diff --git a/.nojekyll b/.nojekyll new file mode 100644 index 00000000..e69de29b diff --git a/arcgis/buffers_cost.html b/arcgis/buffers_cost.html new file mode 100644 index 00000000..80052c1a --- /dev/null +++ b/arcgis/buffers_cost.html @@ -0,0 +1,279 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Buffers, cost surfaces, least cost path

+

Resources: +ESRI virtual campus + +

+Include resulting maps into your report +(use your judgment to decide which results to include). Adjust the colors and symbology of displayed layers to match the cartographic standards (lakes are displayed in blue etc.) + + + +

+Create the workspace for the current assignment as the folder Buffers_cost
+

+To constrain analyses in a similar manner as g.region, +set the spatial extent using the options under Environments, for example:
+to constrain analyses results to the extents defined by intersection of input features:
+ +

+Start ArcMap.
+From the menu Geoprocessing -> Environments... -> Processing extent.
+Choose Intersection of Inputs from the drop down menu.
+Click 'OK'
+
+ +

+ + +To work on a subset, clip your data to a given spatial extent.
+Constrain the drawing of project layers to a user specified extent. + +

+Start -> Programs -> ArcMap
+Add ./ncrast.mdb/elev
+Add ./ncshape.mdb/streets_wake
+Dbl. Click the 'elev' layer in the TOC
+Go to -> Layer Properties -> Extent
+Write down the four numbers in the text fields labeled: 'Left', 'Right', 'Top', 'Bottom' 
+Click 'OK'
+Dbl. Click 'Layers' in the TOC
+Go to ->'Data Frame Properties' -> 'Data Frame' -> 'Clip Options' -> 'Clip to Shape' 
+Click 'Specify Shape'
+Select 'Custom Extent' 
+Uncheck the 'Degrees' check box
+Enter the four numbers you recorded earlier in their appropriate text fields
+Click 'OK'
+Click 'OK'
+
+ +

Find developed areas close to lakes

+Create the buffers: + +
+File -> Add Data -> Add Data...
+Select ./ncrast.mdb/lakes
+Select ./ncrast.mdb/landcl96
+Check out a Spatial Analyst Extension license (Menu -> Customize -> Extensions -> Spatial Analyst box needs to be checked)
+Open the ArcToolbox (you may already have it open)
+Select 'Spatial Analyst Tools->Distance->Euclidean Distance'
+Set 'Input raster' to 'lakes'
+Set Output distance raster' to '\Buffers_cost\lk_dist'
+Set 'Maximum distance' to '500'
+Leave the rest as defaults 
+Click 'OK'
+
+ +

+Select the locations that overlay developed areas: + +

+Select 'Spatial Analyst Tools->Map Algebra->Raster Calculator'
+Type in the expression: SetNull( "landcl96" > 2, "lk_dist")
+Set the Output raster to './Buffers_cost/dev_lakes
+Click 'OK'
+
+ +

Compute cost surface from accident based on speed limits

+ +
+File -> Add Data -> Add Data...
+Select ncshape.mdb/streets_wake
+Open the ArcToolbox (if not already open)
+Select 'Conversion Tools->To Raster->Polyline to Raster'
+Set 'Input Features' to 'streets_wake'
+Set 'Value field' to 'SPEED'
+Set 'Output Raster Dataset to './Buffers_cost/str_speed'
+Set Cellsize to 30
+Leave the others as defaults 
+Click 'OK'
+
+File -> Add Data -> Add Data...
+select ./ncshape.mdb/fire_pt
+
+ +

+Set the working directory: + +

+Select Geoprocessing -> Environments...
+Under 'Workspace' set the 'Current Workspace' to '.\Buffers_cost'
+Under 'Raster Analysis' set the 'Cell Size' to 'Same as layer str_speed'
+Under 'Raster Analysis' set the  'Mask' to '.\ncshape.mdb\boundary_wake'
+Click 'OK'
+
+ +

+Assign travel time per cell in hours, compute cost surface.
+Assign null values a speed of 5. + +

+Open the ArcToolbox (if not already open)
+Select 'Spatial Analyst Tools->Map Algebra->Raster Calculator'
+Type in the expression: Con(IsNull("str_speed"),5,"str_speed") 
+Set the Output raster to 'str_speed2'
+Click 'OK'
+
+ +

+Calculate the travel time and cost surface. +

+In ArcGIS cost is defined per map unit (meters in this case). +We create a cost raster where cost is time to cross one map unit. +Where does the 0.00062137 constant come from? + +

+Select 'Spatial Analyst Tools->Map Algebra->Raster Calculator' 
+Type in the expression: 0.00062137 / "str_speed2"
+Set the 'Output raster' to str_trv
+
+Open the ArcToolbox (if not already open)
+Select 'Spatial Analyst Tools->Distance->Cost Distance'
+Set 'Input raster or feature source data' to 'fire_pt'
+Set 'Input Cost raster' to 'str_trv'    
+Set 'Output distance raster' to './Buffers_cost/str_cost'
+Set 'Output backlink raster (optional)' to './Buffers_cost/backlink'
+Leave the rest as defaults
+Click 'OK'
+
+ +

Find cost from selected firestations

+ +
+File -> Add Data -> Add Data...
+Select ./ncshape.mdb/firestations
+Open the ArcToolbox (if not already open)
+Select 'Spatial Analyst Tools->Extraction->Sample'
+Set 'Input rasters' to 'str_cost'
+Set 'Input Location raster or point features' to 'firestations'
+Set 'Output table' to './Buffers_cost/station_costs'
+Leave everything else as defaults
+Click 'OK'
+
+ +

+Add the table of costs (NOTE: in Arc 10 this should be added automatically at the bottom of the TOC). +However, if the table does not get added: +

+
+File -> Add Data ->
+Select '.\Buffers_cost\station_costs'
+
+ +

+Open the station_costs table and sort on the field 'STR_COST': + +

+right click 'station_costs' -> Open
+right click column named 'STR_COST' and choose 'Sort Ascending'
+Note the range of cost values.
+Close the table
+
+ + + + +

+Find shortest path from nearby firestations.
+Note: create the firestations as a shapefile if the below +does not work with geodatabase firestations. + +

+Open the ArcToolbox (if not already open)
+Select 'Spatial Analyst Tools->Distance->Cost Path'
+Set 'Input raster or feature destination data' to 'firestations'
+Set 'Destination field' to 'OBJECTID'
+Set the 'Input cost distance raster' to 'str_cost'
+Set the 'Input cost backlink raster' to 'backlink'
+Set the 'Output raster' to '.\Buffers_cost\cost_path'
+Set the 'Path type' to 'BEST_SINGLE'   
+Click 'OK'
+
+

+Note: to see the resulting least cost (drive-time) path +you may have to turn off some or most of the layers in your TOC. + +

+ + + +
+
+ + + diff --git a/arcgis/data_acquisition.html b/arcgis/data_acquisition.html new file mode 100644 index 00000000..adec1434 --- /dev/null +++ b/arcgis/data_acquisition.html @@ -0,0 +1,257 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Geospatial Data Introduction

+

Resources: +ESRI virtual campus + +

+Instructions: +LMC, RMC mean left and right mouse click. + +The geodatabases: ncshape.mdb, ncrast.mdb. If you don't already have these +geodatabases downloaded, you can find them on +Course logistics page. +

+You can put the geodatabases in any suitable directory where you have permissions to write +and in these instructions we will refer to this directory C:\Users\myname\arcdata. +

+Move both geodatabases to the directory: C:\Users\myname\arcdata + +

Data management

+Start ArcMap: Start->Programs->ArcGIS->ArcMap 10. +Click the Cancel button to dismiss the Getting Started dialog. + +

+Adding data to ArcMap: +Add the Bridges feature class (located in ncshape.mdb) to your project. +Examine the descriptive attributes associated with the bridge features. + +

+RMC on the Bridges entry in the Table of Contents and select Open Attribute Table from
+the context menu.
+
  • How many attributes (data fields) are associated with the Bridges feature class?
    • +
  • How many bridges are shown in the Bridges feature class?
+ + +

+Create a new geodatabase to store data: + +

+Find the Catalog tab along the right side of the ArcMap map window and LMC to expand.
+Navigate in the catalog tree to C:\Users\myname\arcdata.
+Create a new folder called 'Assign1' in the arcdata folder.
+RMC on the newly minted Assign1 folder icon in the Catalog window and
+choose New -> File Geodatabase from the context menu.
+Name it 'Assign1'.
+
+ +

+Copy data from one geodatabase to another: + +

+Open ncshape.mdb geodatabase in the [Arc]catalog tree
+LMC on ncshape.mdb to open it.
+
+ +

+Copy a feature class from one geodatabase to another: + +

+Find and RMC bridges->Copy.
+Navigate to the Assign1 geodatabase; On the geodatabase icon: RMC -> Paste.
+Click 'OK' in the Data Transfer dialog.
+
+

+Note: you can also remove the data layer using the same menu + +

+Convert a feature class to a shape file: + +

+Open ncshape.mdb in the ArcCatalog window.
+RMC bridges->Export->To Shapefile (single).
+Set Output Location to C:\Users\myname\arcdata\Assign1 (your Assign1 folder).
+Set output Feature Class to 'bridges_shp'.
+Click 'OK'.
+
+ +

Data view and symbology

+

+Adding Raster Data into Data Frame: + +

+File->Data->Add Data...
+Navigate to the ncrast.mdb geodatabase and add the elev raster layer
+
+ +

+Turn the Bridges Layers Off: + +

+LMC the check boxes (to remove the existing checks) next to each
+of the three bridge entries in the TOC.
+
+ +

+Zoom to the elev raster layer: + +

+RMC on elev and select Zoom to Layer
+
+ +

+Change color scheme: + +

+RMC elev->Properties and select the 'Symbology' tab
+Change the Color Ramp (Color Ramp drop down menu) to one that
+represents elevation intuitively (it makes sense to you)
+
+ +

+Add hillshade data into the data frame: + +

+File->Data->Add Data...
+Add elev_sh from the ncrast.mdb geodatabase
+
+ +

+Change the transparency of the hillshade: + +

+RMC elev_sh->Properties
+Click on the 'Display' Tab
+Set Transparency to 70%
+Click 'OK'
+
+ +

+Display vector points and lines: + +

+File->Data->Add Data...
+Add streets_wake, roadsmajor, schools_wake from the ncshape.mdb geodatabase
+Hint: press and hold the control key to add multiple data layers
+
+ +

+Change the line style: + +

+RMC roadsmajor->Properties and select 'Symbology' tab
+Click on the button displaying the current symbol
+Change the color to red and the width to 1.6
+Click 'OK'
+Click 'OK'
+
+ +

+Change the point style: + +

+LMC directly on the symbol for schools_wake in the Table of Contents (shortcut to the
+symbol selector)
+Select 'School 1' It's about half way down in the symbol palette
+Change the size to 14
+Click 'OK'
+
+ +

+Trim the Vector Display to Match the Raster's Geographic Extent: + +

+RMC Layers at the top of the TOC
+Select Properties->Data Frame->Clip Options->Clip to shape
+LMC Specify Shape button
+LMC Custom Extent
+Uncheck the Degrees Check box
+Enter the following in the top, bottom, left, and right fields,
+respectively: 228500, 215000, 630000, 645000. (FYI: These coordinates define
+the geographic extent of the elev and elev_sh raster layers.)
+Click 'OK'
+Click 'OK'
+
+ +

+Your display should now clip the roads and schools data so that these only: +display in the are covered by the elev and hillshade rasters. + +

+Save the map for your report: + +

+LMC File->Export map  (Save the file to your Assign1 workspace as pdf or png)
+
+ +

+Exit ArcMap. You can choose to save your project, if you wish, however, it's not necessary. + +

+ + + +
+
+ + + diff --git a/arcgis/data_models.html b/arcgis/data_models.html new file mode 100644 index 00000000..c24c64c8 --- /dev/null +++ b/arcgis/data_models.html @@ -0,0 +1,289 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Data models

+

Resources: +ESRI virtual campus +

+Create the folder assign2 in your preferred workspace, +in the instructions below we are using C:\Users\myname\arcdata\assign2. +

+Include resulting maps into your report +(use your judgement to decide which results to include). +

Find all used tools in Toolbox Window or use Search window. + +

Convert Data from Raster to Raster: change resolution

+ +

+Compare resampling by nearest neighbor for discrete and continuous raster maps: + +

+File > Add Data > Add Data...
+select ncrast.mdb/elev_ned
+select ncrast.mdb/landcl96
+
+Select 'Data Management Tools->Raster->Raster Processing->Resample'
+Set 'Input Raster' to 'landcl96'
+Set 'Output raster' to 'C:\Users\myname\arcdata\assign2\landcl_10m'
+Set 'Output Cell Size' to 10
+Set 'Resampling Technique' to 'NEAREST'
+Click 'OK'
+
+Select 'Data Management Tools->Raster->Raster Processing->Resample'
+Set 'Input Raster' to 'elev_ned'
+Set 'Output raster' to 'C:\Users\myname\arcdata\assign2\ned_10m_nn'
+Set 'Output Cell Size' to 10
+Set 'Resampling Technique' to 'NEAREST'
+Click 'OK'
+
+ +

+Check the resampled elevation surface using the aspect map: + +

+Check out a Spatial Analysis Extension license: Customize Menu->Extensions
+
+Select 'Spatial Analyst Tools->Surface->Aspect'
+Set 'Input Surface' to 'ned_10m_nn'
+Set 'Output raster' to 'C:\Users\myname\arcdata\assign2\aspect_10m_nn'
+Click 'OK'
+
+ +

+Reinterpolate DEMs (continuous raster data) using bilinear and bicubic interpolation: + +

+Select 'Data Management Tools->Raster->Raster Processing->Resample'
+Set 'Input Raster' to 'elev_ned'
+Set 'Output raster' to 'C:\Users\myname\arcdata\assign2\ned_10m_bi'
+Set 'Output Cell Size' to 10
+Set 'Resampling Technique' to 'BILINEAR'
+Click 'OK'
+
+Select 'Data Managemnt Tools->Raster->Raster Processing->Resample'
+Set 'Input Raster' to 'elev_ned'
+Set 'Output raster' to 'C:\Users\myname\arcdata\assign2\ned_10m_bc'
+Set 'Output Cell Size' to 10
+Set 'Resampling Technique' to 'CUBIC'
+Click 'OK'
+
+ +

+Check the interpolated elevation surface using aspect maps: + +

+'Spatial Analyst Tools->Surface->Aspect'
+Set 'Input Surface' to 'ned_10m_bi'
+Set 'Output raster' to 'C:\Users\myname\arcdata\assign2\aspect_10m_bi'
+Click 'OK'
+
+'Spatial Analyst Tools->Surface->Aspect'
+Set 'Input Surface' to 'ned_10m_bc'
+Set 'Output raster' to 'C:\Users\myname\arcdata\assign2\aspect_10m_bc'
+Click 'OK'
+
+ +

+Resampling to lower resolution (downscaling) for continuous field data: + +

+Select 'Spatial Analyst Tools->Generalization->Aggregate'
+Set 'Input raster' to 'elev_ned'
+Set 'Output raster' to 'C:\Users\myname\arcdata\assign2\el_90m_mean'
+Set 'Cell factor' to 3
+Set 'Aggregation technique' to 'MEAN'
+Click 'OK'
+
+ +

+Resampling to lower resolution (downscaling) for discrete categories: + + +

+Select 'Data Management' Tools-> Raster -> Raster Processing -> Resample'
+Set 'Input raster' to 'landcl96'
+Set 'Output raster' to 'C:\Users\myname\arcdata\assign2\landcl_mode'
+Set 'X' and 'Y' to 90
+Set 'Resampling technique' to 'MAJORITY'
+Click 'OK'
+
+ +

Convert Data from Vector to Raster using a working region

+Convert SW Wake subarea of geology layer to 30m raster. + +
+Select 'File->Add Data->Add Data...'
+Select ./ncshape.mdb/geology
+Select ./ncshape.mdb/swwake_10m
+
+Select 'Conversion Tools->To Raster->Polygon To Raster'
+Set Input Features to '.\ncshape.mdb\geology'
+Set Value Field to 'GEO_NAME'
+Set Output Raster Dataset to 'C:\Users\myname\arcdata\assign2\rast_geo'
+Set Cellsize to 30
+Leave the remaining fields as their defaults
+
+ +

+Adjust the working region: + +

+Click 'Environments...' button (bottom of dialog)
+Under 'Processing Extent' Set the 'Extent' to 'Same as layer .\ncshape.mdb\swwake_10m'
+Click 'OK'
+Click 'OK'
+
+ +

+Convert SW Wake subset of streets_wake layer +to 30m raster representing speed limit: + +

+Select 'File->Add Data->Add Data...'
+Select ./ncshape.mdb/streets_wake
+
+Select 'Conversion Tools->To Raster->PolyLine To Raster'
+Set Input Features to '.\ncshape.mdb\streets_wake'
+Set Value Field to 'SPEED'
+Set Output Raster Dataset to 'C:\Users\myname\arcdata\assign2\rast_spdroads'
+Set Cellsize to 30
+Leave the remaining fields as their defaults
+
+ +

+Adjust the working region: + +

+Click 'Environmnents...' button (bottom of dialog)
+Under 'Processing Extent' Set the 'Extent' to 'Same as layer .\ncshape.mdb\swwake_10m'
+Click 'OK'
+Click 'OK'
+Click 'OK'
+
+ +

+Convert point data to raster: + +

+Select 'Conversion Tools->To Raster->Point To Raster'
+Set Input Features to .\ncshape.mdb\Schools_Wake
+Set Value Field to 'CORECAPACI'
+Set Output Raster Dataset to sw_rast
+Set Cellsize to 200
+Click 'OK'
+
+ +

Convert Data from Raster to Vector

+ +
+File->Add Data->Add Data...
+Select ./ncrast.mdb/bas_50k
+# if raster bas_50k is floating point, convert the values to integer (check RMC on bas_50k-->Properties)
+
+Select 'Spatial Analyst->Map Algebra
+Type in the expression  Int("bas_50k")
+Set Output to bas_50kint
+Click 'OK'
+
+Select 'Conversion Tools->From Raster->Raster To Polygon'
+Set Input Raster to 'bas_50kint'
+Set Field to 'Value'
+Set 'Output Polygon Features' to 'C:\Users\myname\arcdata\assign2\bas_50Kpoly.shp'
+Click 'OK'
+
+ +

+Export data to format readable by other software

+ +Export vector data to shape file: + +
+From the Catalog Tab in ArcMap:
+Navigate to and open: ncshape.mdb
+RMC roadsmajor->Data->Export->To Shapefile (single)
+Set Output Location to C:\Users\myname\arcdata\assign2
+Set output Feature Class to 'roads_shp'
+Click 'OK'
+
+ +

+Export raster data to grid ascii: + +

+Select 'Conversion Tools->From Raster->Raster to ASCII'
+Set Input Raster to ncrast.mdb\landcl96
+Set output ASCII to: 'C:\Users\myname\arcdata\assign2\landcl96.asc
+Click 'OK'
+
+Navigate to 'C:\Users\myname\arcdata\assign2\ and open landcl96.asc in NotePad
+Examine the contents
+Close landcl96.asc
+
+ +
+ + + +
+
+ + + diff --git a/arcgis/data_visualization.html b/arcgis/data_visualization.html new file mode 100644 index 00000000..a26b8623 --- /dev/null +++ b/arcgis/data_visualization.html @@ -0,0 +1,432 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Data display and visualization

+ +

Resources: +ESRI virtual campus + +Create folder Data_visualization in your preferred workspace. + +Include resulting maps into your report +(use your judgment to decide which results to include). +

+Start ArcGIS
+Start->Programs->ArcMap
+
+

Viewing data in 2D

+ +

Raster data symbology

+Display land use classes using custom color, add labels: + +
+File->Add Data->Add Data... ./ncrast.mdb/landcl96
+right click landcl96->Properties
+left click Symbology Tab
+left click on line 1 in the Label column replace numbers 1-7 with these labels, respectively:
+(hint: the tab key will move you to the next label entry)
+
+developed
+agriculture
+herbaceous
+shrubland
+forest
+water
+sediment
+
+left click on color - replace the color for each land use by more intuitive one.
+Click 'OK'
+
+ +

+Save as layer to preserve the new color scheme and labels: + +

+left click on the landcl96 entry in the Table of Contents (TOC) ->'Save as layer file...'
+Navigate to .\Data_visualization
+Save as landcl96.lyr
+
+ +

+Display only categories 1 and 2 from the land use map: + +

+right click landcl96->Properties
+left click Symbology Tab
+Use left click to select items 3 - 7 (herbaceous - sediment)
+left click Remove button to remove values 3 through 7
+Click 'OK'
+
+ +

+Display only elevation higher than 100 m over the geology map: + +

+File->Add Data->Add Data...  .\ncrast.mdb\geology
+File->Add Data->Add Data...  .\ncrast.mdb\elev
+right click elev->Properties
+left click Symbology Tab
+From the Show panel (far left) select 'Classified'
+left click Classify Button
+Set the method to 'Equal Interval'
+Set Classes to 10
+left click the 'Exclusion' button
+Set the Excluded values to 1-100
+Click 'OK'
+Click 'OK'
+left click Display Tab -> Set the Transparency to 50%
+Click 'OK'
+
+ +

+Change colors for raster maps: +

+right click elev->Properties
+left click Symbology Tab
+Change the color ramp to one that goes from green to white (one of the last in the drop down menu)
+
+ +

+Use a histogram equalized color table to display topographic slope: + + +

+File->Add Data->Add Data...  .\ncrast\slope
+right click slope->Properties
+left click Symbology Tab
+Choose the 'Red to Green Diverging, Bright' color ramp
+Change the Stretch Type to Histogram Equalize
+Click 'OK'
+
+ +

Legend, scale, grid

+

+Make a map with a legend, scale and grid: + +

+Turn off all layers except landcl96 in the TOC
+
+

+add the streams layer +

+File->Add Data->Add Data... ./ncshape.mdb/streams
+change the streams color to blue 
+in the TOC right click streams -> Properties
+left click Symbology Tab
+left click line symbol
+change the color to blue
+Click 'OK'
+Toggle to Layout View: View Menu->Layout View
+
+ +

+Assign a fixed scale for the layout: + +

+right click Layers->Properties
+Select Data Frame tab
+In the Extent panel select Fixed Scale and set it to 1:50,000
+Click 'OK'
+ 
+
+ +

+Add a legend
+ +

+Insert Menu->Legend...
+Accept the defaults for the first panel left click 'Next >'
+Replace the text "Legend" with "Land Classification" in the Legend title
+left click 'Next >'
+Add a Legend Frame Border (select one as you feel appropriate)
+Add a white Frame Background. Set the cap to X:10 and Y:10 (as in the Frame Border)
+left click 'Next >'
+left click 'Next >'
+left click 'Finish'
+Follow the menus until finished
+Drag the legend to a more appropriate location, and resize as you feel is needed to
+make it "fit" into your map.
+
+ +

+Add a scale bar: + +

+Insert Menu->Scale bar...
+Select a scale bar (your choice)
+left click Properties to set Division Units to kilometers
+Click 'OK'
+Click 'OK'
+Place and resize the legend as you see fit for your map design. Make sure that the numbers on the scale are reasonable (round numbers preferably). 
+Hint: You can resize the Data Frame too (select Data Frame by left click on it then drag the corners to the desired position
+
+ +

+Add a grid: + +

+right click Layers->Properties
+Select the Grids tab
+Click 'New Grid...'
+select 'Measured Grid'
+Click 'Next >'
+Leave all the settings as the defaults and click through the remaining windows
+Click 'Finish'
+Click 'OK'
+
+ +

+Display roads with labels: + +

+File->Add Data->Add Data...  ./ncshape.mdb/roadsmajor
+right click (roadsmajor)->Properties
+left click Symbology Tab
+left click line symbol
+change the symbol to Expressway 
+Select Labels tab
+In the Text String Panel set the Label Field to 'ROAD_NAME'
+Check the 'Label features in this layer' box (upper left corner of dialog window)
+In the Text Symbol section left click Symbol...
+In the dialog window select the 'Country 3' style and left click Edit Symbol... button in the right panel of the Sybol Selector dialog window.
+In the Editor dialog window go the the Mask tab and in Style section check the 'Halo' option
+Click 'OK' to come back to the Symbol Selector dialog window
+Click 'OK' to come back to the Layer Properties window
+In the Other Options section left click 'Placement Properties...' button
+In the Position Section, set the position to 'On the line'
+Click 'OK' to come back to the Layer Properties window
+Click 'OK' 
+
+ +

Compare hillshades

+

+

+Switch the Layer mode back to the Data Mode and remove all the layers from TOC (You can also start a new project in menu File -> New project)
+
+

+Compare different types pof displayung the hillshade effect for the elev map +

1. Hillshade generated using the 3D Analyst Extension. + +

+left click Customize Menu->Extensions...
+Check out a 3D Analyst license
+ArcToolBox->3D Analyst Tools->Raster Surface->Hillshade
+Select elev as input, hillsh_el as output, zscale=3
+Click 'OK'
+File->Add Data->Add Data...  .\ncrast.mdb\elev
+right click elev->Properties
+left click Symbology Tab
+From the Show panel (far left) select 'Stretched'
+Change the color ramp to one that goes from green to white (one of the last in the drop down menu)
+left click Display Tab -> Set the Transparency to 50%
+Click 'OK'
+change the layer name left click elev layer in the TOC than again left click elev layer in the TOC. Type the name: elev_transp
+
+

+2. Hillshade generated by the Symbology 'Switch on Hillshade': + +

+File->Add Data->Add Data...  .\ncrast.mdb\elev
+right click elev->Properties
+left click Symbology Tab
+From the Show panel (far left) select 'Stretched'
+Change the color ramp to one that goes from green to white (one of the last in the drop down menu)
+Check the 'Use hillshade effect'
+Set the Z to 3
+Click 'OK'
+change the layer name left click elev layer in the TOC than again left click elev layer in the TOC. Type the name: elev_hillsh
+
+ +

+To examine the differences, zoom into an area of the data and toggle elev_hillsh layer +on and off (by repetitively checking and unchecking the layer in the TOC). The rapid image interchange emphasizes differences. +

+In order to copare the results with elev with no hillshade applied you can load the elev layer again, without checking the hillshade effect in Symbology tab 

+File->Add Data->Add Data...  .\ncrast.mdb\elev
+right click elev->Properties
+left click Symbology Tab
+From the Show panel (far left) select 'Streched'
+Change the color ramp to one that goes from green to white (one of the last in the drop down menu)
+
+

+Toggle elev layer on and off by repetitively checking and unchecking the layer in the TOC. + +

Viewing data in 3D using ArcScene

+Start ArcScene: + +
+Start -> Programs -> ArcGIS -> ArcScene
+
+ +

+Add data in ArcScene: + +

+left click on the 'Add Data' Button in the tool bar
+Add .\ncrast.mdb\elev
+Note, you can shift-click (contiguous selections) or control-click
+(non-contiguous selections) to add more than one data set at a time.
+
+ +

+Display 2-dimensional data as a 3-D surface (to render in 3-D): + +

+Dbl. click the 'elev' layer in the TOC
+Select Layer Properties -> Base Heights
+Select 'FLoating on a custom surface' and select .\ncrast.mdb\elev as the
+elevation layer from the drop-down menu.
+Click 'OK'
+
+ +

+To change the vertical exaggeration (z-value multiplier, default is 1) for a layer: + +

+Dbl. Click 'Scene Layers' in the TOC
+Go to ->'Scene Properties' -> 'General' tab -> 'Vertical Exaggeration'
+Choose '10' from the drop-down list.
+Click 'OK'
+
+ +

+Drape a vector feature over the 3-D (raster) surface: + +

+left click on the 'Add Data' Button in the tool bar
+Add  .\ncshape.mdb\streets_wake
+Dbl. click on streets_wake in the TOC.
+From Properties select Base Heights tab -> 'Floating on a custom surface'
+and select .\ncrast.mdb\elev as the elevation layer from the drop-down menu.
+Set Elevations from features to 'No feature-based heights'
+Click 'OK'
+
+ +

+this action will both drape the vector streets on the raster surface, +and clip the extent of the much larger streets data to that of the surface. + +Change the color ramp for a layer: + +

+Dbl-Click on 'elev'
+Go to the Symbology tab.
+Use the 'Color Ramp' drop-down menu to scroll through the available ESRI-provided ramps.
+Choose one of the color ramps
+Click 'OK'
+
+ +

+Change the background color (useful for enhancing visualization). +Here we change illumination to simulate night.
+ +

+Dbl-Click Scene Layers in the TOC
+Go to -> Scene Properties -> General tab.
+Choose the black color patch from the color palette drop-down menu
+Click 'OK'.
+
+ +

+Adjust the direction (azimuth and altitude) and contrast of the light applied the surface: + +

+Reset the background color to white (refer to previous task)
+Dbl-Click on 'elev'
+Go to -> Rendering tab -> Effects
+Check 'Shade areal features relative to the scene's light position'
+Click 'OK'
+Dbl-Click Scene Layers in the TOC
+Go to -> Scene Properties -> Illumination tab
+Reposition the light source by dragging the yellow "solar" indicators
+to shift altitude and azimuth
+Click 'OK'
+
+

+Note: the changes you make to solar altitude and azimuth are reflected immediately +in the view frame, so you might want to drag the Scene Properties dialog to a position +such that you can see the rendered surface in ArcScene. From here, when you move the +Sun you'll see the changes made immediately applied to the rendered surface. + + +

+Adjust the lighting contrast: + +

+Dbl. Click Scene Layers in the TOC
+Go to -> Scene Properties -> Illumination tab
+Use the contrast slider to adjust contrast value
+Click 'OK'
+
+

+Note: changes made using the contrast slider, like those controls associated with +solar altitude and azimuth, are reflected immediately in the data frame. + + +

+ + + +
+
+ + + diff --git a/arcgis/hydrology.html b/arcgis/hydrology.html new file mode 100644 index 00000000..5cc089ea --- /dev/null +++ b/arcgis/hydrology.html @@ -0,0 +1,191 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Flow routing and watershed analysis

+

Resources: +ESRI virtual campus + +

+Create the assignment working directory (folder) .\Hydro
+Start ArcMap
+ +

+Start->Programs->ArcGIS->ArcMap
+
+ +

Derive flow pattern and streams from 10m NED

+ +Fill the sinks in DEM: + +
+In ArcMap: add the raster feature layer ncrast.mdb/elev
+Open the ArcToolbox
+Select 'Spatial Analyst Tools->Hydrology->Fill'
+Set 'Input' to 'elev'
+Set 'Output Raster' to '.\Hydro\Fill_elev1'
+Click 'OK'
+
+ +

+Compute flow direction: + +

+In ArcToolbox
+Select 'Spatial Analyst Tools->Hydrology->Flow Direction'
+Set 'Input' to 'Fill_elev1'
+Set 'Output Raster' to '.\Hydro\FlowDir_fill1'
+Click 'OK'
+
+ +

+Compute flow accumulation: + +

+In ArcToolbox
+Select 'Spatial Analyst Tools->Hydrology->Flow Accumulation'
+Set 'Input' to 'FlowDir_fill1'
+Set 'Output Raster' to '.\Hydro\FlowAcc_fill1'
+Click 'OK'
+
+ +

+Change the color table to something better - +e.g. STRECHED yellow-green-blue, histogram equalized (Strech type) works well.
+If the resolution of your screen is not good enough to see connected streams, +zoom-in to see the detail.
+Compare with streams digitized from high resolution orthophoto: + + +

+In ArcMap add ncshape.mdb/streams
+
+ +

+Change color to red: how do the derived streams fit with the digitized data? + +

+Derive drainage basins: +

+
+In ArcToolbox
+Select 'Spatial Analyst Tools->Hydrology->Basin'
+Set 'Input' to 'FlowDir_fill1'
+Set 'Output Raster' to '.\Hydro\Basins_fill1'
+Click 'OK'
+
+ +

+Derive flow path length: + +

+In ArcToolbox
+Select 'Spatial Analyst Tools->Hydrology->Flow Length'
+Set 'Input' to 'FlowDir_fill1'
+Set 'Output Raster' to '.\Hydro\flowlength'
+Click 'OK'
+
+ +

Derive stream network and watersheds from 30m NED

+Set your workspace and scratch workspace to C:\path\.Hydro +
 
+Geoprocessing>Environments>Workspace
+Add ncrast/elev_ned
+
+First check whether we have sinks, if yes, fill them in. +
+Spatial Analyst Tools->Hydrology->Flow Direction
+input=elev_ned output=FlowDir_el30
+Spatial Analyst Tools->Hydrology->Sink
+input=FlowDir_el30 output=sinks30
+Spatial Analyst Tools->Hydrology->Fill
+input=elev_ned output=Fill_elev30
+
+Compute flow direction and flow accumulation +
+Spatial Analyst Tools->Hydrology->Flow Direction
+input=Fill_elev30 output=FlowDir_fil30
+Spatial Analyst Tools->Hydrology->Flow Accumulation
+input=FlowDir_fil30 output=Flowacc_fil30
+
+Extract streams from flow accumulation using map algebra +
+Spatial Analyt Tools>Map Algebra>Raster Calculator
+expression= Con( "Flowacc_fil30" > 10000, 1, 0 ) output=Streams_der30
+
+Create stream links from the stream raster and derive watersheds draining into these stream links: +
+Spatial Analyst Tools->Hydrology->Stream Link
+input=Streams_der30 flow dir raster=FlowDir_fil30 output=Source30
+Spatial Analyst Tools->Hydrology->Watershed
+input=FlowDir_fil30 Pour point=Source30 output=Watersheds30
+
+ + + +
+ + + +
+
+ + + diff --git a/arcgis/hydrology_erosion.html b/arcgis/hydrology_erosion.html new file mode 100644 index 00000000..03b160b4 --- /dev/null +++ b/arcgis/hydrology_erosion.html @@ -0,0 +1,323 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Erosion modeling

+

Resources: +ESRI virtual campus + + +Task: Compute soil detachment and net erosion/deposition using simple GIS-based models + +

+Create the assignment working directory (folder) .\Erosion
+Start ArcMap: + +

+Start->Programs->ArcGIS->ArcMap
+
+ +

+Check out a Spatial Analyst Extension license: + +

+Under Tools->Extensions make sure there is a check next to 'Spatial Analyst'
+Select View->Toolbars->Spatial Analyst to activate the extension
+
+Set your workspace and scratch workspace to C:\path\.Erosion +
+Geoprocessing>Environments>Workspace
+
+

Compute soil detachment rate using USLE3D

+ +Compute a map of soil detachment rate using USLE3D equation which assumes that there is no deposition.
+This represents detachment limited sediment transport by overland flow.
+
+E = RKLSCP
+
+

where +

    +
  • E is the annual soil detachment rate (soil loss)
    • +
  • R is the rainfall
    • +
  • K is the soil
    • +
  • C is the land cover
    • +
  • P is the preventive measures factor
    • +
  • LS = 1.4 * (U/22.1)**0.4 * (sin (slope)/0.09)**1.2
    +LS is the topography factor, U is contributing area per unit width (function of flow accumulation)
    • +
+

+For units and explanation of constants see Erosion modeling notes
+ +

+First compute slope, and flow accumulation for the elevation raster map e_lid792 (NOT elid_792): + + +

+In ArcMap
+Add the raster feature layer: ncrast.mdb/e_lid792  (NOT elid_792)
+Open the ArcToolbox
+
+ +

+Compute slope_1m map using the Slope function, we will use it later: + +

+Select 'Spatial Analyst Tools->Surface->Slope'
+input: e_lid792 output: slope_1m
+keep DEGREES for units
+
+ +

+Compute the flow accumulation map Flowacc: + +

+Compute Fill input=e_lid792 output=Fill_e_lid
+Compute FlowDirection input=Fill_e_lid ouput=FlowDir_fil
+Compute FlowAccumulation input=FlowDir_fil output=Flowacc
+
+ +

LS factor

+Build an expression in the Spatial Analyst Raster Calculator for lsfac map +using the Flowacc and slope_1m layers you just generated.
+

+Note that the lsfac map represents the topographic factor LS used in the USLE3D model.
+Flowacc map multiplied by resolution is the contributing area per unit width U. + +

+In the ArcToolbox, Select 'Spatial Analyst->Map Algebra->Raster Calculator
+
+ +

+Type in the expression for lsfac layer (make sure you have spaces around operators).
+Slope should be in radians, +flowaccumulation is in number of cells so we multiply by resolution: + +

+1.4 * (Power("Flowacc" * 1. / 22.1 , 0.4) * Power(Sin("slope_1m" * math.pi/180.0) / 0.09, 1.2))
+Set the output raster to lsfac
+Click 'OK'
+
+ +

Soil loss

+ +Now build the expression for soil detachment rate E (soil loss) s_loss. From the formula +
+E = RKLSCP
+
+We computed LS factor +R factor is considered to be constant and set to 270.0 +K factor values can be added as a layer ncrast.mdb/soils_kf +C factior values can be added as a layer ncrast.mdb/cfactb +P factor (prevention measures) is here taken to = 1. +

+Multiplying all the factors in Raster Calculator we will compute the raster map of erosion rate +

+In the ArcToolbox, Select 'Spatial Analyst->Map Algebra->Raster Calculator
+expression=
+270.0 * "cfactb" * "lsfac" * "soils_kf"
+output=s_loss
+
+ +Adjust color table for the s_loss map - histogram equalized color ramp may be needed +Find average soil loss rate in the area from the s_loss map (in Properties:Source). + + +

USPED model

+Compute net erosion and deposition as a divergence of sediment flow vector field.
+Note that custom color tables that cover entire range of values +including negative are important in this section. + +

+We have already computed slope_1m and flowaccumulation, but we will also need direction of flow.
+Compute aspect_1m map (direction of flow, direction of gradient vector) using the Aspect function: + +

+'Spatial Analyst Tools->Surface->Aspect'
+input=e_lid792, output=aspect_1m
+
+ +

+Build an expression for sflowtopo (topographic factor LS for sediment flow T) +using the Raster Calculator.
+For the exponents use m=n=1, resolution is 1. + +

+In the ArcToolbox, Select 'Spatial Analyst->Map Algebra->Raster Calculator
+expression=
+"Flowacc" * 1. * Sin("slope_1m" * math.pi/180.0)
+output raster = sflowtopo
+
+ +

+OR use m=1.3 and n=1.2 for study areas with extensive rills.
+In this case, channels/streams will have large erosion rates due to high values of flowaccumulation. + + +

+In the ArcToolbox, Select 'Spatial Analyst->Map Algebra->Raster Calculator
+expression=
+(Power("Flowacc" * 1. , 1.3) * Power((Sin("slope_1m" * math.pi/180.0)), 1.2))
+output raster = sflowtopo2
+
+ +

Compute divergence of sediment flow

+First compute components of sediment flow in x and y direction: +Calculate qsx +
+In the ArcToolbox, Select 'Spatial Analyst->Map Algebra->Raster Calculator
+expression=
+"sflowtopo" * "soils_kf" * "cfactb" * 270. * Cos((- "aspect_1m" + 450.) * math.pi / 180.0)
+Output raster = qsx
+
+Calculate qsy +
+In the ArcToolbox, Select 'Spatial Analyst->Map Algebra->Raster Calculator
+expression=
+"sflowtopo" * "soils_kf" * "cfactb" * 270. * Sin((- "aspect_1m" + 450.) * math.pi / 180.0)
+Output raster = qsy
+
+ +

+Compute components of change in sediment flow in x and y direction +as partial derivatives of sediment flow field, derived from slope and aspect + - see eqs 1,2,3 from here. + +

+In ArcToolbox
+'Spatial Analyst Tools->Surface->Slope'
+input=qsx, output=Slope_qsx
+
+ +

+In the same way compute Aspect_qsx, Slope_qsy and Aspect_qsy + +

+In ArcToolbox
+'Spatial Analyst Tools->Surface->Aspect'
+input=qsx, output=Aspect_qsx
+'Spatial Analyst Tools->Surface->Slope'
+input=qsy, output=Slope_qsy
+In ArcToolbox
+'Spatial Analyst Tools->Surface->Aspect'
+input=qsy, output=Aspect_qsy
+
+Compute qsx_dx and qsy_dy +
+'Spatial Analyst->Map Algebra->Raster Calculator:
+expression=
+Cos((- "Aspect_qsx" + 450) * math.pi / 180.0) * Tan("Slope_qsx" * math.pi/180.0)
+output=qsx_dx
+expression=
+Sin((- "Aspect_qsy" + 450) * math.pi / 180.0) * Tan("Slope_qsy" * math.pi/180.0)
+output=qsy_dy
+
+ +

+Finally compute net erosion deposition: + +

+'Spatial Analyst->Map Algebra->Raster Calculator:
+expression="qsx_dx" + "qsy_dy"
+output=erdep
+
+ +

+Assign an appropriate color classification scheme to the erdep raster and generate a map for the report.
+ +Note: the differences in the erdep are subtle and the default color table will almost assuredly render
+the erosion deposition map in a way that little detail is revealed.
+You are free to experiment with the the tools in Arc in order to define classification scheme which will +reveal the erosion/deposition pattern.
+Here's an option that should yield pretty good contrast between erosion and deposition: + +

+Open Layer Properties for the erdep layer
+Under the Symbology tab‚
+Select Classified from options (Unique Values, Classified, Stretched, Discrete) in the left column
+Set Classes to 11
+Choose a broad, divergent color ramp from the Color Ramp drop down field
+that ranges from brown grading through white to green
+Click on Classify
+Edit the eleven break values (located in column on far right in Classification dialog to:
+-250000.00  (data minimum)
+-50.00
+-5.00
+-1.00
+-0.10
+0.10
+1.00
+5.00
+50.00
+330000.00    (data maximum)
+Click OK
+Click Apply
+
+ +You should now see the erosion and deposition areas rendered with pretty good contrast. + +
+ + + +
+
+ + + diff --git a/arcgis/interpolation_1.html b/arcgis/interpolation_1.html new file mode 100644 index 00000000..d1257edb --- /dev/null +++ b/arcgis/interpolation_1.html @@ -0,0 +1,274 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Spatial interpolation and approximation I: methods

+

Resources: +ESRI virtual campus + + +

+Create the assignment working directory (folder) .\Interpolation
+ +

+Start ArcMap
+
+ +

Compute DEM based on voronoi polygons

+Compute DEM based on voronoi polygons and check it with hillshade.
+Compute and display voronoi polygons with centroids (clear data frame). + +
+ArcMap File->Add Data->Add Data...
+Select ncshape.mdb/elev_lid792_randpts
+Open the ArcToolbox
+Select 'Analysis Tools->Proximity->Create Thiessen Polygons' 
+Set 'Input Features' to 'elev_lid792_randpts'
+Set 'Output Feature Class' to '.\Interpolation\elev_vor.shp'
+Set 'Output Fields' to 'ALL'    
+Click 'OK'
+NOTE: this process may take a while...
+Select 'Data Management Tools->Features->Feature to Point'
+Set 'Input Features' to 'elev_vor'
+Set 'Output Feature Class' to '.\Interpolation\vor_center.shp'
+Leave the 'Inside' box unchecked
+Click 'OK'
+
+ +

+Convert to raster and display with standard elevation color. + +

+Open the ArcToolbox (if it's not already open)
+Select 'Conversion Tools->To Raster->Polygon To Raster'
+Set 'Input Feature' to 'elev_vor'
+Set 'Value Field' to 'value_'
+Set 'Output Raster Dataset' to '.\Interpolation\elev_vor2m'
+Set 'Cellsize' to '2'         
+Click 'OK'
+
+ +

+Set the Raster Analyst Cell Size to 2m in Environment Settings. + +

+Select Menu Geoprocessing->Environments...->Raster Analyst
+NOTE: this will set the default cell size to 2 units (meters) for all subsequent processing.
+Set Cell Size to 'As Specified Below'
+Set the cell value to 2
+Click 'OK'
+
+ +

+Check the result using hillshade. + +

+Check out a 3-D Analyst Extension license
+Open the ArcToolbox (if it's not already open)
+Select '3D Analyst->Raster Surface->Hillshade'
+Set 'Input Surface' to 'elev_vor2m'
+Set 'Output Raster' to '.\Interpolation\Hillsh_vor_2m'
+Click 'OK'
+
+ +

Interpolate DEM using TIN and check it in ArcScene or hillshade

+First create TIN: + +
+Select 3D Analyst Tools->Data Management->TIN->Create TIN
+Set 'Output TIN' to '.\Interpolation\elev_lid792_TIN'
+Set Input Feature Class to 'elev_lid792_randpts'
+In the tablem change the entry in the  'height_field' column to 'value_'
+and 'SF_type' to 'Mass_Points'
+Click 'OK'
+
+ +

+Interpolate TIN to raster DEM.
+

+Open the ArcToolbox (if it's not already open)
+Select '3D Analyst Tools->Conversion->From TIN->TIN to Raster'
+Set 'Input Tin' to 'elev_lid792_TIN'
+Change the 'Sampling Distance' to CELLSIZE 2 (Note: you will have erase the previous value and type 2)
+Set Output Raster to .\Interpolation\tinrast_2m
+Leave all else as default
+Click OK
+
+ +

+Display as hillshade: + +

+Open the ArcToolbox (if it's not already open)
+Select 3D Analyst Tools->Raster Surface->Hillshade'
+Set 'Input Surface' to 'tinrast_2m'
+Set 'Output Raster' to '.\Interpolation\Hlshtinrast2m'
+Click 'OK'
+
+

Create the Terrain Model using the Terrain Wizard in ArcCatalog.

+

+Create a new empty file geodatabase and feature dataset. +

+right mouse click on the Interpolation folder in ArcCatalog
+Choose New->File geodatabase
+Set the geodatabase name to 'Interpolation_terrain'
+
+ +

+Create a new feature dataset called 'terrain' in the new 'Interpolation_terrain' geodatabase. +

+right mouse click on the 'Interpolation_terrain' geodatabase and select New->Feature dataset
+Set name to 'terrain'
+click 'Next'
+
+

+Set (Import) the horizontal coordinate system for the dataset to that associated +with the vector point feature class 'elev_lid792_randpts'.
+

+Click on the globe with star icon (next to the search window) -> Import
+Inticate the path ./ncshape.mdb/elev_lid792_randpts
+Finish with defaults
+
+ +

+Add the feature class data that will be used to create the terrain +

+In the ArcCatalog,
+Drag the elev_lid792_randpts into the created feature dataset
+(or use right click to Copy and Paste)
+Click 'OK' in the pop up window
+
+

+Construct the Terrain Model:
+

+In ArcCatalog right mouse click on the 'terrain' feature data set, select NEW->Terrain
+
+ +

+In the Terrain Wizard:
+

+Set the terrain name to 'elev_lid792_TER'
+Set the participating feature class to 'elev_lid792_randpts'
+Set the Approximate point spacing to 1m (average distance between points)
+Click 'Next'
+Set the Height Source to 'value_' (Note: this is a drop-down menu)
+Click 'Next'
+For Select pyramid type, choose defaults
+Click 'Next'
+Click 'Calculate pyramid properties' to generate two 2 pyramid levels
+Click 'Next'
+Review the displayed summary
+Click 'Next'
+Click 'Finish' to build new terrain
+Click 'Yes' in the pop up window to build the created terrain
+
+ +

+Add the terrain to your ArcMap project +

+ArcMap File->Add Data->Add Data...
+Select ./Interpolation/Interpolation_terrain.mdb/terrain/elev_lid792_TER
+
+ +Compute a raster DEM from Terrain, +
+Open the ArcToolbox (if it's not already open)
+Select '3D Analyst Tools->Conversion->From Terrain->Terrain to Raster'
+Set 'Input Terrain' to 'elev_lid792_TER'
+Change the 'Sampling Distance' to CELLSIZE 2 (Note: to will have to erase the previous value and type 2)
+Set Output Raster to .\Interpolation\terrast_2m
+Leave all else as default
+Click OK
+
+ +

Interpolate DEM using IDW and check it with hillshade

+ +Interpolate DEM using IDW: + +
+Open the ArcToolbox (if it's not already open)
+Check out a Spatial Analyst Extension license
+Select 'Spatial Analyst Tools->Interpolation->IDW'
+Set 'Input point features' to 'elev_lid792_randpts'
+Set 'Z value field' to 'value_'
+Set 'Output Raster' to '.\Interpolation\elev_idw_2m'
+Leave the other inputs as defaults
+Click 'OK'
+
+ +

+Check the interpolated elevation surface using hillshade: + +

+Open the ArcToolbox (if it's not already open)
+Select '3D Analyst Tools->Raster Surface->Hillshade'
+Set 'Input raster' to 'elev_idw_2m'
+Set 'Output Raster' to '.\Interpolation\Hillsh_idw_2m'
+
+ +
+ + + +
+
+ + + diff --git a/arcgis/interpolation_2.html b/arcgis/interpolation_2.html new file mode 100644 index 00000000..c4bec974 --- /dev/null +++ b/arcgis/interpolation_2.html @@ -0,0 +1,147 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Spatial interpolation and approximation II

+

Resources: +ESRI virtual campus +

+Create the assignment working directory (folder) .\Interpolation2. + +

Interpolation using splines

+Interpolate elevation surfaces from spot point heights using the Spline tool +in the Spatial Analyst toolbox.
+Use three different weights (0.1, 1, 1000) to control the tension, and thus, the resulting surface character.
+For the first interpolation, you'll leave the Weight field blank, accepting the default 0.1 value.
+In subsequent interpolations, you'll enter the explicit weights. + +
+ArcMap File->Add Data->Add Data...
+Select ncshape.mdb/elev_lid792_randpts
+Check out a Spatial Analyst Extension license
+Open the ArcToolbox
+Select 'Spatial Analyst Tools->Interpolation->Spline'
+Set 'Input Point Features' to 'elev_lid792_randpts'
+Set 'Z value field' to 'value_'
+Set 'Output Raster' to '.\Interpolation2\elev_tps'
+Set 'Output cell size' to '2'
+Set to Spline Type to 'TENSION'
+Leave the other inputs as defaults     
+Click 'OK'
+
+ +

+Evaluate impact of interpolation function parameters on the resulting surface +using hillshade. +

+Check out a 3D Analyst Extension license.
+Set the default output raster cell size environment variable to 2. + +

+Geoprocessing->Environments...->Raster Analysis->Cell Size
+Set 'As Specified Below' and enter 2 in the field that follows.
+Click 'OK'
+Open the ArcToolbox (if it's not already open)
+Select '3D Analyst Tools -> Raster Surface -> Hillshade'
+Set 'Input Surface' to 'elev_tps'
+Set 'Output Raster' to '.\Interpolation2\Hillsh_tps'
+Leave the other inputs as defaults
+Click 'OK'
+
+ +

+Repeat the spline interpolations above, using weights of 1 and then 1000,
+and generate the associated hill shade surfaces.
+Compare the three hill shade surfaces, and discuss your findings in your report.
+ +

Interpolate surface using Radial Basis Functions

+Use the Geostatistical Analyst tool's Radial Basis Functions to generate at least +two different elevation surfaces by selecting different Kernel functions.
+In the first surface you'll use the RBF multi-quadric method.
+In the second, you'll choose Regularized Spline. + +
+Check out a Geostatistical Analyst Extension license
+Customize->Toolbars->Geostatistical Analysis'
+Select 'Geostatistical Analysis->Geostatistical Wizard'
+Select the 'Deterministic Methods->Radial Basis Functions' method
+Set the 'Source Dataset' to 'elev_lid792_randpts'
+Set the Data Field to 'value_'
+Click 'Next'
+Set the Kernel function to 'Multiquadric'
+Click Next/Finish/OK through remainder of dialogs
+
+ +

+Rerun the interpolation in the Geostatistical Analyst Wizard using
+ Kernal Type = Completely Regularized Spline and compare your results. +

Optional: compute empirical and model variogram for 'elev_lid792_randpts' +and interpolate the surface using kriging with a model variogram that +fits the best with the empirical variogram. + +

+ + + +
+
+ + + diff --git a/arcgis/map_algebra.html b/arcgis/map_algebra.html new file mode 100644 index 00000000..d10357e4 --- /dev/null +++ b/arcgis/map_algebra.html @@ -0,0 +1,349 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Geospatial Analysis I: global, zonal and focal operations, map algebra

+

Resources: +ESRI virtual campus + +Create folder Map_algebra in your preferred workspace. +Include resulting maps into your report +(use your judgment to decide which results to include). + +

+Start ArcMap: + +

+Start->Programs->ArcGIS->ArcMap
+
+ +

Compute zonal statistics for feature data

+Add landuse feature class data. + +
+File->Add Data->Add Data...  ./ncrast.mdb/landcl96
+right click landcl96->Open Attribute Table
+
+ +

+Add a field (column) to the attribute table: + +

+left click Table Options menu (upper right corner of Table window) icon->Add Field...
+
+Set Name to 'area_sq_meters' and Type to 'Double'
+
+ +

+Calculate area (populate the area_sq_meters field): + +

+right click the column heading and select 'Field Calculator'
+
+

+You may see the pop-up window with the warning: +You are about to do a calculate outside of an edit session. This method is faster than calculating in an edit session, but there is no way to undo your results once the calculation begins. Do you wish to continue? +Click YES +

+double left click on Count to populate equation in the bottom menu
+Click on Multiply * button
+Type in 812.25 (i.e. area of each cell in square meters) 
+Click 'OK'
+Note the new values in the area_sq_meters field
+Close the Table
+
+ +

+Compute %area for each category in each zipcode zone. +Add zipcode data: + +

+File->Add Data->Add Data... ./ncrast.mdb/zipcodes
+
+ +

+Check out a Spatial Analyst Extension license: + +

+left click Customize Menu->Extensions...  check Spatial Analyst
+
+Open the ArcToolbox
+Select Spatial Analyst Tools->Zonal->Tabulate Area
+Set Input Raster or feature zone data to 'zipcodes'
+Set Zone field to 'VALUE'
+Set Input Raster or feature class data to 'landcl96'
+Set Class field to 'VALUE'
+Set Output Table to '.\Map_algebra\zip_sum'
+Set Processing cell size to 28.5
+Click 'OK'
+
+ +

+View the Tabulate results: + +

+Click on the 'List by Source' button at the top of the Table of Contents (TOC)
+right click zip_sum->Open
+
+Explain how the data are presented. + +

Handling NULL data

+Create a copy of SRTM DSM map, converting cells with elevation=0 to NULL: + +
+File->Add Data->Add Data... ncrast.mdb/elev_srt
+right click elev_srt->Data->Export Data...
+Set the Location to '.\Map_algebra'
+Set the format to 'GRID' and the Name to 'elev_srt2'
+Click 'Save'
+Click 'Yes' to add the GRID layer to the TOC
+
+ +

+Replace cells with elevation = 0 to nodata / NULL (i.e. -9999 for ArcGIS): + +

+Open the ArcToolbox (if not already open)
+Select Spatial Analyst Tools->Conditional->Set Null
+Set Input Conditional Raster to 'elev_srt2'
+Set the Expression to VALUE = 0
+Set Input false raster or constant value to 'elev_srt2'
+Set Output raster to .\Map_algebra\elev_srt3
+Click 'OK'
+
+ +

Reclassification

+Recode a 360-direction aspect map to 8 directions (D8): + +
+File->Add Data->Add Data...  .\ncrast.mdb\aspect
+select Spatial Analyst->Reclass->Reclassify
+Set Input raster to aspect
+Click the 'Classify' Button
+Set the Method to 'Equal Interval' and Classes to '8'
+Click 'OK'
+Set the Output Raster to '.\Map_algebra\aspect_d8'
+Click 'OK'
+
+ +

Mosaicking

+Patching raster data (often called mosaicking): + +
+File->Add Data->Add Data...
+Select ncrast.mdb/elid_782 (hold down control key to select multiple layers)
+   select ncrast.mdb/elid_783
+   select ncrast.mdb/elid_792
+   select ncrast.mdb/elid_793
+
+Open the ArcToolbox (if not already open)
+Open Data Management Tools->Raster->Raster Dataset->Mosaic To New Raster
+Set Input Rasters to 'elid_782' , 'elid_783' , 'elid_792' , 'elid_793'
+Set Output Location to '.\Map_algebra\'
+Set Raster dataset name to 'elev_6m'
+Set Number of Bands to 1
+Set Pixel type to 32_BIT_FLOAT
+Leave the remaining fields as their defaults
+Click 'OK'
+
+ +

+Optional - have a look at the patched DEM in ArcScene. + +

Creating a subset

+Create a subset of the map elevation for a subregion: + +
+File->Add Data->Add Data...
+Select ./ncrast.mdb/elev
+(Note: hold down control key to select multiple layers)
+Select ncrast.mdb/ortho01
+Open the ArcToolbox (if not already open)
+Select Spatial Analyst Tools->Extraction->Extract by Mask
+Set Input Raster to 'elev'
+Set Input raster of feature mask data to 'ortho01'
+Set the out put raster to '.\Map_algebra\elev_mask'
+Click 'OK'
+
+ +

Map Algebra

+ +Compute Normalized Difference Vegetation Index (NDVI) +

+Explain the difference between FP and INT handling.
+(Note: make sure you have spaces around operators (=,-,/) ). + +

+File->Add Data->Add Data...
+Select ./ncrast.mdb/lsat7_40
+Select ./ncrast.mdb/lsat7_30
+Open the ArcToolbox (if not already open)
+Select 'Spatial Analyst->Map Algebra->Raster Calculator
+Type in the expression:
+   ("lsat7_40" - "lsat7_30") / ("lsat7_40" + "lsat7_30")
+   Set Output raster to './Map_algebra/ndvi1
+Click 'OK'
+Select 'Spatial Analyst->Raster Calculator
+Type in the expression: 
+   Float("lsat7_40" - "lsat7_30") / Float("lsat7_40" + "lsat7_30")
+   Set Output raster to './Map_algebra/ndvi2
+Click 'OK'
+Assign the ndvi2 map a color ramp that has green for high values
+
+ +

+Compute the difference between the SRTM DSM and lidar-based NED DEM: + +

+File->Add Data->Add Data...
+Select ncrast.mdb/elev_ned
+Select ncrast.mdb/elev_srt
+Open the ArcToolbox (if not already open)
+Select 'Spatial Analyst->Map Algebra->Raster Calculator
+Type in the expression: "elev_srt" - "elev_ned"  
+Set Output raster to './Map_algebra/elev_diff
+Click 'OK'
+
+ +

+Create a custom color table to distinguish the negative and positive values: + +

+right click elev_diff->Properties
+Click on Symbology tab
+Select a 'Red to Green' color ramp
+Click 'OK'
+
+ +

Working with the conditional function

+Create map of urban areas: + +
+File->Add Data->a Add Data...
+Select ncrast.mdb/landcl96
+Open the ArcToolbox (if not already open)
+Select 'Spatial Analyst->Map Algebra->Raster Calculator
+Type in the expression: Con( ("landcl96" == 1) | ("landcl96" == 2),"landcl96",0)  
+(Note: in ArcGIS 10 map algebra components are case-sensitive - i.e. con != Con) 
+Set Output raster to './Map_algebra/calcmap5a
+Click 'OK'
+
+ +

+Alternatively use the 'pick' operation: + +

+Open the ArcToolbox (if not already open)
+Select Spatial Analyst Tools->Conditional->Pick
+Set input position raster to landcl96
+Set the input rasters as constant values: 1 and 2. 
+Enter 1 and then 2 such that there are two entries (each value is on its own line).
+Set output raster to '.\Map_algebra\urban_pick'
+Click 'OK'
+
+ +

Handling null values

+ + +

+Create a map where all land use categories > 1 are set to null: + +

+Open the ArcToolbox (if not already open)
+Select 'Spatial Analyst->Map Algebra->Raster Calculator'
+Type in the expression: SetNull( "landcl96" > 1, "landcl96" )     
+Set output raster to '.\Map_algebra\developed'
+Click 'OK'
+
+ +

+Create mask for areas with elevation between 60 and 100m and land use 1 or 2: + +

+File->Add Data->Add Data...
+Select ncrast.mdb/landcl96 (this layer may already be present in your project)
+Select ncrast.mdb/elev   (this layer may already be present in your project)
+Open the ArcToolbox (if not already open)
+select 'Spatial Analyst->Map Algebra->Raster Calculator'
+Type in the expression: 
+SetNull( (("elev" < 100) & ("elev" > 60)) & (("landcl96" == 1) | ("landcl96" == 2)), 1)
+Set output raster to 'mask'
+
+ +
+ + + +
+
+ + + diff --git a/arcgis/terrain_analysis.html b/arcgis/terrain_analysis.html new file mode 100644 index 00000000..a0fddabf --- /dev/null +++ b/arcgis/terrain_analysis.html @@ -0,0 +1,213 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Geomorphometry II: Spatial and Temporal Terrain Analysis

+

Resources: +ESRI virtual campus + + +

+Create the assignment working directory (folder) .\Analysis.
+Start ArcMap.
+Disable background processing. + + +

+Start->Programs->ArcGIS->ArcMap
+Geoprocessing -> Geoporocessing Options... -> Uncheck "Enable" Background Processing
+
+ +

Compute basic topographic parameters from 10m NED

+ +
+In ArcMap
+Select File->Add Data->Add Data...
+Select ncrast.mdb/elev
+Check out a Spatial Analyst Extension license
+Open the ArcToolbox
+Select 'Spatial Analyst Tools->Surface->Slope'
+Set 'Input raster' to 'elev'
+Set 'Output raster' to '.\Analysis\Slope_elev'
+Set 'Output measurement' to 'DEGREE'
+Click 'OK'
+
+ +

+Do the same for Aspect and Curvature
+Try to create a meaningful diverging color table for curvatures +with two color shades and light color in the middle. + +

Compute topographic parameters from SRTM DEM and compare with NED

+ +
+In ArcMap
+Select File->Add Data->Add Data...
+Select ncrast.mdb/elev_srt
+Open the ArcToolbox (if it's not already open)
+Select 'Spatial Analyst Tools->Surface->Slope'
+Set 'Input raster' to 'elev_srt'
+Set 'Output raster' to '.\Analysis\Slope_el_srt'
+Set 'Output measurement' to 'DEGREE'
+Click 'OK'
+
+right mouse click 'Slope_el_srt->Properties->Symbology->Classify 
+
+ +

+Compare mean and stddev in Classification statistics with 10m NED derived slope.
+Explain the differences between slope from 10m NED and 30m SRTM. + +

Compare slope and aspect, from TIN and from 1m raster DEM

+Use a previously created TIN or create a new one,
+see the first assignment of two covering the topic of Spatial interpolation. + +
+In ArcMap
+Select File->Add Data->Add Data...
+Select ncshape.mdb/elev_lid792_randpts
+
+ +

+Create TIN 'tin' in 3D Analyst from these points if you don't have it already: + +

+Open ArcToolbox (if it's not already open)
+Select 3D Analyst Tools->Data Management->TIN->Create TIN
+Set 'Output TIN' to .\Analysis\lid792_tin
+Set 'Input feature class' to elev_lid792_randpts
+In the Input feature class list, find the "height_field" (2nd field from left). 
+Click on the entry for the elev_lid792_randpts (Shape_Z is displayed by default). 
+By clicking on the field it should convert to a drop-down list. 
+Click the down arrow to display your list of options and select "Value_".  
+Click 'OK'
+
+ +

+ +Compute slope.
+The output from this process is a polygon feature class whose attribute (found +in the slope class field) consists of the slopes binned into 7 classes.
+The default (ESRI) breaks (bins) are at 0.57, 1.43, 2.66, 5.71, 12.13, 24.89, +45.0, 90.0. + +

+Open the ArcToolbox (if it's not already open)
+Select '3D Analyst Tools-> Triangulated Surface -> Surface Slope'
+Set 'Input Surface' to 'lid792_tin'
+Set 'Output Feature Class' as '.\Analysis\lid792_tin_SurfaceSlope' 
+Set 'Slope Units' to 'DEGREE'
+Click 'OK'
+
+ +

+Do the same for Surface Aspect to create: '.\Analysis\lid792_tin_SurfaceAspect'.
+As with slope, the aspect that comes from this process is in the form of a +polygon feature class whose aspect attribute is binned into eight 45 degree wide
+directions (code = 1 - 8 ).
+These are: N, NE, E, SE, S, SW, W, and NW, respectively.
+Assign suitable colors to the slope and aspect polygons. + +

+Derive slope from 1m raster DEM: + +

+Select File->Add Data->Add Data...
+Select ncrast.mdb/elid_792
+Open the ArcToolbox (if it's not already open)
+Select '3D Analyst Tools -> Raster Surface -> Slope'
+Set 'Input raster' to 'elid_792'
+Set 'Output raster' to '.\Analysis\slope_elid72'
+Click 'OK'
+
+ +

+Choose similar color table as for the TIN. To get more continuous color table: + +

+right mouse click 'Slope_elid72' 
+Select 'Properties -> Symbology"
+Change Classes to 32
+Click 'OK'
+
+ +

+Compute the aspect and curvature.
+For curvature change the color table to one that has lighter break in the middle.
+Compare the resulting slope, aspect and curvature with the topographic parameters derived from TIN. + + +

+ + + +
+
+ + + diff --git a/arcgis/terrain_modeling.html b/arcgis/terrain_modeling.html new file mode 100644 index 00000000..e8326f6c --- /dev/null +++ b/arcgis/terrain_modeling.html @@ -0,0 +1,264 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Geomorphometry I: Terrain Modeling

+

Resources: +ESRI virtual campus + +Create the folder 'Modeling'.
+Download the Raleigh 2013 lidar data as LAS file +LAS tile 0793_016 in NC State Plane Meters +and the +orthophoto +to the Modeling folder. Unpack the package containing orthophoto. + + +

Bring lidar data into ArcGIS

+There are multiple ways of handling lidar data in ArcGIS. We will use LAS datasets and multipoint files. For other workflows refer to the FYI section at the end of the assignment +

Analyze multiple return lidar data

+

Create a LAS dataset from .las point cloud

+LAS datasets provide a way to quickly view the properties of a point cloud. You can also use binning or TINs to create a DSM or DEM. This is especially useful if you want to process several .las files at once. +
Open ArcToolbox
+Select 'Data Management->LAS Dataset->Create LAS Dataset'
+Set 'Input Files' to 'tile_0793_016_spm.las'
+Set 'Output LAS Dataset' to '.\Modeling\lidar_all'
+Set 'Coordinate System' to 'NAD_1983_HARN_StatePlane_North_Carolina_FIPS_3200' (you can type 3358 in search window)
+Check 'Compute Statistics'
+Click 'OK'
+
+ +

View LAS dataset properties and filter points

+
Open ArcCatalog
+Right click on LAS dataset and select 'Properties...'
+Select the 'Files' tab and take note of average point spacing (will use in later step).
+Select the 'Statistics' tab to view point statistics by returns and classes.
+Click 'Ok'
+What percentage of the points are classified as ground? +
Open ArcMap and add the LAS dataset to the layer manager ('Add data' button or drag and drop from ArcCatalog)
+Right click on LAS dataset in Layers and click 'Properties...'
+Select 'Filter' tab.
+Try applying several filter settings using classes and returns and view the results.
+Check box next to '2 Ground' under 'Classification Codes'
+What is the difference between 'Last Return' and 'Last of Many'? + +

With the LAS dataset filtered for ground points only, now we can analyze the point density of ground points and create a DEM with binning. +

+

Compute a raster map representing number of points per cell (at two different resolutions)

+Calculate point density at 2m resolution: +
+Open ArcToolbox
+Select 'Data Management->LAS Dataset->LAS Point Statistics as Raster'
+Set 'Input Features' to 'lidar_all'
+Set 'Output Raster' to '.\Modeling\ground_count2m'
+Set 'Method' to 'POINT_COUNT'
+Set 'Sampling Type' to 'CELLSIZE'
+Set 'Sampling Value' to '2'                            
+Click 'OK'
+Right click on resulting raster in Layers and select 'Properties'
+Click 'Symbology' tab and change color ramp to something appropriate.
+Set 'Display NoData as' to red to highlight any areas with zero points.
+
+ +

+Calculate point density at 6m resolution: + +

+Open ArcToolbox
+Select 'Data Management->LAS Dataset->LAS Point Statistics as Raster'
+Set 'Input Features' to 'lidar_all'
+Set 'Output Raster' to '.\Modeling\ground_count2m'
+Set 'Method' to 'POINT_COUNT'
+Set 'Sampling Type' to 'CELLSIZE'
+Set 'Sampling Value' to '6'                            
+Click 'OK'
+Right click on resulting raster in Layers and select 'Properties'
+Click 'Symbology' tab and change color ramp to something appropriate.
+Set 'Display NoData as' to red to highlight any areas with zero points.
+
+ +

Compute a raster map representing range of elevation values per cell at 6m resolution

+ +
+Open ArcToolbox
+Select 'Data Management->LAS Dataset->LAS Point Statistics as Raster'
+Set 'Input Features' to 'lidar_all'
+Set 'Output Raster' to '.\Modeling\ground_range6m'
+Set 'Method' to 'Z_RANGE'
+Set 'Sampling Type' to 'CELLSIZE'
+Set 'Sampling Value' to '6'                            
+Click 'OK'
+
+ +

Use binning to compute a raster map representing average elevation per cell for ground points

+Based on the point density rasters created in the previous steps, what would be an appropriate resolution for binning the ground points? What does the range raster tell you about binning at this resolution? + +
+Ensure that the LAS dataset is still filtered to include only class 2 (ground) points.
+Open ArcToolbox
+Select 'Conversion Tools->To Raster->LAS Dataset to Raster'
+Set 'Input LAS Dataset' to 'lidar_all'
+Set 'Output Raster' to '.\Modeling\ground_mean6m'
+Set 'Value field' to 'ELEVATION'
+Set 'Interpolation Type' to 'Binning'
+Set 'Cell Assignment Type' to 'Average'
+Set 'Void Fill Method' to 'LINEAR'
+Set 'Sampling Type' to 'CELLSIZE'
+Set 'Sampling Value' to '6'                            
+Click 'OK'
+
+ + +

Use multipoint file to interpolate DSM from multiple return lidar data

+LAS to multipoint can be used to create a vector point file from a point cloud. The points can be filtered by class or return and then interpolated to create a raster. + +

Add some background data to give context: + +

+Select Menu File -> Add Data -> Add Data...
+Select ncshape.mdb/streets_wake
+Select ncshape.mdb/lakes
+Select ncshape.mdb/streams
+
+

+Display orthophoto: + +

+Select Menu 'File -> Add Data -> Add Data...'
+Select ./Modeling/ortho_0793_016_ncspm.tif
+
+ +

Create Multipoint files from .las point cloud and interpolate DSM

+
Turn on the 3D Analyst Extension
+Menu -> Customize ->Extensions...
+Open the ArcToolbox
+Select '3D Analyst->Conversion->From File->LAS to Multipoint'
+Set 'Input' to 'tile_0793_016_spm.las'
+Set 'Output Feature Class' to '.\Modeling\lidar_first'
+Set 'Average Point Spacing' to value listed in Files tab of LAS dataset properties, noted earlier.
+Leave the 'Input Class Codes' empty
+For 'Input Return Value', uncheck 'ANY_RETURNS' and check '1'
+Set 'Coordinate System' to 'NAD_1983_StatePlane_North_Carolina_FIPS_3200' (you can type 3358 in the search window)
+Click 'OK'
+
+ +

+Interpolate DSM: + +

+Check out a Geostatistical Analyst Extension license
+Turn on the Geostatistical Analyst Extension
+Menu -> Customize ->Extensions...
+Add Geostatistical Analyst toolbar by right clicking on the empty space next to the Main Toolbar -> check Geostatistical Analyst
+Select 'Geostatistical Analyst Toolbar->Geostatistical Wizard'
+Under 'Deterministic Methods' select 'Radial Basis Function' 
+Set 'Source Dataset' to 'lidar_first'
+Set 'Data Field' to 'Z' (or 'Shape.Z')
+Click 'Next'
+Under 'General Properties->Kernel Functions' select 'Spline with Tension'
+Click 'Finish'
+Click 'OK' to close report
+
+ +

+Find out what areas have multiple returns: +

+Select '3D Analyst->Conversion->From File->LAS to Multipoint'
+Set 'Output Feature Class' to '.\Modeling\lidar_multi'
+Fill the rest as before but in 'Input return values', uncheck 'ANY_RETURNS' and check all values greater than 1. (2-8)
+
+ +Overlay result with orthophoto. Where do we have multiple returns? + +

Optional - display the multiple return data as points in ArcScene

+Start ArcScene, add lidar_multi and manipulate with the 3D scene. + + + +

FYI: Handling LAS data in ArcGIS

+There are three different formats (datasets) that can be used to manage and work with your lidar data in ArcGIS +

1. LAS Datasets

+To import LAS files into ArcGIS, run the Create LAS Dataset tool in the Data Management toolbox. +This will prompt you to load all of your LAS files and create a dataset from them. +You can then use the LAS Dataset to Raster tool in the Conversion toolbox to create a raster DEM. +See ArcGIS help. + +

2. Mosaics

+You can also import LAS using the Add Rasters to Mosaic Dataset tool. +See ArcGIS help. + +

3. Terrains

+The Terrain Wizard in ArcCatalog. Create a feature dataset inside a geodatabase. +Import your LAS files using the LAS to Multipoint tool in the 3D Analyst. +Save the multipoint feature class in your new feature dataset. +Right click on the feature dataset and select New/Terrain to launch the Terrain Wizard. +See ArcGIS help here +and here. +

+ +

+ + + +
+
+ + + diff --git a/arcgis/viewshed_solar.html b/arcgis/viewshed_solar.html new file mode 100644 index 00000000..bdf061ee --- /dev/null +++ b/arcgis/viewshed_solar.html @@ -0,0 +1,284 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Viewshed and solar radiation analysis

+

Resources: +ESRI virtual campus + +

+Create a ./Viewshed folder on your computer
+Start ArcMap
+Load the Spatial Analysis Extension
+
+ + +

Viewshed Analysis

+ +
+Add the raster elev_ned
+Add the point feature class fire_pt
+
+ +

+Use Viewshed tool (not Viewshed 2) to compute the area visible from the fire_pt location. +

+Open the ArcToolbox
+ToolBox Spatial Analyst Tools->Surface->Viewshed 
+Set input surface to elev_ned
+Set observer feature to fire_pt 
+Give your viewshed a name, and store it in your ./Viewshed folder
+Click OK to run the analysis
+
+ +

+What is the ground elevation at the fire_pt site?
+In the output (viewshed) raster the visible cells are given a value of 1, +while those not visible are assigned a value of 0.
+How many cells are visible in this view shed?
+How much area (in sq. meters) do these visible cells represent?
+ +

Rerun the viewshed, with elevation offset at the fire_pnt site at +60 m. +

Add the field OFFSETA to the fire_pt attribute table. +

+right mouse click on the fire_pt layer > Open Attribute Table
+left mouse click on the first icon in the Attribute Table toolbar > Add Field
+Type the name OFFSETA
+Click 'OK'
+In the Editor Toolbar (open if not visible) left mouse click on the Editor button > Start Editing
+Choose the layer fire_pt and click 'OK'
+In the fire_pt Attribute Table type '60' in the OFFSETA column
+In the Editor Toolbar left mouse click on the Editor button > Stop Editing
+Click 'Yes' to save your edits
+
+

Rerun the viewshed +

+ToolBox Spatial Analyst Tools->Surface->Viewshed 
+Set input surface to elev_ned
+Set observer feature to fire_pt 
+Give your viewshed a name, but different from the first one and store it in your ./Viewshed folder
+Click OK to run the analysis
+
+

+Now, how many cell are visible in this viewshed?
+How much additional area was gained by adding the 60 m of elevation +to the observer? +

+Rerun the viewshed again, using the +60 m observer, but this time limit your search radius to 2000m. +

Add the fields RADIUS1 and RADIUS2 to the fire_pt attribute table. +

+right mouse click on the fire_pt layer > Open Attribute Table
+left mouse click on the first icon in the Attribute Table toolbar > Add Field
+Type the name RADIUS1
+Click 'OK'
+Add another column and name it RADIUS2
+In the Editor Toolbar (open if not visible) left mouse click on the Editor button > Start Editing
+Choose the layer fire_pt and click 'OK'
+In the fire_pt Attribute Table type '0' in the ORADIUS1 column and '2000' in the RADIUS2 column
+In the Editor Toolbar left mouse click on the Editor button > Stop Editing
+Click 'Yes' to save your edits
+
+

Rerun the viewshed +

+ToolBox Spatial Analyst Tools->Surface->Viewshed 
+Set input surface to elev_ned
+Set observer feature to fire_pt 
+Give your viewshed a name, choose a different namet one and store it in your ./Viewshed folder
+Click OK to run the analysis
+
+

+How many cells are visible in this viewshed? +How much ground area is visible? +

+Restrict the search area to an annulus 1000 m wide (from 1000m to 2000m) and restrict the search azimuth to the arc from NE (45 deg) to SE (135 deg). +

+ +

+add two fields: AZIMUTH1 and AZIMUTH2 (as doubles) to the fire_pt Attribute table (see instructions above)
+Start editing (see instructions above)
+modify RADIUS1 and RADIUS2 fields: RADIUS1 =  '1000', RADIUS2 =  '2000', 
+and populate: AZIMUTH1=45, and AZIMUTH2=135.
+
+

Rerun the viewshed (see instructions above) +

+How many cells and area are visible now? +

+To expand our repertoire a bit, let's next add our own data, +but instead of a single point, let's add a pair to the project
+(so that you know how to do this) and run one more +(just one, I promise) viewshed analysis.
+

+You can do this with any point data you wish, but if you don't have one handy,
+here's the coordinates (in NC State Plane NAD83) for Red Hat's Headquarters +over on Centennial Campus: + +

+x=638898 and y=224528
+
+ +

+And for Jordan Hall on Central Campus: + +

+x=638887, y=225365.
+
+ +

+Put these values into a text file (use e.g. Notepad but avoid MS Word). and save the file in a known location (with the extension .txt)
+Your text file should look something like this: + +

+X,Y
+638898,224528
+638887,225365
+
+ +

+Load your points to ArcGIS: + +

+Add XY Data. (File->Add Data->Add XY Data...)
+browse for your saved .txt file
+Set 'X Field' to 'X' and 'Y Field' to 'Y'
+Click 'OK'
+Click 'OK' for the warning
+
+ +

+Convert it from the resulting event to a shape file. + +

+ right mouse click on the .txt Events
+Data > Export Data
+save in the ./Viewshed folder and click 'Yes' to add the layer to the project
+Open the Attribute Table of newly created shapefile
+Add the fields OFFSETA, VERT1, VERT2, AZIMUTH1, and AZIMUTH2. 
+Populate (in the editing mode)
+point FID=0: 
+OFFSETA=35m, VERT1=12, VERT2=-12, AZIMUTH1=300, AZIMUTH2=60. 
+For point FID=1: 
+OFFSETA=40m, VERT1=12, VERT2=-12, AZIMUTH1=150, AZIMUTH2=240. 
+Save the edits
+
+
+ +

+Run a viewshed on your new data with these attributes. + +For an observer standing atop the Red Hat Building, +what do you think that this view shed result represents?
+Can the observer see Jordan Hall on the NCSU Central Campus?
+Do you think an observer standing atop Jordan Hall could see +his counterpart on the Red Hat Building? + +

Solar radiation analysis

+Perform solar radiation analysis in Spatial Analyst: + +
+Display the Arc Toolbox. 
+Select Geoprocessing->Environments. 
+Under Workspace set the Current Workspace to point to the ncrast,mdb geodatabase
+
+ +

+Compute the incident solar radiation for the summer solstice (day number=172) + +

+Spatial Analysis Toolbox > Solar Radiation > Area Solar Radiation
+use elev_ned for the input raster
+Set the output raster = ned_solar172
+Set the latitude = 35.7716 (~for Raleigh, NC)
+Set the Time Configuration to Within a day
+Set the Date/Time settings-Day number of year to 172
+the remainder of the fields can be left at their default values.
+
+ +

+Repeat the above steps to generate a incident solar radiation raster +for the winter solstice (day number=356).
+Note: the computation can take some time. +

+What are the data units for the resulting incident radiation maps?
+

+Determine the difference in radiation energy between the two solstice extremes +by differencing the two radiation rasters just created.
+ +

+Spatial Analyst > Map Algebra > Raster Calculator
+Set output to solar_diff
+In the calculator's expression field type:
+"ned_solar172" - "ned_solar356"
+
+ +

+Change the color ramp to one that emphasizes contrast in the difference raster.
+Where do you see the greatest differences in insolation between summer and winter?
+Where does the least difference in annual insolation occur?
+Do these differences make sense? Explain. + +

+ + + +
+
+ + + diff --git a/arcpro/buffers_cost.html b/arcpro/buffers_cost.html new file mode 100644 index 00000000..045d8d5c --- /dev/null +++ b/arcpro/buffers_cost.html @@ -0,0 +1,268 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Buffers, cost surfaces, least cost path

+

Resources: +ESRI Academy (Formerly ESRI virtual campus) +

+Launch ArcGIS Pro and login with ArcGIS Online credentials if required. +Select New> Map> Create New Project. +Create a new project in your preferred workspace, +in the instructions below we are using the default C:\Users\myname\Documents\ArcGIS\Projects\ folder. +

+Use your judgement to decide which maps to include in your report. +Adjust the colors and symbology of displayed layers to match the cartographic standards (lakes are displayed in blue etc.) + +

+To constrain analyses in a similar manner as g.region, +set the spatial extent using the options under Environments, for example:
+to constrain analyses results to the extents defined by intersection of input features:
+ +

+Analysis tab on the ribbon Geoprocessing->Environments-> 'Processing extent'
+Choose 'Intersection of Inputs' from the drop down menu.
+Click 'Run'
+
+ + + +

Find developed areas close to lakes

+Create the buffers: + +
+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncshape.gdb
+Select 'lakes'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+Select 'landcl96'
+In the Geoprocessing pane, search for and select the 'Euclidean Distance' tool
+Set 'Input raster' to 'lakes'
+Set Output distance raster' to 'lk_dist'
+Set 'Maximum distance' to '500'
+Leave the rest as defaults 
+Click 'Run'
+
+ +

+Select the locations that overlay developed areas: + +

+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+Type in the expression: SetNull( "landcl96" > 2, "lk_dist")
+Set the Output raster to 'dev_lakes'
+Click 'Run'
+
+ +

Compute cost surface from accident based on speed limits

+ +
+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncshape.gdb
+Select 'streets_wake'
+In the Geoprocessing pane, search for and select the 'Polyline to Raster' tool
+Set 'Input Features' to 'streets_wake'
+Set 'Value field' to 'SPEED'
+Set 'Output Raster Dataset to 'str_speed'
+Set Cellsize to 30
+Leave the others as defaults 
+Click 'Run'
+
+ +

+Verify the working directory then modify mask and cell size: + +

+Analysis tab on the ribbon Geoprocessing->Environments-> 'Workspace' 
+verify workspace is set to the assignment  gdb you created at the begining of this assignment
+Under 'Raster Analysis' set the 'Cell Size' to 'Same as layer str_speed'
+Under 'Raster Analysis' set the  'Mask' to 'boundary_wake' in the ncshape.gdb
+Click 'Run'
+
+ +

+Assign travel time per cell in hours, compute cost surface.
+Assign null values a speed of 5. + +

+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+Type in the expression: Con(IsNull("str_speed"),5,"str_speed") 
+Set the Output raster to 'str_speed2'
+Click 'Run'
+
+ +

+Calculate the travel time and cost surface. +

+In ArcGIS cost is defined per map unit (meters in this case). +We create a cost raster where cost is time to cross one map unit. +Where does the 0.00062137 constant come from? +

+Create travel time +

+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+Type in the expression: 0.00062137 / "str_speed2"
+Set the 'Output raster' to str_trv
+
+

+Create a fire location +

+Browse to your project GDB in the 'Catalog' pane
+right click->new->feature class
+set name to 'fire_pt'
+select 'point'
+click 'finish'
+add the layer to your map
+From the 'edit' ribbon->'features' group->'Create'
+From the 'create features' pane->selec fire_pt
+RMC on the map-> 'Absolute x,y,x'
+paste '634886' for x and '224328' for y.  Hit the enter key to add the point
+'Edit' ribbon->'manage edits' group->save.
+clear the selection in the 'selection' group of the 'edit 'window
+
+

+Create cost surface +

+In the Geoprocessing pane, search for and select the 'Cost Distance' tool
+Set 'Input raster or feature source data' to 'fire_pt'
+Set 'Input Cost raster' to 'str_trv'    
+Set 'Output distance raster' to 'str_cost'
+Set 'Output backlink raster' to './Buffers_cost/backlink'
+Leave the rest as defaults
+Click 'Run'
+
+ +

Find cost from selected firestations

+Find cost +

+

+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncshape.gdb
+Select 'firestations'
+In the Geoprocessing pane, search for and select the 'Sample' tool
+Set 'Input rasters' to 'str_cost'
+Set 'Input Location raster or point features' to 'firestations'
+Set 'Output table' to 'station_costs'
+Leave everything else as defaults
+Click 'Run'
+
+ +

+Add the table of costs (NOTE: this should be added automatically at the bottom of the Contents pane). +However, if the table does not get added: +

+
+Map->layer-> Add Data ->
+Select 'station_costs' from your project GDB
+
+ +

+Open the station_costs table and sort on the field 'STR_COST_Band_1': + +

+RMC 'station_costs' -> Open
+RMC column named 'STR_COST_Band_1' and choose 'Sort Ascending'
+Note the range of cost values.
+Close the table
+
+ +

+Find shortest path from nearby firestations.
+Note: create the firestations as a shapefile if the below +does not work with geodatabase firestations. + +

+In the Geoprocessing pane, search for and select the 'Cost Path' tool
+Set 'Input raster or feature destination data' to 'firestations'
+Set 'Destination field' to 'OBJECTID'
+Set the 'Input cost distance raster' to 'str_cost'
+Set the 'Input cost backlink raster' to 'backlink'
+Set the 'Output raster' to 'cost_path'
+Set the 'Path type' to 'BEST_SINGLE'   
+Click 'Run'
+
+

+Note: to see the resulting least cost (drive-time) path +you may have to turn off some or most of the layers in your TOC. +How does this compare to the table values? + +

+ + + +
+
+ + + diff --git a/arcpro/data_acquisition.html b/arcpro/data_acquisition.html new file mode 100644 index 00000000..45de8fcf --- /dev/null +++ b/arcpro/data_acquisition.html @@ -0,0 +1,264 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Geospatial Data Introduction

+

Resources: +ESRI Academy (Formerly ESRI virtual campus) + +ArcGIS Pro tips for Arcmap users +

+Request AGOL account and download latest ArcGIS Pro software. +NCSU Software download page. +

+Make sure you have a Geostatistical Analyst, and 3d or Spatial Analysis Extension license: Project->Licensing. +If you do not have one of these extentions, you will need to work with NCSU IT. +Licenses are allocated through the online organizational account. +

+We will use sample data in geodatabes ncshape.gdb, ncrast.gdb. +If you don't already have them downloaded, you can find the link to gdbs.zip file on Course logistics page or + +here: gdbs.zip +

+You can put the geodatabases in any directory where you have permissions to write. +In these instructions we will refer to this directory C:\Users\myname\Documents\ArcGIS\582data. +

+Move both geodatabases to the directory: C:\Users\username\Documents\ArcGIS\582data +

+In the following instructions: LMC, RMC mean left and right mouse click. + +

Data management

+Launch ArcGIS Pro and login with ArcGIS Online credentials if required. +Select New> Map> Create New Project. Give the project a meaningful name like “Assignment1.” +Set the location to a directory where you have permissions to write. +We will use the default C:\Users\username\Documents\ArcGIS\Projects +On the ribbon, click the View tab. In the Windows group, click 'Reset Panes' and then click 'Reset Panes for Geoprocessing' +(This ensures that the Contents, Geoprocessing and Catalog panes are open and that other panes are closed) + +

+Adding data to ArcGIS Pro: +Add the bridges feature class located in ncshape.gdb to your project. +On the Map tab, in the Layer group, click Add Data. +Browse to, or search for, the dataset you want to add to your map. +Click the dataset to add it to the map. +Examine the descriptive attributes associated with the bridge features. + +

+RMC on the Bridges entry in the Table of Contents and select 'Attribute Table' from
+the context menu.
+
+ +
  • How many attributes (data fields) are associated with the Bridges feature class?
    • +
  • How many bridges are shown in the Bridges feature class?
+ +

+Create a new geodatabase to store data: + +

+Find the Catalog tab on the right side of the ArcGIS Pro map window.
+RMC on “folders” and 'add a new folder' connection to your data folder C:\Users\username\Documents\ArcGIS\582data
+Navigate to and expand your assignment1 project folder connection.
+
+ +

+Copy data from one geodatabase to another: + +

+Open ncshape.gdb geodatabase in the catalog tree.
+LMC on ncshape.gdb to open it.
+
+ +

+Copy a feature class from one geodatabase to another: + +

+Find and RMC bridges->Copy.
+Navigate to the Assignment1 geodatabase; On the geodatabase icon: RMC -> Paste.
+
+

+ +Convert a feature class to a shapefile: + +

+Open ncshape.gdb in the Catalog pane.
+RMC bridges->Export Feature Class To Shapefile.
+Set Output Location to C:\Users\username\Documents\ArcGIS\Projects\Assignment1 (your Assignment 1 folder).
+Set output Feature Class to 'bridges.shp'.
+Click 'Run'.
+
+ +

Data view and symbology

+

+Adding Raster Data into Data Frame: + +

+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\username\Documents\ArcGIS\582data\ncrast.gdb and select the elev raster layer, 'OK.'
+
+You can also browse to a dataset in the catalog pane and drag a feature or raster onto the map frame or contents pane. + +

+Turn the Bridges Layers Off: + +

+LMC the check boxes (to remove the existing checks) next to each
+of the three bridge entries in the TOC.
+
+ +

+Zoom to the elev raster layer: + +

+RMC on elev and select 'Zoom to Layer'
+
+ +

+Change color scheme: + +

+RMC elev-> and select 'Symbology'
+Change the Color Ramp (Color Scheme drop down menu) to one that
+represents elevation intuitively (it makes sense to you)
+
+ +

+Add hillshade data into the data frame: + +

+On the Map tab, in the Layer group, click 'Add Data'
+Select elev_sh from the ncrast.gdb geodatabase and click 'OK'
+
+ +

+Change the transparency of the hillshade: + +

+Select the elev_sh layer in the contents window
+Select the 'Appearance' tab from the top ribbon
+Set Transparency to 70% in the 'Effects' group of the ribbon
+
+ +

+Display vector points and lines: + +

+On the Map tab, in the Layer group, click 'Add Data'
+Add streets_wake, roadsmajor, schools_wake from the ncshape.gdb geodatabase
+Hint: press and hold the control key to add multiple data layers
+
+ +

+Change the line style: + +

+RMC roadsmajor and select 'Symbology'
+Click next to 'symbol' on the line represnting the road symbol
+Select the 'Properties' tab in the symbology pane
+Change the color to red and the width to 1.6
+Click 'Apply'
+
+
+ +

+Change the point style: + +

+LMC directly on the symbol for schools_wake in the Contents pane (shortcut to the
+symbol selector)
+On the 'Gallery' tab in the symbology pane, search or select 'School'
+On the 'Properties' tab in the symbology pane, Change the size to 14
+Click 'Apply'
+
+ +

+Trim the Vector Display to Match the Raster's Geographic Extent: + +

+RMC 'Map' at the top Contents pane
+Select 'Properties'->'Clip Layers'->'Clip to custom extent'
+Expand 'extent of a layer' and select elev or elev_sh raster layer.
+Click 'Apply'
+Click 'OK'
+
+ +

+Your display should now clip the roads and schools data so that these only: +display in the are covered by the elev and hillshade rasters. + +

+Save the map for your report: + +

+Select the 'Share' tab from the top ribbon->Export Group->Map  (Save the file to your Assign1 workspace as pdf or png)
+Click 'Export'
+
+ +

+Exit ArcMap. You can choose to save your project, if you wish, however, it's not necessary. + +

+ + + +
+
+ + + diff --git a/arcpro/data_models.html b/arcpro/data_models.html new file mode 100644 index 00000000..8ef090b1 --- /dev/null +++ b/arcpro/data_models.html @@ -0,0 +1,299 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Data models

+

Resources: +ESRI Academy +

+Launch ArcGIS Pro and login with ArcGIS Online credentials if required. +Select New> Map> Create New Project. +Create a new project in your preferred workspace, +in the instructions below we are using the default C:\Users\myname\Documents\ArcGIS\Projects\ folder. +

+Use your judgement to decide which maps to include in your report. +Please use the export to image method from the previous lesson rather than screen shots of the whole program. + +

Find the geoprocessing tools used in the assignment in theGeoprocessing pane. +You can search or browse the toolboxes. + +

Convert Data from Raster to Raster: change resolution

+ +

+Compare resampling by nearest neighbor for discrete and continuous raster maps: + +

+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+select elev_ned
+select landcl96
+"OK"
+You can also browse to the dataset in the catalog pane and drag a feature or raster onto the map frame or contents pane.
+
+In the Geoprocessing pane, search for and select the "resample" tool.
+Set 'Input Raster' to 'landcl96'
+Set 'Output raster' to 'C:\Users\username\Documents\ArcGIS\Projects\Assignment2a\Assignment2a.gdb\landcl_10m'
+Set 'Output Cell Size' for x and y each to '10'
+Set 'Resampling Technique' to 'NEAREST'
+Click 'Run'
+
+In the Geoprocessing pane, search for and select the "resample" tool.
+Set 'Input Raster' to 'elev_ned'
+Set 'Output raster' to 'C:\Users\username\Documents\ArcGIS\Projects\Assignment2a\Assignment2a.gdb\ned_10m_nn'
+Set 'Output Cell Size' for x and y each to '10'
+Set 'Resampling Technique' to 'NEAREST'
+Click 'Run'
+
+ +

+Check the resampled elevation surface using the aspect map: + +

+In the Geoprocessing pane, search for and select the "aspect" tool.
+Set 'Input Raster' to 'ned_10m_nn'
+Set 'Output Raster' to 'C:\Users\username\Documents\ArcGIS\Projects\Assignment2a\Assignment2a.gdb\aspect_10m_nn'
+Leave method as 'Planar'
+Click 'Run'
+
+ +

+Reinterpolate DEMs (continuous raster data) using bilinear and bicubic interpolation: + +

+In the Geoprocessing pane, search for and select the "resample" tool.
+Set 'Input Raster' to 'elev_ned'
+Set 'Output raster' to 'C:\Users\username\Documents\ArcGIS\Projects\Assignment2a\Assignment2a.gdb\ned_10m_bi'
+Set 'Output Cell Size' for x and y each to '10'
+Set 'Resampling Technique' to 'Bilinear'
+Click 'Run'
+
+In the Geoprocessing pane, search for and select the "resample" tool.
+Set 'Input Raster' to 'elev_ned'
+Set 'Output raster' to 'C:\Users\username\Documents\ArcGIS\Projects\Assignment2a\Assignment2a.gdb\ned_10m_bc'
+Set 'Output Cell Size' for x and y each to '10'
+Set 'Resampling Technique' to 'Cubic'
+Click 'Run'
+
+ +

+Check the interpolated elevation surface using aspect maps: + +

+In the Geoprocessing pane, search for and select the "aspect" tool.
+Set 'Input Surface' to 'ned_10m_bi'
+Set 'Output raster' to 'C:\Users\username\Documents\ArcGIS\Projects\Assignment2a\Assignment2a.gdb\aspect_10m_bi'
+Click 'Run'
+
+In the Geoprocessing pane, search for and select the "aspect" tool.
+Set 'Input Surface' to 'ned_10m_bc'
+Set 'Output raster' to 'C:\Users\username\Documents\ArcGIS\Projects\Assignment2a\Assignment2a.gdb\aspect_10m_bc'
+Click 'Run'
+
+ +

+Resampling to lower resolution (downscaling) for continuous field data: + +

+In the Geoprocessing pane, search for and select the "Aggregate" tool.
+Set 'Input raster' to 'elev_ned'
+Set 'Output raster' to 'C:\Users\username\Documents\ArcGIS\Projects\Assignment2a\Assignment2a.gdb\el_90m_mean'
+Set 'Cell factor' to 3
+Set 'Aggregation technique' to 'MEAN'
+Click 'Run'
+
+ +

+Resampling to lower resolution (downscaling) for discrete categories: + + +

+In the Geoprocessing pane, search for and select the "resample" tool.
+Set 'Input raster' to 'landcl96'
+Set 'Output raster' to 'C:\Users\username\Documents\ArcGIS\Projects\Assignment2a\Assignment2a.gdb\landcl_mode'
+Set 'Output Cell Size' for x and y each to '90'
+Set 'Resampling technique' to 'Majority'
+Click 'Run'
+
+ +

Convert Data from Vector to Raster using a working region

+Convert SW Wake subarea of geology layer to 30m raster. + +
+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncshape.gdb
+Select 'geology'
+Select 'swwake_10m'
+
+In the Geoprocessing pane, search for and select the "Polygon To Raster" tool.
+Set Input Features to 'geology'
+Set Value Field to 'GEO_NAME'
+Set Output Raster Dataset to 'C:\Users\username\Documents\ArcGIS\Projects\Assignment2a\Assignment2a.gdb\rast_geo'
+Set Cellsize to 30
+Leave the remaining fields as their defaults
+Click 'Run'
+
+ +

+Adjust the working region: + +

+Click 'Environments' tab (top of geoprocessing pane pane)
+Under 'Processing Extent' Set the processing extent to 'Same as layer' and select 'swwake_10m'
+Click 'Run'
+
+ +

+Convert SW Wake subset of streets_wake layer +to 30m raster representing speed limit: + +

+On the Map tab, in the Layer group, click 'Add Data'
+Browse to 'C:\Users\myname\Documents\ArcGIS\582data\ncshape.gdb'
+Select 'streets_wake'
+
+In the Geoprocessing pane, search for and select the "PolyLine To Raster" tool.
+Set Input Features to 'streets_wake'
+Set Value Field to 'SPEED'
+Set Output Raster Dataset to 'C:\Users\username\Documents\ArcGIS\Projects\Assignment2a\Assignment2a.gdb\rast_spdroads'
+Set Cellsize to 30
+Leave the remaining fields as their defaults
+Click 'Run'
+
+ +

+Adjust the working region: + +

+Click 'Environments' tab (top of geoprocessing pane pane)
+Under 'Processing Extent' Set the processing extent to 'Same as layer' and select 'swwake_10m'
+Click 'Run'
+
+ +

+Convert point data to raster. +We will try this without loading the point layer into the map first: + +

+In the Geoprocessing pane, search for and select the "Point To Raster" tool.
+Set Input Features to 'C:\Users\myname\Documents\ArcGIS\582data\ncshape.gdb\Schools_Wake'
+Set Value Field to 'CORECAPACI'
+Set Output Raster Dataset to sw_rast
+Set Cellsize to 200
+Click 'Run'
+
+ +

Convert Data from Raster to Vector

+ +
+On the Map tab, in the Layer group, click 'Add Data'
+Browse to 'C:\Users\myname\Documents\ArcGIS\582data\ncsrast.gdb'
+Select 'bas_50k'
+# The raster 'bas_50k' is floating point, convert the values to integer (check with RMC on 'bas_50k'-->Properties. Look at 'Pixel Type')
+
+In the Geoprocessing pane, search for and select the "Raster Calculator" tool.
+Type in the expression  Int("bas_50k")
+Set Output to bas_50kint
+Click 'Run'
+
+In the Geoprocessing pane, search for and select the "Raster To Polygon" tool.
+Set Input Raster to 'bas_50kint'
+Set Field to 'Value'
+Set 'Output Polygon Features' to 'C:\Users\username\Documents\ArcGIS\Projects\Assignment2a\Assignment2a.gdb\bas_50Kpoly
+Uncheck 'Simplify Polygons' if checked.
+Click 'Run'
+
+ +

+Export data to format readable by other software

+ +Export vector data to shapefile: + +
+From the Catalog Tab"
+Navigate to and open: ncshape.gdb
+RMC roadsmajor->Export->To Shapefile
+Set Output Location to 'C:\Users\username\Documents\ArcGIS\Projects\Assignment2a'
+Set output Feature Class to 'roads_shp'
+Click 'Run'
+
+ +

+Export raster data to grid ascii: + +

+In the Geoprocessing pane, search for and select the "Raster to ASCII" tool.
+Set Input Raster to ncrast.gdb\landcl96
+Set output ASCII to: 'C:\Users\username\Documents\ArcGIS\Projects\Assignment2a\landcl96.asc
+Click 'Run'
+
+Navigate to and open landcl96.asc in NotePad
+Examine the contents
+Close landcl96.asc
+
+ +
+ + + +
+
+ + + diff --git a/arcpro/data_visualization.html b/arcpro/data_visualization.html new file mode 100644 index 00000000..ffd58a06 --- /dev/null +++ b/arcpro/data_visualization.html @@ -0,0 +1,405 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Data display and visualization

+

Resources: +ESRI Academy (Formerly ESRI virtual campus) +

+Launch ArcGIS Pro and login with ArcGIS Online credentials if required. +Select New> Map> Create New Project. +Create a new project in your preferred workspace, +in the instructions below we are using the default C:\Users\myname\Documents\ArcGIS\Projects\ folder. +

+Use your judgement to decide which maps to include in your report. +

+ +

Viewing data in 2D

+ +

Raster data symbology

+Display land use classes using custom color, add labels: + +
+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+select 'landcl96'
+'OK'
+RMC landcl96->Symbology
+In the 'symbology' pane, in the Label column, LMC on the label number to replace numbers 1-7 with these labels, respectively:
+developed
+agriculture
+herbaceous
+shrubland
+forest
+water
+sediment
+
+In the 'symbology' pane, LMC on the color column boxes and replace the color for each land use with a more intuitive one.
+
+ +

+Save as layer to preserve the new color scheme and labels: + +

+RMC on the landcl96 entry in the Contents ->'Sharing'->'Save as layer file...'
+Save as landcl96.lyr in your assignment folder
+
+ +

+Display only categories 1 and 2 from the land use map: + +

+RMC landcl96->Symbology
+In the 'symbology' pane, LMC to select items 3 - 7 (herbaceous - sediment)
+RMC Remove button to remove values 3 through 7
+
+ +

+Display only elevation higher than 100 m over a geology map: + +

+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+select 'geology'
+select 'elev'
+'OK'
+RMC elev->Symbology
+In the 'Symbology' pane, Change 'Strech' to 'Classify'
+Set the method to 'Equal Interval'
+Set Classes to 10
+On the 'Advanced symbol options' tab of the 'Symbology' pane->'Data Exclusion'-> enter '0-100'
+Select the "Appearance" tab from the top ribbon
+Set Transparency to 50% in the "Effects" group of the ribbon
+
+ +

+Change colors for raster maps: +

+RMC elev->Symbology
+In the 'Symbology' pane, change the color scheme to one of the predifined elevation ramps
+(hover over each scheme to see the color ramp name)
+
+ +

+Use a histogram equalized color table to display topographic slope: + +

+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+select 'slope'
+'OK'
+RMC slope->Symbology
+Choose the 'Green to Red' color ramp
+Change the Stretch Type to 'Histogram Equalize'
+
+ +

Legend, scale, grid

+

+Make a map with a legend, scale and grid: + +

+Turn off all layers except landcl96 in the Contents pane
+
+

+add the streams layer +

+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncshape.gdb
+select 'streams'
+'OK'
+Change the streams color to blue 
+RMC streams->Symbology
+Click the symbol line to open the 'Format line symbol' option
+Click the 'Properties' tab
+Change the color to a blue and line width to 1.25
+'Apply'
+Toggle to Layout View: 
+Select the 'Insert' tab from the top ribbon, project group->'New Layout'
+Select a template appropriate for your map
+On the topr ribbon->Insert tab->Map frames group-> add a 'Map Frame' 
+by dragging a box on the layout
+
+ +

+Assign a fixed scale for the layout: + +

+In the map layout window, Contents pane, RMC 'Map Frame'->Properties
+Click the 'Dispay Options' tab in the 'Element/Format Map Frame' pane
+Select 'Fixed Scale' under constraint and set it to 1:50,000
+
+ +

+Add a legend
+ +

+On the 'Insert' tab in the 'Map Surrounds' group, click 'Legend'
+Click and drag on the layout to create the legend
+RMC on your new legend->Properties.  A new 'Element' pane will open
+In the legend/Element pane, Click to show on legend title
+Replace the text "Legend" with "Land Classification" 
+
+On the 'Display' tab of the element pane
+Add a Legend Frame Border (select one as you feel appropriate)
+Add a white Frame Background. Set the cap to X:0.1in and Y:0.1in (as in the Frame Border)
+Adjust the border x and y gap to 0.1 in each
+Drag the legend to a more appropriate location, and resize it to make it "fit" into your map.
+
+ +

+Add a scale bar: + +

+On the 'Insert' tab, in the 'Map Surrounds' group, click the 'Scale Bar' button
+Select a scale bar (your choice)
+Click and drag on the layout to create the scale bar.
+RMC on the scale bar-> Properties 
+In the 'Element' pane, set Division Units to kilometers
+Set the division value to a whole number and set 'Resize Behavior to 'Adjust width'
+Place and resize the legend as you see fit for your map design. Make sure that the numbers on the scale are reasonable (round numbers preferably). 
+
+ +

+Add a grid: + +

+On the 'Insert' tab, in 'the Map Frames' group, click the 'Grid' button
+select a 'Measured Grid' option
+
+ +

+Display roads with labels: + +

+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncshape.gdb
+select 'roadsmajor'
+'OK'
+RMC roadsmajor->Symbology
+Click the symbol line to open the 'Format line symbol' option
+Search or browse the 'Gallery' and change the symbol to Expressway 
+Select roadmajor in the contents pane. On the ribbon, under Feature Layer, click the Labeling tab, and click 'Label'
+In the 'Label class' group, select 'Road_Name' from the dropdown.
+Change the font and size in the 'Text Symbol' group.
+Use the 'Label placement' group to select 'North American Streets'
+
+Or, RMC roadsmajor->Labeling Properties
+Language should be 'Arcade'
+Expression $feature.ROAD_NAME
+Font, size and placement options can be changed in this pane as well.
+Find and use the 'Halo' option under 'Symbol'
+
+Export the layout to pdf
+Share tab on the ribbon->export group->layout
+
+ +

Compare hillshades

+ +

+

+Go back to the Map window and remove all the layers from TOC (or you can create a new project)
+Add 'elev' from the ncrast geodatabase
+Change the color ramp for elev to an appropriate elevation color scheme
+
+

+Compare different types of hillshade effects from an elevation map +

1. Hillshade generated using the 3D Analyst Extension. + +

+In the Geoprocessing pane, search for and select the "hillshade" tool.
+Select elev as input, hillsh_el as output, z factor=3
+Click 'Run'
+The new hillshade should have been added to the contents pane above your elev raster
+If not, drag the hillshade above the elev raster
+Change the Hillshade to 50% transparency
+
+ +

+2. Hillshade generated with the "Raster Functions" tool: + +

+On the Analysis ribbon --> Raster group->'Raster Functions' pane
+Expand the Surface functions and select the Hillshade option (or search for Hillshade in the Raster Functions pane).
+Select 'elev' as the raster
+Set the Z to 3 to exaggerate the height variation in the terrain
+Click 'Create new layer' to create a new layer in the current map.
+(Note that this is only a new display of the processed data—it is not a new raster dataset)
+The new hillshade should have been added to the contents pane above your elev raster
+If not, drag the hillshade above the elev raster
+Change the Hillshade to 50% transparency
+
+ +

+To examine the differences, zoom into an area of the data and toggle the hillshade layer +on and off (by repetitively checking and unchecking the layer in the TOC). The rapid image interchange emphasizes differences. +

+In order to copare the results with elev with no hillshade applied you can load the elev layer again, without checking the hillshade effect in Symbology tab + +

Viewing data in 3D using a Scene

+In ArcGIS Pro, a 3D map is called a scene. +A scene can be viewed in either global or local mode. +Global mode is best for very large study areas. Local mode is best for smaller study areas. +You can view any scene as a global scene or a local scene by clicking the Global button or the Local button in the View group on the View tab. +Start a Local Scene: + +
+With the 'elev' raster still in the map
+View tab on the ribbon->view->convert->'To Local Scene'
+A new 'Map_3d' window tab should open
+
+ +

+Or create a new Local Scene: + +

+Start a new projectSelect 'Local Scene' from the templates
+On the Map tab, in the Layer group, click 'Add Data'
+Add 'ncrast.gdb\elev'
+
+ +

+Display 2-dimensional data as a 3-D surface (to render in 3-D): + +Add a ground elevation surface: +

+On the Map tab, in the Layer group, click 'Add Data'->'Elevation source'
+Add 'ncrast.gdb\elev'
+
+ +

+To change the vertical exaggeration (z-value multiplier, default is 1) for a layer: + +

+In the Contents pane, under Elevation Surfaces, click Ground
+The Elevation Surface contextual tab set appears on the ribbon
+Under Elevation Surface, click the Appearance tab
+In the Drawing group, for Vertical Exaggeration, type 10
+
+ +

+Drape a vector feature over the 3-D (raster) surface: + +

+On the Map tab, in the Layer group, click 'Add Data'
+Add  'ncshape.gdb\streets_wake'
+It may add the layer to the 3d layers in the contents pane.  
+If so, Drag the layer to the 2d Layers group above 'elev'
+
+ +

+this action will both drape the vector streets on the raster surface, +and clip the extent of the much larger streets data to that of the surface. + +Change the color ramp for a layer: + +

+RMC 'elev'-> Symbology
+Use the 'Gallery' tab to scroll through the available ESRI-provided ramps.
+Choose one of the color ramps
+
+ +

+Change the background color (useful for enhancing visualization). + +

+RMC 'Scene' in the 'Contents' pane->Properties ***May be Map_3d instead of scene***
+Go to the 'General' tab
+Choose the black color patch from the color palette drop-down menu
+Click 'OK'.
+
+ +

+Adjust the direction (azimuth and altitude) and contrast of the light applied the surface: + +

+Reset the background color to white (refer to previous task)
+In the 'Contents' pane, under 'Elevation Surfaces', click 'Ground'
+The 'Elevation Surface' contextual tab set appears on the ribbon
+In the 'Surface' group, Check 'Shade relative to light position'
+
+RMC 'Map_3d' in the 'Contents' pane->Properties
+Go to the 'Illumination' tab
+Reposition the light source by changing altitude and azimuth
+Click 'OK'
+
+

+ + +

+Adjust the lighting contrast: + +

+RMC 'Map_3d' in the 'Contents' pane->Properties
+Go to the 'Illumination' tab
+Use the contrast slider to adjust contrast value
+Click 'OK'
+
+ + + +
+ + + +
+
+ + + diff --git a/arcpro/hydrology.html b/arcpro/hydrology.html new file mode 100644 index 00000000..7ea2835c --- /dev/null +++ b/arcpro/hydrology.html @@ -0,0 +1,217 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Flow routing and watershed analysis

+

Resources: +ESRI Academy +

+Launch ArcGIS Pro and login with ArcGIS Online credentials if required. +Select New> Map> Create New Project. +Create a new project in your preferred workspace, +in the instructions below we are using the default C:\Users\myname\Documents\ArcGIS\Projects\ folder. +

+Use your judgement to decide which maps to include in your report. +

+ +

Derive flow pattern and streams from 10m NED

+ +Fill the sinks in DEM: + +
+In the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+select 'elev'
+'Ok'
+In the Geoprocessing pane, search for and select the 'Fill' tool
+Set 'Input surface raster' to 'elev'
+Set 'Output Surface Raster' to 'Fill_elev1'
+Click 'Run'
+
+ +

+Compute flow direction: + +

+In the Geoprocessing pane, search for and select the 'Flow Direction' tool
+Set 'Input surface raster' to 'Fill_elev1'
+Set 'Output flow direction raster' to 'FlowDir_fill1'
+Click 'Run'
+
+ +

+Compute flow accumulation: + +

+In the Geoprocessing pane, search for and select the 'Flow Accumulation' tool
+Set 'Input flow direction raster' to 'FlowDir_fill1'
+Set 'Output accumulation raster' to 'FlowAcc_fill1'
+Click 'Run'
+
+ +

+Change the color table to something better - +e.g. STRECHED yellow-green-blue, histogram equalized (Strech type) works well.
+If the resolution of your screen is not good enough to see connected streams, +zoom-in to see the detail.
+Compare with streams digitized from high resolution orthophoto: + + +

+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncshape.gdb
+select 'streams'
+'OK'
+
+ +

+Change color to red: how do the derived streams fit with the digitized data? + +

+Derive drainage basins: +

+In the Geoprocessing pane, search for and select the 'Basin' tool
+Set 'Input d8 flow direction raster' to 'FlowDir_fill1'
+Set 'Output Raster' to 'Basins_fill1'
+Click 'Run'
+
+ +

+Derive flow path length: + +

+In the Geoprocessing pane, search for and select the 'Flow Length' tool
+Set 'Input flow direction raster' to 'FlowDir_fill1'
+Set 'Output Raster' to 'flowlength'
+Click 'Run'
+
+ +

Derive stream network and watersheds from 30m NED

+ + +First check whether we have sinks, if yes, fill them in. +
+In the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+select 'elev_ned'
+In the Geoprocessing pane, search for and select the 'Flow Direction' tool
+Set 'Input surface raster' tp 'elev_ned' 
+Set 'Output flow direction raster' to 'FlowDir_el30'
+Click 'Run'
+
+In the Geoprocessing pane, search for and select the 'Sink' tool
+Set 'input d8 flow direction raster' to 'FlowDir_el30'
+Set 'output raster' to 'sinks30'
+Click 'Run'
+
+In the Geoprocessing pane, search for and select the 'Fill' tool
+Set 'Input surface raster' to 'elev_ned'
+Set 'Output Surface Raster' to 'Fill_elev30'
+Click 'Run'
+
+Compute flow direction and flow accumulation +
+In the Geoprocessing pane, search for and select the 'Flow Direction' tool
+Set 'Input surface raster' to 'Fill_elev30'
+Set 'Output flow direction raster' to 'FlowDir_fil30'
+Click 'Run'
+
+In the Geoprocessing pane, search for and select the 'Flow Accumulation' tool
+Set 'Input flow direction raster' to 'FlowDir_fil30'
+Set 'Output accumulation raster' to 'Flowacc_fil30'
+Click 'Run'
+
+ +Extract streams from flow accumulation using map algebra +
+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+expression= Con( "Flowacc_fil30" > 10000, 1, 0 ) output=Streams_der30
+Click 'Run'
+
+Create stream links from the stream raster and derive watersheds draining into these stream links: +
+In the Geoprocessing pane, search for and select the 'Stream Link' tool
+Set 'Input stream raster' to 'Streams_der30'
+Set 'Input flow dir raster' to 'FlowDir_fil30'
+Set 'Output' to 'Source30'
+
+In the Geoprocessing pane, search for and select the 'Watershed' tool
+Set Input d8 flow direction raster to 'FlowDir_fil30'
+Set 'Input raster or Pour point data' to 'Source30'
+Leave 'Pour point field' set to 'value'
+Set 'Output' to 'Watersheds30'
+
+ + + +
+ + + +
+
+ + + diff --git a/arcpro/hydrology_erosion.html b/arcpro/hydrology_erosion.html new file mode 100644 index 00000000..9ffb3fa2 --- /dev/null +++ b/arcpro/hydrology_erosion.html @@ -0,0 +1,309 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Erosion modeling

+

Resources: +ESRI Academy +

+Launch ArcGIS Pro and login with ArcGIS Online credentials if required. +Select New> Map> Create New Project. +Create a new project in your preferred workspace, +in the instructions below we are using the default C:\Users\myname\Documents\ArcGIS\Projects\ folder. +

+Use your judgement to decide which maps to include in your report. +

+ +

Compute soil detachment rate using USLE3D

+ +Compute a map of soil detachment rate using USLE3D equation which assumes that there is no deposition.
+This represents detachment limited sediment transport by overland flow.
+
+E = RKLSCP
+
+

where +

    +
  • E is the annual soil detachment rate (soil loss)
    • +
  • R is the rainfall
    • +
  • K is the soil
    • +
  • C is the land cover
    • +
  • P is the preventive measures factor
    • +
  • LS = 1.4 * (U/22.1)**0.4 * (sin (slope)/0.09)**1.2
    +LS is the topography factor, U is contributing area per unit width (function of flow accumulation)
    • +
+

+For units and explanation of constants see Erosion modeling notes
+ +

+First compute slope, and flow accumulation for the elevation raster map e_lid792 (NOT elid_792): +--Leave other values defaul if not specified-- +

+In the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+select 'e_lid792'  (NOT elid_792)
+"Ok"
+
+ +

+Compute slope_1m map using the Slope function, we will use it later: + +

+In the Geoprocessing pane, search for and select the 'Slope' tool
+input'e_lid792
+output=slope_1m
+Keep 'DEGREES' for output measurement
+
+ +

+Compute the flow accumulation map Flowacc: +

+In the Geoprocessing pane, search for and select the 'Fill' tool
+input=e_lid792 
+output=Fill_e_lid
+
+In the Geoprocessing pane, search for and select the 'Flow Direction' tool
+input=Fill_e_lid 
+ouput=FlowDir_fil
+
+In the Geoprocessing pane, search for and select the 'Flow Accumulation' tool
+input=FlowDir_fil 
+output=Flowacc
+
+ +

LS factor

+Build an expression in the Spatial Analyst Raster Calculator for lsfac map +using the Flowacc and slope_1m layers you just generated.
+

+Note that the lsfac map represents the topographic factor LS used in the USLE3D model.
+Flowacc map multiplied by resolution is the contributing area per unit width U. + +

+Type in the expression for lsfac layer (make sure you have spaces around operators).
+Slope should be in radians, +flowaccumulation is in number of cells so we multiply by resolution: + +

+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+expression=
+1.4 * (Power("Flowacc" * 1. / 22.1 , 0.4) * Power(Sin("slope_1m" * math.pi/180.0) / 0.09, 1.2))
+Set the 'output raster' to 'lsfac'
+Click 'Run'
+
+ +

Soil loss

+ +Now build the expression for soil detachment rate E (soil loss) s_loss. From the formula +
+E = RKLSCP
+
+We computed LS factor +R factor is considered to be constant and set to 270.0 +K factor values can be added as a layer ncrast.gdb/soils_kf +C factior values can be added as a layer ncrast.gdb/cfactb +P factor (prevention measures) is here taken to = 1. +

+Multiplying all the factors in Raster Calculator we will compute the raster map of erosion rate +

+Add ncrast.gdb/soils_kf
+Add ncrast.gdb/cfactb
+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+expression=
+270.0 * "cfactb" * "lsfac" * "soils_kf"
+Set the 'output raster' to 's_loss'
+
+ +Adjust color scheme for the s_loss map - histogram equalized stretch type may be needed +Find average soil loss rate in the area from the s_loss map (in Properties:Source). + +

USPED model

+Compute net erosion and deposition as a divergence of sediment flow vector field.
+Note that custom color tables that cover entire range of values +including negative are important in this section. + +

+We have already computed slope_1m and flowaccumulation, but we will also need direction of flow.
+Compute aspect_1m map (direction of flow, direction of gradient vector) using the Aspect function: + +

+In the Geoprocessing pane, search for and select the 'Aspect'
+input=e_lid792 
+output=aspect_1m
+
+ +

+Build an expression for sflowtopo (topographic factor LS for sediment flow T) +using the Raster Calculator.
+For the exponents use m=n=1, resolution is 1. + +

+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+expression=
+"Flowacc" * 1. * Sin("slope_1m" * math.pi/180.0)
+output raster = sflowtopo
+
+ +

+OR use m=1.3 and n=1.2 for study areas with extensive rills.
+In this case, channels/streams will have large erosion rates due to high values of flowaccumulation. + + +

+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+expression=
+(Power("Flowacc" * 1. , 1.3) * Power((Sin("slope_1m" * math.pi/180.0)), 1.2))
+output raster = sflowtopo2
+
+ +

Compute divergence of sediment flow

+First compute components of sediment flow in x and y direction: +Calculate qsx +
+Be sure the 'cfactb' layer from earlier is in your map or you will recieve an error-
+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+expression=
+"sflowtopo" * "soils_kf" * "cfactb" * 270. * Cos((- "aspect_1m" + 450.) * math.pi / 180.0)
+Output raster = qsx
+
+Calculate qsy +
+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+expression=
+"sflowtopo" * "soils_kf" * "cfactb" * 270. * Sin((- "aspect_1m" + 450.) * math.pi / 180.0)
+Output raster = qsy
+
+ +

+Compute components of change in sediment flow in x and y direction +as partial derivatives of sediment flow field, derived from slope and aspect + - see eqs 1,2,3 from here. + +

+In the Geoprocessing pane, search for and select the 'Slope' tool
+input=qsx
+output=Slope_qsx
+In the Geoprocessing pane, search for and select the 'Aspect' tool
+input=qsx
+output=Aspect_qsx
+In the Geoprocessing pane, search for and select the 'Slope' tool
+input=qsy
+output=Slope_qsy
+In the Geoprocessing pane, search for and select the 'Aspect' tool
+input=qsy
+output=Aspect_qsy
+
+Compute qsx_dx and qsy_dy +
+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+expression=
+Cos((- "Aspect_qsx" + 450) * math.pi / 180.0) * Tan("Slope_qsx" * math.pi/180.0)
+output=qsx_dx
+expression=
+Sin((- "Aspect_qsy" + 450) * math.pi / 180.0) * Tan("Slope_qsy" * math.pi/180.0)
+output=qsy_dy
+
+ +

+Finally compute net erosion deposition: + +

+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+expression="qsx_dx" + "qsy_dy"
+output=erdep
+
+ +

+Assign an appropriate color classification scheme to the erdep raster and generate a map for the report.
+ +Note: the differences in the erdep are subtle and the default color table will almost assuredly render
+the erosion deposition map in a way that little detail is revealed.
+You are free to experiment with the the tools in Arc in order to define classification scheme which will +reveal the erosion/deposition pattern.
+Here's an option that should yield pretty good contrast between erosion and deposition: + +

+RMC the erdep layer->Symbology
+Select 'Classify' from 'Primary symbology'
+Set Classes to 11
+Choose a broad, divergent color ramp from the Color Scheme drop down field
+that ranges from brown grading through white to green (brown-green continuous)
+Edit the eleven break values (located in the classes tab) to:
+-250000.00  (data minimum)
+-50.00
+-5.00
+-1.00
+-0.10
+0.10
+1.00
+5.00
+50.00
+330000.00    (data maximum)
+
+ +You should now see the erosion and deposition areas rendered with pretty good contrast. + +
+ + + +
+
+ + + diff --git a/arcpro/interpolation_1.html b/arcpro/interpolation_1.html new file mode 100644 index 00000000..a4dc0f78 --- /dev/null +++ b/arcpro/interpolation_1.html @@ -0,0 +1,272 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Spatial interpolation and approximation I: methods

+

Resources: +ESRI Academy +

+Launch ArcGIS Pro and login with ArcGIS Online credentials if required. +Select New> Map> Create New Project. +Create a new project in your preferred workspace, +in the instructions below we are using the default C:\Users\myname\Documents\ArcGIS\Projects\ folder. +

+Use your judgement to decide which maps to include in your report. + +

Compute DEM based on voronoi polygons

+Compute DEM based on voronoi polygons and check it with hillshade.
+Compute and display voronoi polygons with centroids (clear data frame). + +
+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncshape.gdb
+select 'elev_lid792_randpts'
+'OK'
+
+In the Geoprocessing pane, search for and select the 'Create Thiessen Polygons' tool
+Set 'Input Features' to 'elev_lid792_randpts'
+Set 'Output Feature Class' to 'elev_vor.shp'
+Set 'Output Fields' to 'All fields'    
+Click 'Run'
+In the Geoprocessing pane, search for and select the 'Feature to Point' tool
+Set 'Input Features' to 'elev_vor'
+Set 'Output Feature Class' to 'vor_center.shp'
+Leave the 'Inside' box unchecked
+Click 'Run'
+
+ +

+Convert to raster and display with standard elevation color. + +

+In the Geoprocessing pane, search for and select the 'Polygon To Raster' tool
+Set 'Input Feature' to 'elev_vor'
+Set 'Value Field' to 'value_'
+Set 'Output Raster Dataset' to 'elev_vor2m'
+Set 'Cellsize' to '2'         
+Click 'Run'
+
+ +

+Set the Raster Analyst Cell Size to 2m in Environment Settings. + +

+On the top ribbon->'Analysis' tab->'Geoprocessing' group->'Environments'->'Raster Analysis' section
+NOTE: this will set the default cell size to 2 units (meters) for all subsequent processing.
+Set 'Cell Size' to a value of 2 by typing in the box
+Click 'OK'
+
+ +

+Check the result using hillshade. + +

+In the Geoprocessing pane, search for and select the 'Hillshade' tool
+Set 'Input Raster' to 'elev_vor2m'
+Set 'Output Raster' to 'Hillsh_vor_2m'
+Click 'Run'
+
+ +

Interpolate DEM using TIN and check it in a Scene or with hillshade

+First create TIN: + +
+In the Geoprocessing pane, search for and select the 'Create TIN' tool
+Set 'Output TIN' to 'elev_lid792_TIN'
+Set Input Feature Class to 'elev_lid792_randpts'
+Set the 'height field' to 'value_'
+Set 'Type' to 'Mass_Points'
+Click 'Run'
+
+ +

+Interpolate TIN to raster DEM.
+

+In the Geoprocessing pane, search for and select the 'TIN to Raster' tool
+Set 'Input Tin' to 'elev_lid792_TIN'
+Set Output Raster to tinrast_2m
+Change the 'Sampling Distance' to 'CELLSIZE' and sampling value to '2'
+Leave all else as default
+Click 'Run'
+
+ +

+Display as hillshade: + +

+In the Geoprocessing pane, search for and select the 'Hillshade' tool
+Set 'Input Raster' to 'tinrast_2m'
+Set 'Output Raster' to 'Hlshtinrast2m'
+Click 'Run'
+
+ +Alternatively, convert your map to a Local Scene and visualize as described in the previous assignment. + +

Create the Terrain Model using the Terrain Wizard

+

+A terrain dataset is a multiresolution, TIN-based surface built from lidar/sonar/photogrammetric measurements stored as features in a geodatabase. + +

+Create a new feature dataset called 'terrain' in the your assignment 3 geodatabase. +

+In the Geoprocessing pane, search for and select the 'Create Feature Dataset' tool
+Set 'Output geodatabase' to the project geodatabase
+Set 'feature dataset name' to 'terrain'
+Set 'coordinate system' to match elev_lid792_randpts
+click "Run"
+
+ +

+Add the feature class data that will be used to create the terrain +

+In the Geoprocessing pane, search for and select the 'Feature class to feature class' tool
+Set 'input features' to 'elev_lid792_randpts'
+Set 'output location' to 'terrain'
+Set 'output feature class' to 'elev_lid792_rand_fc'
+Click 'Run'
+
+ +

+Run the Create Terrain tool +

+In the Geoprocessing pane, search for and select the 'Create Terrain' tool
+Set 'Input feature dataset' to 'terrain'
+Set 'Output Terrain' to 'elev_lid792_TER'
+Set the 'Average point spacing' to '1' (average distance between points)
+Set 'Pyramid type' to 'Z tolerance'
+Click 'Run'
+
+ +Build Terrain Pyramids +
+In the Geoprocessing pane, search for and select the 'Add terrain pyramid level' tool
+Set 'Input terrain' to 'elev_lid792_TER'
+For 'Pyramid levels definition' type each of the following on a new line:
+1 5000
+2.5 10000
+5 25000
+10 50000
+Click 'Run'
+
+ +

+Using the settings above, the full-resolution data is used in map displays up to a scale of 1:5,000, +Between 1:5,000 and 1:10,000, only the data necessary to achieve an approximate vertical tolerance of 2.5, relative to the full-resolution data, is used. +Between 1:10,000 and 1:25,000, a tolerance of 5 is used. For any scale smaller, a tolerance of 10 is used to display the terrain data. + +

+Add the feature class to the terrain +

+In the Geoprocessing pane, search for and select the 'Add Feature class to terrain' tool
+Set 'input terrain' to 'elev_lid792_TER'
+Set 'input features' to ''elev_lid792_rand_fc'
+Set 'height field' to 'value_'
+Click "Run"
+
+ +

+Build terrain +

+In the Geoprocessing pane, search for and select the 'Build terrain' tool
+Set 'input terrain' to 'elev_lid792_TER'
+Click "Run"
+
+ +Compute a raster DEM from Terrain, +
+In the Geoprocessing pane, search for and select the 'Terrain to Raster' tool
+Set 'Input Terrain' to 'elev_lid792_TER'
+Set Output Raster 'terrast_2m'
+Change the 'Sampling Distance' to 'CELLSIZE' and value to '2' 
+Leave all else as default
+Click 'Run'
+
+ +

Interpolate DEM using IDW and check it with hillshade

+ +Interpolate DEM using IDW: + +
+In the Geoprocessing pane, search for and select the 'IDW' tool
+Set 'Input point features' to 'elev_lid792_randpts'
+Set 'Z value field' to 'value_'
+Set 'Output Raster' to 'elev_idw_2m'
+Leave the other inputs as defaults
+Click 'Run'
+
+ +

+Check the interpolated elevation surface using hillshade: + +

+In the Geoprocessing pane, search for and select the 'Hillshade' tool
+Set 'Input raster' to 'elev_idw_2m'
+Set 'Output Raster' to 'Hillsh_idw_2m'
+
+ +
+ + + +
+
+ + + diff --git a/arcpro/interpolation_2.html b/arcpro/interpolation_2.html new file mode 100644 index 00000000..5949d604 --- /dev/null +++ b/arcpro/interpolation_2.html @@ -0,0 +1,148 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Spatial interpolation and approximation II

+

Resources: +ESRI Academy +

+Launch ArcGIS Pro and login with ArcGIS Online credentials if required. +Select New> Map> Create New Project. +Create a new project in your preferred workspace, +in the instructions below we are using the default C:\Users\myname\Documents\ArcGIS\Projects\ folder. +

+Use your judgement to decide which maps to include in your report. + +

Interpolation using splines

+Interpolate elevation surfaces from spot point heights using the Spline tool +in the Spatial Analyst toolbox.
+Use three different weights (0.1, 1, 1000) to control the tension, and thus, the resulting surface character.
+For the first interpolation, you'll leave the Weight field blank, accepting the default 0.1 value.
+In subsequent interpolations, you'll enter the explicit weights. + +
+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncshape.gdb
+select elev_lid792_randpts
+'OK'
+
+In the Geoprocessing pane, search for and select the 'Spline' tool
+Set 'Input Point Features' to 'elev_lid792_randpts'
+Set 'Z value field' to 'value_'
+Set 'Output Raster' to 'elev_tps'
+Set 'Output cell size' to '2'
+Set to Spline Type to 'TENSION'
+Leave the other inputs as defaults 
+Click 'Run'
+
+ +

+Evaluate impact of interpolation function parameters on the resulting surface +using hillshade. +

+ +

+Top ribbon->Analysis->Geoprocessing Group->Raster Analysis->cell size
+enter '2' for cell size
+Click 'OK'
+In the Geoprocessing pane, search for and select the 'Hillshade' tool
+Set 'Input raster' to 'elev_tps'
+Set 'Output Raster' to 'Hillsh_tps'
+Leave the other inputs as defaults
+Click 'Run'
+
+ +

+Repeat the spline interpolations above, using weights of 1 and then 1000,
+and generate the associated hill shade surfaces.
+Compare the three hill shade surfaces, and discuss your findings in your report.
+(Tip, use the 'history' tab to reload and change values for previously run geoprocessing tools) + +

Interpolate surface using Radial Basis Functions

+Use the Geostatistical Analyst tool's Radial Basis Functions to generate at least +two different elevation surfaces by selecting different Kernel functions.
+In the first surface you'll use the RBF multi-quadric method.
+In the second, you'll choose Regularized Spline. + +
+In the Geoprocessing pane, search for and select the 'Radial Basis Functions' tool
+Set the 'input features' to 'elev_lid792_randpts'
+Set the 'Z value' to 'value_'
+Set the 'output raster' to 'elev_lid792_multi'
+Set the Radial basis function to 'Multiquadric'
+Click 'Run'
+
+ +

+Rerun the interpolation in the Radial Basis Functions tool using
+Set the Radial basis function to 'Completely Regularized Spline' and compare your results. +

Optional: compute empirical and model variogram for 'elev_lid792_randpts' +and interpolate the surface using kriging with a model variogram that +fits the best the empirical variogram. + +

+ + + +
+
+ + + diff --git a/arcpro/map_algebra.html b/arcpro/map_algebra.html new file mode 100644 index 00000000..6fa673b2 --- /dev/null +++ b/arcpro/map_algebra.html @@ -0,0 +1,345 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Geospatial Analysis I: global, zonal and focal operations, map algebra

+

Resources: +ESRI Academy +

+Launch ArcGIS Pro and login with ArcGIS Online credentials if required. +Select New> Map> Create New Project. +Create a new project in your preferred workspace, +in the instructions below we are using the default C:\Users\myname\Documents\ArcGIS\Projects\ folder. +

+Use your judgement to decide which maps to include in your report. +

+ +

Compute zonal statistics for feature data

+Add landuse feature class data. + +
+In the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+select 'landcl96'
+'Ok'
+RMC landcl96->'Attribute Table' in the Contents pane
+
+ +

+Add a field (column) to the attribute table: + +

+LMC Field, 'Add' along the top of the attribute window
+
+Set Field Name to 'area_sq_meters' and Data Type to 'Double'
+Click the 'X' on the fields tab to close the window.
+Save changes
+
+ +

+Calculate area (populate the area_sq_meters field): + +

+RMC the column heading and select 'Calculate Field'
+You will see the 'Calculate field' tool in the geoprocessing pane (this can also be searched like other geoprocessing tools)
+Input=landcl96
+Field=area_sq_meters
+Expression type= python 3
+Click on the empty acreage 'area_sq_meters=' field
+double left click on Count to add it to the equation
+Click on Multiply * button
+Type in 812.25 (i.e. area of each cell in square meters) 
+The field should now look like- !COUNT! * 812.25
+Click 'Run'
+Note the new values in the area_sq_meters field
+Close the Table
+
+ +

+Compute %area for each category in each zipcode zone. +Add zipcode data: + +

+In the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+select 'zipcodes'
+'Ok'
+
+In the Geoprocessing pane, search for and select the 'Tabulate Area' tool
+Set Input Raster or feature zone data to 'zipcodes'
+Set Zone field to 'VALUE'
+Set Input Raster or feature class data to 'landcl96'
+Set Class field to 'VALUE'
+Set Output Table to 'zip_sum'
+Set Processing cell size to '28.5'
+Click 'Run'
+
+ +

+View the Tabulate results: + +

+Look for a new 'Standalone Tables section at the bottom of the Contents pane
+RMC zip_sum->Open
+
+Explain how the data are presented. + +

Handling NULL data

+Create a copy of SRTM DSM map, converting cells with elevation=0 to NULL: + +
+In the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+select 'elev_srt'
+'Ok'
+RMC elev_srt->Data->Export Raster
+You will see the 'Export Raster' tool in the geoprocessing pane
+Set Output raster dataset to 'elev_srt2'
+Set the format to 'GRID'
+Click 'Export'
+
+ +

+Replace cells with elevation = 0 to nodata / NULL (i.e. -9999 for ArcGIS): + +

+In the Geoprocessing pane, search for and select the 'Set Null' tool
+Set Input Conditional Raster to 'elev_srt2'
+Click the 'New Expression' button and modify to 'Where VALUE is equal to 0'
+Set Input false raster or constant value to 'elev_srt2'
+Set Output raster to .\Map_algebra\elev_srt3
+Click 'Run'
+
+ +

Reclassification

+Recode a 360-direction aspect map to 8 directions (D8): + +
+In the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+select 'aspect'
+'Ok'
+In the Geoprocessing pane, search for and select the 'Reclassify' tool
+Set Input raster to 'aspect'
+Leave Reclass field as 'VALUE'
+Click the 'Classify' Button
+Set the Classes to '8'
+Click 'OK'
+Set the Output Raster to 'aspect_d8'
+Click 'Run'
+
+ +

Mosaicking

+Patching raster data (often called mosaicking): + +
+In the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+(hold down control key to select multiple layers)
+elid_782
+elid_783
+elid_792
+elid_793
+'Ok'
+In the Geoprocessing pane, search for and select the 'Mosaic To New Raster' tool
+Set Input Rasters to 'elid_782' , 'elid_783' , 'elid_792' , 'elid_793'
+Set Output Location to your project gdb
+Set Raster dataset name to 'elev_6m.tiff' (you do not need an extention for GDB rasters)
+Set Spatial reference to match one of the inputs
+Set Pixel type to 32_BIT_FLOAT
+Set Number of Bands to 1
+Leave the remaining fields as their defaults
+Click 'Run'
+
+ +

+Optional - have a look at the patched DEM in ArcScene. + +

Creating a subset

+Create a subset of the map elevation for a subregion: + +
+In the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+Select 'ortho01'
+Select 'elev'
+In the Geoprocessing pane, search for and select the 'Extract by Mask' tool
+Set Input Raster to 'elev'
+Set Input raster of feature mask data to 'ortho01'
+Set the out put raster to 'elev_mask'
+Click 'Run'
+
+ +

Map Algebra

+ +Compute Normalized Difference Vegetation Index (NDVI) +

+Explain the difference between FP and INT handling.
+(Note: make sure you have spaces around operators (=,-,/) ). + +

+In the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+Select 'lsat7_40'
+Select 'lsat7_30'
+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+Type in the expression:
+   ("lsat7_40" - "lsat7_30") / ("lsat7_40" + "lsat7_30")
+   Set Output raster to 'ndvi1'
+Click 'Run'
+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+Type in the expression: 
+   Float("lsat7_40" - "lsat7_30") / Float("lsat7_40" + "lsat7_30")
+   Set Output raster to 'ndvi2'
+Click 'Run'
+Assign the ndvi2 map a color ramp that has green for high values
+
+ +

+Compute the difference between the SRTM DSM and lidar-based NED DEM: + +

+In the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+Select 'elev_ned'
+Select 'elev_srt'
+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+Type in the expression: "elev_srt" - "elev_ned"  
+Set Output raster to 'elev_diff'
+Click 'Run'
+
+ +

+Create a custom color table to distinguish the negative and positive values: + +

+right click elev_diff->Symbology
+Select a 'Red to Green' color scheme
+
+ +

Working with the conditional function

+Create map of urban areas: + +
+In the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+Select 'landcl96' (this layer may already be present in your project)
+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+Type in the expression: Con( ("landcl96" == 1) | ("landcl96" == 2),"landcl96",0)  
+Set Output raster to 'calcmap5a'
+Click 'Run'
+
+ +

+Alternatively use the 'pick' tool: + +

+In the Geoprocessing pane, search for and select the 'Pick' tool
+Set input position raster to 'landcl96'
+Set the input rasters as constant values: 1 and 2. 
+Enter 1 and then 2 such that there are two entries (each value is on its own line).
+Set output raster to 'urban_pick'
+Click 'Run'
+
+ +

Handling null values

+ + +

+Create a map where all land use categories > 1 are set to null: + +

+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+Type in the expression: SetNull( "landcl96" > 1, "landcl96" )     
+Set output raster to 'developed'
+Click 'Run'
+
+ +

+Create mask for areas with elevation between 60 and 100m and land use 1 or 2: + +

+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+Type in the expression: 
+SetNull( (("elev" < 100) & ("elev" > 60)) & (("landcl96" == 1) | ("landcl96" == 2)), 1)
+Set output raster to 'mask'
+Click 'Run'
+
+ +
+ + + +
+
+ + + diff --git a/arcpro/terrain_analysis.html b/arcpro/terrain_analysis.html new file mode 100644 index 00000000..aeaa236e --- /dev/null +++ b/arcpro/terrain_analysis.html @@ -0,0 +1,188 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +Geomorphometry II: Spatial and Temporal Terrain Analysis +

Resources: +ESRI Academy (Formerly ESRI virtual campus) +

+Launch ArcGIS Pro and login with ArcGIS Online credentials if required. +Select New> Map> Create New Project. +Create a new project in your preferred workspace, +in the instructions below we are using the default C:\Users\myname\Documents\ArcGIS\Projects\ folder. +

+Use your judgement to decide which maps to include in your report. +

+ +

Compute basic topographic parameters from 10m NED

+ +
+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+select 'elev'
+In the Geoprocessing pane, search for and select the 'Slope' tool
+Set 'Input raster' to 'elev'
+Set 'Output raster' to 'Slope_elev'
+Set 'Output measurement' to 'DEGREE'
+Leave other fields as defaults
+Click 'Run'
+
+ +

+Do the same for Aspect and Curvature
+Try to create a meaningful diverging color table for curvatures +with two color shades and light color in the middle. + +

Compute topographic parameters from SRTM DEM and compare with NED

+ +
+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+select 'elev_srt'
+In the Geoprocessing pane, search for and select the 'Slope' tool
+Set 'Input raster' to 'elev_srt'
+Set 'Output raster' to '.\Analysis\Slope_el_srt'
+Set 'Output measurement' to 'DEGREE'
+Leave other fields as defaults
+Click 'Run'
+
+right mouse click 'Slope_el_srt->Symbology->primary symbology 'Classify' 
+Classes tab->more->'Show Statistics'
+
+ +

+Compare mean and stddev in Classification statistics with 10m NED derived slope.
+Explain the differences between slope from 10m NED and 30m SRTM. + +

Compare slope and aspect, from TIN and from 1m raster DEM

+Use a previously created TIN or create a new one,
+see the first assignment of two covering the topic of Spatial interpolation. + +
+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncshape.gdb
+select elev_lid792_randpts
+'OK'
+
+ +

+Create TIN 'tin' in 3D Analyst from these points if you don't have it already: + +

+In the Geoprocessing pane, search for and select the 'Create TIN' tool
+Set 'Output TIN' to 'lid792_TIN'
+Set Input Feature Class to 'elev_lid792_randpts'
+Set the 'height field' to 'value_'
+Set 'Type' to 'Mass_Points'
+Click 'Run'
+
+ +

+Compute slope.
+

+In the Geoprocessing pane, search for and select the 'Surface Slope' tool
+Set 'Input Surface' to 'lid792_tin'
+Set 'Output Feature Class' as 'tin_SurfaceSlope' 
+Set 'Slope Units' to 'DEGREE'
+Click 'Run'
+
+ +

+Do the same for Surface Aspect to create: 'tin_SurfaceAspect'.
+ +

+Derive slope from 1m raster DEM: + +

+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncrast.gdb
+select 'e_lid_792'
+In the Geoprocessing pane, search for and select the 'Slope' tool
+Set 'Input raster' to 'e_lid_792'
+Set 'Output raster' to 'slope_elid72'
+Click 'Run'
+
+ +

+Choose similar color table as for the TIN. To get more continuous color table: + +

+right mouse click 'Slope_elid72' 
+Select 'Symbology'
+Method "Natural Breaks'
+Change Classes to 32
+Click 'OK'
+
+ +

+Compute the aspect and curvature.
+For curvature change the color table to one that has lighter break in the middle.
+Compare the resulting slope, aspect and curvature with the topographic parameters derived from TIN. + + +

+ + + +
+
+ + + diff --git a/arcpro/terrain_modeling.html b/arcpro/terrain_modeling.html new file mode 100644 index 00000000..021dfcd6 --- /dev/null +++ b/arcpro/terrain_modeling.html @@ -0,0 +1,241 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Geomorphometry I: Terrain Modeling

+

Resources: +ESRI Academy +

+Launch ArcGIS Pro and login with ArcGIS Online credentials if required. +Select New> Map> Create New Project. +Create a new project in your preferred workspace, +in the instructions below we are using the default C:\Users\myname\Documents\ArcGIS\Projects\ folder. +

+Use your judgement to decide which maps to include in your report. +

+ +Download the Raleigh 2013 lidar data as LAS file +LAS tile 0793_016 in NC State Plane Meters +and the +orthophoto +to the project. Unzip the file containing orthophoto. + + +

Bring lidar data into ArcGIS

+There are multiple ways of handling lidar data in ArcGIS. We will use LAS datasets and multipoint files. For other workflows refer to the FYI section at the end of the assignment + +

Analyze multiple return lidar data

+

Create a LAS dataset from .las point cloud

+LAS datasets provide a way to quickly view the properties of a point cloud. You can also use binning or TINs to create a DSM or DEM. This is especially useful if you want to process several .las files at once. +
In the Geoprocessing pane, search for and select the 'Create LAS Dataset' tool
+Set 'Input Files' to 'tile_0793_016_spm.las'
+Set 'Output LAS Dataset' to 'lidar_all'
+Be sure'Coordinate System' is set to 'NAD_1983_HARN_StatePlane_North_Carolina_FIPS_3200' (you can type 3358 in search window)
+Check 'Compute Statistics'
+Click 'Run'
+
+ +

View LAS dataset properties and filter points

+
In the Catalog pane, Right click on the LAS dataset and select 'Properties...'
+Select the 'LAS Files' tab and take note of average point spacing (will use in later step).
+Select the 'Statistics' tab to view point statistics by returns and classes.
+Click 'Ok'
+What percentage of the points are classified as ground? +
Right click on the LAS dataset in the Contents pane and click 'Properties...'
+Select 'LAS Filter' tab.
+Try applying several filter settings using classes and returns and view the results.
+Check box next to '2 Ground' under 'Classification Codes'
+What is the difference between 'Last Return' and 'Last of Many'? + +

With the LAS dataset filtered for ground points only, now we can analyze the point density of ground points and create a DEM with binning. +

+

Compute a raster map representing number of points per cell (at two different resolutions)

+Calculate point density at 2m resolution: +
In the Geoprocessing pane, search for and select the 'LAS Point Statistics as Raster' tool
+Set 'Input LAS' to 'lidar_all'
+Set 'Output Raster' to 'ground_count2m'
+Set 'Method' to 'POINT_COUNT'
+Set 'Sampling Type' to 'CELLSIZE'
+Set 'Sampling Value' to '2'                            
+Click 'RUN'
+Right click on resulting raster in Contents and select 'Symbology'
+Change color scheme to something appropriate.
+On the 'Mask' tab, Set 'NoData' to red to highlight any areas with zero points.
+
+ +

+Calculate point density at 6m resolution: +(remember the tip with the geoprocessing history) +

In the Geoprocessing pane, search for and select the 'LAS Point Statistics as Raster' tool
+Set 'Input LAS' to 'lidar_all'
+Set 'Output Raster' to 'ground_count6m'
+Set 'Method' to 'POINT_COUNT'
+Set 'Sampling Type' to 'CELLSIZE'
+Set 'Sampling Value' to '6'                            
+Click 'Run'
+Right click on resulting raster in Contents and select 'Symbology'
+Change color scheme to something appropriate.
+On the 'Mask' tab, Set 'NoData' to red to highlight any areas with zero points.
+
+ +

Compute a raster map representing range of elevation values per cell at 6m resolution

+ +
In the Geoprocessing pane, search for and select the 'LAS Point Statistics as Raster' tool
+Set 'Input LAS' to 'lidar_all'
+Set 'Output Raster' to 'ground_range6m'
+Set 'Method' to 'Range of Elevation Values'
+Set 'Sampling Type' to 'CELLSIZE'
+Set 'Sampling Value' to '6'                            
+Click 'Run'
+
+ +

Use binning to compute a raster map representing average elevation per cell for ground points

+Based on the point density rasters created in the previous steps, what would be an appropriate resolution for binning the ground points? What does the range raster tell you about binning at this resolution? + +
+Ensure that the LAS dataset is still filtered to include only class 2 (ground) points.
+In the Geoprocessing pane, search for and select the 'LAS Dataset to Raster' tool
+Set 'Input LAS Dataset' to 'lidar_all'
+Set 'Output Raster' to 'ground_mean6m'
+Set 'Value field' to 'ELEVATION'
+Set 'Interpolation Type' to 'Binning'
+Set 'Cell Assignment Type' to 'Average'
+Set 'Void Fill Method' to 'LINEAR'
+Set 'Sampling Type' to 'CELLSIZE'
+Set 'Sampling Value' to '6'   
+Set 'Z factor' to '1'                         
+Click 'Run'
+
+ +

Use multipoint file to interpolate DSM from multiple return lidar data

+LAS to multipoint can be used to create a vector point file from a point cloud. The points can be filtered by class or return and then interpolated to create a raster. + +

Add some background data to give context: + +

+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data\ncshape.gdb
+select  streets_wake
+Select lakes
+Select streams
+
+

+Display orthophoto: + +

+On the Map tab, in the Layer group, click 'Add Data'
+Browse to C:\Users\myname\Documents\ArcGIS\582data
+select ortho_0793_016_ncspm.tif
+
+ +

Create Multipoint files from .las point cloud and interpolate DSM

+
In the Geoprocessing pane, search for and select the 'LAS to Multipoint' tool
+Set 'Input' to 'tile_0793_016_spm.las'
+Set 'Output ' to 'lidar_first'
+Set 'Average Point Spacing' to value listed in Files tab of LAS dataset properties, noted earlier.
+Leave the 'Class Codes' empty
+For 'Return Value', uncheck 'ALL_RETURNS' and check '1'
+Set 'Coordinate System' to 'NAD_1983_StatePlane_North_Carolina_FIPS_3200' (you can type 3358 in the search window)
+Click 'Run'
+
+ +

+Interpolate DSM: + +

+In the Geoprocessing pane, search for and select the 'Radial Basis Functions' tool
+Set 'Input features' to 'lidar_first'
+Set 'Z field' to 'Shape.Z'
+Set 'Output raster' to 'lidar_spline'
+Set 'Radial basis function' to 'Spline with Tension'
+Click 'Run'
+
+ +

+Find out what areas have multiple returns: +

+In the Geoprocessing pane, search for and select the 'LAS to Multipoint' tool
+Set 'Input' to 'tile_0793_016_spm.las'
+Set 'Output ' to 'lidar_multi'
+Fill the rest as before but in 'Return values', uncheck 'All_RETURNS' and check values greater than 1. (2-8)
+
+ +Overlay result with orthophoto. Where do we have multiple returns? + +

Optional - display the multiple return data as points in a Scene

+(Hint, look back at the 'Data visualization' assignment) + +

FYI: Handling LAS data in ArcGIS

+There are three different formats (datasets) that can be used to manage and work with your lidar data in ArcGIS Pro +

1. LAS Dataset or LAS file

+

2. Mosaic dataset

+

3. POint cloud scene layer

+More information here. +

+ +

+ + + +
+
+ + + diff --git a/arcpro/viewshed_solar.html b/arcpro/viewshed_solar.html new file mode 100644 index 00000000..a281421f --- /dev/null +++ b/arcpro/viewshed_solar.html @@ -0,0 +1,269 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Viewshed and solar radiation analysis

+

Resources: +ESRI Academy +

+Launch ArcGIS Pro and login with ArcGIS Online credentials if required. +Select New> Map> Create New Project. +Create a new project in your preferred workspace, +in the instructions below we are using the default C:\Users\myname\Documents\ArcGIS\Projects\ folder. +

+Use your judgement to decide which maps to include in your report. +

+

Viewshed Analysis

+ +
+Add the raster elev_ned
+Add the point feature class fire_pt
+
+ +

+Use Viewshed tool (not 'Viewshed 2' or the 'Ready to use tool') to compute the area visible from the fire_pt location. +

+In the Geoprocessing pane, search for and select the 'Viewshed' tool
+Set input surface to 'elev_ned'
+Set observer feature to 'fire_pt'
+Set output raster to 'viewshe_elev1'
+Click 'Run'
+
+ +

+What is the ground elevation at the fire_pt site?
+In the output (viewshed) raster the visible cells are given a value of 1, +while those not visible are assigned a value of 0.
+How many cells are visible in this view shed?
+How much area (in sq. meters) do these visible cells represent?
+ +

Rerun the viewshed, with elevation offset at the fire_pnt site at +60 m. +

Add the field OFFSETA to the fire_pt attribute table. +

+RMC on the fire_pt layer > Open Attribute Table
+LMC on the first icon in the Attribute Table toolbar > Field:Add
+Type the name OFFSETA in the new field name row then hit the enter key
+Fields tab on the ribbon->changes->'save'
+Click the 'X' to close the fields tab
+In the fire_pt Attribute Table, double LMC and then type '60' in the OFFSETA column
+You can close the attribute table
+Edit tab on the ribbon->manage edits->'save'
+
+ +

Rerun the viewshed +

+In the Geoprocessing pane, search for and select the 'Viewshed' tool
+Set input surface to 'elev_ned'
+Set observer feature to 'fire_pt'
+Set output raster to 'viewshe_elev60'
+Click 'Run'
+
+

+Now, how many cell are visible in this viewshed?
+How much additional area was gained by adding the 60 m of elevation +to the observer? +

+Rerun the viewshed again, using the +60 m observer, but this time limit your search radius to 2000m. +

Add the fields RADIUS1 and RADIUS2 to the fire_pt attribute table. +

+RMC on the fire_pt layer > Open Attribute Table
+LMC on the first icon in the Attribute Table toolbar > Field:Add
+Type the name RADIUS1 in the new field name row then hit the enter key
+Add another column and name it RADIUS2
+Fields tab on the ribbon->changes->'save'
+Click the 'X' to close the fields tab
+In the fire_pt Attribute Table, double LMC and then type '0' in the RADIUS1 column and '2000' in the RADIUS2 column
+You can close the attribute table
+Edit tab on the ribbon->manage edits->'save'
+
+

Rerun the viewshed +

+In the Geoprocessing pane, search for and select the 'Viewshed' tool
+Set input surface to 'elev_ned'
+Set observer feature to 'fire_pt'
+Set output raster to 'viewshe_elev60_2000'
+Click 'Run'
+
+

+How many cells are visible in this viewshed? +How much ground area is visible? +

+Restrict the search area to an annulus 1000 m wide (from 1000m to 2000m) and restrict the search azimuth to the arc from NE (45 deg) to SE (135 deg). +

+ +

+Add two fields: AZIMUTH1 and AZIMUTH2 (as doubles) to the fire_pt Attribute table (see instructions above)
+Start editing (see instructions above)
+modify RADIUS1 and RADIUS2 fields: RADIUS1 =  '1000', RADIUS2 =  '2000', 
+and populate: AZIMUTH1=45, and AZIMUTH2=135.
+
+

Rerun the viewshed (see instructions above) +

+How many cells and area are visible now? +

+Now let's next add our own data, +but instead of a single point, let's add a pair to the project
+ +

+Here are the the coordinates (in NC State Plane NAD83) for a building on Centennial Campus: + +

+x=638898 and y=224528
+
+ +

+And for Jordan Hall on Central Campus: + +

+x=638887, y=225365.
+
+ +

+Put these values into a text file (use e.g. Notepad but avoid MS Word). and save the file in a known location (with the extension .txt)
+Your text file should look something like this: + +

+X,Y
+638898,224528
+638887,225365
+
+ +

+Load your points to ArcGIS Pro: + +

+In the Map tab, in the Layer group, click 'Add Data'->'XY Point data'
+A new tool will open in the geoprocessing pane
+browse for your saved .txt file
+Set Output feature class to 'xy_points'
+Set 'X Field' to 'X' and 'Y Field' to 'Y'
+Make sure the coordinate system is correct
+Click 'Run'
+
+ +Open the Attribute Table of newly created shapefile +Add the fields OFFSETA, VERT1, VERT2, AZIMUTH1, and AZIMUTH2. +Populate +point FID=0: +OFFSETA=35m, VERT1=12, VERT2=-12, AZIMUTH1=300, AZIMUTH2=60. +For point FID=1: +OFFSETA=40m, VERT1=12, VERT2=-12, AZIMUTH1=150, AZIMUTH2=240. +Save the edits + + + +

+Run a viewshed on your new data with these attributes. + +For an observer standing atop the Red Hat Building, +what do you think that this view shed result represents?
+Can the observer see Jordan Hall on the NCSU Central Campus?
+Do you think an observer standing atop Jordan Hall could see +his counterpart on the Red Hat Building? + +

Solar radiation analysis

+Perform solar radiation analysis in Spatial Analyst: + +

+Compute the incident solar radiation for the summer solstice (day number=172) + +

+In the Geoprocessing pane, search for and select the 'Area Solar Radiation' tool
+Set input raster = elev_ned
+Set the output raster = ned_solar172
+Set the latitude = 35.7716 (~for Raleigh, NC)
+Set the Time Configuration to Within a day
+Set the Date/Time settings-Day number of year to 172
+the remainder of the fields can be left at their default values.
+Click 'Run'
+
+ +

+Repeat the above steps to generate a incident solar radiation raster +for the winter solstice (day number=356).
+Note: the computation can take some time. +

+What are the data units for the resulting incident radiation maps?
+

+Determine the difference in radiation energy between the two solstice extremes +by differencing the two radiation rasters just created.
+ +

+In the Geoprocessing pane, search for and select the 'Raster Calculator' tool
+Set output to solar_diff
+In the calculator's expression field type:
+"ned_solar172" - "ned_solar356"
+
+ +

+Change the color ramp to one that emphasizes contrast in the difference raster.
+Where do you see the greatest differences in insolation between summer and winter?
+Where does the least difference in annual insolation occur?
+Do these differences make sense? Explain. + +

+ + + +
+
+ + + diff --git a/assignments.html b/assignments.html new file mode 100644 index 00000000..382a5062 --- /dev/null +++ b/assignments.html @@ -0,0 +1,381 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Assignments: in class practice and homework

+ +For formal requirements go to Course logistics. + +This course is using GRASS GIS and ArcGIS and dedicated datasets, see +Course logistics for details. + +

1. Explore the provided data set

+ + + + +

2. Geospatial data models and visualization

+ + +

2.A. Geospatial data models

+ + + +

2.B. Data display and visualization

+ + + +

3. Geospatial Analysis

+ + +

3.A. Global, zonal and focal operations, map algebra

+ + + + +

3.B. Buffers, cost surfaces, least cost path

+ +
    +
  • Approach: + GRASS solution, + ArcGIS solution +
  • Homework: + Prepare a paper on applications of global and zonal statistics, + neighborhood operations and map algebra for analysis of continuous and discrete geospatial data. + In this paper also explain and demonstrate the use of buffers and cost surfaces + for solving proximity problems. Comment on specific results for the study area and given tasks. +
  • Comments/answers to HW questions +
+ + +

4. Spatial interpolation and approximation

+ + +

4.A. Spatial interpolation and approximation I: methods

+ + + + +

4.B. Spatial interpolation and approximation II: splines

+ + + + +

5. Geomorphometry

+ +

5.A. Terrain modeling, working with point clouds

+ + + +

5.B. Spatial and Temporal Terrain analysis

+ +
    +
  • Approach: + GRASS solution, + ArcGIS solution + +
  • Homework: + Prepare a paper on properties of lidar data and on computing topographic parameters from + digital elevation models. + Discuss how the topographic analysis methods and types of DEM influence the result. + Describe results of elevation time series analysis. +
  • Comments/answers to HW questions +
+ +

6. Viewshed, solar potential analysis

+ +
    +
  • Approach: + GRASS solution, + ArcGIS solution +
  • Homework: + Prepare a paper on the results of viewshed computation and solar irradiation mapping. + Note that this is a single assignment paper. +
+ + +

7. Hydrology and modeling geospatial processes

+ + +

7.A. Flow routing, watershed analysis

+ + + + +

7.B. Modeling Geospatial Processes: Hydrologic and erosion modeling

+ +
    +
  • Brief theoretical background + (equations used to write map algebra expressions) +
  • Approach: + GRASS solution, + ArcGIS solution +
  • Optional: process based hydrologic modeling using path sampling method: SIMWE +
  • GRASS solution: SIMWE + +
  • Homework: + Prepare a paper where you compare different methods for flowrouting and watershed analysis, + explain and discuss impact of model parameters and land use scenarios on + spatial pattern and magnitude of erosion as simulated by simple GIS-based models. +
+ + + +
+ + + +
+
+ + + diff --git a/faq.html b/faq.html new file mode 100644 index 00000000..7a13b13d --- /dev/null +++ b/faq.html @@ -0,0 +1,508 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

FAQs

+ +

Using GRASS GIS

+
+
When I open GRASS, nc_spm_08_grass7 doesn't show up under "Project Locations", +although it is downloaded and unzipped on my computer.
+
+Make sure that when you unzip your nc_spm_08_grass7 is not hidden under another nc_spm_08_grass7. +Some zip software tools create an extra directory by default, so you need to specify +that you do not want a new directory created. +Your directory structure should look something like: +C:\Users\username\Documents\grassdata\nc_spm_08_grass7\PERMANENT +
+ +
How do I run the commands in GUI?
+
+You can copy and paste the commands into Layer Manager command console and press Enter to execute. +Copy and execute each command separately one after each other. +Alternatively, you can use the module dialogs, you can find the modules in Modules tab, +or menu, or you can type the module name in command console. +See documentation how to use module dialogs. + +
+ +
When I run GRASS command for the second time, it gives me an error?
+ ERROR: option <aspect> <aspect> exists. To overwrite, use the --overwrite flag +
+
+You probably already created the raster or vector maps by the first run +and now GRASS doesn't want you to overwrite the already created data. +Give your output a new name or you can force overwrite by adding --o to your command +(this applies to practically all GRASS commands). There is an equivalent overwrite +checkbox in each module's GUI.
+ +
Is there a way to reorder the layers?
+
yes - just grab a layer with the mouse and move it where you want it to be.
+ + +
Image rendering in GRASS GIS is slow.
+
+Do not keep large number of layers in the Layer Manager, start each assignment +with empty list and if you accumulate many layers, remove those that you don't need.
+ +
Can I use data with different projections at the same time?
+
+GRASS GIS manages integrity of the data by allowing to work with data in +one projection at the time (i.e. it considers on-the-fly projection as +such a bad practice, that it doesn't allow it at all) and it also +requires you to import the data, to have all the data in one format, +e.g. to store vector data in GRASS topological format.
+ + +
The image I see in 3D in GRASS GIS is just a lot of spikes or outliers, no digital elevation model.
+ +
+
+When visualizing rasters in GRASS GIS 3D view, you have to switch off +aspect and any other raster map layers which you don't want to show as surface. +You can however, show any raster by draping it over a +surface in 3D (by selecting method of coloring for a surface). +For example, to show aspect draped over elevation, you have to have +elevation layer in Layer Manager (not aspect layer), and in 3D view properties, +select aspect layer as color.
+ + +
When I show the raster map in GRASS GIS 3D view as a surface, + I cannot see much detail and the view seems not precise, coarse or blurry.
+
Set fine mode resolution in 3D view tab, in the Surface part to 1 + to get the surface in the actual (full, native) resolution of the raster.
+ +
What does the fine mode resolution in GRASS GIS 3D mean?
+
Fine mode resolution in 3D is resolution of resampling when using + the raster in 3D, for example fine mode resolution 2 means that raster + with resolution 3 is shown as if it would have resolution 6. + This is for performance purposes. To see raster in its full (native) + resolution, use fine mode resolution 1.
+ + +
I cannot change or create data in my other mapsets, only in the current one.
+
+That's how it should be. GRASS GIS is always connected to +one GRASS project inside a GRASS Database. GRASS project contains +multiple GRASS mapsets and you can access data in any of these mapsets. +However, you can change (create, modify, delete) the data only in a +current mapset. Data can be copied into current mapset using +g.copy if you need to modify them (e.g. attributes of a vector map). +By default, you see data only in the current mapset and in the +PERMANENT mapset (that's the special thing about PERMANENT mapset). +Use Data tab in Layer Manager to manage your data, you can "unlock" +the functionality to be able to change data outside of your current mapset.
+ + +
When using GRASS GIS, can I access data in a different mapset or project?
+
+If desired, you can show data from other mapsets (in the current +project) using Settings > GRASS working environment > Mapset access. +This helps to maintain safety of data and gives a system to organize +the data. Data in other projects are accessible only if you start +GRASS session in the project. Accessing data from multiple projects +wouldn't be safe because data in different projects are (can be) in +different coordinate systems (while all mapsets in one project +contains data in one particular coordinate system).
+ + +
What is happening when (computational) region is set?
+
+ It sets the spatial extent AND resolution at which all raster operations are done. + If any of the rasters has different resolution, it is quietly resampled using nearest neighbor. + It also sets the viewing area of the Map Display + when the option Zoom into computational region is selected. + It does not affect vector operations, so vector data need to be clipped if the operation + is to be performed on a subset of the data. + However, some vector modules can work with the region when it is advantageous + or when rasters are involved. +
+ +
+

Geospatial data introduction

+ + +
+
Should we list and provide information about all the files +in each project and geodatabase, or a subset?
+
+Rather than listing +properties for each file you should provide a general description +that will characterize the data. For example, +after looking at most of the data in the data set, are you able to generalize some +common properties? are all the data local? regional? do they have all same level of detail? +do they represent natural or anthropogenic features? how are they georeferenced? +The goal in this assignment is to ensure that the students understand the basic properties +of digital geospatial data and can make general observations and conclusions based +on broad range of specific technical information. +The reports will get more meaningful for more complex +assignments - the first ones are just a warm up. +In the approach section - do not write about software issues, focus on general methodology, +in the results sections focus on what is interesting in the data and the derived maps. +Put software issues, including fixes and suggestions for improvements into +the discussion section.
+ + + +
data were in ... geographic coordinate system
+
there are no data in geographic coordinate system in the provided data set - everything is +in State Plane coordinate system (datum:NAD83, projection:LCC)
+ + + + +
Why there is no space after comma in g.copy raster=slope,myslope? +
+The comma syntax (as in to,from) is used in GRASS GIS a +lot, so you should remember not to put space after comma in this case. +Basically, the reason is that the same syntax is usable in command line +where the space would have a meaning. Generally speaking, GRASS GIS is +aiming at being easily used when scripting or programming in different +languages, so this requires to be strict sometimes. Similarly, +ArcGIS raster map calculator, it requires spaces here and there, +e.g. around operators. On the other hand, GRASS GIS raster map calculator +does not require spaces because there is just no advantage in requiring them. +However they are considered as a good practice +when used around operators and after comma. + +
+ + +

Geospatial data models, display and visualization

+
+ +
How do I approach the Methodology sections while working with two different +software packages, yet remaining “software independent?”
+
+In your methods section you should write your general, software independent methods: +For example: We have compared methods for resampling raster data to higher and lower resolution, +highlighting the difference between methods used for continuous and discrete data. +We have resampled a 30m resolution DEM to 10m resolution DEM using nearest neighbor, +bilinear and bicubic methods (here you can add equations or references to literature for extra points). +Then we have used aspect derived from the resampled 10m DEMs to highlight the differences between the methods. +In the results you then show the outputs from GRASS and ArcGIS and comment on what you have observed, +e.g. :The nearest neighbor method resampling of DEMs has resulted in discontinuous checkerboard pattern +observed in both the ArcGIS and GRASS output, while both bicubic and bilinear methods preserved +the continuity of the DEM surface. It is important to note that the differences were not visible +in the elevation display but appeared in the derived aspect (and 3D representation if you chose to use it). +You can try to explain what is causing the differences between the nn and bilinear methods. + +
I'm not sure what setting the grid parameters "size=0:02" did.
+
+It draws the lat/long grid - you should read the numbers along the image broder to find out. +Maps used to provide both x/y grid in meters and lat/long in degrees:min:sec so that +both cartesian and geographic coordinates could be derived. + +
What is the ArcGIS equivalent to setting the computational region in GRASS GIS?
+
rather than clipping the data set, +which would be a pain if you need to use many data sets with different +spatial extent and if you need to work on different regions (you would be +also creating a lot of extra files) is under: +Environments > General Settings > Extent
+ + + +
Why we just don't use very high resolution for all raster data?
+
+When you have low resolution (big cells) it does not necessary mean +that it is worse. Sometimes we can even rescale hight resolution data +because we don't need the precision because other data for analysis are +in the lower resolution or because we are hitting some storage limits. +Re-scaling to higher resolution (smaller cells) does not give use more +precise information, although the image might be smoother. Similarly, +when comparing raster and vector, it is important to realize that there +both has limited (spatial, yx) precision and although the area boundary +in vector looks nicer it might be much less accurate then the raster +representation depending on how the data were acquired.
+ +
GRASS GIS Map Display is not using my system default font. + Is there any way to change it?
+
You can change the default font used in Map Display by going to +the main menu > Settings > Preferences > Map Display tab and click Set font +button. Select name of any font you like.
+ +
The maps composed in GRASS GIS Map Display are not good enough for me. + Is there something else I can use?
+
+Advanced cartography in GRASS GIS is done in completely separate +application/module called GRASS GIS Cartographic Composer +(which is a GUI frontend for ps.map module). However, some +users stay just with the GRASS GIS Map Display +because it is easily scriptable thanks to display modules (d.*) +or they combine it with Inkscape. +Some other GRASS GIS users, however, use QGIS for +high-quality cartography tasks.
+ +
+ + +

Global, zonal and focal operations, map algebra

+ +
+
What does the difference between SRTM and NED DEMs mean?
+
+ SRTM represents surface with vegetation and buildings, while NED is derived from bare earth lidar data, + so it is lower in most areas. The issue is complicated by the fact, that in SRTM v1 +surface water was assigned value 0 instead of NULL or actual value (there were no data), +so lakes have the elevation value 0 leading the large negative difference. Both DEMs are properly +georeferenced to the same vertical datum.
+ +
What is happening in the map algebra example with relative coordinates?
+
+South-east corner is replaced.
+ +
How we got from the computer raster to the plane? How would I use it?
+
+We are computing an equation for a plane here: +ax+by+cz+d=0 which we can rewrite as
+z = -1/c (ax + by) - d/c +and use it to model, for example, a geologic fault.
+ +
NDVI computed with integers gives 0 in GRASS and -1, 0 in ArcGIS, what is going on?
+
+The correct values for NDVI range between (-0.957, 0.979) so +when the decimals are simply cut-off the result is 0, when the numbers are rounded down to nearest +integer the result will be -1,0. Neither of them is correct.
+ +
Subsetting a raster using map algebra - what is happening there?
+
+We set the spatial extent to orthophoto and resolution to 10m (that means that the 1m resolution +of ortho is ignored). Then we compute a new raster by assigning it the same values +as in the original raster only within the defined spatial extent. So the resulting +map has the spatial extent of the orthophoto but the values and resolution are the same as in +the original raster.
+ +
+ + +

Buffers, cost surfaces, least cost path

+ +
+ +
Can I manually set region by drawing a rectangle on the map in display window?
+
+ Yes, find toolbar button 'Various zoom options' on Map Display toolbar, + select 'Set computational region extent interactively' and then draw the rectangle.
+ + + + + +
Coordinates of firestations are not stored in the attribute table. Where do they come from?
+
+ v.out.ascii pulls them from the coor file that defines the geometry of each vector map + and combines them with attributes from the SQLite table (or any other DBMS that you may use - + GRASS supports several).
+ +
What are the friction values?
+
+ These are empirically selected values that measure how difficult it is to walk + through cells with different types of cover, they increase the cost to pass a grid cell.
+ +
What is the best way to get the min and max raster value in GRASS?
+
+ Use r.info -r.
+ +
In GRASS I don't get any firestations for the given condition CVLAG < 0.1, + I had to use CVLAG < 0.5 and the stations that I got were far away + (S. East St. and W main St stations)
+
+ you may be searching in a wrong region, reset it with g.region swwake_30m -p
+ +
+ + +

Terrain modeling

+ +
+ +
Is 2m or 6m resolution more suitable for DEM from the given lidar data?
+
+ If we are going to generate the DEM using binning, e.g. mean elevation for each cell, + 6m provides more complete coverage, but as the range map shows we lose some detail. + 2m resolution is not suitable for generating DEM by binning - the data are not dense enough. + But if we interpolate (computationally more intensive task than binning) + we will get a more detailed DEM.
+ + + +
When I show the TIN in GRASS GIS 3D view, I get just large spheres or flat thick plate. + How to view the 3D TIN. +
+When visualizing vectors in GRASS GIS 3D view, +go through a Vector section of the Data tab and +check values of all the fields. In case of TIN, you probably don't want +to show any points or set the size of points to a small number. +Note also that depending on vector type, you need to specify if you want +to show the features on an existing raster surface (flat plane by default) +or as actual 3D features. +Switching off other layers beforehand in 2D is also a good idea. + +
+ +

Spatial interpolation and approximation

+ +
+ +
How to design an experiment to test IDW with different parameters?
+
+Run the command with the suggested parameters, you should vary only one parameter at a time, +keep the other constant to not mix up the effects of both parameters. +Then compare the results +visually and statistically using shaded relief (hillshade), contours, univariate statistics +and histograms. For example, you should be able to conclude that the lower +the number of points, the rougher the surface +The univariate statistics shows almost no difference +illustrating the fact that summary statistics does not reveal subtle but +significant differences in surface geometry.
+ +
+ + +

Spatial interpolation and approximation: splines

+ +
+ +
GRASS defines spline method as regularized spline with tension, +while ArcGIS defines spline method with two functions, regularized and tension. +It seems the functions from these two software are different when both state +it is a spline interpolation method.
+
+There are many different spline interpolation methods based on what type +of smoothness seminorm (also called roughness penalty) they minimize, see + +Table 1 in this paper +(this paper has lot of typos as we were not given the proofs after the chapter was typeset, +but it has a good overview of interpolation methods, +note that in Table 1 regular should be regularized, and the spline by Hutchinson in Topo to grid +is thin plate spline with tension, not just thin plate spline). +Regularized spline with tension is equivalent +to completely regularized spline but the others are different.
+ +
Another confusion I have is radial basis functions. +Radial basis function methods are part of spline method? +Or some are spline (thin-plate spline, spline with tension, +and completely regularized spline), and some are not?
+
+Splines are a special type of radial basis function methods, multiquadrics is another group RBF methods. +But there are also splines that are smoothly connected piecewise polynomials +that we have not covered at all (they are applied to meshes which are not very well supported in GIS).
+ +
And does spline with tension under radial basis functions create +the same results from spline interpolation with tension type?
+
+Spline with tension under radial basis functions and the one in Spatial Analyst are probably +based on the same equations but the implementation may be different +so unless it calls the same code, the results will be different +( e.g. the data are usually normalized to avoid numerical problems +and each program does it differently, and the search for points may be different too - we +covered that in the lecture.)
+ +
+ + +

Spatial and Temporal Terrain analysis

+ +
+ +
In the time series analysis task my surfaces are fuzzy and the cutting plane does not work.
+
+Make sure you set display to computational region and use fine resolution=1 in nviz. +When using cutting planes both surfaces should have their resolution set to same value (e.g. fine=1), +use constant plane for reference (-1m for the coast) and set its resolution to fine=1 too. +When comparing two surfaces assign each of them different constant color +and use top or bottom surface option to color the cutting plane. You can lower your light source +and reduce its brightness to create contrast between the cross-section and the surface if you +are coloring the cross-section using the top surface option. + +
+ + +
+ + + +
+
+ + + diff --git a/grass/buffers_cost.html b/grass/buffers_cost.html new file mode 100644 index 00000000..d907ecae --- /dev/null +++ b/grass/buffers_cost.html @@ -0,0 +1,438 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Geospatial Analysis II: buffers, cost surfaces, least cost path

+

Resources: +

+ +

+Text files with recode rules, color rules and site locations: +

+ +

Start GRASS GIS

+Create a new mapset (called e.g. HW_buffers_cost) in nc_spm_08_grass7 project. +Remove MASK in case it was left over +from previous assignment (use command r.mask -r). +

+Change working directory:
+Settings > GRASS working environment > Change working directory > select/create any directory
+or type cd (stands for change directory) into the GUI +Console and hit Enter: +

cd
+
+Download all text files with recode rules, color rules and site locations (see above) +to the selected directory. Now you can use the commands from the assignment requiring the text file +without the need to specify the full path to the file. + + + + +

Buffers

+

Find developed areas close to lakes

+Set region, create buffers: + +
g.region swwake_30m -p
+r.buffer lakes output=lakes_buff distances=60,120,240,500
+d.rast lakes_buff
+
+ +

+List categories in land use map to identify category numbers for developed areas. +Then run r.mapcalc to extract the developed areas within the buffers +and use r.support to assign the labels from the original buffer raster +to the new developed buffer raster map (needed for legend): + +

r.category landuse96_28m
+r.mapcalc "developed_lake = if(landuse96_28m==1 || landuse96_28m==2, lakes_buff, null())"
+r.support developed_lake raster=lakes_buff
+r.category developed_lake
+
+ +

+Display results:
+In GUI: switch off previous map, use Add raster, Add vector icons. + +

d.rast developed_lake
+d.vect streets_wake color=grey
+d.rast lakes
+d.legend -c developed_lake use=2,3,4,5 at=5,25,2,5
+d.out.file mylakesbuffmap
+
+ +

+Find the total area within buffers and the developed area in ha: + +

r.report -n lakes_buff units=h
+r.report -n developed_lake units=h
+
+ +

Find developed areas impacted by noise from highways

+Set region and create buffers along major roads.
+Intersect developed areas from landuse map with road buffers.
+Transfer the category labels and compute the affected area.
+Run r.category from GUI and browse to the txt file, +or run r.category command (assuming noise_cats.txt +is in your working directory). + +
g.region raster=landuse96_28m -p
+r.buffer roadsmajor output=roads_buffers distances=250,500,2500
+r.mapcalc "noise = if(landuse96_28m==1 || landuse96_28m==2, roads_buffers, null())"
+r.colors noise color=ryg
+r.category noise rules=noise_cats.txt separator=:
+r.report -n noise units=p,h
+
+ +

+Display the results. In GUI switch off previous maps. + +

d.rast noise
+d.vect streets_wake
+d.legend -c noise at=5,25,2,5
+
+ +

Find schools affected by high levels of noise

+Convert schools to raster using CORECAPACI attribute (school capacity).
+Use map algebra to overlay with noise impact buffers and +compute the number of students exposed to noise (see result of r.univar). + +
v.to.rast schools_wake output=schoolscap_10m use=attr attrcolumn=CORECAPACI type=point
+r.mapcalc "schools_noise = if(int(schoolscap_10m) && roads_buffers == 2, int(schoolscap_10m), null())"
+r.univar schools_noise
+r.to.vect schools_noise output=schools_noise type=point
+d.vect schools_wake icon=basic/circle size=10 fill_color=blue
+d.vect schools_noise size=14 fill_color=cyan icon=basic/circle color=black
+d.out.file mynoisemap
+
+ +

Cost surfaces

+ +

Compute cumulative cost surface to a given accident site based on speed limits

+ +Use 5mi/hr speed limit for off-road areas (nulls).
+For legend set the discrete speed limit values in GUI legend dialog:
+tab Required > streets_speed, Subset > List of discrete category numbers + +
g.region swwake_30m -p
+v.info -c streets_wake
+v.to.rast streets_wake output=streets_speedtmp use=attr attrcolumn=SPEED type=line
+r.mapcalc "streets_speed = if(isnull(streets_speedtmp),5,streets_speedtmp)"
+r.info streets_speed
+r.colors streets_speed color=gyr
+d.rast streets_speed
+d.legend streets_speed at=5,40,2,5 use=5,25,35,45,65
+d.out.file myspeedmap
+
+ +

+Import the accident point location from GeoJSON file fire_pt.json
+Run v.in.ogr from GUI, use file browser to provide full path to the file, +or run the command assuming the file is in your working directory. + +

v.in.ogr input=fire_pt.json output=fire_pt
+
+ + +

+Assign travel time to cross a 30m grid cell in hours.
+Note that cost in GRASS GIS is defined as travel time per cell. +

+Compute cumulative cost surface to the given point.
+Where does the 0.018641 constant come from? +You can modify the expression to get time in minutes. + +

r.mapcalc "streets_travtime = 0.018641/streets_speed"
+r.cost -k streets_travtime output=streets_cost start_points=fire_pt
+
+ + +

+ +Compute isochrones and display the cumulative cost surface map. + +

r.contour streets_cost output=streets_cost_04 step=0.04
+r.colors streets_cost color=elevation
+d.rast streets_cost
+d.vect fire_pt color=red icon=basic/marker size=20
+d.vect streets_cost_04
+d.legend streets_cost at=5,50,2,5
+d.out.file mycostmap
+
+ +

Find cost (travel time) from selected firestations

+ +First make your own copy of the firestations map and list attributes.
+Then query the cumulative cost surface at the firestations location.
+The travel time in hours will be stored in the attribute column CVLAG. + +
g.copy vector=firestations,myfirestations
+v.info -c myfirestations
+v.what.rast myfirestations raster=streets_cost column=CVLAG
+
+ +

+Add myfirestations to Layer Manager and right click on Show attribute data.
+Click on CVLAG to order them and find the lowest cost (shortest time) > 0 +(firestations with 0 cost are outside the region).
+You should see a table like this.
+Export firestations with traveltime less than 0.1 hr: + +

v.out.ascii input=myfirestations separator=space precision=3 columns=ID,LOCATION,CVLAG where="CVLAG<0.1 AND CVLAG>0"
+
+ +

+You should get something like the following: +

+635775.565 228121.693 19 19 4021 District Dr 0.076
+635940.262 225912.796 20 0 5001 Western Blvd 0.037
+637386.831 222569.152 21 0 1721 Trailwood Dr 0.071
+633178.155 221353.037 52 27 6000 Holly Springs Rd 0.060
+
+ +

+To get the computed time, you can also query the cumulative cost raster directly +using coordinates (in this example it's Western Blvd firestation), +or using GUI query tool by selecting the cost layer and clicking on the map: + +

r.what map=streets_cost coordinates=635940.262,225912.796 separator=space
+
+ +

+Find the least cost path for the two closest stations: + +

r.drain -n input=streets_cost output=route_20Westernb start_coordinates=635940.3,225912.8
+r.drain -n input=streets_cost output=route_52Hollyb start_coordinates=633178.2,221353.0
+r.colors route_20Westernb color=grey
+r.colors route_52Hollyb color=grey
+
+ +

+Display the results in GUI.
+You already may have some of these maps in GUI layer tree, +so just switch them on and off and re-order as needed: + +

d.erase
+d.rast streets_cost
+d.vect fire_pt color=red icon=basic/marker size=20
+d.rast route_20Westernb
+d.rast route_52Hollyb
+d.out.file mylcpmap
+
+ +

+Print the length of the path in cells (multiply by 30m to get approx. m).
+You should have the time in hr already from the cost map.
+At what average speed [km/hr] needs the truck travel to get there in estimated time? +Is the time, speed and distance realistic? + +

r.describe route_20Westernb
+r.describe route_52Hollyb
+
+ +

+If you would like to display streets_cost surface in 3D as shown in the lecture, +you need to multiply the surface by 1000 using r.mapcalc because the numbers +in hours are very low.
+Then switch off all layers except for the streets_cost_1000 +and change display to 3D. + +

Compute accessibility map for help in search for lost person

+Create friction map based on land cover.
+Reminder: Time to time, you should remove or at least uncheck previously +used map layers in the Layer Manager, so the layers are not rendered +when you don't need them anymore.
+First display land cover classes: + +
g.region swwake_30m -p
+r.category landclass96
+
+ +

+Recode the landuse map to friction map using the rules in +friction_rules.txt.
+ +

r.recode landclass96 out=friction rules=friction_rules.txt
+
+ +

+Add the streets to friction map - they are missed by the landuse map. + +

r.mapcalc "friction2 = if(streets_speed > 6, 0.1, friction)"
+r.colors friction2 rules=friction_color.txt
+d.erase
+d.rast friction2
+d.legend friction2 at=5,50,2,5
+
+ +

+Compute the cost map and generate isochrones: + +

r.walk -k elevation=elev_ned_30m friction=friction2 output=walkcost start_coordinates=635576,216485 lambda=0.5 max_cost=10000
+r.contour walkcost output=walkcost step=1000
+
+ +

+To display the input, import coordinates of the point where the lost person was last seen +given in the file lostperson.txt. + +

v.in.ascii input=lostperson.txt output=lostperson separator=comma
+
+ +

+ +Uncheck the friction map and display the results: + +

d.erase
+r.colors -e map=walkcost color=viridis
+d.rast lakes
+d.rast walkcost
+d.vect streets_wake
+d.vect walkcost color=red
+d.vect walkcost color=red where=level=6000 width=3
+d.vect lostperson color=yellow fill_color=yellow icon=basic/marker size=30
+d.legend walkcost at=5,50,2,5
+d.out.file mywalkcostmap
+
+ +

Cost surfaces to line features

+Compute the shortest distance to a major road.
+Set region, convert vector road map to raster: + +
g.region swwake_30m -p
+v.to.rast roadsmajor output=roadsmajor use=val type=line
+
+ +

+Compute the distance map and cost surface to highways: + +

r.mapcalc "area_one = 1"
+r.cost input=area_one output=dist_toroad start_rast=roadsmajor
+r.mapcalc "dist_meters = dist_toroad * (ewres() + nsres())/2."
+r.mapcalc "dist_class = int(dist_meters/500)"
+d.erase
+d.rast dist_class
+d.vect roadsmajor
+d.out.file dist_roadsmaj
+r.cost -k input=streets_travtime output=cdist_toroadk start_rast=roadsmajor
+r.colors cdist_toroadk color=bgyr
+d.rast cdist_toroadk
+d.vect streets_wake color=black
+d.vect roadsmajor color=red
+d.legend cdist_toroadk at=5,50,2,5
+d.out.file cost_roadsmaj
+
+ + + + +
+ + + +
+
+ + + diff --git a/grass/data/cfac_color.txt b/grass/data/cfac_color.txt new file mode 100644 index 00000000..029c61f3 --- /dev/null +++ b/grass/data/cfac_color.txt @@ -0,0 +1,5 @@ +0.0 grey +0.0005 0 100 0 +0.005 green +0.5 orange +0.8 brown diff --git a/grass/data/cfac_rules.txt b/grass/data/cfac_rules.txt new file mode 100644 index 00000000..d5824f51 --- /dev/null +++ b/grass/data/cfac_rules.txt @@ -0,0 +1,11 @@ +1:1:0.0:0.0 +2:2:0.0005:0.0005 +3:3:0.0:0.0 +4:4:0.8:0.8 +5:5:0.0:0.0 +6:6:0.5:0.5 +7:7:0.5:0.5 +8:8:0.5:0.5 +9:9:0.0:0.0 +10:10:0.8:0.8 +11:11:0.005:0.0050 diff --git a/grass/data/cfactor.txt b/grass/data/cfactor.txt new file mode 100644 index 00000000..766b1f6b --- /dev/null +++ b/grass/data/cfactor.txt @@ -0,0 +1,17 @@ +C-factor values for different types of land cover + +Source (see for more detailed values and descriptions): +Haan, Barfield, Hayes: Design Hydrology and Sedimentology for Small Catchments + +Dense Forest 0.0001 - 0.001 values depend on effective canopy 100-75% and at least 5cm litter +Sparse Forest 0.002 - 0.009 canopy 75-20% + +Pasture, idle land 0.100 - 0.011 cover 40-100% +Grassland 0.012 - 0.003 cover 40-100% + +Bare soil 1.200 - 0.900 buldozed, freshly disturbed, or compacted +Mulch on bare soil 0.100 - 0.200 + +Corn, soy 0.650 - 0.20 from tilled seedbed to grown crop + +wetland, water, developed paved area has C=0 as there is no soil. diff --git a/grass/data/deviations_color.txt b/grass/data/deviations_color.txt new file mode 100644 index 00000000..a73651af --- /dev/null +++ b/grass/data/deviations_color.txt @@ -0,0 +1,9 @@ +-0.85 red +-0.4 orange +-0.1 yellow +-0.001 220 220 220 +0.001 220 220 220 +0.1 cyan +0.4 aqua +0.8 blue +1.9 violet diff --git a/grass/data/erdep_class.txt b/grass/data/erdep_class.txt new file mode 100644 index 00000000..3f812dd9 --- /dev/null +++ b/grass/data/erdep_class.txt @@ -0,0 +1,9 @@ +-1200:-50:-4:-4 +-50:-5:-3:-3 +-5:-1:-2:-2 +-1:-0.1:-1:-1 +-0.1:0.1:0:0 +0.1:1:1:1 +1:5:2:2 +5:50:3:3 +50:1500:4:4 diff --git a/grass/data/erdep_color.txt b/grass/data/erdep_color.txt new file mode 100644 index 00000000..1bb982ed --- /dev/null +++ b/grass/data/erdep_color.txt @@ -0,0 +1,11 @@ +-15000 100 0 100 #dark magenta +-100 magenta +-10 red +-1 orange +-0.1 yellow +0 200 255 200 #light green +0.1 cyan +1 aqua +10 blue +100 0 0 100 #dark blue +18000 black diff --git a/grass/data/erdep_label.txt b/grass/data/erdep_label.txt new file mode 100644 index 00000000..28b73714 --- /dev/null +++ b/grass/data/erdep_label.txt @@ -0,0 +1,9 @@ +-4:severe erosion +-3:high erosion +-2:moderate erosion +-1:low erosion +0:stable +1:low deposition +2:moderate deposition +3:high deposition +4:severe deposition diff --git a/grass/data/fire_pt.json b/grass/data/fire_pt.json new file mode 100644 index 00000000..9d4245f3 --- /dev/null +++ b/grass/data/fire_pt.json @@ -0,0 +1,8 @@ +{ +"type": "FeatureCollection", +"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:EPSG::3358" } }, + +"features": [ +{ "type": "Feature", "properties": { "cat": 1 }, "geometry": { "type": "Point", "coordinates": [ 634886.0, 224328.0 ] } } +] +} diff --git a/grass/data/fire_pt.txt b/grass/data/fire_pt.txt new file mode 100644 index 00000000..fa185e88 --- /dev/null +++ b/grass/data/fire_pt.txt @@ -0,0 +1 @@ +634886 224328 diff --git a/grass/data/friction_color.txt b/grass/data/friction_color.txt new file mode 100644 index 00000000..b97d8f57 --- /dev/null +++ b/grass/data/friction_color.txt @@ -0,0 +1,4 @@ +0.1 grey +0.3 brown +10 green +1000 aqua diff --git a/grass/data/friction_rules.txt b/grass/data/friction_rules.txt new file mode 100644 index 00000000..9a9edf76 --- /dev/null +++ b/grass/data/friction_rules.txt @@ -0,0 +1,4 @@ +1:3:0.1:0.1 +4:5:10.:10. +6:6:1000.0:1000.0 +7:7:0.3:0.3 diff --git a/grass/data/geod_pts_spm.zip b/grass/data/geod_pts_spm.zip new file mode 100644 index 00000000..dd94d153 Binary files /dev/null and b/grass/data/geod_pts_spm.zip differ diff --git a/grass/data/lc96ras_cut.tif b/grass/data/lc96ras_cut.tif new file mode 100644 index 00000000..b06ad9ca Binary files /dev/null and b/grass/data/lc96ras_cut.tif differ diff --git a/grass/data/lid_be_pts.txt b/grass/data/lid_be_pts.txt new file mode 100644 index 00000000..758bef59 --- /dev/null +++ b/grass/data/lid_be_pts.txt @@ -0,0 +1,319214 @@ +637044.619|221234.188|116.659 +637062.660|221227.693|118.726 +637068.652|221225.535|119.430 +637092.704|221216.915|121.308 +637117.173|221208.287|120.219 +637123.379|221206.110|119.732 +637135.285|221201.846|120.616 +637171.193|221189.066|121.554 +637195.077|221180.568|122.112 +637200.908|221178.486|122.411 +637218.959|221172.110|121.875 +637224.914|221170.007|121.731 +637231.026|221167.873|120.966 +637237.079|221165.752|120.463 +637242.977|221163.664|120.354 +637248.866|221161.567|120.555 +637260.780|221157.370|119.966 +637272.735|221153.172|119.046 +637278.684|221151.082|118.604 +637284.680|221148.985|118.007 +637302.636|221142.700|116.233 +637326.306|221134.397|114.328 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+638255.35721634|219980.04310036|121.81621277|36943|1 +638253.33063647|219977.83611266|121.68287181|36944|1 diff --git a/grass/data/lostperson.txt b/grass/data/lostperson.txt new file mode 100644 index 00000000..a4ab0128 --- /dev/null +++ b/grass/data/lostperson.txt @@ -0,0 +1 @@ +635576,216485 diff --git a/grass/data/lu_labels.txt b/grass/data/lu_labels.txt new file mode 100644 index 00000000..50f898b3 --- /dev/null +++ b/grass/data/lu_labels.txt @@ -0,0 +1,11 @@ +1:pond +2:forest +3:developed paved +4:bare ground +5:paved road +6:dirt road +7:vineyard +8:agriculture (corn, soy) +9:wetland +10:bare ground path +11:grass diff --git a/grass/data/noise_cats.txt b/grass/data/noise_cats.txt new file mode 100644 index 00000000..37463371 --- /dev/null +++ b/grass/data/noise_cats.txt @@ -0,0 +1,4 @@ +1:source +2:high +3:moderate +4:low diff --git a/grass/data/outlet_point.txt b/grass/data/outlet_point.txt new file mode 100644 index 00000000..90e5dfe8 --- /dev/null +++ b/grass/data/outlet_point.txt @@ -0,0 +1 @@ +638845.52 220085.26 1 \ No newline at end of file diff --git a/grass/data/precip_color.txt b/grass/data/precip_color.txt new file mode 100644 index 00000000..7545d714 --- /dev/null +++ b/grass/data/precip_color.txt @@ -0,0 +1,7 @@ +950 red +1000 orange +1200 yellow +1400 cyan +1600 aqua +1800 blue +2500 violet diff --git a/grass/data/rastcomposite_color.txt b/grass/data/rastcomposite_color.txt new file mode 100644 index 00000000..d6cb487a --- /dev/null +++ b/grass/data/rastcomposite_color.txt @@ -0,0 +1,7 @@ +1 black +55 green +90 yellow +130 orange +160 brown +30000 aqua +50000 aqua diff --git a/grass/data/regrslope_color.txt b/grass/data/regrslope_color.txt new file mode 100644 index 00000000..276fba08 --- /dev/null +++ b/grass/data/regrslope_color.txt @@ -0,0 +1,10 @@ +-2.5 magenta +-1.5 red +-1. orange +-0.5 yellow +-0.01 grey + 0.01 grey +0.5 cyan +1. aqua +1.5 blue +3 violet diff --git a/grass/data/soilloss_color.txt b/grass/data/soilloss_color.txt new file mode 100644 index 00000000..3000982e --- /dev/null +++ b/grass/data/soilloss_color.txt @@ -0,0 +1,7 @@ +0 220 255 220 +5 yellow +40 orange +90 red +250 magenta +4000 violet + diff --git a/grass/data/srtmneddiff_color.txt b/grass/data/srtmneddiff_color.txt new file mode 100644 index 00000000..186c909a --- /dev/null +++ b/grass/data/srtmneddiff_color.txt @@ -0,0 +1,5 @@ +-145 blue +-10 aqua +0 white +10 orange +90 red diff --git a/grass/data/stddev_color.txt b/grass/data/stddev_color.txt new file mode 100644 index 00000000..518b7eca --- /dev/null +++ b/grass/data/stddev_color.txt @@ -0,0 +1,6 @@ +0 grey +0.5 cyan +1.0 yellow +2 orange +5 red +15 magenta diff --git a/grass/data/viewshed_points.txt b/grass/data/viewshed_points.txt new file mode 100644 index 00000000..7260c912 --- /dev/null +++ b/grass/data/viewshed_points.txt @@ -0,0 +1,2 @@ +642212,224767,165 +638898,224528,25 diff --git a/grass/data_acquisition.html b/grass/data_acquisition.html new file mode 100644 index 00000000..2a59b05c --- /dev/null +++ b/grass/data_acquisition.html @@ -0,0 +1,677 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Geospatial Data Introduction

+ +

Resources: + +GRASS GIS overview and manual + + +

Understanding GRASS GIS commands

+ +

+You can run GRASS several ways using its graphical user interface (GUI) +and command line interface (CLI): +

    +
  • + for display (d.*) commands use GUI, + for other commands (r.*, g.*, v.*) type the command name into + the command console in the Console tab + (see the tabs at the bottom of the Layer Manager) + and then press Enter to open command (module) GUI; +
  • + for the display (d.*) commands use GUI, + for other commands type or paste (Paste or Shift Insert) command + with all options into Console and Enter, you can use Up/Down + arrows on your keyboard to retrieve previously run command, if you want to re-run it with + different options; +
  • + run everything through GUI: start the command using a + relevant button or select it from a drop down menu (use the + Modules to find the command); +
  • + when running on Linux or Mac, paste the command with the options into the shell (you can copy/paste multiple + commands at once) +
+ +

+ + + + +

+Instructions for both +GUI +and command line approach are provided in the introductory assignments, +but the instructions will be mostly command line later on. +Feel free to use the approach that suits you the best. +For a quick reference, here are the GUI equivalents for the d.* commands: + +

+In GRASS GIS Layer Manager toolbar +

    + +
  • d.rast: Add raster map layer +
  • d.vect: Add vector map layer +
  • d.shade: Add various raster map layers > Add shaded relief map +
+In GRASS GIS Map Display toolbar + + +The d.* commands throughout the assignments indicate which map layers should be included +in the output map, d.out.file indicates which map should be saved for the report. +You might already have the right map layers in your Layer Manager, so you don't have to load them again. +The CLI instructions can also be used for running the assignments on Linux and Mac as scripts. + + +

GRASS project and mapset

+If you don't already have GRASS GIS spatial database nc_spm_08_grass7 +downloaded, you can find it on +Course logistics page. +

+Before starting with GRASS GIS it is important to understand that +GRASS GIS uses the concept of projects, mapsets +and computational region to support +efficient analysis and modeling without the need to subset and resample +data. Data in a GRASS project has common coordinate system. +Each project can have several mapsets, one is called PERMANENT +to store baseline data, others are set by users. You can modify +the data only in your current mapset, but you can view or copy +data from other mapsets. See also +structure of GRASS database. + +

+DO NOT MOVE the files under project directory using non-GRASS tools. + +

+Suggested workflow is to create a new mapset for each assignment +and do all computations there. + +

+Computational region is set by g.region module (command) +and specifies the spatial extent and resolution at which raster operation are performed. + + +

Start GRASS GIS

+

+Start GRASS GIS as any other program on your computer. + +You should see a project nc_spm_08_grass7 in your database. +If you have not downloaded it yet, +click the icon Download sample project to current database and +select Complete North Carolina dataset, click Download, close when finished. + + +

To start working on your Assignment 1 +right click on nc_spm_08_grass7 and select Create mapset, type in name for the new mapset, +for example, assignment1, press OK. You will get a message that the Current mapset is assignment1 +and any new map layer that you will create will be saved here. +The provided data are in the mapset PERMANENT - double click to see the list of available raster and vector +map layers. You can preview a map layer by double-clicking on it but we will manage the Map Display +in the Layers tab and/or using display commands. + + +

+To save your outputs and to store external data create a directory where you can write, e.g. +on MS Windows, C:\Users\myname\Documents\GIS582_HW\report1. +Then set this directory in GRASS GIS as your working directory:
+Settings > GRASS working environment > Change working directory > select this directory
+or type cd (stands for change directory) into the GUI +Console and hit Enter: +

cd
+
+ +

+Find the working coordinate reference system, spatial extent and resolution:
+In GUI: Settings > Map projections > Display map projection
+In GUI: Settings > Region > Display Region
+

+Or paste the following command into the Console tab: + +

g.proj -p
+g.region -pl
+
+ +

Display data in 2D

+First set working region to a given elevation raster using GUI:
+Settings > Region > Set Region > +Set region to match raster map(s) > select elevation > Run > Close +or alternatively, paste in the command console in the Console tab: + +
g.region raster=elevation -p
+
+ + + +

+Display elevation map: +

+In Layer Manager > Add raster layer button > select raster "elevation" > OK.
+In Map Display > Zoom to computational region extent.
+Make sure the Render button (lower right corner) +for automatic rendering of maps is checked on. +You can also use the first button Display map in Map Display to render maps. +

+Alternatively, you can add raster layer by pasting this command into the +Console tab: + +

d.rast elevation
+
+ +

+Display elevation as a colored shaded map: +

+In Layer Manager > Add various raster maps layers > Add shaded relief map layer > +select "elevation_shade" as shaded relief map and "elevation" as color map.
+Under Optional tab set Percent to brighten to 30 > OK. +

+Command line equivalent: paste into the Console and press Enter: + +

d.shade shade=elevation_shade color=elevation brighten=30
+
+ + +

+Now check the range of elevation values of the entire map. +Either by pasting the following command into the Console or right clicking +on the elevation raster layer and selecting Metadata in the context menu. + +

r.info -r elevation
+
+ +

+Display vector line and point maps: +

+In Layer Manager: Add vector map layer button > +select "streets_wake" > OK. +Adjust the colors, line widths, symbols by clicking on relevant tabs. +Add additional maps ("roadsmajor", "schools_wake"). +

+These are the command line equivalents: + +

d.vect streets_wake
+d.vect roadsmajor color=red width=2
+d.vect schools_wake icon=basic/circle size=10 fill_color=blue
+
+ +

+Save the displayed map:
+In Map Display click Save display to graphic file. +Or run the equivalent command from the console, the graphic file +will be saved into your working directory. + +

d.out.file mymap
+
+ +

Display data in 3D

+This is just a quick preview: We will explore 3D visualization in 3rd assignment. +

+In Layer Manager check off the elevation_shade layer, but keep the elevation raster on. +In Map Display switch 2D view to 3D view. +After the 3D mode is loaded, increase viewing height with slider, rotate puck to the south. +Click Data tab and set Fine mode resolution to 1, to get the full resolution surface. +Save the image by clicking on Save display to graphic file (tiff support is required). +You may need to install +IrfanView +to view TIFF images saved from the 3D view. +Alternatively, you can just take screenshots of the 3D visualization. + +

Data view and query

+To get familiar with query and zoom tools, set the view back to 2D. +Querying data means finding out the values in raster maps +or attributes in vector maps at a location selected by mouse. +In Layer Manager select the map layer(s) to query by clicking on it. +In Map Display click button Query raster/vector map(s) and +click on a map at locations where you want to know the values/attributes. +

+In Map Display explore the options to zoom: +zoom-in, zoom-out, zoom to selected map, zoom to computational region. +You can also zoom to specific map layer by right clicking on the layer +and selecting Zoom to selected map(s). +

+Now display statewide DEM, county boundaries and climate stations: +

+ Remove all map layers from Layer Manager.
+In Layer Manager menu: Settings > Region > Set Region.
+In g.region dialog: Set current region from named region > +select "nc_500m" > Run > Close.
+In Map Display: Zoom to computational region.
+In Layer Manager: Add raster layer > select "elev_state_500m".
+Add vector map layer "precip_30ynormals", set the symbol to basic/marker.
+Add vector map layer boundary_county, +to display only county boundary, under tab Selection switch off area and switch on boundary. +Rearrange the layers by mouse if needed. +

+The command line equivalent is below, +except for removing all map layers from the Layer Manager. +When using GUI and its Console, you can either uncheck +the map layers or completely remove them in the Layer Manager. +When using the system command line and +d.mon, +you can use +d.erase. + +

g.region nc_500m -p
+d.erase
+d.rast elev_state_500m
+d.vect precip_30ynormals icon=basic/marker
+d.vect boundary_county type=boundary
+d.out.file nc_precip_stations
+
+ + +

Managing data

+ +We will learn how to find more information about the data, copy and rename maps. + +

List existing data

+ +Browse raster and vector data in the provided database using +the Data tab in the Layer Manager. +The tree shows projects and mapsets in your GRASS GIS database. +

+You can also paste the following command into the Console +to list the raster and vector maps: + +

g.list -f type=raster,vector
+
+ +You can also use left mouse click in the Data tab to add maps +into Layers and display them this way. + +

+Now list only vector maps which start with "s": +In the Data tab enter to the Search box the +following v:^s which limits the search to +vectors using v: which start (^) with the +letter s. + +

+Or use g.list in the Console tab: + +

g.list type=vector pattern="s*"
+
+ +Note that g.list by default uses different +pattern matching syntax than the Console tab. +If you use the g.list dialog in GUI, +in tab Required select type vector map(s) +and in tab Pattern enter s* for the +Map name search pattern field. + +

+Now list saved computational regions (which are extents and +resolutions bookmarked in the database): +In the File menu or in the Modules tab: +Find Manage Maps > List to get the +g.list dialog. +In the dialog tab Required select type +region definition(s). Then hit Enter or press Run. + +

+Or just paste the following command into the Console tab: + +

g.list -p type=region
+
+ +Alternatively, you can type g.list into +the Console and hit Enter to get the module dialog that way. + +

Copy and remove data

+ +You can copy and remove maps using the Data tab in the +Layer Manager. + +

+First find the raster map named geology_30m in the +PERMANENT mapset and use right click to Copy it. +Then find again the current mapset and use right click and +Paste to create a copy the geology_30m in +the current mapset. You will be prompted for the new name, change it +to mygeology. + +

+Than let's say we want to rename it. Use right click again on the new +copy, select Rename and type mygeology_30m. +Finally, let's delete this copy using right click and Delete. + +

+The above instructions for copying, renaming, and deleting can be done +in the Console using the modules g.copy, +g.rename, and g.remove +as follows: + +

g.copy raster=geology_30m,mygeology
+g.rename raster=mygeology,mygeology_30m
+g.list raster
+g.remove type=raster name=mygeology_30m -f
+
+ +

+You can find these modules in the GUI in the File menu or +in the Modules tab under Manage Maps. + +

+Note that you can only remove maps from the current mapset +and also note that the Data tab asks for confirming the removal +and the g.remove requires you to use the +-f flag. + +

+Find information about individual maps layers and their attributes:
+In GUI: right click raster layer "elevation", select Metadata, +right click vector layer "streets_wake", select Metadata, Show attribute data. + +

+Or paste the following command into the Console: + +

r.info elevation
+v.info streets_wake
+v.info -c streets_wake
+
+ +

+Note that all data (map layers) that you create are stored in your GRASS database/project/current_mapset. +If you want to go back to what you have worked on, you can save the Map Display and Layer manager, including the symbology and layout +in a GRASS workspace file *.gxw under File > Workspace > Save as. + + +

Import and export for raster and vector data

+ +

+In this section we will cover importing and exporting of raster and vector +data which are in the same projection as the GRASS project we work in. + +Cases where the projection differs are covered in a separate guide. + + +

Import and export Shapefiles

+ +Download a shapefile with geodetic points: + +geod_pts_spm.zip. + +Save and extract (unzip) it to your working directory. + + +

+To import file in GUI use: +

    +
  • File > Import vector data > Simplified vector import with reprojection.
    • +
  • Use Browse button to find the "gdc.shp" file you extracted earlier. +to fill the Source input field.
    • +
  • Then click on Import button.
    • +
+ +In case the imported point data was not displayed automatically, +use File > Add vector to display the data +and zoom to the vector layer.
+How are the + imported geodetic data points spatially related to the "streets_wake" vector data? + +Hint: add "streets_wake" to layer manager and zoom to this layer. + +

+Export the roadsmajor map as a shape file: +

    +
  • File > Export vector map > Common export formats
    • +
  • Select "roadsmajor" as Name of input vector map
    • +
  • Use Browse to find a directory to export the data to, +e.g. your "working directory". +This will fill out the Name of OGR output datasource field +with the path to this directory (e.g. "C:\mydirectory\roadsmajor.shp") +Make sure to specify the full path to your output files otherwise you might +have hard time finding them especially on MS Windows. +(Also note that you need to have write permissions for that directory.) +
    • +
  • Select ESRI_Shapefile in Data format to write
    • +
  • click Run
    • +
+You can then display the exported "roadsmajor" data in ArcGIS. + +Note that the names of the GRASS GIS modules which were used in the +background during the import and export we just did: +v.import and v.out.ogr. + + + +

Import a raster file provided in GeoTIFF format

+ +

+Download a landuse raster in GeoTIFF format: +lc96ras_cut.tif and +save it into your working directory. +

+To import this file through GUI use: +File > Import raster data > Simplified raster import with reprojection. +Use Browse button to find the path to the downloaded "lc96ras_cut.tif" file.
+Make sure the file is checked in the List of GDAL layers. +Click Import. + +

+Alternatively, if the data that you want to import is stored in your working directory +you can use the following command: + +

r.import input=lc96ras_cut.tif output=landuse96_subset
+
+ +Note, that if the data is not in the working directory you need to provide a full path to your input data, +so you would have to replace "lc96ras_cut.tif" by something +like "C:\path_to\my_file\lc96ras_cut.tif". +In such case the import is easier to do through GUI +where you can use Browse to get the correct path to your data. + +

Exporting raster files as ASCII grid and GeoTIFF

+ +

+Now, export raster files as ASCII grid and GeoTIFF. +

+Use File > Export raster map > Common export formats.
+Similarly as for the vector data export, the exported file will be savedi in your working directory +or you need to specify the full path to the directory where you want the exported file to be saved. +Use GTiff and AAIGrid as Raster data format to write +and use file extension appropriate for each format, i.e., .tif +and .ascii respectively. +
+Alternatively, you can use the command line equivalent to export the data to your working directory: + +

r.out.gdal input=basin_50K output=basin_50K.tif
+r.out.gdal input=elev_ned_30m output=elev_ned_30m.ascii format=AAIGrid
+
+ +

Creating new GRASS project

+We will create new projects based on EPSG code and based on +georeferenced file. +

First we create a new project with Coordinate Reference System (CRS) given by + EPSG code 3404. + Which CRS has EPSG 3404 and what are its characteristics? + +

+Launch Project Wizard +from Layer Manager menu > Settings > GRASS working environment > + Create new project
+In Name field type "nc_spf" > Next
+Select method Select CRS from a list by EPSG or description > Next
+Type EPSG code 3404 > Next > OK > Finish
+ +In this new project review the CRS information: +

g.proj -p
+
+ +

Another way to set up a GRASS project uses CRS information from a georeferenced file. +Again launch the Project Wizard: +

+In Name field type "nc_spm" > Next
+Select method Read CRS from a georeferenced data file > Next
+Browse to downloaded file lc96ras_cut.tif > +Next > Finish
+Import data? > Yes > OK
+ +Review again the projection information: +

g.proj -p
+
+ +

Add WMS layer

+View and download orthophoto through web mapping service. +Requires good internet connection. If it doesn't work, report the problem +including any error message in the report.
+First change region to the small rural area specified by the saved +region named "rural_1m", display the provided orthophoto and save its image +for your report. + +
g.region region=rural_1m -p
+d.rast ortho_2001_t792_1m
+d.out.file ortho2001
+
+ +

+In Layer Manager toolbar Add web service layer.
+Paste the link to the service into server field and press connect:
+

+https://imagery.nationalmap.gov/arcgis/services/USGSNAIPPlus/ImageServer/WMSServer?
+
+Wait until GUI changes. Be patient, it can take up to one minute.
+In Available web services, select WMS 1.3.0.
+In List of layers, there should be "USGSNAIPPlus", click on plus icon to open +list of provided products.
+Select a desired product (e.g. Natural colors or NDVI), Press Add layer button and wait.
+The dialog can be closed afterwards.
+ +

+To save the layer:
+Right click on the web service layer in Layer Manager - choose Save web service layer. +In dialog, set the name of the layer ortho_new and press Save layer.
+Save the image of the new orthophoto for your report: + +

d.out.file orthonew
+
+ +
+ + + +
+
+ + + diff --git a/grass/data_models.html b/grass/data_models.html new file mode 100644 index 00000000..9de17083 --- /dev/null +++ b/grass/data_models.html @@ -0,0 +1,401 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Geospatial data models

+ +

Resources: +

+ +

Start GRASS GIS

+

To start working on your Assignment 2 +right click on nc_spm_08_grass7 and select Create mapset, type in name for the new mapset, +for example, assignment2, press OK. You will get a message that the Current mapset is assignment2 +and any new map layer that you will create will be saved here. +As mentioned in the previous assignment, the provided data are in the mapset PERMANENT +- double click to see the list of available raster and vector +map layers. + +

+To save your outputs and to store external data change/create a directory where you can write, e.g. on MS Windows, +C:\Users\myname\Documents\GIS582_HW\report2. Then set this directory in GRASS GIS as your working directory: +Change working directory:
+Settings > GRASS working environment > Change working directory > browse to and select your report2 directory
+or type cd (stands for change directory) into the GUI +Console and hit Enter: +

cd
+
+ +

+If you prefer to work in GUI, you should be able to find out yourself +the GUI equivalents for the tasks below.
+Some hints for GUI are included, but +from now on, most of the instructions will be provided as commands for command line.
+Hint for running most of the commands in GUI - type or paste the name of the module +into the command console in the Console tab and then hit Enter to open the GUI dialog.
+Read the manual page for each command you are using for the first time to learn +what it is doing and what the parameters mean. + +

Resampling to a different resolution

+ +

+Resample the given raster map to higher and lower resolution +(30m->10m, 30m->100m) and compare resampling by nearest neighbor +with bilinear and bicubic method. +

First, set the computation region extent to our study area +and set resolution to 30 meters. +The computational region (region for short) is set using g.region module, +the -p flag is used to print the region coordinates and resolution. +Here we use a predefined region which is included in our data set. + +

g.region region=swwake_30m -p
+
+ +

+Zoom to computational region by clicking on the relevant icon on top +of the Map Displaay to make sure your display shows the region that we are working with. + +

+Then we display the 30m resolution NED elevation raster. + +

d.rast elev_ned_30m
+
+ +

+To resample it to 10m resolution, first set the computational region to resolution 10m, +then resample the raster using the nearest neighbor method.
+Hint: To open the r.resamp.interp in GUI, type or paste the module name +into the Console tab, then Enter to open the GUI dialog, +don't forget to set the method to nearest under Optional tab. + +

g.region res=10 -p
+r.resamp.interp elev_ned_30m out=elev_ned10m_nn method=nearest
+
+ +

+ + +The resulting elevation map should display automatically, if not, +display the resampled map by adding "elev_ned10m_nn" to Layer Manager +in case you don't have it in the Layer Manager already.
+Alternatively, use in command line the following: + +

d.rast elev_ned10m_nn
+
+ +

+The elevation map "elev_ned10m_nn" looks the same as the original one, +so now check the resampled elevation surface using the aspect map: + +

r.slope.aspect elevation=elev_ned10m_nn aspect=aspect_ned10m_nn
+
+ +

+You should see the aspect map derived from the resampled elevation map in your display, +or you can add "aspect_ned10m_nn" to Layer Manager +or in command line using: + +

d.rast aspect_ned10m_nn
+
+ +

+To save the map, click in Map Display on the button +Save display to graphic file" or alternatively, +use the following command to save your map in the current working directory: + +

d.out.file aspect_nn
+
+ +

+Now, reinterpolate DEMs using bilinear and bicubic interpolation. +Check the structure of interpolated elevation surfaces using aspect maps. + +

r.resamp.interp elev_ned_30m out=elev_ned10m_bil meth=bilinear
+r.resamp.interp elev_ned_30m out=elev_ned10m_bic meth=bicubic
+r.slope.aspect elevation=elev_ned10m_bil aspect=aspect_ned10m_bil
+r.slope.aspect elevation=elev_ned10m_bic aspect=aspect_ned10m_bic
+d.rast aspect_ned10m_bil
+d.rast aspect_ned10m_bic
+
+ +

+Save the displayed maps and in your report, compare the results with +the previously computed nearest neighbor result.
+In Map Display click button Save display to graphic file, +or use the following in the command line: + +

d.out.file aspect_bil
+
+Why is the aspect map of elevation raster map computed by the nearest neighbor method +different from the one computed by bilinear interpolation?
+ +

+Resample to lower resolution (30m -> 100m). +

+First, remove all map layers from the Layer Manager because we don't need to see them anymore + and then display the original elevation and land use maps:. + +

d.erase
+d.rast elev_ned_30m
+d.rast landuse96_28m
+
+ +Then change the region resolution and resample +elevation (which is a continuous field) +and land use (which has discrete categories).
+Explain selection of aggregation method. Can we use average also for landuse? +What does mode mean? + + + + +
g.region res=100 -p
+r.resamp.stats elev_ned_30m out=elev_new100m_avg method=average
+d.rast elev_new100m_avg
+d.out.file elev_100m
+
+ + +
d.erase
+r.resamp.stats landuse96_28m out=landuse96_100m method=mode
+d.rast landuse96_100m
+d.out.file lenduse_100m
+
+ +

Converting between vector data types

+ +

+Convert census blocks polygons to points using their centroids +(useful for interpolating a population density trend surface): + +

v.to.points census_wake2000 type=centroid out=census_centr use=vertex
+
+ +Display census boundaries using GUI:
+Add vector "census_wake2000" +Selection > Feature type > boundary +(switch off the other types).
+Save the displayed map in Map Display click button +Save display to graphic file.
+Alternatively, use the following commands to control display. +

+Note that in both command line and GUI you must either enter the full path +to the file you are saving the image in, or you must know the current working +directory. + +

d.erase
+d.vect census_centr icon=basic/circle fill_color=green size=10
+d.vect census_wake2000 color=red fill_color=none
+d.legend.vect
+d.out.file vect_to_points
+
+ + + +

Convert from vector to raster

+ +

+Convert vector data to raster for use in raster-based analysis. +First, remove all previous map layers from Layer Manager and +adjust the computational region to resolution 200m: + +

d.erase
+g.region swwake_30m res=200 -p
+
+ +

+Convert vector points "schools" to raster. +As value for raster use attribute column "CORECAPACI" for core capacity.
+To add legend in GUI use +Add map elements > Show/hide legend +and select "schools_cap_200m". + +

d.vect schools_wake 
+v.info -c schools_wake
+v.to.rast schools_wake out=schools_cap_200m use=attr attrcol=CORECAPACI type=point
+d.rast schools_cap_200m
+d.vect streets_wake co=grey
+d.legend schools_cap_200m at=70,30,2,6
+
+ +

+Now convert lines in "streets" vector to raster. +Set the resolution to 30m and use speed limit attribute. + +

g.region res=30 -p
+v.to.rast streets_wake out=streets_speed_30m use=attr attrcol=SPEED type=line
+
+ +

+Raster "streets_speed_30m" will be added to the Layer manager and displayed in the Map Display. +
+Add legend for "streets_speed_30m" raster using GUI in Map Display:
+Add legend > Set Options > Subset > List of discrete cat numbers +and type in speed limits 25,35,45,55,65; move legend with mouse as needed. +

+Alternatively, use the following commands: + +

d.rast streets_speed_30m 
+d.legend streets_speed_30m at=5,30,2,5 use=25,35,45,55,65 
+
+ +

+Save the displayed map. +In Map Display click button Save display to graphic file, +or use the following. + +

d.out.file vect_to_rast
+
+ +

Convert from raster to vector data

+ +Convert raster lines to vector lines. +

+First, remove map layers from Layer Manager and set the region. +Hint: right click on the raster legends to select Remove legend. +Then do the conversion. +

+ +

d.erase
+g.region raster=streams_derived -p
+d.rast streams_derived
+r.thin streams_derived output=streams_derived_t
+r.to.vect streams_derived_t output=streams_derived_t type=line
+
+

+Explain why we are using r.thin module. + +

+Visually compare the result with streams digitized from airphotos. +To make space for the vector legend you may need to stretch your Map Display window a little wider. + +

d.vect streams_derived_t color=blue
+d.vect streams color=red
+d.legend.vect
+
+ +

+Save the displayed map (in Map Display click button Save display to graphic file). + +

d.out.file streams_compare
+
+ +

+Convert raster areas representing basins to vector polygons. +

+First, remove map layers from Layer Manager and set the region. +To convert, use raster values as category numbers (flag -v) and +display boundaries of vector polygons.
+Verify the basin boundaries by displaying them together with streams - the stream +networks should "fit" within the basin boundaries. + +

d.erase
+g.region raster=basin_50K -p
+r.to.vect -sv basin_50K output=basin_50Kval type=area
+d.erase
+d.rast basin_50K
+d.vect basin_50Kval type=boundary width=2
+d.vect streams color=blue
+
+ +

+Save the displayed map either using GUI or using the following in case +you are working in the command liner:. + +

d.out.file basins
+
+ +
+ + + +
+
+ + + diff --git a/grass/data_visualization.html b/grass/data_visualization.html new file mode 100644 index 00000000..8cab8b90 --- /dev/null +++ b/grass/data_visualization.html @@ -0,0 +1,433 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Data display and visualization

+

Resources: +

+ + +

Start GRASS GIS

+Your current mapset should be a previously created assignment2 +in the nc_spm_08_grass7 project, you can continue working in it or create a new mapset +(e.g., assignment2b) following the instructions from the previous assignments. + +

+To save your outputs and to store external data change your working directory +to the one that you created in previous assignment e.g., +C:\Users\myname\Documents\GIS582_HW\report2, +type cd into Console and hit Enter: +

cd
+
+then browse to and select your report2 directory. + +

Changing the default font

+ +Change the default font used for map rendering in GUI Settings: +File > Preferences > Map Display. +Pick a new default font and Save the settings. +
Note, that you can also change the default color table, default vector display properties +and other display behavior in GUI settings. + +

Basic 2D display operations

+GUI is recommended for the tasks below, see the +GUI equivalents for selected d* commands, the command line instructions below are +to indicate the workflow and output. + +

Display subset of raster data

+Visualy explore relation between developed areas and topography. +Remove all previously used layers from the Layer Manager, then set region and +display land use categories 1, 2 (developed land) over shaded topography.
+Settings > Region > Set region > Set region to match this raster > select "landuse96_28m".
+Add raster > select "elevation_shade".
+Add raster > select "landuse96_28m" > Selection > List of cats to display > 1,2.
+Zoom to computational region.
+Right click on "landuse96_28m" map layer and Change opacity to show topography blended with landuse. +Save display to graphic file. + +
d.erase
+g.region raster=landuse96_28m -p
+d.rast elevation_shade
+d.rast landuse96_28m values=1,2
+#make sure to change opacity of the landuse layer to combine it with shaded topography
+d.vect streets_wake
+d.out.file landuse_elev
+
+ +

Display color composite and subset of raster data

+Visualy explore the development in the 1996 land use map layer and the 2002 landsat imagery +using similar approach as with the shaded elevation above, but here we use a landsat 2002 +image composite
+In Layer Manager: Add various raster map layers > Add RGBmap layer.
+ +
d.rgb red=lsat7_2002_30 green=lsat7_2002_20 blue=lsat7_2002_10
+d.rast landuse96_28m values=1,2
+#make sure to change opacity of the landuse layer to see the developed areas in 2002 and 1996
+d.vect roadsmajor color=yellow
+d.out.file mylandsat
+
+ +How did the developed area change between 1996 and 2002? + + +

Change colors for raster maps

+There are many ways how to adjust or create custom color ramps for raster maps, +see r.colors manual, we explore only some basic tools here. +

+First create your own copy of the elevation map (see the command below).
+Display it by Add raster > "myelev". + +

g.copy raster=elevation,myelev
+d.rast myelev
+
+ +

+Set the color table to a predefined one (feel free to select a different one than the suggestion below, e.g. sepia). +

+GUI options: Right Click on the raster layer "myelev" in Layer Manager > Set color table > Define > Name of color table > "elevation" > Run.
+If you don't see the new colors - click the first button in Map Display to redraw. + +

r.colors myelev color=elevation
+d.rast myelev
+d.out.file mynewelevation
+
+ + + +

+To create color table for future multiple uses, especially for scripting, +type the rules into a plain text mycolor.txt file using a text editor (TextEdit, Notepad) +and save it in your working directory, for example (feel free to use your own colors): + +

+50 blue
+70 aqua
+90 green
+110 yellow
+130 orange
+160 brown
+
+ +

+Then assign it as follows:
+Right click on "myelev" map layer > set color table > Define > Path to rules file > Run.
+If needed, redraw using the first button on Map Display. +You can also create and assign the above color table by typing or pasting it into the +enter values interactively window +or run it from comand line (make sure the rule file is in your working directory): + +

r.colors myelev rules=mycolor.txt
+d.out.file mynewelevation2
+
+ +

+Note that you can combine color RGB and name definitions +as well as % and cat/val to create complex custom color tables +and store them in a text file for future use, see the examples in r.colors man page. + +

Compare the use of equal interval and histogram equalized color table for slope

+ +First, we set an equal interval color ramp to our copy of the slope map. +To add the legend use Add map elements button on Map Display. + +
g.copy raster=slope,myslope
+r.colors myslope color=bgyr
+d.rast myslope
+d.legend myslope
+d.out.file myslopecolor
+
+ +

+Now set the histogram equalized color table, and save the new slope map. +

r.colors -e myslope color=bgyr
+d.out.file myslopecolorequalized
+
+ +

+To explain the difference between the two maps, you can generate a histogram. +On Map Display click on Analyze map > Create histogram with d.histogram to open the histogram tool and +save results to graphics file. Or use this command which will +add a histogram as a layer to Layer Manager and then save the image: +

d.histogram myslope
+d.out.file slopehistogram
+
+ +What is the effect of the histogram equalized color table on the slope map pattern? + +

Modify legend, scale and grid

+To re-size the legend for myslope, right click on the legend, +select Resize legend and resize with mouse. +Alternatively you can resize by selecting Pointer mode in Map Display, double clicking on legend to launch the legend dialog +and set options > Optional > Placement > 50,90,4,7.
+Numbers are bottom,top,left,right as percentage of screen coordinates.
+Add units to the legend: Add map elements > Add text layer > type deg > OK.
+Add barscale on Map Display: Add map elements > Add scale bar (double click on it to change iti, +for example you can change its length and units under Optional tab).
+

+Note: you can use horizontal legends by using Placement at=6,10,2,30 +or just stretch it horizontally with mouse. + +

d.barscale length=1000
+d.legend myslope at=50,90,4,7
+
+ +

+Switch off "myslope", display "myelev" raster and change the legend to "myelev" raster. +Add grid for state plane coordinates at 5000m with ticks at 1000m. +Also add a lat/long grid at 2 arc minute interval. +

+In Layer Manager > Add various overlays > Add grid layer > Size 5000 > Run.
+To draw only border with ticks: change Size to 1000 and click Disable > Disable grid drawing > Run.
+Switch off Disable grid drawing.
+To draw lat/long grid: set Required > Size to 0:02 > click Draw > Draw geographic grid > Run.
+Command line alternative: + +

d.rast myelev
+d.legend myelev
+d.grid size=5000 color=brown
+d.grid -n size=1000
+d.out.file myelevmap_gridxy
+#switch off previous grids
+d.grid -g size=0:02 color=black
+d.out.file myelevmap_gridlatlong
+
+ +

Visualization in 3D perspective

+

+Interactively view "elevation" raster and vector data ("streams", "usgsgages") in 3D view, +adjust viewing position, surface properties and lighting to highlight features and display +landuse data over topography. Note, that legend is not currently supported in 3D view. + +Remove or switch off any map layers in the Layer Manager (if you have any) +and set region to the raster "elevation". + +

d.erase
+g.region raster=elevation -p 
+
+ +

+Then add raster "elevation", and vector "streams", and "usgsgages".
+Zoom to computational region and Switch to 3D view.
+

+Follow the video +Visualization in GRASS I: surface +and Visualization in GRASS II: draping points and lines(legend does not work in GRASS8.4) +and save 2-3 images for your report +(save as tiff or take screenshot, if you don't have tiff support). + +

Optional

+ +

Visualizing multiple surfaces

+Visualize multiple surfaces (bare earth and surface with vegetation and structures),
+analyze their relationship using crossections generated by interactive cutting planes
+

+It is recommended to quit GRASS before starting the task below +because we will be working with a smaller, high resolution region. +

+Start grass with your previous mapset. +First set region to "rural_1m", then interpolate surface with vegetation +from multiple return lidar points using the module v.surf.rst +(we will explain interpolation later on). + +

g.region rural_1m -p
+v.surf.rst input=elev_lidrural_mrpts elevation=elev_lidruralmr_1m npmin=120 segmax=25 tension=40 smooth=1.0
+
+ +

+In Layer Manager Add rasters "elev_lidruralmr_1m" and "elev_lid792_1m" (bare earth). +In Map Display Zoom to computational region. +

+Make sure that you have only the two elevation maps switched on in the Layer Manager. +Switch to 3D view and follow the video +Visualization in GRASS III: cutting planes. +Save 2-3 interesting images for your report, include at least one crossection. +If you do not see the elevation surfaces click Look: "center" in the View pannel of the 3D view. + + +

Optional

+ +

Map Swipe

+Use mapswipe to compare the new orthophoto with the ortho provided in the data set:
+ +
g.mapsets mapset=assignment1 operation=add
+
+ +File > Map Swipe.
+Add raster > select "ortho_2001_t792_1m" and "ortho_new".
+

+Move slider to compare images - what changes do you observe? +Save a screenshot of the mapswipe window showing the comparison of orthos. +See more options here. + +

+ + + + +

+ + + +
+
+ + + diff --git a/grass/grass_intro.html b/grass/grass_intro.html new file mode 100644 index 00000000..7a57bed7 --- /dev/null +++ b/grass/grass_intro.html @@ -0,0 +1,226 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

GRASS GIS 7 GUI intro

+Note: The screenshots were done for GRASS GIS 7.0, there might be therefore slight differences for newer versions of GRASS GIS. +

Start

+ +

GRASS data structure

+For this introduction we create new mapset intro to keep data organized. +

+ + +

Display

+

GRASS GUI: Add raster map elev_lid792_1m

+ + +

+Set the computational extent and resolution of the mapset to match map elev_lid792_1m. +Computational region will be explained later. +

+ + + +

Display elevation in 3D view

+ +

+ +

+ +

+ +

+ + +

Display elevation legend

+ + +

GRASS modules

+GRASS functionality is available through modules (tools). Modules +respect following naming conventions: +

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
groupprefixexamples
generalg.*g.list, g.remove, g.copy
rasterr.*r.univar, r.neighbors, r.contour
vectorv.*v.info, v.generalize, v.db.select
3D rasterr3.*r3.info, r3.to.rast, r3.colors
temporalt.*t.list, t.rast.aggregate, t.vect.univar
.........
+

Finding and running a module

+Type name or keyword in Search: +

+ +

+Raster > Reports and statistics > Basic raster metadata +

+ +

+Type beginning of command in Command console +

+ +

+Command console supports auto-completion of maps and parameters. +

+ +

+Browse command history using up and down arrows. +

+ + +

Region settings

+Before we use a module to compute a new raster map, +we must set properly computational region. +All raster computations will be performed in the specified +extent and with the given resolution. +
+g.region -p
+
+north:      220750
+south:      220000
+west:       638300
+east:       639000
+nsres:      1
+ewres:      1
+rows:       750
+cols:       700
+cells:      525000
+
+ +

+We can set it to match a raster map like this: +

+ +

Running modules

+

Module example: r.slope.aspect

+Raster > Terrain analysis > Slope and aspect +

+
+
+
+ + +

3D view

+Uncheck newly created maps: +

+ +

+Add vector map streams: +

+ +

+Set resolution and map draped over the surface: +

+
+
+ +

+Save picture as TIF or PPM file and then quit GUI: +

+
+ + +

+

Quit GRASS session

+

+ + + +

+ + + +
+
+ + + diff --git a/grass/hydrology.html b/grass/hydrology.html new file mode 100644 index 00000000..a1a93191 --- /dev/null +++ b/grass/hydrology.html @@ -0,0 +1,354 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Flow routing and watershed analysis

+

Resources: +

+ +

+Text file with outlet point coordinates: +

+ +

Start GRASS GIS

+Create a new mapset (called e.g. HW_hydrology) in nc_spm_08_grass7 project and +change working directory:
+Settings > GRASS working environment > Change working directory > select/create any directory
+or type cd (stands for change directory) into the GUI +Console and hit Enter: +
cd
+
+Download all text files with site locations (see above) +to the selected directory. Now you can use the commands from the assignment requiring the text file +without the need to specify the full path to the file. + + + +start GRASS
+ +

Compute flow direction, flow accumulation and subwatersheds

+Compute flow direction, flow accumulation and subwatersheds +with approx. size of 10000 cells from 30m NED. + +
g.region raster=elev_ned_30m -p
+r.watershed -s elevation=elev_ned_30m threshold=10000 accumulation=accum_10K drainage=draindir_10K basin=basin_10K
+
+ +

+Extract more detailed streams from flow accumulation raster: + +

r.mapcalc "streams_der_30m = if(abs(accum_10K) > 100, 1, null())"
+
+ +

+Convert to vector format and display results +along with the official Wake county streams (red): + +

r.to.vect -s basin_10K output=basin_10K type=area
+r.thin streams_der_30m output=streams_der_30m_t
+r.to.vect -s streams_der_30m_t out=streams_der_30m type=line
+
+ +

+Generate shaded map and display: +How do the derived streams compare with the official stream map?
+How can you modify the mapcalc expression to make stream origins fit better +with the official stream map? + +

d.erase
+d.his hue=basin_10K intensity=elevation_shade brighten=40
+d.vect basin_10K type=boundary
+d.rast lakes
+d.vect streams_der_30m color=blue
+d.vect streams color=red
+d.out.file mystreams
+
+ +

Create map of DEM depressions

+Depression filling is often necessary for certain flow routing algorithms but it can alter the elevation data significantly. +Find out how extensive the depressions are in our DEM.
+Note that r.watershed doesn't need any depression filling thanks to +its underlying algorithm which uses least cost path to get over depressions. + +
g.region raster=elevation -p
+r.fill.dir input=elevation output=elev_fill1 direction=dir1 areas=unres1
+r.fill.dir input=elev_fill1 output=elev_fill2 direction=dir2 areas=unres2
+r.fill.dir input=elev_fill2 output=elev_fill3 direction=dir3 areas=unres3
+r.mapcalc "depr_bin = if((elevation-elev_fill3) < 0., 1, null())"
+r.colors depr_bin color=blues
+
+ +

+Remove all previously used layers from the Layer Manager and +display the new results, compare the derived depressions with actual lakes: + +

d.erase
+d.rast elevation
+d.vect roadsmajor
+d.rast depr_bin
+d.vect lakes type=area fill_color=blue
+d.out.file depressions
+
+ + +

Derive contributing area for a given outlet

+Set region to the high resolution study area and zoom to it: + +
g.region rural_1m -p
+r.watershed -as elevation=elev_lid792_1m threshold=5000 accumulation=accum_5K drainage=draindir_5K basin=basin_5K
+
+ +

+Remove previous layers. Display extracted streams over aerial image: + +

d.erase
+d.rast ortho_2001_t792_1m
+d.rast accum_5K values=1500-1000000
+
+ +

+Identify outlet on the extracted stream. +

+Create a vector map with the point east=638845.52 north=220085.26 (download the text file) +that has accum_5K=224510. + +

v.in.ascii input=outlet_point.txt output=outletA30 separator=space
+d.vect outletA30 color=yellow
+
+ +

+Delineate the contributing area associated with this outlet and convert it to vector format: + +

r.water.outlet input=draindir_5K output=basin_A30 coordinates=638845.52,220085.26
+r.to.vect -s basin_A30 output=basin_A30 type=area
+
+ +

+Display watershed boundary along with contours.
+Compute the watershed area (category 1)
+ +

d.vect basin_A30 type=boundary color=green width=2
+r.contour elev_lid792_1m output=elev_lid792_cont_1m step=1 minlevel=104
+d.vect elev_lid792_cont_1m color=white
+d.out.file watershedA30
+r.report basin_A30 unit=h,a
+
+ +

Assess and mitigate impact of the road on flowrouting

+Compare the extracted streams (accum > 1500) with official stream data: + +
d.rast ortho_2001_t792_1m
+d.rast accum_5K values=1500-1000000
+d.vect streets_wake color=red
+d.vect streams color=green
+d.out.file streamcompare
+
+ +

Carve a pre-defined channel given by the stream data into DEM

+ +
r.carve raster=elev_lid792_1m vector=streams width=2 depth=0.8 output=elev_lidcarved_1m
+r.colors elev_lidcarved_1m raster=elev_lid792_1m
+d.rast elev_lidcarved_1m
+
+ +

Extract streams from the carved DEM and compare with the official streams map.
+What is the difference between accum_5K, accumc_5K1m and streams?
+Explain the advantage and disadvantage of carving. + +

r.watershed -as elevation=elev_lidcarved_1m accumulation=accumc_5K1m
+d.rast accumc_5K1m values=1500-10000000
+d.vect streams
+d.out.file streamcarved
+
+ +

Compute refined flow pattern using D-inf

+Compare upslope and downslope flow lines: +On what type of landform (ridge, valley) they converge? + +
g.region raster=elev_lid792_1m -p
+r.flow elevation=elev_lid792_1m flowline=flowlines flowlength=flowlg_1m flowaccumulation=flowacc_1m
+r.flow -u elevation=elev_lid792_1m flowlength=flowlgup_1m flowaccumulation=flowaccup_1m
+
+ +

+Display maps along with contours to see relation to terrain: + +

d.erase
+d.rast flowacc_1m
+d.vect elev_lid792_cont_1m color=red
+d.vect flowlines
+d.out.file flowdown
+d.erase
+d.rast flowaccup_1m
+d.vect elev_lid792_cont_1m color=red
+d.out.file flowlines
+
+ +

Compare the multiple flow direction result with D8 and Dinf

+Compare the results of r.watershed: accum_5K and accum_mfd_5K1m. Why are they different, +which is more accurate and why? +
r.watershed -a elevation=elev_lid792_1m threshold=5000 accumulation=accum_mfd_5K1m
+d.rast accum_mfd_5K1m
+d.vect streams
+d.out.file stream_mfd
+d.erase
+d.rast accum_5K
+d.vect streams
+d.out.file stream_sfd
+
+ +

Compute wetness index

+ +
g.region rural_1m -p
+r.topidx elev_lid792_1m output=wetness_1m
+r.colors map=wetness_1m color=water
+d.rast wetness_1m
+d.out.file wetness
+
+ +Compute the wettness index using the formula in the lecture (hint: you will need +to compute slope using elev_lid792_1m and use accum_mfd_5K1m as contributing area. +Check the values by comparing your output with wetness_1m computed with r.topidx. + +

Display elev_lid792_1m in 3D and drape over wetness_1m as color.
+Note: switch off all layers except for elev_lid792_1m. + +

Create a map of flooded area

+Create a map of flooded area for a given water level and seed point: + +
r.lake elevation=elev_lid792_1m water_level=113.5 lake=flood1 coordinates=638728,220278
+d.rast elev_lid792_1m
+d.rast flood1
+d.out.file floodedarea
+
+ +

+Increase water level to 113.7m and 115.0m and create flooded +area maps at these two levels. Include the maps of flooded areas +at these water levels in your report. + + + + + + + + + +

+ + + +
+
+ + + diff --git a/grass/hydrology_erosion.html b/grass/hydrology_erosion.html new file mode 100644 index 00000000..b9683475 --- /dev/null +++ b/grass/hydrology_erosion.html @@ -0,0 +1,299 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Erosion modeling

+

Resources: +

+ +

+Text files with recode rules and color rules: +

+ + +

Start GRASS GIS

+Create a new mapset (called e.g. HW_erosion) in nc_spm_08_grass7 project and +change working directory:
+Settings > GRASS working environment > Change working directory > select/create any directory
+or type cd (stands for change directory) into the GUI +Console and hit Enter: +
cd
+
+Download all text files with recode rules, color rules and site locations (see above) +to the selected directory. Now you can use the commands from the assignment requiring the text file +without the need to specify the full path to the file. + + + + + + +

Compute soil detachment using USLE3D

+ +

Compute topographic potential (LS factor)

+ +Compare impact of the power function exponents on the erosion pattern.
+Which equation represents conditions when contributing area has greater impact +and which models stronger influence of slope? + +
g.region raster=elev_lid792_1m -p
+r.slope.aspect elevation=elev_lid792_1m slope=slope_1m aspect=aspect_1m
+r.flow elevation=elev_lid792_1m flowaccumulation=flowacc_1m
+r.mapcalc "lsfac3d_1m = 1.2 * pow(flowacc_1m * 1./22.1,0.2) * pow(sin(slope_1m)/0.09,1.3)"
+r.mapcalc "lsfac3d_s1_1m = 1.5 * pow(flowacc_1m * 1./22.1,0.5) * pow(sin(slope_1m)/0.09,1.0)"
+r.colors lsfac3d_s1_1m color=gyr -e
+r.colors lsfac3d_1m raster=lsfac3d_s1_1m
+
+ +Display layers and save outputs: +d.erase +
d.rast lsfac3d_1m
+d.vect elev_lid792_cont1m
+d.legend lsfac3d_1m at=2,50,2,6
+d.out.file lsfac_s13
+
+d.rast lsfac3d_s1_1m
+d.vect elev_lid792_cont1m
+d.legend lsfac3d_s1_1m at=2,50,2,6
+d.out.file lsfac_s10
+
+ + +

Compute soil detachment for spatially variable land cover

+ +Set region to rural area and recode landcover_1m to cfactor +using the r.recode module. +Assign special color table and display result.
+ +
g.region rural_1m -p
+r.recode landcover_1m output=cfactor_1m rules=cfac_rules.txt
+r.colors map=cfactor_1m rules=cfac_color.txt
+d.rast cfactor_1m
+
+ + +

+Compute the USLE3D equation using map algebra, +cfactorbare_1m is the same as cfactor_1m, +cfactorgrow_1m has landuse recoded for summer conditions.
+Specify units of the raster maps using +the r.support module.
+Compare erosion rates and distribution +for winter (bare) and summer conditions. + +

r.mapcalc "soillossbare_1m = 270. * soils_Kfactor * lsfac3d_1m * cfactorbare_1m"
+r.mapcalc "soillossgrow_1m = 270. * soils_Kfactor * lsfac3d_1m * cfactorgrow_1m"
+r.colors soillossbare_1m rules=soilloss_color.txt
+r.colors soillossgrow_1m raster=soillossbare_1m
+r.support map=soillossbare_1m units="ton/(acre.year)"
+r.support map=soillossgrow_1m units="ton/(acre.year)"
+
+d.erase +Remove previous layers and display the new ones: +
d.rast soillossbare_1m
+d.legend soillossbare_1m at=2,50,2,6
+d.out.file soillossbare
+d.rast soillossgrow_1m
+d.legend soillossgrow_1m at=2,50,2,6
+d.out.file soillosgrow
+r.univar soillossbare_1m
+r.univar soillossgrow_1m
+
+ + +

Compute new DEM with erosion carved-in

+ +
r.mapcalc "elev_erodedb_1m = elev_lid792_1m-(soillossbare_1m/100.)"
+
+ +Display elev_erodedb_1m in 3D and drape over soillossbare_1m as color.
+To view it in 3D switch off everything except elev_erodedb_1m.
+Drape soillossbare_1m as color and don't forget to set fine resolution to 1.
+Use lighting from SW, z-exag at least 2.0
+ + +

Compute net erosion/deposition maps (using USPED)

+ +Compute net erosion/deposition maps as divergence of sediment flow (USPED). +

+First compute sediment flow and its components in x, y directions: + +

r.mapcalc "sedflow_1m = 270. * soils_Kfactor * cfactorgrow_1m * flowacc_1m * sin(slope_1m)"
+r.colors sedflow_1m raster=soillossbare_1m
+d.rast sedflow_1m
+r.mapcalc "qsx = sedflow_1m * cos(aspect_1m)"
+r.mapcalc "qsy = sedflow_1m * sin(aspect_1m)"
+
+ +

+Compute change of sediment flow in the x and y directions +and then change in the direction of flow using divergence.
+ +

r.slope.aspect elevation=qsx dx=qsx_dx
+r.slope.aspect elevation=qsy dy=qsy_dy
+r.mapcalc "erdep = qsx_dx + qsy_dy"
+r.info -r erdep
+r.colors erdep rules=erdep_color.txt
+d.rast erdep
+d.legend erdep at=2,50,2,6 range=-100,100
+
+ +

+Display elev_lid792_1m in 3D and drape over erdep as color (switch off all layers except for elev_lid792_1m).
+ + +

Compute summary statistics

+ +Use r.recode to classify erosion/deposition and r.category +to add labels (stable, high erosion, etc) to individual categories: + +
r.recode erdep output=erdep_class rules=erdep_class.txt
+r.category erdep_class rules=erdep_label.txt sep=:
+r.report erdep_class unit=p,h,a
+
+ +

+Example output: +

+[...]
+| #| description         |  %  | hectares |  acres  |
+|-4| severe erosion . . .| 0.19|  0.101300|  0.25031|
+|-3| high erosion . . . .| 1.34|  0.701600|  1.73365|
+|-2| moderate erosion . .| 3.89|  2.042600|  5.04726|
+|-1| low erosion . . . . |19.74| 10.366000| 25.61438|
+| 0| stable . . . . . . .|61.32| 32.192000| 79.54643|
+| 1| low deposition . . .| 8.40|  4.407600| 10.89118|
+| 2| moderate deposition | 2.49|  1.307500|  3.23083|
+| 3| high deposition . . | 1.29|  0.676900|  1.67262|
+| 4| severe deposition . | 0.24|  0.126100|  0.31159|
+| *|no data. . . . . . . | 1.10|  0.578400|  1.42922|
+|---------------------------------------------------|
+|TOTAL                   |100.00| 52.500000|129.7275|
+
+ +Comment on advantages, disadvantages and risks of +classifying erosion/deposition data into categories. + +

+Compute univariate statistics: + +

r.univar erdep
+
+ +

+Look for line with sum: + +

+sum: -2374.473814
+
+ +

+The units are tons/(acre.year), but our cells are 1 m2. +Therefore we have to divide by 4046 (1 acre = 4046 m2) +to get total ton per year transported from the watershed. +You can use the Python shell in the Python tab do the division. + +

+ + + +
+
+ + + diff --git a/grass/img/GRASS8.2_download_nc_sample_dataset.webm b/grass/img/GRASS8.2_download_nc_sample_dataset.webm new file mode 100644 index 00000000..03c589f6 Binary files /dev/null and b/grass/img/GRASS8.2_download_nc_sample_dataset.webm differ diff --git a/grass/img/aspect3d.png b/grass/img/aspect3d.png new file mode 100644 index 00000000..374c5f31 Binary files /dev/null and b/grass/img/aspect3d.png differ diff --git a/grass/img/firestations_table.png b/grass/img/firestations_table.png new file mode 100644 index 00000000..fb6aaf4e Binary files /dev/null and b/grass/img/firestations_table.png differ diff --git a/grass/img/intro/3d_elev.png b/grass/img/intro/3d_elev.png new file mode 100644 index 00000000..cacd3963 Binary files /dev/null and b/grass/img/intro/3d_elev.png differ diff --git a/grass/img/intro/3d_ortho.png b/grass/img/intro/3d_ortho.png new file mode 100644 index 00000000..3beb866e Binary files /dev/null and b/grass/img/intro/3d_ortho.png differ diff --git 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00000000..8a225115 --- /dev/null +++ b/grass/import.html @@ -0,0 +1,297 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Import and export of data from different sources in GRASS GIS

+ +GRASS GIS project can contain data only in one coordinate reference system (CRS) +in order to have full control over reprojection +and avoid issues coming from on-the-fly reprojection. + +

+When starting a project, decide which CRS you will use. Create +a new project using Project Wizard (accessible from GRASS GIS start-up page). +Specify desired CRS either by providing +EPSG code (can be found e.g. at epsg.io) +or by providing a georeferenced file (such as Shapefile) which has +the CRS you want. + +

Importing data in common vector and raster formats

+ +

+For basic import of raster and vector files, use r.import +and v.import, respectively. +These modules will reproject the input data if necessary. +If the input data's CRS matches the project's CRS, we can use +r.in.gdal or v.in.ogr +for importing raster and vector. + +

+Alternatively, you can use a two-step approach +for the cases when the data's CRS doesn't match the project's CRS. +First create a new temporary project +based on the CRS of the data you want to import, switch to this project +and then use r.in.gdal or v.in.ogr +to import raster and vector data, respectively. Then switch to the project +of your project and use +r.proj and v.proj +to reproject data from the temporary project to your project. +This approach is necessary for formats which are not supported by +r.import and v.import modules. +Modules r.proj and v.proj +can be also used for bringing raster and vector maps from one project to another. + +

+Modules r.in.gdal and v.in.ogr +check whether the CRS of the imported data matches the project's CRS. +Sometimes the CRS of imported data is not specified correctly +or is missing and therefore import fails. +If you know that the actual CRS matches the project's CRS, +it is appropriate to use r.in.gdal's +or v.in.ogr's -o flag to overwrite the projection +check and import the data as they are. + +

+If you zoom to raster or vector in GRASS GUI and it does not fit with +the rest of the data, it means that it was imported with wrong projection +information (or with the -o flag when the coordinates in fact don't match). +You can use r.info and v.info to get the information +about the extents of (already imported) rasters and vectors. + +

Importing CSV and other ASCII data

+ +

+There are many formats of plain text files. In the context of GIS we usually +talk about ASCII formats and CSV files. CSV files usually hold only +coordinates and sometimes attributes of points. +These files usually don't have CRS information attached to them, +so we must be very careful and import the data only if the coordinates +are in the CRS of the project we are using. + +

+Let's create a CSV file called points.txt +using a text editor (Notepad++, TextEdit, MS Notepad), for example: + +

+637803.6,223804.7
+641835.5,223761.2
+643056.0,217419.0
+
+ +The coordinates we entered are in EPSG:3358 and we assume that the +GRASS project is using this CRS as well. +This file can be imported to GRASS GIS using: + +
v.in.ascii input=points.txt output=test_ascii separator=comma x=1 y=2
+
+ +Notice, we have to specify the column number where the X and Y (optionally Z) +coordinates are stored. In this example, X coordinates are in the first column +Y in the second one. Don't forget to specify correct column delimiter. +

+If the data are not in the CRS we are using, create a new project +with matching CRS, +import the data and use v.proj as described above. + + +

Importing lidar point clouds

+ +Lidar point clouds can be imported in two ways: as raster maps using binning +or as vector points. However, one must explore the dataset first. + +

+In command line, we can check the projection information and other metadata +about a LAS file using lasinfo tool: + +

lasinfo tile_0793_016_spm.las
+
+

+r.in.lidar module can be used to scan the spatial extent +of the dataset: + +

r.in.lidar input=tile_0793_016_spm.las -s
+
+ + +

Binning

+ +Before creating the actual raster with elevation, we need to decide the extent +and the resolution we will use for the binning. We can use +r.in.lidar module for that by setting the resolution +directly and using a -e flag to use dataset extent instead of taking it from +the computational region. +We are interested in the density of points, so we use method=n: + +
r.in.lidar input=tile_0793_016_spm.las output=tile_0793_016_n method=n -e resolution=2
+
+ +After determining the optimal resolution for binning and the desired area, +we can use g.region to set the computational region. +r.in.lidar without the additional parameters above +will create a raster map from points using binning with resolution and extent +taken from the computational region: + +
r.in.lidar input=tile_0793_016_spm.las output=tile_0793_016
+
+ + +

Interpolation

+ +When the result of binning contains a lot of NULL cells or when it is not +smooth enough for further analysis, we can import the point cloud as vector +points and interpolate a raster. + +

+Supposing that we already determined the desired extent and resolution +(using r.in.lidar as described above) we can use +v.in.lidar lidar for import (and using class filter +to get only ground points): + +

v.in.lidar input=tile_0793_016_spm.las output=tile_0793_016 class=2 -r -t -b
+
+ +This import only the points of class 2 (ground) +in the current computational region +without the attribute table and building the topology. +Then we follow with interpolation using, +e.g. v.surf.rst module: + +
v.surf.rst input=tile_0793_016 elevation=tile_0793_016_elevation slope=tile_0793_016_slope aspect=tile_0793_016_aspect npmin=100 tension=20 smooth=1
+
+ + +

Importing data in different CRS

+ +In case the CRS of the file doesn't match the CRS +used in the GRASS project, reprojection can be done before importing +using las2las tool from libLAS. + +

+The following example command is for reprojecting tiles +in NAD83/North Carolina in feet (EPSG:2264) +into NAD83/North Carolina in meters (EPSG:3358): +

las2las --a_srs=EPSG:2264 --t_srs=EPSG:3358 -i input_spf.las -o output_spm.las
+
+ +

Importing data in LAS version 1.4 or newer

+ +The LAS version 1.4 is not backwards compatible for readers expecting +LAS 1.2. Unfortunately, libLAS supports only 1.2 and not 1.4. +Fortunately, PDAL can convert to the version 1.2 using the translate +tool: + +
pdal translate --input=input_v14.las --writers.las.minor_version=2 --output=output_v12.las
+
+ +

Importing data with broken projection information

+ +Modules r.in.lidar and v.in.lidar +check whether the CRS of the imported data matches the project's CRS. +Sometimes the CRS of imported data is not specified correctly +or is missing and therefore import fails. +If you know that the actual CRS matches the project's CRS, +it is appropriate to use r.in.lidar's +or v.in.lidar's -o flag to overwrite the projection +check and import the data as they are. + +
r.in.lidar input=tile_0793_016_spm.las -s -o
+
+ + +

Transferring GRASS GIS data between two computers

+ +If two GRASS GIS users want to exchange data, they can use GRASS GIS native +exchange format – packed map. A vector or raster map can be +exported from a GRASS project in this format using +v.pack or r.pack respectively. +This format preserves everything for a map in a way as it is stored in +a GRASS Database. Projection of the source and target GRASS projects +must be the same. + +

+If GRASS GIS users wish to exchange GRASS Mapsets, they can do so as long as +the source and target GRASS projects have the same projection. +The PERMANENT Mapset should not be usually exchanged as it is a crucial part +of the given project. +Projects can be easily transferred in between GRASS Database directories +on different computers as they carry all data and projection information +within them and the storage format used in the background is platform independent. +Projects as well as whole GRASS Databases can be copied and moved +in the same way as any other directories on the computer. + + +

Further resources

+ + + +
+ + + +
+
+ + + diff --git a/grass/index.html b/grass/index.html new file mode 100644 index 00000000..79dbdef8 --- /dev/null +++ b/grass/index.html @@ -0,0 +1,109 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

List of GRASS GIS assignments

+ + + +

+If you are a non-NCSU visitor, you may find these additional pages useful: +

+ +
+ + + +
+
+ + + diff --git a/grass/interpolation_1.html b/grass/interpolation_1.html new file mode 100644 index 00000000..78614d5e --- /dev/null +++ b/grass/interpolation_1.html @@ -0,0 +1,336 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Spatial interpolation and approximation I: methods

+

Resources: +

+ +

Start GRASS GIS

+Create a new mapset (called e.g. HW_interpolation_1) in nc_spm_08_grass7 project and +change working directory:
+Settings > GRASS working environment > Change working directory > select/create any directory
+or type cd (stands for change directory) into the GUI +Console and hit Enter: +
cd
+
+ + +

Compute Voronoi polygons

+Display the polygons with centroids.
+Find the column name where z is stored and convert the polygons to raster.
+Compute aspect to evaluate the surface geometry. + +
g.region rural_1m -p
+d.erase
+v.voronoi elev_lid792_randpts output=elev_vor
+d.vect elev_vor size=1 -c type=area,centroid
+v.info -c elev_vor
+v.to.rast elev_vor output=elev_vor_1m attrcolumn=value use=attr
+r.colors elev_vor_1m color=elevation
+r.slope.aspect elevation=elev_vor_1m aspect=asp_vor_1m
+
+ +

+Display the resulting elevation map and aspect map. +

d.erase
+d.rast elev_vor_1m
+d.rast asp_vor_1m
+d.vect elev_lid792_randpts size=1 color=red
+d.out.file elev_voronoi
+
+

+Optionally, you can view it in 3D perspective +(switch off all layers except for elev_vor_1m and switch to 3D view). + +

Interpolation using IDW

+Set region and resolution, find a column name where z is stored.
+Interpolate DEM using IDW, check the result using aspect. + +
g.region rural_1m -p
+v.info -c elev_lid792_randpts
+v.surf.idw elev_lid792_randpts output=elev_idw_1m column=value
+r.colors elev_idw_1m color=elevation
+r.slope.aspect elevation=elev_idw_1m aspect=asp_idw_1m
+d.erase
+d.rast elev_idw_1m
+d.rast asp_idw_1m
+d.vect elev_lid792_randpts size=2 color=red
+d.out.file elev_idw
+
+ +

+Design experiment that elucidates the impact of IDW parameters on the surface, +focus on the impact of: +

    +
  • exponent e.g., power=0.5, 1, 5 (2 is the default)
    • +
  • number of neighboring points e.g., npoint=1, 5, 20, 60 (12 is the default)
    • +
+Include selected images (e.g. hillshade or aspect) +and relevant stats (e.g., mean, min, max from r.univar, histogram) +that highlight the differences in the resulting surfaces into your report. +

+Check the surface interpolated with default parameters using 3D view.
+Do not forget to switch off everything except for the interpolated elevations and +set fine resolution to 1.
+You can use constant color for the surface to highlight its structure.
+Save an image for your report. + +

Compute DEM from contours

+Compute DEM from contours using linear interpolation between isolines: +
g.region rural_1m -p
+v.to.rast elev_lid792_cont1m output=el_lid792_cont1m attrcolumn=level use=attr
+r.surf.contour el_lid792_cont1m output=el_rcont
+r.colors el_rcont color=elevation
+
+ +

+Check the result using a 2D aspect map or view el_rcont in 3D.
+In 3D set view from SE and light from NW to reveal subtle geometry. + +

r.slope.aspect elevation=el_rcont aspect=asp_rcont
+d.rast el_rcont
+d.rast asp_rcont
+d.vect elev_lid792_cont1m col=white
+d.out.file asp_rcont
+
+ + +

Optional: create TIN model

+Convert z-value stored as attribute "value" to z-coordinate.
+Compute TIN:
+ +
v.to.3d elev_lid792_randpts output=elev_lid792_randpts3d column=value
+v.delaunay elev_lid792_randpts3d output=elev_rand_tin
+r.mapcalc "level90 = 90"
+
+ +Visualize the TIN as 3D vector data:
+Keep only "level90" and "elev_rand_tin" switched on +(remove or uncheck everything else).
+Switch the view from 2D to 3D. +Go to Data > Vector and unckeck Show vector points. +In Vector lines, change color from black to gray +and set Display from on surface to as 3D. + + + + +

Optional: Use Python to create the data for IDW comparison

+ +A part of the first interpolation assignment (4A) for GRASS GIS +is computing IDW with different parameters. +The task is to compare the different results in any way you think +is appropriate and comment on the results. +To comment on the results, you need to create them. +You can simply execute the module with different parameters +and then compute all the subsequent analyses which will help you determine +what are the properties of the surfaces generated by IDW with different settings. +However, you can also use Python to compute this data +if you know Python at least a little bit. + +

+The simplest way to execute the Python code +which uses GRASS GIS packages is to use Simple Python editor integrated +in GRASS GIS accessible from the toolbar or the Python tab in the Layer Manager. +Another option is to write the Python code in your favorite plain text editor +like Notepad++ (note that Python editors are plain text editors). +Then run the script in GRASS GIS using the main menu File -> Launch script. + +

+The way to call GRASS modules in Python is very similar to what we use +in the assignments and it is described in the documentation. +The page also contains several examples +how to write simple and more advanced scripts. +Here are some examples relevant to the assignment. + +

+Interpolation using different number of points (modify the list +of numbers of points): + +

import grass.script as gs
+
+for npoints in [1, 20]:
+    name = 'elev_idw_1m_npoints_{}'.format(npoints)
+    stats = gs.parse_command('v.surf.idw', input='elev_lid792_randpts',
+                             output=name, column='value', npoints=npoints)
+
+ +Computing statistics but showing only some for different number of points +(you can combine the code with the code above): + +
import grass.script as gs
+
+for npoints in [1, 20]:
+    name = 'elev_idw_1m_npoints_{}'.format(npoints)
+    print("\n\n")
+    print(name)
+    print(len(name) * "=")
+    stats = gs.parse_command('r.univar', map=name, flags='eg')
+
+    print(stats['min'], stats['max'])
+
+ +Now write your own code to compute IDW interpolation for different values +of power parameter (e.g., 0.5, 1, 2, 5) by modifying the previous code. +Once you have the elev_idw_1m_power_05, .... computed you can +set the color table and compute shaded relief for your outputs: + +
import grass.script as gs
+
+for power in [0.5, 1, 2, 5]:
+    gs.run_command('r.colors',
+        map='elev_idw_1m_power_{}'.format(power),
+        color='elevation')
+    gs.run_command('r.relief',
+        input='elev_idw_1m_power_{}'.format(power),
+        output='elev_idw_1m_power_{}_relief'.format(power))
+    gs.run_command('r.shade',
+        color='elev_idw_1m_power_{}'.format(power),
+        shade='elev_idw_1m_power_{}_relief'.format(power),
+        output='elev_idw_1m_power_{}_shaded'.format(power))
+
+ +Creating a PNG image with histogram for changing power: + +
import grass.script as gs
+
+for power in [0.5, 1, 2, 5]:
+    gs.run_command('d.mon', start='cairo',
+        output='elev_idw_1m_power_{}_histogram.png'.format(power))
+    gs.run_command('d.histogram',
+        map='elev_idw_1m_power_{}'.format(power))
+    gs.run_command('d.mon', stop='cairo')
+
+ +Here are two commands often used when using the scripts. +First is setting the computational. We can do that in a script, +but it better and more general to do it before executing the script: + +
g.region region=rural_1m
+
+ +When we want to run the script again, we first need to remove the created +raster maps: + +
g.remove type=raster pattern="elev_idw_1m_npoints_*"
+
+ +In case you don't know anything about Python scripting +but you still want to try something this might be a good start together +with some (free) courses at +Codecademy. +To learn more about using Python in GRASS GIS, see the introduction to the +grass.script +package. + +
+ + + +
+
+ + + diff --git a/grass/interpolation_2.html b/grass/interpolation_2.html new file mode 100644 index 00000000..5d0e5f36 --- /dev/null +++ b/grass/interpolation_2.html @@ -0,0 +1,291 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Spatial interpolation and approximation II: splines

+

Resources: +

+ +

+Text files with color rules: +

+ + +

Start GRASS GIS

+Create a new mapset (called e.g. HW_interpolation_2) in nc_spm_08_grass7 project and +change working directory:
+Settings > GRASS working environment > Change working directory > select/create any directory
+or type cd (stands for change directory) into the GUI +Console and hit Enter: +
cd
+
+Download all text files with color rules (see above) +to the selected directory. Now you can use the commands from the assignment requiring the text file +without the need to specify the full path to the file. + + +

Interpolate elevation raster from points using splines with different tension

+Compute aspect simultaneously with interpolation and +evaluate impact of tension by using tension=40 (default), tension=10 and tension=160. + +
g.region rural_1m res=1 -p
+v.surf.rst input=elev_lid792_randpts elevation=elev_rstdef_1m zcolumn=value aspect=asp_rstdef_1m segmax=30 npmin=140
+v.surf.rst input=elev_lid792_randpts elevation=elev_rstt10_1m aspect=asp_rstt10_1m zcolumn=value tension=10 segmax=30 npmin=140
+v.surf.rst input=elev_lid792_randpts elevation=elev_rstt160_1m aspect=asp_rstt160_1m zcolumn=value tension=160 segmax=30 npmin=140
+
+ +

+Compare the interpolated elevation surfaces using aspect maps.
+Change the aspect color table to grey aspect.
+Save images for your report. + +

r.colors asp_rstdef_1m color=aspect
+r.colors asp_rstt10_1m color=aspect
+r.colors asp_rstt160_1m color=aspect
+d.erase
+d.rast elev_rstdef_1m
+d.rast asp_rstdef_1m
+d.out.file asp_rst_t40
+d.rast asp_rstt10_1m
+d.out.file asp_rst_t10
+d.rast asp_rstt160_1m
+d.out.file asp_rst_t160
+d.vect elev_lid792_randpts size=1 color=red
+
+ +

+Or use 3D views of elev_rstdef_1m, elev_rstt10_1m, elev_rstt160_1m, +make sure you switch off the aspect rasters and save the 3 images for your report. + +

Compute elevation raster and deviations vector point map with different values of smoothing

+Compare summary statistics for deviations for smoothing 0.1 and 10, including root mean square deviation (rmsdevi) + provided by r.info of the resulting elevations maps
+ +
v.surf.rst input=elev_lid792_randpts elevation=elev_rstdef_1mb zcolumn=value smooth=0.1 deviations=elev_rstdef_devi segmax=30 npmin=140
+v.surf.rst input=elev_lid792_randpts elevation=elev_rstsm10_1mb zcolumn=value smooth=10 deviations=elev_rstsm10_devi segmax=30 npmin=140
+r.info elev_rstdef_1mb
+v.info -c elev_rstdef_devi
+v.univar elev_rstdef_devi column=flt1 type=point
+r.info elev_rstsm10_1mb
+v.info -c elev_rstsm10_devi
+v.univar elev_rstsm10_devi column=flt1 type=point
+
+ +

+Compute and display deviations maps using the same divergent custom color table. +Note that we are interpolating the deviations, not the given elevations. + +

v.surf.rst input=elev_rstdef_devi elevation=elev_rstdef_devi zcolumn=flt1 segmax=30 npmin=140
+v.surf.rst input=elev_rstsm10_devi elevation=elev_rstsm10_devi zcolumn=flt1 segmax=30 npmin=140
+
+ +

+Apply the downloaded custom color table deviations_color.txt +to the deviation raster. Right click to remove legend from previous map if needed.
+Optionally, to view the results in 3D use "elev_rstdef_1mb" for elevation (switch off everything else) +and drape the deviations maps as color. + +

r.colors elev_rstsm10_devi rules=deviations_color.txt
+r.colors elev_rstdef_devi rules=deviations_color.txt
+d.erase
+d.rast elev_rstdef_devi
+d.legend elev_rstdef_devi at=2,50,2,6
+d.out.file elev_rstdef_devi
+d.rast elev_rstsm10_devi
+d.legend elev_rstsm10_devi at=2,50,2,6
+d.out.file elev_rstsm10_devi
+
+ + + + + + + +

Interpolate precipitation with influence of topography

+ +Set the 3D region (read the man page for g.region).
+We set tbres to high value - we have just a single level +because we are not computing the 3D raster (see lecture for more details). + +
g.region raster=elev_state_500m -p
+g.region t=2000 b=0 tbres=2000 res3=500 -p3
+
+ +

+Compute precipitation raster map without influence of elevation +(with segmax=700 segmentation is not performed so +interpolation function is computed using all points at once).
+We will use mask during the interpolation. + +

r.mask raster=ncmask_500m
+v.info -c precip_30ynormals
+v.surf.rst input=precip_30ynormals elevation=precip_annual_500m zcolumn=annual segmax=700
+
+ +

+Use the downloaded the color table precip_color.txt.
+Zoom to computational region when displaying the result. + +

r.colors precip_annual_500m rules=precip_color.txt
+d.erase
+d.rast precip_annual_500m
+d.legend precip_annual_500m at=2,30,2,5 range=970,2400
+d.out.file precip_annual
+
+ +

+Compute precipitation raster map with elevation. +

+We use trivariate spline interpolation and compute the result as a crossection +between the trivariate precipitation function and bivariate elevation function. +We rescale elevation by 90 to incorporate strong influence of topography and use +the 2D cross_output raster for the resulting precipitation map.
+
+ +

v.info -c precip_30ynormals_3d
+v.vol.rst input=precip_30ynormals_3d cross_input=elev_state_500m cross_output=precip_anntopo_500m maskmap=elev_state_500m wcolumn=annual zscale=90 segmax=700
+r.colors precip_anntopo_500m raster=precip_annual_500m
+d.rast precip_anntopo_500m
+d.out.file precip_anntopo
+
+

+Optionally, to view the results in 3D, +switch off everything except for elev_state_500m and precip_30ynormals_3d,
+switch to 3D, set(type in) viewer height at 300000, z-exag at 6, fine res=1,
+use precip_anntopo_500m for color, set icon size for points - sphere, 5000.
+Display the result and save the image for the report. + +

+Try to explain how was elevation used for the precipitation raster interpolation. +

+After you are finished, remove mask. + +

r.mask -r
+
+ + + + +
+ + + +
+
+ + + diff --git a/grass/map_algebra.html b/grass/map_algebra.html new file mode 100644 index 00000000..9a41d369 --- /dev/null +++ b/grass/map_algebra.html @@ -0,0 +1,539 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Geospatial Analysis I: global, zonal and focal operations, map algebra

+

Resources: +

+ + +

+To run r.mapcalc expressions, you can either +run the entire command in the GUI Console, or in case of any +problems, type or copy the expression (without the r.mapcalc) in the GRASS GIS Raster Map Calculator +which can be launched from Layer Manager toolbar. + +

+Text files with color rules: +

+ +

Start GRASS GIS

+Create a new mapset (called e.g. HW_map_algebra) in nc_spm_08_grass7 project and +change working directory:
+Settings > GRASS working environment > Change working directory > select/create any directory
+or type cd (stands for change directory) into the GUI +Console and hit Enter: +
cd
+
+ +

+Download text file with color rules (see above) +to the selected directory. Now you can use the commands from the assignment requiring the text file +without the need to specify the full path to the file. + +

Compute summaries

+ +Compute areas for each category at two different resolutions. +

+Are the area results computed at different resolutions equal? +Copy and paste the report from the output window or +save the report in a text file: Output window > Save. +Use fixed width font (e.g., Courier, Andale Mono in your report to preserve formatting). + +

g.region raster=landuse96_28m res=12 -ap
+r.report landuse96_28m unit=c,h,p
+g.region raster=landuse96_28m res=30 -ap
+r.report landuse96_28m unit=c,h,p
+
+ +

+Compute areas for each category of land use for each zipcode. +Compare in your report land use distribution in 27601 Raleigh with 27511 Cary. +Include only the relevant part of the table in your report. + +

r.report zipcodes,landuse96_28m unit=h,p
+
+ +

+Compute zonal statistics maps representing +average slope for each basini often needed for hydrologic modeling.
+Add legends using Add map elements in Map Display toolbar. +Reminder: d.out.file means Save to graphics file for your report. + +

g.region raster=slope -p
+r.stats.zonal base=basin_50K cover=slope method=average output=slope_avgbasin
+r.colors slope_avgbasin color=gyr
+d.rast slope_avgbasin
+d.legend slope_avgbasin at=90,50,5,8
+d.vect streams color=15:25:110
+d.vect streets_wake color=grey
+d.out.file slope_avgbasin
+
+ +

+Compute zonal statistics maps representing most common land use for each basin.
+To get the best result, make sure you use all the flags from the example below. + +

g.region raster=landuse96_28m -p
+r.mode base=basin_50K cover=landuse96_28m output=landuse96_modebasin
+d.rast landuse96_modebasin
+d.vect streams
+d.legend landuse96_modebasin at=40,20,2,5 -n -f -c
+d.out.file landuse96_modebasin
+
+ +What is the most common land use in the two basins with the steepest average slope? + +

Apply neighborhood operators and map algebra

+ +

Map land use diversity

+Use neighborhood operator to compute land use diversity map and create a map of locations +with the most homogeneous (single category) landuse where a land use diversification could be beneficial +(e.g. by planting trees).
+ +

+First, remove all previously added map layers from the Layer Manager, then compute +and display the land use diversity map. +Adjust the legend size and placement as needed using right click and mouse. + +

d.erase
+g.region raster=landuse96_28m -p
+r.neighbors landuse96_28m output=lu_divers method=diversity size=7
+d.rast lu_divers
+d.legend lu_divers at=90,70,5,8 -v
+d.vect streets_wake co=white
+r.report lu_divers unit=p
+d.out.file lu_diversity_map
+
+ +

+Use map algebra to extract the single category areas +and find out the area totals for each category using the report tool. + +

r.mapcalc "landuse_1cat = if(lu_divers == 1, landuse96_28m, null())"
+r.colors landuse_1cat raster=landuse96_28m
+r.category landuse_1cat raster=landuse96_28m
+r.report landuse_1cat unit=h,p -n
+d.rast landuse_1cat
+d.legend -c landuse_1cat
+d.out.file lu_signle_map
+
+ +Which land use covers the largest area with a single landuse category within 7x7 +moving windows (most homogeneous areas)?
+ +

Smoothing elevation raster and analyzing differences between DEMs

+

+Use neighborhood operator to smooth the SRTM elevation map "elev_srtm_30m" and +compare the summary statistics for the original and smoothed SRTM DEM. +First, display the lidar-based "elev_ned_30m" map, assign the same colors to the "elev_srtm_30m" +and compare their values using legends. Then use neighborhood operator +applied to 5x5 window to smooth the "elev_srtm_30m" and compare the results +using the r.univar tool. +How does the size of the neighborhood influence the resulting DEM? +(You can test different sizes yourself.) + +

d.erase
+g.region raster=elev_srtm_30m -p
+d.rast elev_ned_30m
+d.legend elev_ned_30m
+r.colors elev_srtm_30m raster=elevation
+d.rast elev_srtm_30m
+d.legend elev_srtm_30m
+d.out.file srtm_dem_original
+r.neighbors elev_srtm_30m output=elev_srtm30m_sm5 method=average size=5
+d.rast elev_srtm30m_sm5
+d.out.file srtm_dem_smoothed
+r.univar elev_ned_30m
+r.univar elev_srtm_30m
+r.univar elev_srtm30m_sm5
+
+ +Further explore the difference between the SRTM DEM "elev_srtm_30m" and lidar-based NED DEM "elev_ned_30m". +First, compute the map of elevation differences using map algebra and find the range of differences: + +
r.mapcalc "srtm_ned30_dif = elev_srtm_30m - elev_ned_30m"
+r.info -r srtm_ned30_dif
+
+ +

+Assign a divergent color table + to distinguish the negative and positive values, +srtmneddiff_color.txt.
+GUI: Right click on layer > Properties > Set color table > Colors > Path to rules file. + +

r.colors srtm_ned30_dif rules=srtmneddiff_color.txt
+
+ +

+Zoom to computational region and switch off previous map layers. Display the difference map layer: + +

d.erase
+d.rast srtm_ned30_dif
+d.legend -d srtm_ned30_dif at=90,40,5,7
+d.out.file srtm_ned30_dif
+
+ +

+Are the elevations in "elev_srtm_30m" higher in most areas or lower than in "elev_ned_30m"? +Which result will you use to answer the above question - +the "srtm_ned30_dif" map or the numbers provided by r.univar? +Are there any values in the elev_srtm_30m map that are not realistic? Where are they located? + +

Patch multiple raster layers into a single raster

+ +Patch raster tiles for lidar based, 6m res. DEM for Centennial Campus. + + + +
d.erase
+g.region raster=el_D793_6m,el_D783_6m,el_D782_6m,el_D792_6m -p
+r.patch input=el_D793_6m,el_D783_6m,el_D782_6m,el_D792_6m output=elevlidD_6m
+r.colors elevlidD_6m raster=elevation
+d.rast elevlidD_6m
+d.out.file patched_dem
+
+ + + +

More Map Algebra

+See r.mapcalc manual page for syntax and functions. +You can run r.mapcalc from console using command line or GUI (Raster map calculator). + + + +

NDVI

+Compute Normalized Difference Vegetation Index (NDVI).
+Explain the difference between floating point and integer +handling in ndvi1, ndvi2 and ndvi3 result. +Make sure to zoom into computational area after changing the region. + +
d.erase
+g.region raster=lsat7_2002_40 -p
+r.mapcalc "ndvi1 = (lsat7_2002_40 - lsat7_2002_30) / (lsat7_2002_40 + lsat7_2002_30)"
+r.mapcalc "ndvi2 = 1.0 * (lsat7_2002_40 - lsat7_2002_30) / (lsat7_2002_40 + lsat7_2002_30)"
+r.mapcalc "ndvi3 = float(lsat7_2002_40 - lsat7_2002_30) / float(lsat7_2002_40 + lsat7_2002_30)"
+r.info -r ndvi1
+r.info -r ndvi2
+r.info -r ndvi3
+r.colors ndvi3 color=ndvi
+d.rast ndvi3
+d.legend ndvi3
+d.out.file ndvi3
+
+ +Note that this is a simplified, map algebra example, for computing various vegetation indices +in GRASS GIS, we would use the i.vi tool +after performing atmospheric corrections. + + + +

Working with if statements

+Create map of urban areas (high density and low density class) +with 0 class elsewhere. + +
g.region raster=landuse96_28m -p
+r.mapcalc "urban1_30m = if(landuse96_28m == 1,1,0) + if(landuse96_28m == 2,2,0)"
+d.rast urban1_30m
+d.legend urban1_30m at=10,30,5,8
+d.out.file urban12_nonurbanzero
+
+ +

+Alternatively with logical 'or' operator and null elsewhere: + +

r.mapcalc "urban2_30m = if(landuse96_28m == 1 || landuse96_28m == 2,landuse96_28m,null())"
+d.rast urban2_30m
+d.legend urban2_30m at=10,30,5,8
+d.out.file urban12_nonurbannull
+
+ +What is the difference between the two urban raster maps? + + +

Optional - various additional useful tasks

+ +

Handling null values

+ + + +

+ +Create mask for low lying developed areas (e.g. vulnerable to flooding) +with elevation between 60 and 100m and land use 1 or 2.
+Set the region, display the input maps and create a MASK.
+Before you start new computations, remove or switch off previous map layers +in the Layer Manger. +You may also zoom to computational region in Map Display +once you set a new one. + +

g.region raster=elevation -p
+d.erase
+d.rast elevation
+d.rast landuse96_28m
+r.mapcalc "low_elev_developed = if((elevation < 100 && elevation > 60) && (landuse96_28m == 1 || landuse96_28m == 2),1,null())"
+r.mask raster=low_elev_developed
+
+Command r.mask creates a raster map "MASK" in your mapset. + +

+Remove "low_elev_developed" layer if it was added. +

Display watersheds to see the mask effect: + +

d.rast basin_50K
+d.out.file basin_masked
+
+ +

+Disable mask, and display basin_50K again +to show that the mask was removed. + +

r.mask -r
+d.rast basin_50K
+
+ +

Using coordinates of moving window in map algebra

+ +Replace section of SRTM DSM with NED DEM elevation.
+Try to explain how this r.mapcalc expression works. + +
r.mapcalc "elev_combined = if(y() < 224274. && x() > 637455., elevation, elev_srtm_30m)"
+
+ +

Tilted plane

+Create a raster map representing tilted plane (e.g., geologic fault): + +
g.region rural_1m -p
+r.mapcalc "tiltplane = 0.2*(0.1*row()+col())+50"
+r.mapcalc "tiltpl_under = if(tiltplane < elev_lid792_1m + 2,tiltplane,null())"
+
+ +

+View the elevation surface and subsurface plane in 3D. +Switch off all layers in the layer manager except for elev_lid792_1m and tiltpl_under. +Change display to 3D view, adjust viewing position to a view from South. +Save an image for your report. + + +

Map subsets

+Use map algebra to create map subsets.
+Change region to the airphoto tile 792 and resolution 10m. +Since we will work in different area, it is a good idea to remove +all previously used map layers from Layers in +the Layer Manager. + +
g.region raster=ortho_2001_t792_1m res=10 -ap
+d.erase
+d.rast ortho_2001_t792_1m
+
+ +

+Create a subset of the map elevation for this subregion. + +

r.mapcalc "elevation_792_10m = elevation"
+d.rast elevation_792_10m
+
+ +

+Zoom out to see that it is a subset. + +

Work with NULL and MASK

+ +Set the mask and check its effect. + +
d.rast elevation
+d.vect streets_wake
+r.mask raster=urban maskcats=55
+d.rast elevation
+
+ +

+Remove mask: + +

r.mask -r
+
+ +

Zonal statistics

+ +First, set the computational region: + +
g.region raster=urban2_30m
+
+ +Then, compute % area for each category in each zipcode. + + +
r.stats -pl zipcodes,urban2_30m
+
+ + +

Working with relative coordinates

+Enter the expression on a single line without \
+Again, it is a good idea to remove the previously used map layers +before we start to work on a new task. + +
g.region raster=elev_srtm_30m -p
+d.erase
+r.mapcalc "elev_srtm30m_smooth = (elev_srtm_30m[-1,-1]   \
+           + elev_srtm_30m[-1,0] + elev_srtm_30m[-1,1] \
+           + elev_srtm_30m[0,-1] + elev_srtm_30m[0,0]  \
+           + elev_srtm_30m[0,1]  + elev_srtm_30m[1,-1] \
+           + elev_srtm_30m[1,0]  + elev_srtm_30m[1,1])/9."
+
+ +

+Assign the resulting map the same color table as the original. +Compare global statistics + +

r.colors elev_srtm30m_smooth raster=elev_srtm_30m
+r.univar elev_srtm_30m
+r.univar elev_srtm30m_smooth
+d.rast elev_srtm_30m
+d.rast elev_srtm30m_smooth
+
+ +
+ + + +
+
+ + + diff --git a/grass/simwe.html b/grass/simwe.html new file mode 100644 index 00000000..ba17099c --- /dev/null +++ b/grass/simwe.html @@ -0,0 +1,300 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Surface water flow and erosion simulation

+ +Here we compute surface runoff, and sediment transport using existing +path sampling model. + +

+Resources: +

+ + +

+For animating in GRASS GIS 7, see the +video instructions or +instructions for the + + Spatio-temporal data handling and visualization in GRASS GIS workshop + + + +

Start GRASS GIS

+Create a new mapset (called e.g. HW_interpolation_2) in nc_spm_08_grass7 project and +change working directory:
+Settings > GRASS working environment > Change working directory > select/create any directory
+or type cd (stands for change directory) into the GUI +Console and hit Enter: +
cd
+
+ +

+Download all text files with color rules (see above) +to the selected directory. Now you can use the commands from the assignment requiring the text file +without the need to specify the full path to the file. + +

Overland flow depth and discharge

+ +

+ + +

g.region rural_1m res=2 -p
+
+ +

+Calculate partial derivatives to define the gradient of elevation surface: + +

v.surf.rst -d input=elev_lid792_bepts elevation=elev_lid792_2m slope=dx_2m aspect=dy_2m tension=15 smooth=1.5 npmin=150
+
+Note that partial derivatives can be also computed using r.slope.aspect. + +

+Compute spatial pattern of overland flow depth and discharge +by running the SIMWE model implemented in +the r.sim.water module. +We will use uniform rainfall excess, infiltration and land cover. +

r.sim.water -t elevation=elev_lid792_2m dx=dx_2m dy=dy_2m rain_value=50 infil_value=0 man_value=0.05 depth=wdp_2m discharge=disch_2m nwalkers=100000 niterations=30 output_step=2
+
+ +Display the results, add legend for individual raster and whatever you think is appropriate. + +
d.rast wdp_2m.30
+d.rast disch_2m.30
+
+ +

+Optionally, animate the time series: +File > Animation tool + + +

Peak runoff with predefined flow direction

+ +Compute peak runoff with predefined flow direction +along the stream inluding culvert under the road. + +

+First, compute direction (aspect) of the given streams: + +

v.to.rast streams output=streams_dir_2m use=dir
+
+ +

+Compute stream dx and dy using direction and slope equal to 2 degrees: + +

r.mapcalc "dxstr_2m = tan(2.)*cos(streams_dir_2m)"
+r.mapcalc "dystr_2m = tan(2.)*sin(streams_dir_2m)"
+
+ +

+Compute combined DEM and stream dx and dy: + +

r.mapcalc "dxdemstr_2m = if(isnull(dxstr_2m), dx_2m, dxstr_2m)"
+r.mapcalc "dydemstr_2m = if(isnull(dystr_2m), dy_2m, dystr_2m)"
+
+ +

+Run the model: + +

r.sim.water -t elevation=elev_lid792_2m dx=dxdemstr_2m dy=dydemstr_2m rain_value=50 infil_value=0 man_value=0.05 depth=wdpstr_2m discharge=dischstr_2m nwalkers=100000 niterations=30 output_step=2
+d.rast dischstr_2m.30
+
+ +

+Use Animation tool to animate the discharge. + + +

Runoff for spatially variable landcover and rainfall excess

+ +Compute runoff for spatially variable landcover +represented by spatially variable Mannings and rainfall excess. + +

+We will use variable Mannings coefficient defined by reclassifying +land cover class. Here is the content of a file called +land_to_mannings.txt with reclassification rules for +the r.recode module. + +

+1:1:0.9:0.9
+2:2:0.5:0.5
+3:3:0.01:0.01
+4:4:0.03:0.03
+5:5:0.01:0.01
+6:6:0.05:0.05
+7:7:0.1:0.1
+8:8:0.1:0.1
+9:9:0.9:0.9
+10:10:0.03:0.03
+11:11:0.5:0.5
+
+ +
r.recode input=landcover_1m output=mancover_2m rules=land_to_mannings.txt
+
+ +Similarly, we will create raster with spatially variable rainfall excess +rates based on the land cover classes. We use file named +land_to_rain.txt to specify the rates for individual classes. + +
+1:1:50:50
+2:2:5:5
+3:3:40:40
+4:4:35:35
+5:5:50:50
+6:6:40:40
+7:7:25:25
+8:8:15:15
+9:9:50.:50.
+10:10:40:40
+11:11:10:10
+
+ +Again, we use the file as rules for the r.recode module. + +
r.recode input=landcover_1m output=raincover_2m rules=land_to_rain.txt
+
+ +

+Run the model: + +

r.sim.water -t elevation=elev_lid792_2m dx=dxdemstr_2m dy=dydemstr_2m rain=raincover_2m infil_value=0 man=mancover_2m depth=wdpstrcov_2m discharge=distrcov_2m nwalkers=100000 niterations=30 output_step=2
+
+ +Display the static results. + +
d.rast wdpstrcov_2m.30
+d.legend wdpstrcov_2m.30
+d.rast distrcov_2m.30
+d.legend distrcov_2m.30
+
+ +

+Animate the time series using the Animation tool. + + +

Sediment flow rate, erosion and deposition

+ +Compute sediment flow rate and net erosion/deposition using sediment +transport part of the SIMWE model implemented in the +the r.sim.sediment module. +To make the computations faster, set region just to the upper part of +the watershed: + +
g.region s=s+290
+
+ +

+Compute input transport capacity and detachment coefficient maps: + +

r.mapcalc "tranin = 0.001"
+r.mapcalc "detin = 0.001"
+
+ +

+Compute input critical shear stress: + +

r.mapcalc "tauin = 0.01"
+
+ +

+Run the model using the last depth from previous run: + +

g.copy rast=wdp_2m.30,wdp_2m
+r.sim.sediment elevation=elev_lid792_2m dx=dx_2m dy=dy_2m water_depth=wdp_2m detachment_coeff=detin transport_coeff=tranin shear_stress=tauin man_value=0.05 nwalkers=1000000 niterations=30 transport_capacity=tcapacity tlimit_erosion_deposition=erdepmax sediment_flux=sedflow erosion_deposition=erdepsimwe
+
+ +

+Display these results after few seconds: + +

d.rast tcapacity
+d.rast erdepmax
+
+ +

+Display the final results: + +

d.rast sedflow
+d.legend sedflow
+d.rast erdepsimwe
+d.legend erdepsimwe
+
+ +
+ + + +
+
+ + + diff --git a/grass/terrain_analysis.html b/grass/terrain_analysis.html new file mode 100644 index 00000000..dcc16858 --- /dev/null +++ b/grass/terrain_analysis.html @@ -0,0 +1,427 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Geomorphometry II: Spatial and Temporal Terrain Analysis

+

+Resources: +GRASS GIS overview and manual, +GRASSbook. + +

+Download Mapset and color tables: +

    +
  • Download +NagsHead time series and copy it into your nc_spm_08_grass7 project +(it should be the same level directory as PERMANENT). +Do not let your unzipping program create additional level directory with the same name! +If you are not sure about GRASS GIS Database structure read about it in +the manual. +
  • Custom color table for time series standard deviations map stddev_color.txt
    • + +
+ +

Start GRASS GIS

+Create a new mapset (called e.g. HW_terrain_analysis) in nc_spm_08_grass7 project and +change working directory:
+Settings > GRASS working environment > Change working directory > select/create any directory
+or type cd (stands for change directory) into the GUI +Console and hit Enter: +
cd
+
+Download all text files (see above) +to the selected directory. Now you can use the commands from the assignment requiring the text file +without the need to specify the full path to the file. + + +

Compute basic topographic parameters: slope and aspect

+ + +
g.region raster=elevation -p
+r.slope.aspect elevation=elevation slope=myslope aspect=myaspect
+
+ +

+Display resulting maps with legend using GUI. + +

d.rast myslope
+d.legend myslope at=2,40,2,6
+d.out.file myslope
+d.rast myaspect
+d.legend myaspect at=2,40,2,6
+d.out.file myaspect
+
+ +

+ +Show impact of integer values in meters on slope and aspect pattern.
+Compute integer DEM and derive its slope and aspect.
+Use GUI to display the histogram: in Map Display > Analyze > Create histogram: + +

r.mapcalc "elev_int = int(elevation)"
+r.slope.aspect elevation=elev_int aspect=aspect_int_10m slope=slope_int_10m
+d.erase
+d.histogram slope_int_10m
+d.histogram myslope
+d.histogram aspect_int_10m
+d.histogram myaspect
+d.erase
+d.rast myslope
+
+ +

+Zoom into NW area of the current region (relatively flat area near large interchange).
+Can you explain the difference in slope maps derived from integer (m vertical resolution) +and floating point (mm vertical resolution) DEMs? + +

d.rast slope_int_10m
+d.out.file slope_int
+
+ +

Compute slope along road

+First set the region to the extent of the bus route #11 and to 10m resolution. +Then convert the vector line of the route to raster using the direction of the route. + +
g.region vect=busroute11 align=elevation res=10 -p
+v.to.rast input=busroute11 type=line output=busroute11_dir use=dir
+r.colors map=busroute11_dir color=aspect
+d.rast busroute11_dir
+d.legend busroute11_dir
+
+ +Compute the steepest slope of the topography along the route by assigning +the values of slope derived from a DEM in the first part of this assignment +to the grid cells along the route. + +
r.mapcalc "route_slope = if(busroute11_dir, myslope)"
+
+ +Then compute the slope in the direction of the route using the difference between aspect of the topography +and the route direction angles. + +
r.mapcalc "route_slope_dir = abs(atan(tan(myslope) * cos(myaspect - busroute11_dir)))"
+r.colors map=route_slope,route_slope_dir color=bcyr -e
+
+ +Display the results along with the elevation contours and compute univariate statistics. +Comment on the difference of the two results. + +
r.contour input=elevation output=contours step=2
+d.erase
+d.vect contours color=220:200:200
+d.rast route_slope
+d.legend route_slope
+d.out.file route_slope
+d.rast route_slope_dir
+d.out.file route_slope_dir
+
+r.univar route_slope
+r.univar route_slope_dir
+
+ +

Curvatures

+

+ + +Compute slope, aspect and curvatures simultaneously with interpolation.
+You can do the examples below for the bare earth data only (first example),
+multiple return example is optional (if you are curious how it differs from BE). + +

g.region rural_1m  -p
+v.surf.rst input=elev_lid792_bepts elevation=elev_lid_1m aspect=asp_lid_1m pcurvature=pc_lid_1m tcurvature=tc_lid_1m npmin=120 segmax=25
+v.surf.rst input=elev_lidrural_mrpts elevation=elev_lidmr_1m aspect=asp_lidmr_1m pcurvature=pc_lidmr_1m tcurvature=tc_lidmr_1m npmin=120 segmax=25 tension=300 smooth=1.
+
+ +

+Display the results as 2D images or in 3D view.
+For 3D view, switch off everything except for elevation surface that you want to view.
+Drape topographic parameters raster maps over DEMs as color. + +

d.erase
+d.rast pc_lid_1m
+d.legend pc_lid_1m 
+d.out.file profcurvature_dtm
+d.rast pc_lidmr_1m
+d.legend pc_lidmr_1m 
+d.out.file profcurvature_dsm
+
+ +

+The curvature maps reflect survey pattern rather than topographic features.
+So we lower the tension and increase the smoothing.
+You can use multiple displays to compare the results side-by-side. + +

g.region rural_1m  -p
+v.surf.rst input=elev_lid792_bepts elevation=elev_lidt15_1m aspect=asp_lidt15_1m pcurvature=pc_lidt15_1m tcurvature=tc_lidt15_1m npmin=120 segmax=25 tension=15 smooth=1.
+v.surf.rst input=elev_lidrural_mrpts elevation=elev_lidmrt15_1m aspect=asp_lidmrt15_1m pcurvature=pc_lidmrt15_1m tcurvature=tc_lidmrt15_1m npmin=120 segmax=25 tension=15 smooth=1.
+d.erase
+d.rast pc_lidt15_1m
+d.legend pc_lidt15_1m
+d.out.file profcurvature_dtm2
+d.rast pc_lidmrt15_1m
+d.legend pc_lidmrt15_1m
+d.out.file profcurvature_dsm2
+
+ +

Landforms

+ + +Extract landforms at different levels of detail by adjusting the size of moving window.
+Set rural subregion at 1m resolution, +compute landforms using 9m and 45m neighborhood: read the manual to learn more.
+Explain types of landforms and the role of the neighborhood size. + +
g.region rural_1m -p
+r.param.scale elev_lid792_1m output=feature9c_1m size=9  method=feature
+r.param.scale elev_lid792_1m output=feature45c_1m size=45 method=feature
+
+ +

+Display with legend, save images for the report.
+Optionally display the feature maps draped over elev_lid792_1m as color. + +

d.erase
+d.rast feature9c_1m
+d.legend -c feature9c_1m at=2,20,2,6 font=Arial
+d.out.file landfroms9
+d.rast feature45c_1m
+d.vect elev_lid792_cont1m color=grey
+d.out.file landfroms45
+
+
+ +

+Map basic landforms using geomorphons DSM, read the manual page and the associated paper to learn how it works +Explain the role of the search and distance parameters. + +

r.geomorphon elevation=elev_lid792_1m forms=geomorphon_s50d0 search=50 dist=0
+r.geomorphon elevation=elev_lid792_1m forms=geomorphon_s50d10 search=50 dist=10 
+d.erase
+d.rast geomorphon_s50d0
+d.vect elev_lid792_cont1m color=grey
+d.legend -c geomorphon_dsm at=2,30,2,8
+d.out.file geomorphon_s50d0
+d.rast geomorphon_s50d10
+d.out.file geomorphon_s50d10
+
+ + + +

Raster time series analysis

+ +For this exercise we will use NagsHead_series Mapset you downloaded.
+You have to first make the mapset accessible.
+In GUI: menu Settings -> GRASS working environment -> Mapset access +or by using a command: + +
g.mapsets operation=add mapset=NagsHead_series
+
+ +If you don't see the mapset, make sure you downloaded it and unzipped it correctly. + +

+Run the series analysis and explain the results:
+Which maps are core and envelope? +Which landforms have high standard deviation and what does it mean? + +

g.region raster=NH_2008_1m -p
+d.erase
+d.rast NH_2008_1m
+r.series NH_1999_1m,NH_2001_1m,NH_2004_1m,NH_2005_1m,NH_2007_1m,NH_2008_1m out=NH_9908_min method=minimum
+r.series NH_1999_1m,NH_2001_1m,NH_2004_1m,NH_2005_1m,NH_2007_1m,NH_2008_1m out=NH_9908_max method=maximum
+r.series NH_1999_1m,NH_2001_1m,NH_2004_1m,NH_2005_1m,NH_2007_1m,NH_2008_1m out=NH_9908_mintime method=min_raster
+r.series NH_1999_1m,NH_2001_1m,NH_2004_1m,NH_2005_1m,NH_2007_1m,NH_2008_1m out=NH_9908_maxtime method=max_raster
+r.series NH_1999_1m,NH_2001_1m,NH_2004_1m,NH_2005_1m,NH_2007_1m,NH_2008_1m out=NH_9908_range method=range
+r.series NH_1999_1m,NH_2001_1m,NH_2004_1m,NH_2005_1m,NH_2007_1m,NH_2008_1m out=NH_9908_avg method=average
+r.series NH_1999_1m,NH_2001_1m,NH_2004_1m,NH_2005_1m,NH_2007_1m,NH_2008_1m out=NH_9908_stddev method=stddev
+
+r.colors NH_9908_stddev rules=stddev_color.txt
+r.colors -n NH_9908_range color=inferno
+
+d.erase
+d.rast NH_9908_stddev
+d.legend NH_9908_stddev
+d.out.file series_stddev
+d.rast NH_9908_range
+d.legend NH_9908_range
+d.out.file series_range
+
+ +

+Oprional: Use cutting plane in 3D view to show the core and envelope.
+Add constant elevation plane at -1m for reference, +set zexag somewhere 3-5 (the default is too high).
+Assign surfaces constant color, use top or bottom surface for crossection color.
+When using top for color, lower the light source to make +top surface dark and highlight the crossection. +Include the output maps and the 3D view with a cutting plane in your report to illustrate +the answers to the two questions. + + + + +

Optional: Cut and fill and volume

+ + + +Compute cut and fill for 4m deep excavation to build a facility. +First, set the region and display facility on top of orthophoto. + +
g.region rural_1m -p
+d.erase
+d.rast ortho_2001_t792_1m
+d.rast facility
+
+ +Then set (raster) mask to the facility map and find minimum elevation +within the facility: + +
r.mask raster=facility
+r.univar elevation
+
+ +Minimum which you obtain should be 123.521m. +Bottom of 4m excavation will be then + +
+123.52 - 4 = 119.52
+
+ +Use raster algebra to create the excavation: + +
r.mapcalc "excavation = elevation - 119.52"
+r.univar excavation
+d.rast excavation
+
+ +Minimum you get should be 4.00057 and maximum 9.50554. +Note that the excavation is limited by the mask we set earlier, +so we can now do global operation to compute the volume +which applies just the the facility. + +
r.volume excavation
+
+ +Now remove mask. This is important so that +your future work is not affected. + +
r.mask -r
+
+ + + +
+ + + +
+
+ + + diff --git a/grass/terrain_modeling.html b/grass/terrain_modeling.html new file mode 100644 index 00000000..0844f2fb --- /dev/null +++ b/grass/terrain_modeling.html @@ -0,0 +1,348 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Geomorphometry I: Terrain Modeling

+

+Resources: +GRASS GIS overview and manual, + libLAS tools for lidar data conversions + +

+Download the Raleigh 2013 lidar data as LAS file and orthophoto: +

+ +

Software support

+ +The GRASS GIS installation on your computer may not support +r.in.lidar and v.in.lidar +modules. You can try them, e.g. using + +
r.in.lidar --help
+
+ +On Windows platform, please use the standalone version of GRASS GIS +we recommend in Course Logistics. +If the modules don't work for you, please use instead of this assignment the +ASCII file based version +of the assignment. + +

Start GRASS GIS

+Create a new mapset (called e.g. HW_terrain_modeling) in nc_spm_08_grass7 project and +change working directory:
+Settings > GRASS working environment > Change working directory > select/create any directory
+or type cd (stands for change directory) into the GUI +Console and hit Enter: +
cd
+
+Download all files (see above) +to the selected directory. Now you can use the commands from the assignment requiring the file +without the need to specify the full path to the file. + + + +

Analyze bare earth and multiple return lidar data properties by binning

+Import the points using v.in.lidar. +We can specify which class and which return (first, middle, last) we want to import.
+We can see the classification either in metadata distributed with the lidar data +or it can be displayed with lasinfo tool (in case lasinfo command is not available, skip it.): +
lasinfo tile_0793_016_spm.las
+
+Class 2 represents bare earth points.
+Now we import bare earth points and first return points separately: + +
v.in.lidar -t input=tile_0793_016_spm.las output=elev_lid793016_be class_filter=2
+v.in.lidar -t input=tile_0793_016_spm.las output=elev_lid793016_1r return_filter=first
+
+

+Note: if you have any problems with the files, review the instructions above or +use v.in.lidar GUI dialog to browse to get the path to the files. +

+Set the region from the imported point file with resolution of 1 meter. +Compute raster maps (with r.in.lidar) representing number of points per 1 m grid cell.
+Compare point densities for bare earth, first return. + +

g.region vect=elev_lid793016_1r res=1 -p
+r.in.lidar input=tile_0793_016_spm.las output=lid_be_binn1m class_filter=2 method=n
+r.in.lidar input=tile_0793_016_spm.las output=lid_1r_binn1m return_filter=first method=n
+r.colors lid_be_binn1m,lid_1r_binn1m color=bcyr -e
+d.rast lid_be_binn1m
+d.legend lid_be_binn1m at=2,50,2,9
+r.report lid_be_binn1m unit=p,c
+r.univar lid_be_binn1m
+d.out.file be_pointdensity
+d.rast lid_1r_binn1m
+d.legend -d -s lid_1r_binn1m at=2,50,8,12
+r.report lid_1r_binn1m unit=p
+r.univar lid_1r_binn1m
+d.out.file first_pointdensity
+
+ +

+Compute a raster map representing mean elevation for each 1m cell.
+It will have holes. + +

r.in.lidar input=tile_0793_016_spm.las output=lid_be_binmean1m class_filter=2 method=mean
+r.in.lidar input=tile_0793_016_spm.las output=lid_1r_binmean1m return_filter=first method=mean
+r.colors lid_be_binmean1m color=elevation
+r.colors lid_1r_binmean1m color=elevation
+r.info map=lid_1r_binmean1m
+d.erase
+d.rast lid_be_binmean1m
+d.legend lid_be_binmean1m at=2,40,2,5
+d.out.file lidbemean1m
+d.erase
+d.rast lid_1r_binmean1m
+d.legend lid_1r_binmean1m at=2,40,2,5
+d.out.file lid1rmean1m
+
+ +

+Compute a raster map representing mean elevation for each 2m cell.
+Result is almost good enough for 1st return, but there are still many holes for bare earth. + +

g.region res=2 -ap
+r.in.lidar input=tile_0793_016_spm.las output=lid_be_binmean2m class_filter=2 method=mean
+r.in.lidar input=tile_0793_016_spm.las output=lid_1r_binmean2m return_filter=first method=mean
+r.colors lid_be_binmean2m color=elevation
+r.colors lid_1r_binmean2m color=elevation
+d.erase
+d.rast lid_be_binmean2m
+d.legend lid_be_binmean2m at=2,40,2,5
+d.out.file lidbemean2m
+d.erase
+d.rast lid_1r_binmean2m
+d.legend lid_1r_binmean2m at=2,40,2,5
+d.out.file lid1rmean2m
+
+ +

+Compute range of elevation values in each grid cell: + +

r.in.lidar input=tile_0793_016_spm.las output=lid_be_binrange2m class_filter=2 method=range
+r.colors lid_be_binrange2m color=bcyr -e
+r.in.lidar input=tile_0793_016_spm.las output=lid_1r_binrange2m return_filter=first method=range
+r.colors lid_1r_binrange2m color=bcyr -e
+d.erase
+d.rast lid_be_binrange2m
+d.legend lid_be_binrange2m at=2,40,2,5
+d.out.file lid_be_binrange2m
+d.erase
+d.rast lid_1r_binrange2m
+d.legend lid_1r_binrange2m at=2,40,2,5
+d.out.file lid_1r_binrange2m
+
+ +

+Import and display orthophoto, +switch off all layers except for orthophoto. + +

r.in.gdal ortho_0793_016_ncspm.tif output=ortho_2013_0793
+d.rast ortho_2013_0793
+
+ +

+Identify the features that are associated with large range values.
+Display only the high values of range.
+What landcover is associated with large range in multiple return data? + + +

d.rast lid_1r_binrange2m values=10.-200.
+d.out.file mylid_1rrange2m
+
+ +

+We now know how dense the data are and what is the range within cell.
+If we need a 1m resolution DEM or DSM for our application +this analysis tells us that we need to interpolate it from the point cloud. +What steps would you begin with when processing +point cloud data you are not familiar with? + +

Interpolate DEM and DSM

+ +To interpolate DEM and DSM +we use default parameters except for number of points used for +segmentation and interpolation
(segmax and npmin and higher tension for multiple return data).
+You can set dmin=1 to make the interpolation run faster (see the manual).
+Be patient, it can take a few minutes to run depending on the computer power.
+ +
g.region res=1 -ap
+v.surf.rst input=elev_lid793016_be elevation=elev_lid793016_be_1m npmin=120 segmax=25 dmin=1
+v.surf.rst input=elev_lid793016_1r elevation=elev_lid793016_1r_1m npmin=120 segmax=25 tension=100 smooth=0.5 dmin=1
+r.colors elev_lid793016_be_1m color=elevation
+r.colors elev_lid793016_1r_1m color=elevation
+d.rast elev_lid793016_be_1m
+d.rast elev_lid793016_1r_1m
+
+ + + +Hide legend and switch off all map layers except for the last 2 interpolated ones.
+Use 3D view with cutting planes to compare the bare earth and terrain surface.
+Make sure fine resolution is set to 1 for all surfaces.
+Assign each surface constant color, add constant plane at 75m elevation for reference.
+Shade the crossection using the color by bottom surface option.
+If you don't remember this, see screen capture video for 3d view. + +

+Save image for your report. + +

Optional: Visualize the point cloud using plas.io

+ +Visualizing the raw points in point clouds can be time consuming both in 2D and +3D, however several tools for doing so in an efficient way exist. Try to +use plas.io, an online point cloud +visualization tool to visualize the LAS file from this assignment. +Explore the provided visualization tools in plas.io and create images +showing different properties of the point cloud or the visualization +techniques and how they would be useful for further analysis. + + + + + + +
+ + + +
+
+ + + diff --git a/grass/terrain_modeling_ascii.html b/grass/terrain_modeling_ascii.html new file mode 100644 index 00000000..fbacb374 --- /dev/null +++ b/grass/terrain_modeling_ascii.html @@ -0,0 +1,336 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Geomorphometry I: Terrain Modeling (data in ASCII files)

+ +

+Resources: + +

+Download the ASCI (x,y,z) lidar bare earth data +lid_be_pts.txt
+Download the ASCI (x,y,z) lidar multiple return data +lid_mr_pts.txt
+ + +

Start GRASS GIS

+Create a new mapset (called e.g. HW_terrain_modeling) in nc_spm_08_grass7 project and +change working directory:
+Settings > GRASS working environment > Change working directory > select/create any directory
+or type cd (stands for change directory) into the GUI +Console and hit Enter: +
cd
+
+Download all files (see above) +to the selected directory. Now you can use the commands from the assignment requiring the file +without the need to specify the full path to the file. + + +

Bare earth data

+ +Analyze bare earth and multiple return lidar data properties. +First, download the ASCI (x,y,z) lidar data +lid_be_pts.txt +and then compute a raster map representing number of points +per 2m and 6m grid cell to assess the point density. +If you are unsure about the current working directory and where your +text file with point is, run r.in.xyz from GUI +to find the path to the external lid_be_pts.txt. +Do not forget to zoom to computational region +to check its extent and see the resulting data. +You can use horizontal legends by resizing legend into wide short +rectangle or by using at=6,10,2,30 in the command line. +You can resize the Map Display to create white space above +and below the raster map image. + +
g.region rural_1m res=2 -p
+r.in.xyz input=lid_be_pts.txt output=lid_be_binn2m method=n
+r.in.xyz input=lid_mr_pts.txt output=lid_mr_binn2m method=n
+d.erase
+d.rast lid_mr_binn2m
+d.legend lid_mr_binn2m at=2,20,2,5
+d.out.file mylidmrn2m
+r.report lid_mr_binn2m unit=p
+r.univar lid_mr_binn2m
+d.rast lid_be_binn2m
+d.legend lid_be_binn2m at=2,20,2,5
+r.report lid_be_binn2m unit=p
+r.univar lid_be_binn2m
+
+ + +

Range of coordinates at lower resolution

+ +

+Patch and overlay planimetry to see that there are +no points in areas with buildings: + +

v.patch P079214,P079215,P079218,P079219 out=planimetry_rural
+d.vect planimetry_rural
+d.out.file mylidben2m
+
+ +

+Decrease resolution and try the above steps with +the r.in.xyz module again. +Again, run it from GUI, define full path, or manage your current +working directory. + +

g.region rural_1m res=6 -ap
+r.in.xyz input=lid_be_pts.txt out=lid_be_binn6m meth=n
+d.erase
+d.rast lid_be_binn6m
+d.legend lid_be_binn6m at=2,20,2,5
+d.out.file mylidben6m
+r.report lid_be_binn6m unit=p
+r.univar lid_be_binn6m
+
+ +

+Compute a raster map representing mean elevation for each 6m cell. +It will still have a few holes. + +

r.in.xyz input=lid_be_pts.txt out=lid_be_binmean6m meth=mean
+r.colors lid_be_binmean6m color=elevation
+d.rast lid_be_binmean6m
+d.legend lid_be_binmean6m at=2,40,2,5
+r.in.xyz input=lid_mr_pts.txt out=lid_mr_binmean6m meth=mean
+r.colors lid_mr_binmean6m co=elevation
+d.rast lid_mr_binmean6m
+d.legend lid_mr_binmean6m at=2,40,2,5
+d.out.file mylidmrmean6m
+
+ +

+Compute range: + +

r.in.xyz input=lid_be_pts.txt out=lid_be_binrange6m meth=range
+r.in.xyz input=lid_mr_pts.txt out=lid_mr_binrange6m meth=range
+d.erase
+d.rast lid_be_binrange6m
+d.legend lid_be_binrange6m at=2,40,2,5
+d.rast lid_mr_binrange6m
+d.legend lid_mr_binrange6m at=2,40,2,5
+
+ +

+Identify the features that are associated with large range values. +Display with vector data. + +

d.vect planimetry_rural
+d.vect lakes type=boundary co=violet
+d.vect streams co=blue
+d.out.file mylidmrrange6m
+
+ +

+Display only the high values of range (0.5-20m) overlayed over orthophoto. +What landcover is associated with large range in multiple return data? + +

+Which landscape features may be lost at 6m resolution? + +

g.region rural_1m -p
+
+ +

+Do not forget to zoom/set the display to computational region +to display only selected interval of values in GUI. +Add raster > Required tab, select lid_be_binrange6m +In Selection tab, set List of values to be displayed to 0.5-20. + +

d.erase
+d.rast ortho_2001_t792_1m
+d.rast lid_be_binrange6m val=0.5-20.
+d.erase
+d.rast ortho_2001_t792_1m
+d.rast lid_mr_binrange6m val=0.5-20.
+
+ + +

Interpolation

+ +

+We now know how dense the data are and what is the range within cell.
+If we need 1m resolution DEM for our application +this analysis tells us that we need to interpolate. +

+Import the ascii lidar data as vector points.
+Import only points in the rural area without building a table (-t flag in tab Points), +number of column used as z is 3 (third column), +and using z-coordinate for elevation (Tab Optional, Create 3D vector map).
+We assume that the txt file is in your current working directory. + +

g.region rural_1m -p
+v.in.ascii -ztr input=lid_be_pts.txt out=elev_lid_bepts z=3
+
+ +

+Display bare ground and multiple return points over orthophoto: + +

d.erase
+d.rast ortho_2001_t792_1m
+
+ +

+Display our imported points: + +

d.vect elev_lid_bepts size=2 col=red
+
+ +

+Display points available in the data set +(elev_lid_bepts and elev_lid792_bepts should be identical): + +

d.vect elev_lidrural_mrpts size=4 col=0:100:0
+d.vect elev_lid792_bepts size=2 col=yellow
+
+ +

+ +Extract first return to get points for DSM.
+Interpolate DEM and DSM (more about interpolation in the interpolation assignment).
+We use default parameters except for number of points used for +segmentation and interpolation - segmax and npmin +and higher tension for multiple return data: + +

g.region rural_1m -p
+v.extract elev_lidrural_mrpts out=elev_lidrur_first type=point where="Return=1"
+v.surf.rst input=elev_lid792_bepts elevation=elev_lidrural_1m npmin=120 segmax=25
+v.surf.rst input=elev_lidrur_first elevation=elev_lidrurfirst_1m npmin=120 segmax=25 tension=100 smooth=0.5
+d.erase
+d.rast elev_lidrural_1m
+d.rast elev_lidrurfirst_1m
+
+ +

+Remove all layers except for elev_lidrural_1m and elev_lidrurfirst_1m and +switch to 3D view with cutting planes to compare the bare earth and terrain surface.
+Make sure fine resolution is set to 1 for all surfaces. +Assign each surface constant color, add constant plane z=90 for reference. +Create crossections using cutting plane, +shade the crossection using the color by bottom surface option.
+Save image for report. +If you don't remember this, see screen capture video for +GRASS GIS 3D view. + + +

Multiple returns

+ +

+Find out where we have multiple returns: + +

g.region rural_1m -p
+d.erase
+d.rast ortho_2001_t792_1m
+
+ +

+Condition for subset in GUI: +Add vector > Selection > type return=1 into WHERE condition of SQL statement.
+You need to add the points 4 times to create a map that will have
+all sets of returns. + +

d.vect elev_lidrural_mrpts where=return=1 col=red size=2
+d.vect elev_lidrural_mrpts where=return=2 col=green size=3
+d.vect elev_lidrural_mrpts where=return=3 col=blue
+d.vect elev_lidrural_mrpts where=return=4 col=yellow
+d.out.file lidreturns
+
+ +

+Can you guess what is in the area that does not have any 1st return points? + + + + + + +

+ + + +
+
+ + + diff --git a/grass/terrain_modeling_survey_2013.html b/grass/terrain_modeling_survey_2013.html new file mode 100644 index 00000000..0844f2fb --- /dev/null +++ b/grass/terrain_modeling_survey_2013.html @@ -0,0 +1,348 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Geomorphometry I: Terrain Modeling

+

+Resources: +GRASS GIS overview and manual, + libLAS tools for lidar data conversions + +

+Download the Raleigh 2013 lidar data as LAS file and orthophoto: +

+ +

Software support

+ +The GRASS GIS installation on your computer may not support +r.in.lidar and v.in.lidar +modules. You can try them, e.g. using + +
r.in.lidar --help
+
+ +On Windows platform, please use the standalone version of GRASS GIS +we recommend in Course Logistics. +If the modules don't work for you, please use instead of this assignment the +ASCII file based version +of the assignment. + +

Start GRASS GIS

+Create a new mapset (called e.g. HW_terrain_modeling) in nc_spm_08_grass7 project and +change working directory:
+Settings > GRASS working environment > Change working directory > select/create any directory
+or type cd (stands for change directory) into the GUI +Console and hit Enter: +
cd
+
+Download all files (see above) +to the selected directory. Now you can use the commands from the assignment requiring the file +without the need to specify the full path to the file. + + + +

Analyze bare earth and multiple return lidar data properties by binning

+Import the points using v.in.lidar. +We can specify which class and which return (first, middle, last) we want to import.
+We can see the classification either in metadata distributed with the lidar data +or it can be displayed with lasinfo tool (in case lasinfo command is not available, skip it.): +
lasinfo tile_0793_016_spm.las
+
+Class 2 represents bare earth points.
+Now we import bare earth points and first return points separately: + +
v.in.lidar -t input=tile_0793_016_spm.las output=elev_lid793016_be class_filter=2
+v.in.lidar -t input=tile_0793_016_spm.las output=elev_lid793016_1r return_filter=first
+
+

+Note: if you have any problems with the files, review the instructions above or +use v.in.lidar GUI dialog to browse to get the path to the files. +

+Set the region from the imported point file with resolution of 1 meter. +Compute raster maps (with r.in.lidar) representing number of points per 1 m grid cell.
+Compare point densities for bare earth, first return. + +

g.region vect=elev_lid793016_1r res=1 -p
+r.in.lidar input=tile_0793_016_spm.las output=lid_be_binn1m class_filter=2 method=n
+r.in.lidar input=tile_0793_016_spm.las output=lid_1r_binn1m return_filter=first method=n
+r.colors lid_be_binn1m,lid_1r_binn1m color=bcyr -e
+d.rast lid_be_binn1m
+d.legend lid_be_binn1m at=2,50,2,9
+r.report lid_be_binn1m unit=p,c
+r.univar lid_be_binn1m
+d.out.file be_pointdensity
+d.rast lid_1r_binn1m
+d.legend -d -s lid_1r_binn1m at=2,50,8,12
+r.report lid_1r_binn1m unit=p
+r.univar lid_1r_binn1m
+d.out.file first_pointdensity
+
+ +

+Compute a raster map representing mean elevation for each 1m cell.
+It will have holes. + +

r.in.lidar input=tile_0793_016_spm.las output=lid_be_binmean1m class_filter=2 method=mean
+r.in.lidar input=tile_0793_016_spm.las output=lid_1r_binmean1m return_filter=first method=mean
+r.colors lid_be_binmean1m color=elevation
+r.colors lid_1r_binmean1m color=elevation
+r.info map=lid_1r_binmean1m
+d.erase
+d.rast lid_be_binmean1m
+d.legend lid_be_binmean1m at=2,40,2,5
+d.out.file lidbemean1m
+d.erase
+d.rast lid_1r_binmean1m
+d.legend lid_1r_binmean1m at=2,40,2,5
+d.out.file lid1rmean1m
+
+ +

+Compute a raster map representing mean elevation for each 2m cell.
+Result is almost good enough for 1st return, but there are still many holes for bare earth. + +

g.region res=2 -ap
+r.in.lidar input=tile_0793_016_spm.las output=lid_be_binmean2m class_filter=2 method=mean
+r.in.lidar input=tile_0793_016_spm.las output=lid_1r_binmean2m return_filter=first method=mean
+r.colors lid_be_binmean2m color=elevation
+r.colors lid_1r_binmean2m color=elevation
+d.erase
+d.rast lid_be_binmean2m
+d.legend lid_be_binmean2m at=2,40,2,5
+d.out.file lidbemean2m
+d.erase
+d.rast lid_1r_binmean2m
+d.legend lid_1r_binmean2m at=2,40,2,5
+d.out.file lid1rmean2m
+
+ +

+Compute range of elevation values in each grid cell: + +

r.in.lidar input=tile_0793_016_spm.las output=lid_be_binrange2m class_filter=2 method=range
+r.colors lid_be_binrange2m color=bcyr -e
+r.in.lidar input=tile_0793_016_spm.las output=lid_1r_binrange2m return_filter=first method=range
+r.colors lid_1r_binrange2m color=bcyr -e
+d.erase
+d.rast lid_be_binrange2m
+d.legend lid_be_binrange2m at=2,40,2,5
+d.out.file lid_be_binrange2m
+d.erase
+d.rast lid_1r_binrange2m
+d.legend lid_1r_binrange2m at=2,40,2,5
+d.out.file lid_1r_binrange2m
+
+ +

+Import and display orthophoto, +switch off all layers except for orthophoto. + +

r.in.gdal ortho_0793_016_ncspm.tif output=ortho_2013_0793
+d.rast ortho_2013_0793
+
+ +

+Identify the features that are associated with large range values.
+Display only the high values of range.
+What landcover is associated with large range in multiple return data? + + +

d.rast lid_1r_binrange2m values=10.-200.
+d.out.file mylid_1rrange2m
+
+ +

+We now know how dense the data are and what is the range within cell.
+If we need a 1m resolution DEM or DSM for our application +this analysis tells us that we need to interpolate it from the point cloud. +What steps would you begin with when processing +point cloud data you are not familiar with? + +

Interpolate DEM and DSM

+ +To interpolate DEM and DSM +we use default parameters except for number of points used for +segmentation and interpolation
(segmax and npmin and higher tension for multiple return data).
+You can set dmin=1 to make the interpolation run faster (see the manual).
+Be patient, it can take a few minutes to run depending on the computer power.
+ +
g.region res=1 -ap
+v.surf.rst input=elev_lid793016_be elevation=elev_lid793016_be_1m npmin=120 segmax=25 dmin=1
+v.surf.rst input=elev_lid793016_1r elevation=elev_lid793016_1r_1m npmin=120 segmax=25 tension=100 smooth=0.5 dmin=1
+r.colors elev_lid793016_be_1m color=elevation
+r.colors elev_lid793016_1r_1m color=elevation
+d.rast elev_lid793016_be_1m
+d.rast elev_lid793016_1r_1m
+
+ + + +Hide legend and switch off all map layers except for the last 2 interpolated ones.
+Use 3D view with cutting planes to compare the bare earth and terrain surface.
+Make sure fine resolution is set to 1 for all surfaces.
+Assign each surface constant color, add constant plane at 75m elevation for reference.
+Shade the crossection using the color by bottom surface option.
+If you don't remember this, see screen capture video for 3d view. + +

+Save image for your report. + +

Optional: Visualize the point cloud using plas.io

+ +Visualizing the raw points in point clouds can be time consuming both in 2D and +3D, however several tools for doing so in an efficient way exist. Try to +use plas.io, an online point cloud +visualization tool to visualize the LAS file from this assignment. +Explore the provided visualization tools in plas.io and create images +showing different properties of the point cloud or the visualization +techniques and how they would be useful for further analysis. + + + + + + +
+ + + +
+
+ + + diff --git a/grass/viewshed_solar.html b/grass/viewshed_solar.html new file mode 100644 index 00000000..e087ebc5 --- /dev/null +++ b/grass/viewshed_solar.html @@ -0,0 +1,245 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Viewshed and solar energy potential analysis

+

Resources: +

+ +

+Text files with site locations: +

+ +

Start GRASS GIS

+Create a new mapset (called e.g. HW_viewshed_solar) in nc_spm_08_grass7 project and +change working directory:
+Settings > GRASS working environment > Change working directory > select/create any directory
+or type cd (stands for change directory) into the GUI +Console and hit Enter: +
cd
+
+Download all text files (see above) +to the selected directory. Now you can use the commands from the assignment requiring the text file +without the need to specify the full path to the file. + +

Viewshed analysis

+Compute viewshed from a new 32 story tower located in downtown.
+ +
g.region raster=elev_ned_30m -ap
+v.in.ascii -z input=viewshed_points.txt output=viewpoints separator=, z=3
+r.viewshed elev_ned_30m output=tower_165_los coordinates=642212,224767 observer_elevation=165 max_distance=10000
+
+ +Display result on shaded relief: +
d.erase
+d.his hue=tower_165_los intensity=elevation_shade
+d.vect streets_wake
+d.vect viewpoints size=10 color=orange icon=basic/marker
+d.barscale at=3,6
+d.legend tower_165_los at=50,90,2,6
+d.out.file towerview_angle
+
+ +

+Find out what is the landuse within the view using map algebra: + +

r.mapcalc "tower_los_lu30m = if(tower_165_los,landclass96,null())"
+r.colors tower_los_lu30m raster=landclass96
+r.category tower_los_lu30m raster=landclass96
+r.report -n tower_los_lu30m unit=p,h
+
+ +Display only the following layers and save result: + +
d.erase
+d.rast tower_los_lu30m
+d.vect streets_wake
+d.legend tower_los_lu30m at=25,50,1,3
+d.out.file towerviewlu
+
+ +

+We can also do visibility from former RedHat headquarters: + +

r.viewshed elev_ned_30m output=redhat_25_los coordinates=638898,224528 observer_elevation=25 max_distance=10000
+
+ +Display only the following layers and save result: + +
d.erase
+d.rast redhat_25_los
+d.vect streets_wake
+d.vect viewpoints size=10 col=red icon=basic/marker
+d.out.file RHview
+
+ +

+Use mapalgebra to compute landuse in the view, +assign the visible land use map land use colors and category labels +using r.colors and r.category (see previous example) +and use r.report -n to compare the size and land use composition within +viewshed from the RBC tower and RH headquarters. + +

Solar radiation analysis

+ +Set the region and add the planned building to the DEM, we will use this new DEM for the analyses.
+Remove all layers and zoom to the region. +
g.region rural_1m -p
+r.mapcalc "elevfacility_1m = if(isnull(facility), elev_lid792_1m,138.)"
+r.colors elevfacility_1m color=elevation
+d.erase
+d.rast elevfacility_1m
+
+ +

+Prepare input maps (slope and aspect): + +

r.slope.aspect elevation=elevfacility_1m aspect=aspect_elevfac_1m slope=slope_elevfac_1m
+
+ +

Incidence angles and cast shadows

+

+Compute the sun position on Dec. 22 at 2:25pm, EST (no map output expected): + +

r.sunmask -s elevation=elevfacility_1m year=2001 month=12 day=22 hour=14 minute=25 sec=0 timezone=-5
+
+ +

+Calculate incidence angles including cast shadows.
+We assign histogram equalized color table - can you explain why? +(hint: try the same color table without -e).
+What is the value on the roof? How is it related to day/time? + +

r.sun elevation=elevfacility_1m aspect=aspect_elevfac_1m slope=slope_elevfac_1m incidout=incid_elevfac_1m day=356 time=14.416667
+r.info incid_elevfac_1m
+r.colors -e incid_elevfac_1m co=bcyr
+d.rast incid_elevfac_1m
+d.legend incid_elevfac_1m at=25,50,1,3
+d.out.file incid_angle
+
+ +

+Extract the cast shadow area for 14.4 hr and +compute and extract shadow area for 7.5 hr: + +

r.mapcalc "shadow_1m = if(isnull(incid_elevfac_1m), 1, null())"
+r.colors shadow_1m color=grey
+d.rast elevfacility_1m
+d.rast shadow_1m
+r.sun elevation=elevfacility_1m aspect=aspect_elevfac_1m slope=slope_elevfac_1m incidout=incid_elevfac7_1m day=356 time=7.50
+r.mapcalc "shadow7_1m = if(isnull(incid_elevfac7_1m), 1, null())"
+d.rast shadow7_1m
+d.out.file shadows
+
+ +

Solar radiation

+Compute global (beam+diffuse+refl) radiation for entire day during summer and winter solstice.
+Display the radiation maps and also insolation time maps insol_time using same commands.
+Optionally display the radiation maps draped over elevation elevfacility_1m in 3D view +to see relation between terrain geometry and solar radiation. + +
r.sun elevation=elevfacility_1m aspect=aspect_elevfac_1m slope=slope_elevfac_1m day=356 glob_rad=g356 insol_time=its356
+r.colors g356 co=gyr -e
+r.sun elevation=elevfacility_1m aspect=aspect_elevfac_1m slope=slope_elevfac_1m day=172 glob_rad=g172 insol_time=its172
+r.colors g172 co=gyr -e
+d.rast g356
+d.legend g356 at=25,50,1,3
+d.out.file solar_winter
+d.rast g172
+d.legend g172 at=25,50,1,3 range=8800,8867
+d.out.file solar_summer
+
+ +

+Calculate direct solar radiation and insolation time for a larger region.
+ +Try to find good color tables (custom, hist. equalized, to see the pattern). + +

g.region raster=elev_ned_30m -p
+r.slope.aspect elevation=elev_ned_30m aspect=asp_ned_30m slope=slp_ned_30m
+r.sun elevation=elev_ned_30m aspect=asp_ned_30m slope=slp_ned_30m linke_value=2.5 albedo_value=0.2 beam_rad=b356 diff_rad=d356 refl_rad=r356 insol_time=it356 day=356
+
+ +Zoom to the new computational region and display the following layers:
+ +
d.erase
+d.rast b356
+d.legend b356 at=2,30,2,6
+d.out.file beamrad356
+d.rast it356
+d.legend it356 at=2,30,2,6
+d.out.file insol_time
+
+ +
+ + + +
+
+ + + diff --git a/img/favicon.ico b/img/favicon.ico new file mode 100644 index 00000000..3a3e0418 Binary files /dev/null and b/img/favicon.ico differ diff --git a/img/github_logo.png b/img/github_logo.png new file mode 100644 index 00000000..bec29884 Binary files /dev/null and b/img/github_logo.png differ diff --git a/img/graphics.png b/img/graphics.png new file mode 100644 index 00000000..917752ed Binary files /dev/null and b/img/graphics.png differ diff --git a/img/grass_index.png b/img/grass_index.png new file mode 100644 index 00000000..974ef0cc Binary files /dev/null and b/img/grass_index.png differ diff --git a/img/header.png b/img/header.png new file mode 100644 index 00000000..1f144611 Binary files /dev/null and b/img/header.png differ diff --git a/index.html b/index.html new file mode 100644 index 00000000..63681788 --- /dev/null +++ b/index.html @@ -0,0 +1,361 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

GIS/MEA 582 Course Syllabus

+ +

Course Title and Description

+Geospatial Modeling, a 3 credit course, explains digital representation and analysis of geospatial +phenomena and provides foundations in methods and algorithms used in +GIS analysis. Special focus is on terrain modeling, +geomorphometry, watershed analysis and introductory GIS-based + modeling of landscape processes (water, sediment). +The course includes analysis from lidar data, coastal change assessment and 3D visualization. + +

+See slides +and video +which introduce the course in more depth. + + +

Instructor

+ +Helena Mitasova, see her +MEAS page + + + + + + + + + +
Office hours:by appointment, please email to hmitaso@ncsu.edu
+ + + +

Prerequisites

+Knowledge of GIS principles at an introductory level or strong computational background is recommended. + + +

Class structure and educational approach

+This course consists of lectures, readings, +hands-on exercises, homework assignments, and a major +project. +

+GIS/MEA582-001 sections are on-campus, face-to-face class sessions. +
GIS/MEA582-601 sections are asynchronous with materials available on-line. + +

Schedule and Learning materials

+ +
    +
  • +Course Schedule web page provides links to the weekly topics material +(lectures, assignments) along with due dates and suggested project activities. +
  • + +Moodle is used to access the recorded videos, upload your assignments, read our feedback, post your questions to forum and discuss your projects. +
  • + +Course logistics +web page provides links to software (GRASS GIS and ArcGIS Pro) and data used in the assignments and +describes the structure of assignment papers. +
+ +

Textbooks

+No required textbook, on-line material is used. +You may find the following titles helpful for some topics: + + +

Grading policy

+40% homeworks, 20% midterm, 40% project. +100 points is the maximum number of points (total + extra credits) achieved in class. +Extra credits are given for innovative solutions, +creativity in problem solving and extensions to given tasks. +Points are taken off for late submissions. + + + + + + + + + + + +
GradeCourse and each HW
Max100
A+97
A93
A-90
B+87
B83
B-80
C+77
C73
+ +

Topics

+
    +
  • +Geospatial Data Acquisition. Open Source GIS +
      +
    • mapping natural phenomena +
    • coordinate reference system, projections, transformations
      • +
    • introduction to open source concepts
      • + +
    • +
  • + +Geospatial Data Models and Visualization +
      +
    • concept of continuous fields and discrete sampling
      • +
    • raster and vector data representation, raster-vector conversions and resampling
      • +
    • geospatial formats, conversions, geospatial data abstraction library
      • +
    • display of continuous and discrete data, use of color to extract spatial patterns
      • +
    • 3D visualization: single and multiple surfaces
      • +
    • visualization for data analysis (lighting, zscaling, transparency, + cutting planes, animations)
      • + +
    • +
  • +Geospatial Analysis +
      +
    • foundations for analysis of continuous and discrete phenomena
      • +
    • zonal and neighborhood operations
      • +
    • analysis and modeling with map algebra
      • +
    • proximity analysis and buffers +
    • cost surfaces and least cost path
      • +
    • +
  • +Spatial interpolation and approximation (gridding)
    • +
      +
    • definitions, principles and applications of spatial interpolation +
    • selected methods and their properties +
    • smoothing spline interpolation +
    • evaluating interpolation accuracy +
    • trivariate interpolation of volumes and topo-climatology +
    +
  • +Geomorphometry: Terrain Modeling and Analysis +
      +
    • terrain and bathymetry mapping
      • +
    • digital representations (point clouds, contour, raster, TIN)
      • + +
    • DEM, DTM and DSM, working with multiple return lidar data
      • +
    • basic topographic analysis: slope, aspect and curvatures +
    • mapping landforms and terrain features +
    • time series of elevation data, analysis of coastal change
      • +
    • +
  • +Viewsheds and solar irradiation +
      +
    • line of sight, viewshed and cumulative viewshed analysis +
    • solar radiation: components and dynamics +
    • solar irradiation in complex terrain, cast shadows +
    +
  • +Flow Modeling and Watershed Analysis +
      +
    • methods for flow routing and flowaccumulation
      • +
    • extraction of stream networks and watershed boundaries from DTM
      • +
    • introduction to GIS-based modeling of geospatial processes
      • +
    • basic hydrologic and erosion modeling
      • +
    • +
  • Project
    • + +
+ +
+ +
+
Academic integrity
+
+ Overview, + Code of Student Conduct +
+
Attendance policy
+
+ in on-campus section, attendance is recommended. + +
+
Accommodation of students with disabilities
+
+ Disability Services Office + +
+
Large Language Model (LLM) (i.e., ChatGPT, Bard, etc..) policy
+
+ The use of LLMs in this course is permitted for the purposes of completing assignments and projects. + However, the use of LLMs for the purposes of completing exams is strictly prohibited. Students are also required + to cite the use of LLMs in their assignments and projects. Failure to do so will result in a violation of the + courses academic integrity policy. + + Students are also to be aware that the use of LLMs in this course is not a substitute for learning the material. + Assignments and projects must be properly cited and contain no plagerized materials. + (The policy was created with the aid GitHub CoPilot) + + +
+
+ +
+ +

For non-NCSU visitors

+ +This course material is open and is often used by people outside NCSU. +Note that although we are trying to have maximum of our resources open, +some linked material like online library resources and virtual computing lab +are accessible only to people at NCSU. However, GRASS GIS and the dataset +used in the assignments are available to anybody under and open license. +The most useful page for an outside visitor is the +list of GRASS GIS assignments. + +
+ + + +
+
+ + + diff --git a/intro.html b/intro.html new file mode 100644 index 00000000..e0c0bdad --- /dev/null +++ b/intro.html @@ -0,0 +1,414 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Course logistics

+ +For the general introduction to the course, see +Course Syllabus. + +

Software

+ +Install GRASS GIS and ArcGIS Pro software following the instructions bellow. +Note that ArcGIS is available to students through the university. +GRASS GIS is available to anybody and you can continue using it +on your computer after you graduate. + +

GRASS GIS

+ + + +

ArcGIS

+ + + + +

Data

+ + +
    +
  • Sample GRASS GIS dataset: +
      +
    • Start GRASS GIS. In the data management window, + click the icon Download sample project to current database and + select Complete North Carolina dataset, click Download, + close when finished. You should see a project nc_spm_08_grass7 in your database. + See also + GRASS Quickstart + and Screen capture for MS Windows + + +
    • Alternatively, you can download and unzip + nc_spm_08_grass7 into the grassdata directory and then start GRASS GIS - you should see the dataset + in the Data catalog. + In this case it is important to make sure that your unziping software does + not create additional directory with the same name, e.g. on MS Windows make sure that you do not get + nc_spm_08_grass7\nc_spm_08_grass7. +
    • + The same dataset is provided during installation of GRASS GIS + on MS Windows under the name North_Carolina. +
    +

    +

    • + + +
  • Sample ArcGIS Pro geodatabase gdbs.zip
    • +
      +
    • Create arcdata directory e.g. C:\Users\myname\Documents\arcdata +
    • After downloading, unpack ArcGIS geodatabase into arcdata directory +
    +
+ + +You can find additional data for your project in this list of data repositories. + +

Assignments

+ +In the assignments you will be performing similar geospatial analyses +in two different software packages - GRASS GIS and ArcGIS Pro. +Both GRASS GIS and ArcGIS Pro solutions are required, +described in a single paper (more details see below). +Step-by-step instructions are provided, but it is your task to explain +what is being done in terms of methods and results, +based on the lectures, manual pages and other on-line resources. + +

Report

+
    +
  • For each topic (as indicated in the schedule) you will submit a brief paper + with min. 800 word text and 2 or more pages of graphics
    • +
  • Required paper sections: +
      +
    1. Introduction: task, problem, background, importance, motivation
      2. +
    2. Methods: general description of methods and concepts, do not repeat instructions + and do not discuss software issues here - this section should be software independent, common for + both ArcGIS and GRASS GIS and equations for methods should be included where appropriate. + In this section you should demonstrate that for the given step-by-step instructions + your were able to explain what methods are being used to solve the given problem
      3. +
    3. Results: images, maps, graphs, tables with comments, focus on what is interesting in the data + and the derived maps, how does the method used influence the results. + Include answers to questions in this section.
      4. +
    4. Discussion: was there anything unexpected or problematic in the results? + Were there any issues related to the methdology? Also discuss the software issues, + including fixes and suggestions for improvements here.
      5. +
    5. Conclusion: 1-2 sentences what you have learned
      6. +
    6. References where appropriate
      7. +
    +
    • +
  • Please read detailed Report guide + created specifically for this class. +
  • + Sample paper formatting for + MS Word (DOCX), + LibreOffice (ODT) + (view online in rollApp), and + LaTeX + (open online in Overleaf; + register using NCSU email). + + Do not use the text from this example, it is for formatting only! +
  • + Note that the submitted report should be in PDF, use naming convention + LastnameFirstname_HW#.pdf. +
  • + You can find some helpful hints from past semesters in + Comments/answers to HW questions. +
  • + Upload your assignment papers on Moodle site + according to the instructions below. +
  • + Although the HW papers are short they should be written in a style suitable for scientific publication. + +
+ +

Moodle

+ +To manage your HW reports and project material we will use Moodle. +Upload your HW report as PDF file LastnameFirstname_HW#.pdf +(for example SmithJohn_HW3.pdf) on Moodle site by 11pm on the due date. + +

+You will also use Moodle to post your project proposal, interim report, presentation and +a final paper as well as any additional material that you would like to share (videos, demos, data, google maps). + +

+Moodle Forums are set up to introduce yourself, post your questions about assignments and discuss your projects. + +

How to Write an Issue Report

+

Please use the following template when submitting software specific issues.

+ +
    +
  • Subject/Title
    • +
      +
    • Short description of the issue
      • +
    +
+ +
    +
  • Describe the Bug
    • +
      +
    • A clear and concise description of wht the bug is.
      • +
    +
+ +
    +
  • To Reproduce
    • +

    Steps to reproduce the behavior:

    +
      +
    1. Go to '...' +
    2. Click on '....' +
    3. Scroll down to '....' +
    4. See error +
    +
+ +
    +
  • Expected Behavior
    • +
      +
    • A clear and concise description of what you expected to happen.
      • +
    +
+ +
    +
  • Screenshots or Video
    • +
      +
    • If applicable, add screenshots or video to help explain your problem.
      • +
    +
+ +
    +
  • System Description
    • +

    Please complete the following information:

    +
      +
    • OS: [e.g. Windows 10, macOS 10.15, Ubuntu 20.04]
      • +
    • GRASS GIS version or ArcPro version: [e.g. 8.4.0, 2.8.3]
      • +
    +
+ +
    +
  • Additional Context
    • +

    Add any other context about the problem here.

    +
+ + +

Project

+ +See Projects page. + +

Grading and Policies

+See Syllabus web page. + +

+Don’t cheat (e.g. use other person’s results), +but you are encouraged to collaborate and help each other with advice, +for example, through the message board. + +

+ + + +
+
+ + + diff --git a/layout.css b/layout.css new file mode 100644 index 00000000..6d598d00 --- /dev/null +++ b/layout.css @@ -0,0 +1,35 @@ +html, body { + height: 100%; +} + +body { + margin: 0; + padding: 0; +} + + +#container +{ + position: relative; + margin: 0 auto; + padding-left: 10px; + padding-right: 10px; + width: 100%; + background-color: white; + height:auto !important; + min-height:100%; + border-style:solid; + border-bottom-width:1px; + border-top-width:1px; + border-left-width:10px; + border-right-width:10px; + border-color: #DDDDDD; +} + + +#header-image { + width: auto; + background-position: center top; + background-size: cover; + vertical-align: bottom; +} diff --git a/lectures.html b/lectures.html new file mode 100644 index 00000000..959fab79 --- /dev/null +++ b/lectures.html @@ -0,0 +1,429 @@ + + + + +GIS/MEA582: Geospatial Modeling and Analysis + + + + + + + + + + +
+
+ +
+
+

NCSU GIS/MEA582:
Geospatial Modeling and Analysis

+
+ + + +
+ +
+ +

Lectures

+ +

Introduction and course logistics

+ +Outline: + + + +

Geospatial data introduction

+ +Outline: +
    +
  • mapping natural phenomena, concept of continuous fields and discrete sampling
    • +
  • on-ground/in-situ, airborne, satellite, and lidar data acquisition
    • +
  • projections, coordinate transformations, georeferencing
    • +
+Lecture: + +Supplemental materials: + + + +

Geospatial data models

+ +Outline: +
    +
  • raster and vector data models
    • +
  • raster-vector conversions and resampling
    • +
  • geospatial formats, conversions, geospatial data abstraction library
    • +
  • data repositories, metadata
    • +
+Lecture: + +Supplemental materials: + + + +

Data display and visualization

+ +Outline: +
    +
  • display of + continuous and discrete data, use of color, shading, symbols to + extract the spatial pattern and relationships +
  • 3D visualization: multiple surfaces and volumes, 3D vector objects +
  • visualization for data analysis (lighting, zscaling, transparency, cutting planes, animations) +
  • Sharing data on-line +
+Lecture: + +Supplemental materials: + + + +

Geospatial Analysis: Global, zonal and focal operations, map algebra

+ +Outline: +
    +
  • global and zonal statistics +
  • neighborhood (focal) operations +
  • raster map algebra +
      +
    • expressions, operators, functions and variables +
    • basic calculations, integer and floating point data +
    • "if" conditions, handling NULLs and creating masks +
    +
  • raster map patching and overlay +
  • raster map reclassification and rescaling +
+Lecture: + + + +

Geospatial Analysis: buffers, cost surfaces, least cost path

+ +Outline: +
    +
  • measuring distance, proximity operators +
  • point, line, and area buffers +
  • cost surfaces, least cost path +
+Lecture: + +Supplemental materials: + + +
+ +

The following lectures are about Geomorphometry and modeling of processes.

+ + +

Spatial interpolation and approximation: methods

+ +Outline: +
    +
  • definitions, principles and applications +
  • selected methods and their properties + +
  • influence of interpolation parameters
    • +
+Lecture: + + + +

Spatial interpolation and approximation: splines, point selection

+ +Outline: +
    +
  • influence of spline interpolation parameters: tension/range and smoothing
    • +
  • implementation - point selection techniques
    • +
  • special cases: contours, profiles, anisotropy
    • +
  • trivariate interpolation of volumes and topo-climatology
    • +
  • evaluating interpolation accuracy, crossvalidation
    • +
+Lecture: + +Supplemental materials: + + + +

Terrain modeling

+ +Outline: +
    +
  • 3D mapping technologies: topography and bathymetry
    • +
  • mathematical and digital terrain models
    • +
  • point clouds, multiple return data, CLICK, LDART
    • +
  • triangular irregular networks
    • +
  • regular grid (raster), NED, SRTM, CRM
    • +
  • isolines
    • +
+Lecture: + +Supplemental materials: + + + +

Spatial and temporal terrain analysis

+ +Outline: +
    +
  • summary parameters: volumes, surface areas
    • +
  • first and second order point parameters: general approach
    • +
  • methods for slope, aspect and curvatures using polynomial and spline approximation
    • +
  • combining parameters to map landforms and terrain features
    • +
  • computing parameters from noisy data, accuracy and uncertainty, scale and level of detail
    • +
  • raster time series analysis, quantification of coastal change
    • +
+Lecture: + +Supplemental materials: + + + +

Viewshed, solar energy potential analysis

+ +Outline: +
    +
  • line of sight, viewshed and cumulative viewshed: principle and applications
    • +
  • solar radiation: components and dynamics
    • +
  • solar radiation in complex terrain, cast shadows
    • +
  • cumulative solar irradiation, solar energy potential
    • +
+Lecture: + +Supplemental materials: + + + +

Flow tracing, watershed analysis

+ +Outline: +
    +
  • cumulative terrain parameters based on flow tracing: definitions and general approach + (flow path length, flow accumulation, stream networks, watershed boundaries, ridge lines) +
  • methods for computing flow direction (D8, Dinf), flow tracing (SFD, MFD, uniform, weighted) +
  • methods for flow tracing through depressions and flat areas + (filling, carving, hybrid, least cost path) +
+Lecture: + + + + + +

Modeling Geospatial Processes: Hydrologic and erosion modeling

+ +Outline: +
    +
  • spatially explicit modeling: principles and applications, role of GIS
    • +
  • geospatial aspects of models: spatially averaged and distributed models
    • +
  • general approaches and methods: empirical and physics based components of models
    • +
  • steady state, continuous time and dynamic models and related modeling tools
    • +
  • spatial hydrologic modeling: processes and methods
    • +
+Lecture: + + + +

Modeling Geospatial Processes: Erosion modeling

+ +Outline: +
    +
  • spatial modeling of erosion, sediment transport and landscape evolution
    • +
  • deriving input parameters, analysis and visualization of modeling results
    • +
  • simulating impact of landuse and climate change
    • +
+Lecture: + +Supplemental materials: + + + + +
+ + + +
+
+ + + diff --git a/lectures/about.html b/lectures/about.html new file mode 100644 index 00000000..d763e5aa --- /dev/null +++ b/lectures/about.html @@ -0,0 +1,476 @@ + + + + + + + + Lecture slides for GIS/MEA582 + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+
+

Geospatial Modeling

+

GIS/MEA582

+

Helena Mitasova

+

Center for Geospatial Analytics, +
North Carolina State University +

+
+ +
+

Course topics

+

+

    +
  • Continuous and discrete geospatial data models +
  • Data display and 2D/3D geovisualization +
  • Raster-based geospatial analysis, map algebra +
  • Proximity analysis, buffers, cost surfaces and LCP +
  • Points to rasters - Spatial interpolation +
  • Terrain modeling and topographic analysis +
  • Viewshed, solar energy potential analysis +
  • Flow routing, watershed analysis, erosion modeling +
+

+

+

+ +
+

Course structure

+

+

    +
  • offered on-campus (spring) and on-line (spring and fall) +
  • material can be accessed on-line any time +
  • lectures: software independent, slides with audio +
  • assignments: in both GRASS GIS and ArcGIS +
  • independent project +
+

+ + +

+ +
+

Data display and geovisualization

+

+

    +
  • data display and visualization for data analysis +
  • communication of geospatial information +
+

+

Selecting color ramp to highlight hidden spatial patterns: North Carolina elevation +

+ +
+

Viewing data in 3D perspective

+

3D visualization is used in many assignments

+

+ +

Multiple surfaces based on lidar and cut-planes

+

+

DEMs with color maps: land cover, erosion, elevation +

+ +
+

Dynamic geovisualization

+

+Time series of DEMs from digitized contours and lidar +

+

Jockey's Ridge sand dune migration: 1974 - 2014

+
+ +
+

Raster-based geospatial analysis

+

Techniques for efficient solutions of geospatial problems +

    +
  • global, zonal, focal and neighborhood operators +
  • map algebra +
+

+

Computing NDVI (green vegetation index) from LANDSAT imagery using map algebra

+
+ +
+

Proximity problem solving

+

Buffers, cost surfaces, least cost path +

+

Finding least cost path from firestations to accident in SW Wake county +

+ +
+

Points to rasters: spatial interpolation

+
    +
  • Using the values measured at irregularly distributed points we +compute the values at regular grid +
  • methods and their properties +
  • implementation and application issues +
+

+

+ +
+

Splines: tuning the tension

+

Result of interpolation depends on the selection of parameters, in this example, +the lower the spline tension, the smoother the surface +

+

+ +
+

Terrain modeling from lidar

+

+From lidar point cloud to DEM and DSM +

+ +

+ +
+

Geomorphometry

+
    +
  • Land surface geometry is measured by topographic parameters +
  • we can derive basic landform classes from topographic parameters +
+ +

profile curvature and landforms at two different levels of detail

+

+
+ +
+

Viewshed and solar energy

+

Problems based on ray-tracing: line of sight, radiation +

+

Dynamics of cast shadows and solar energy potential on June 22 +

+ +
+

Modeling landscape processes

+Flow routing, watershed analysis and erosion modeling +

+ + +

+ +
+

Independent Project

+
    +
  • Focused on student's research interests, +
  • any geospatial software can be used +
  • should include a surface or continuous field component +
+

+   + +

Anna Petrasova and Vaclav Petras

+
+ +
+

Final Portfolio

+
    +

    +

  • Assignment papers with insightful 2D and 3D graphics that represent the course foundation topics +

    +

  • Independent project paper : some evolve into papers for conferences or scientific journals +
+

+

+ +
+

Resources

+ +
+ +
+ + ⌂ +
+ +
+ +
+ + + + + + + + diff --git a/lectures/basicraster.html b/lectures/basicraster.html new file mode 100644 index 00000000..81ab8f34 --- /dev/null +++ b/lectures/basicraster.html @@ -0,0 +1,751 @@ + + + + + + + + Lecture slides for GIS/MEA582 + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+
+

Geospatial Analysis

+

Basic raster operations

+

+ Helena Mitasova

+

+ GIS/MEA582 Geospatial Modeling and Analysis + NCSU +

+
+ +
+

Learning objectives

+

+

    +
  • Explain global and zonal statistics +

    +

  • Define neighborhood operations +

    +

  • Understand raster map algebra +

    +

      +
    • expressions, operators, functions and variables +
    • basic calculations, integer and floating point data +
    • "if" conditions, handling NULLs and creating masks +
    +

    +

  • Define raster mosaicking and patching +

    +

  • Explain raster map reclassification and rescaling +
+
+ +
+

Summary statistics: continuous data

+

+

    +
  • stored numbers are values quantifying the phenomenon +
  • univariate statistics: min, max, mean, standard deviation, median, ... +
  • histogram (requires discretization into bins) +
+

Can be applied as global, zonal, or neighborhood operations +

See relevant equations and additional metrics in + Supplemental material +

+ +
+

Summary statistics: discrete data

+

+

    +
  • stored numbers can be values (quantitative data) or category numbers (qualitative data) +
  • values apply to an area rather than grid point +
  • univariate statistics can be applied only to quantitative attributes +
  • majority (mode or most frequent category), diversity (number of different categories) apply to category data +
+

Can be applied as global, zonal, or neighborhood operations +

See relevant equations and additional metrics in + Supplemental material + +

+ +
+

Global statistics

+

Continuous data example +

    +
  • Compare elevation data from different sources using mean, standard deviation and histogram +
  • Identify data anomalies and potential artifacts +
+
+ +
+

Global statistics: compare DEMs

+

+ +

+

+ +

+

+ +
+

Global statistics: compare DEMs

+

+ +

+

+ +

+

+

+ +
+

Global statistics: compare DEMs

+

+ +

+ +

+

+

+ +
+

Global statistics: compare DEMs

+

+ + +

+ + +

+ + + +
+

Zonal statistics: continuous data

+
    +
  • Agregates continous data to discrete areas +
  • Hydrology example: mean slope for watersheds to estimate how fast water moves through it +
+

+ + +

Watersheds (discrete zones), Slope (continuous variable): Mean slope for each watershed +

+ +
+

Zonal statistics: category data

+
    +
  • Agregates discrete data to discrete areas +
  • Land use analysis example: map prevailing land cover for each watershed +
+

+ + +

Watersheds (discrete zones), Land cover 1996 (discrete variable): Most common land cover +

HI developed, LI developed, Southern pine, Hardwoods, Cultivated Herbaceous +

+ +
+

Neighborhood operations

+
    +
  • Value at a grid cell is function of the values at neighboring grid cells +
  • Grid cell neighborhood is defined by a moving window, square or circular +
  • Same rules apply for continuous and discrete data as for global and zonal stats +
  • Basic univariate statistics, filters, image processing +
+
+ +
+

Neighborhood operations: smoothing

+

Smoothing noise in DEM: mean with 5x5 window +

+
+

+ +
+

Neighborhood operations: diversity

+

Number of different landuse classes in 7x7 window +

+ +
+ +

+
+ +
+

Neighborhood operations: diversity

+

Map areas with homogeneous (single category) land use and its land use category +

r.mapcalc "lu_singlecat = if(lu_diversity == 1, landuse, null())" +

+

+
+ +
+

Raster map algebra

+

+Computes a new raster map using an expression built by applying logical and/or arithmetic operators, +or mathematical functions to existing raster maps: +

+newmap = expression (map1, map2, ...map3) +

+Local operation: Expression is applied on per-cell basis +

+ +
+

Raster map algebra

+

+Each software has its own syntax, operators and functions +

    +
  • Logical operators and functions: +
      +
    • less than, equal, +
    • and, or, not, ...; +
    • if(x), if(x,a,b) +
    +

    +

  • Arithmetic Operators +
      +
    • +, -, *, / +
    +

    +

  • Mathematical Functions: +
      +
    • exp(x,y), sin(x), log(x) +
    • min(x1,x2,..), max(), median() +
    +

    See GRASS GIS map algebra manual page +for extensive set of supported operators and mathematical functions +

+ +
+

Map algebra: logical expressions

+

+

    +
  • apply to continuous and discrete (category) data and their combination +
  • reclassification, sub-setting, masking, overlays +
  • Example: extract map of elevations in all forested areas with elevation > 120m +
+

GRASS GIS expression +

forest_z = if(landc==5 && elev > 120., elev, null())

+
+ +
+

Map algebra: logical expressions

+

forest_z = if(landc==5 && elev > 120., elev, null())

+

+ + + +

How will the map look like if we use OR (||) instead of AND (&&) ? +

+ +
+

Map algebra: arithmetic operators

+

Integer and floating point matters for arithmetic expressions: +

    +
  • F(map1_int, map2_int) -> map_int +
  • F(map1_int, map2_fp) -> map_fp +

    +

  • Example: compute NDVI from Landsat7 integer maps using tm4, tm3 bands +
  • ndvi=(tm4-tm3)/(tm4+tm3) +
  • ndvi=float(tm4-tm3)/float(tm4+tm3) +
  • ndvi=1.*(tm4-tm3)/(tm4+tm3) +
+
+ +
+

Raster map algebra: int and fp

+

ndvi=(tm4-tm3)/(tm4+tm3) +

+ + + +

This is to illustrate the arithmentic operators, +note that various vegetation indices are usually implemented +as a separate module, e.g. i.vi in GRASS GIS +

+ +
+

Raster map algebra: int and fp

+

ndvi=float(tm4-tm3)/float(tm4+tm3) +

+ + + +

This is to illustrate the arithmentic operators, +note that various vegetation indices are usually implemented +as a separate module, e.g. i.vi in GRASS GIS +

+ +
+

Raster map algebra: math functions

+

+Example: for all forested areas, compute sediment transport capacity $T$ using the following equation +

+$$T = A^{1.5} \sin \beta$$ +

where +

    +
  • $A$ is contributing area per unit width +
  • $\beta$ is slope +
+

GRASS GIS expression

+

+t_sed = if(landc==5, exp(area,1.5) * sin(slope), null()) +

+ +
+

Map algebra: math functions

+

Generate a plane related to existing surface +

    +
  • equation for a plane: $z = ax + by$ +
  • in map algebra: plane = a*row() + b*col() +
  • tilt and elevation adjusted to intersect a DEM +
  • tiltplane = 0.2*(0.1*row()+col())+50 +
  • cut off plane over 2m above elevation surface +
  • tiltpl_elev = if(tiltplane < elev_lid792_1m + 2,tiltplane,null()) +
+
+ +
+

Map algebra: math functions

+

Generate a plane related to existing surface +

+ + +

+ +
+

Raster map algebra: null data

+

+

    +
  • Raster maps can include NULL data (no-data), each software has its own rules how to handle them in map algebra operations +
  • General rule: If a cell is null in at least one map (variable) then it is null in the resulting map +
  • "If “ statements can test for null and/or assign a cell null value based on the if condition +
  • Special operators can be implemented to extend the rules applied to nulls +
+
+ +
+

Example: null data handling

+

+Compute average elevation from 30m SRTM and one tile of 6m NCFlood DEM +

elev_avg=(elev_srtm_30m+elevlid_D782_6m)/2.

+

+

+
+ +
+

Example: null data handling

+

+Compute average elevation from 30m SRTM and one tile of 6m NCFlood DEM +

elev_avg=(elev_srtm_30m+elevlid_D782_6m)/2.

+ +

Use “if” statement to limit the computation to no-NULL areas

+
+ +
+

Mosaicking and Patching

+
    +
  • Mosaicking: Merging several neighboring raster maps into a single raster +
  • Issues: resolution, alignment, no-data slivers due to projection +

    +

  • Patching: “Filling-in” nulls in base raster map with values from additional raster maps +
  • Merging several features within a single raster layer, order of maps matters +
+
+ +
+

Mosaicking

+Merging several neighboring raster maps (tiles) into a single raster (mosaic) +

+

+

Check the seams with aspect. If reprojection is needed, first mosaic, then reproject to avoid potential +no-data slivers that need to be interpolated +

+ +
+

Patching

+Merging several features within a single raster, e.g., for draping over DEM in 3D view +

+ + + +

Start with the map with most nulls (lakes), fill them in with values from additional raster map (elevation) +and assign relevant color ramp +

+ +
+

Reclassification

+
    +
  • Reclassification / recoding: transformation rules used to convert between raster value types and classes +
  • change interval or list of values $(w_i, w_j)$ to a new value $v_k$ or interval of values $(v_k,v_l)$ +
  • Types of intervals: +

    +

      +
    • Equal value +
    • Natural breaks (based on histogram breaks) +
    • Equal area (histogram equalized) +
    +
+
+ +
+

Reclassification example

+

Aspect: linear reclassification of continuous values in degrees to discrete classes in cardinal directions +

+ + +0- 45 = 4 East, 45-135 = 1 North, 135-225 = 2 West, 225-315 = 3 South, 315-360 = 4 East, +

+ +
+

Reclassification example

+

Slope: linear reclassification of continuous values to discrete classes +

+ + + + +Slope intervals are same for each class, are computed as max_slope/number_of_classes +leading to 6 classes with 7 degree interval +

+ +
+

Reclassification example

+

Slope: histogram equalized reclassification of continuous values to discrete classes +

+ + + + +Slope intervals for each class are computed based on cumulative histogram so that each class has approximately +the same area: 1-6 deg has six 1 degree intervals, 6-38 is a single interval +

+ +
+

Reclassification example

+

Rule-based Landcover to C-factor (soil erosion cover factor): categories to values in winter and summer +

+ + +Winter - 1 pond : 0.000, 2 forest : 0.0005, 3 developed : 0.000, 4 bare : 0.8, 5 paved road : 0.000, 6 dirt road : 0.500 +7 agriculture : 0.5, 8 grass = 0.005; Summer - 7 agriculture : 0.005 +

+ +
+

Summary

+
    +
  • global and zonal summary statistics for continuous and discrete data +
  • basic neighborhood operations +
  • map algebra +
  • reclassification of continuous values to discrete classes +
+
+ + + +
+ + ⌂ +
+ + +
+ +
+ + + + + + + + diff --git a/lectures/costsurfaces.html b/lectures/costsurfaces.html new file mode 100644 index 00000000..471c1b10 --- /dev/null +++ b/lectures/costsurfaces.html @@ -0,0 +1,718 @@ + + + + + + + + Lecture slides for GIS/MEA582 + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+
+

Geospatial Analysis

+

proximity, buffers, cost surfaces

+

+ Helena Mitasova

+

+ GIS/MEA582 Geospatial Modeling and Analysis + NCSU +

+
+ +
+

Learning objectives

+

+

    +
  • Understand different metrics for distance +

    +

  • Define buffer operation, discrete and continous buffers +

    +

  • Explain concept of cost surfaces +

    +

  • Understand least cost path +
+
+ +
+

Measuring distance

+

+

    +
  • Euclidean: shortest distance in plane +
  • Geodesic: shortest distance over curved surface, great circle on sphere: + orthodrome +
  • $L^p$ metrics on meshes or grids +
  • Linear referencing systems +
+
+ +
+

Measuring distance: spheroid

+
    +
  • Geodesic: shortest distance over curved surface +
  • Rhumbline: + constant bearing path, line in Mercator projection, not the shortest path +
+
+ +
+ +
+

Measuring distance: plane

+
    +
  • Generalized distance: $L^p$ metrics for measuring distance on meshes or grids +
  • distance between two points $a(x_1,y_1)$ and $b(x_2,y_2)$ +

    +

  • $d_p(a,b)=[(x_1-x_2)^p + (y_1-y_2)^p]^{1/p}$ +
      +
    • $p=2$ : Euclidean distance +
    • $p=1$ : Manhattan (Taxicab, City block) metric +
    +

    +

  • Linear Referencing Systems: +location is defined by its linear distance from a known point on a route +and distance is measured along segments of a network; used for roads, utilities, waterways +
+
+ +
+

Manhattan metrics

+Comparison of buffer pattern measured with Euclidean and Manhattan metric +

+ + + +

$d_1(a,b)=(x_1-x_2) + (y_1-y_2)$ +

+ +
+

Measuring distance in networks

+Linear Referencing Systems: distance along bus routes +

+ +

+ +
+

Measuring feature length

+

+

    +
  • what is the length of NC coastline? Neuse river? +
  • feature length is scale dependent +
  • vector model: length depends on level of detail captured by the vertices +
  • raster model: resolution and level of detail (grain) +

    +

  • natural features are often complex + fractals +
+
+ +
+

Measuring feature length

+Compare stream length from + +USGS NHD and a stream derived from a local 1m lidar-based DEM +

+ +

NHD streams mapped at 1:24000 scale, simplified geometry, leading to shorter length. + +

+ +
+

Measuring feature length

+Compare length of NC Coastline from NC GIS and from a World map 1:10M +

+ + +

World map scale 1km=0.1mm - narrow barrier islands are not represented +
Keep scale in mind when comparing length of features represented at different scales! +

+ +
+

Raster-based proximity to features

+
    +
  • discrete: +
      +
    • applies to raster representation of discrete features (points, lines, areas) +
    • creates discrete buffer zones from a given feature +
    • requires resolution sufficiently higher than the buffer widths +
    +

    +

  • continuous: +
      +
    • derives proximity raster from a given feature +
    • computes distances from a feature for every cell +
    • equivalent to cumulative cost surface with uniform cost=1 +
    • resolution controls the distance precision - step +
    +
+
+ +
+

Raster map buffer: points

+
    +
  • Task: map forested areas around schools +
  • Create discrete point buffers at selected distances +
+

+ + +

+ +
+

Raster map buffer: points

+
    +
  • Use map algebra to combine buffers with landcover +
+school_buf_forest = if(landcl98 == 5 && school_buff, school_buff, 0) +

+ +

+ +
+

Raster map buffer: areas

+
    +
  • Map developed areas within walking distance of lakes +
  • Use map algebra to combine buffers with landcover +
+lake_buf_dev = if(landcl98 == 1 && lake_buff, lake_buff, 0) +

+ +

+ +
+

Raster map buffer: lines

+
    +
  • Identify developed areas that may be impacted by noise from a highway: +
  • +Create buffers along the highway, combine with landcover using map algebra +
+noise = if(landuse96_28m==1 || landuse96_28m==2, roads_buffers, null()) +

+ + +

why 0 and not null? +

+ +
+

Raster map buffer: lines

+Identify schools and compute number of children potentially impacted by noise +Convert schools to raster using the school capacity attribute and use map algebra +to extract schools close to the highway +schools_noise = if(int(schoolscap_10m) && roads_buffers == 2, int(schoolscap_10m), null()) +

+

Map of developed areas and schools impacted by highway noise +

+ +
+

Continuous proximity raster

+Proximity surface represents +shortest path (distance) from each cell to the target point +

+

Derive continuous buffer as a subset with distance less than given threshold +

+ +
+

Continuous proximity raster

+To measure the proximity (distance), traverse the region in: +standard 8 directions, Knight 16 directions +

+ +

+ +
+

Continuous proximity raster

+Proximity surface represents +shortest path (distance) from each cell to the target line feature +

+

+ +
+

Cost surfaces

+

+Cumulative (accumulated) cost surface measures proximity based on cost: +

    +
  • raster representation of cumulative cost +of reaching the target point(s) from any location in the given region. +
+ +

+Input cost map +

    +
  • value assigned to a cell represents cost of traversing that cell, +
  • cost can be based on time, energy, price, etc. +
+
+ + +
+

Cost map

+If cost is spatially variable, we need to define cost to traverse each grid cell, +usually expressed as time $t[s]$ derived, for example, from: +

+

    +
  • speed data for driving, +
  • velocity estimates for flows, +
  • slope, vegetation and obstacles for walking on trails +
+
+ +
+

Cost map example

+

+Example: cost map derived as time $t[s]$ needed to traverse a $d[m]$ resolution grid cell +

+$$ t = d / v $$ +

+where, $v$ [m/s] is speed, approximated e.g., by speed limit stored in roads/streets data layer. +

+Cost map is computed using arithmetic expression in map algebra. +

+r.mapcalc "streets_travtime = 0.018641/streets_speed" + +

+ +
+

Cost map

+
    +
  • Speed limit and cost raster maps +
  • Cost is time $t$ [s] to traverse a 30m cell, off-road cells are assigned 5 mi/hr. +
+

+ +

Cost can be defined per grid cell or per map unit, depending on implementation +

+ +
+

Cumulative cost surface

+Cumulative cost surface represents the time to reach the target point A from anywhere in the region. +

+ +

The higher the hill the more time it takes to reach A (red point), highways are valleys, +blue points are firestations +

+ +
+

Least cost path

+
    +
  • using the cumulative cost surface, find the least cost (fastest) path to the target point +
  • least cost path follows the oposite directions used for creating the cumulative +cost surface: back-links +
  • similar to steepest slope line used for flow routing with terrain replaced by cost surface +
+
+ +
+

Least cost path between two points

+

Least cost path from a given point to the target follows gradient direction - backlinks +

+ +

+
+ +
+

Least cost path: back-link raster

+

+

    +
  • direction of least cost path to the target from all grid cells = backlink map +
  • equivalent to surface gradient direction (aspect) map +
+

+ +

Aspect map derived from the cumulative cost cost surface +using r.slope.aspect, colored consistently with Arc backlink output. Backling map from Amy Nau + +

+ +
+

Least cost path applications

+Locate the firestation that can reach the accident site $A$ on the highway the fastest and identify the shortest path: + +
    +
  • use query to extract cumulative cost (travel time) to A from all firestations, add the time +to the attribute table +
  • identify the firestation $F_1$ with the lowest cost +
  • trace the least cost path from $F_1$ to $A$ +
+ +

+

Example from the assignment shows two LCP, note the issue with overpass

+
+ +
+

Cost surface for walking

+Empirical equation to estimate time $t[s]$ to traverse a grid cell walking in complex terrain: +

+$$ +t = a\Delta s + b \Delta h_u + c \Delta h_{md} + d \Delta h_{sd} + w.f +$$ + +

    +
  • $a,b,c,d$ [s/m]: weights, functions of inverse speed $1/v$ +
  • $\Delta s$ [m]: distance across a grid cell +
  • $\Delta h_u, \Delta h_{md}, \Delta h_{sd}$ [m] - elevation difference upslope, moderate downslope and steep downslope +
  • $w.f$ [s]: added time needed to traverse a cell due to friction, $f$ is a friction map, $w$ is weight +
  • walking upslope and steep downslope increase cost, moderate downslope decreases cost. +
  • default values for $a,b,c,d$ are empirical coefficients, based on man walking effort at standard conditions. +
+ +
+ +
+

Input data for estimating cost

+Walking cost combines inputs derived from elevation $\Delta h_u, \Delta h_{md}, \Delta h_{sd}$, +land cover is used for friction map $f$. +

+ +

low friction: developed areas, streets and roads; moderate friction: forest; +extreme friction (barrier): lakes +

+ +
+

Cumulative cost surface

+Cumulative cost surface and isochrones to support search for lost person +last seen at point A. +

+ +

Step of the isochrones s 0.5 hr

+
+ +
+

Cumulative cost surface from lines

+Cumulative cost distance from major roads based on travel time (cost) estimated +from speed limit. Target is lines represented by set of points. +

+ + +

Compare with buffers - areas within the cost distance less than a given threshold

+
+ +
+

Least cost path applications

+
    +
  • find firefighters escape routes +
  • design optimal trails +
  • extract foredune ridge from coastal DEM +
  • find safe access routes during natural disaters (earthquakes, floods) +
  • estimate time for watewater to get to treatment plant from any point in sewershed +
+
+ +
+

Cumulative cost surface for monitoring

+
    +
  • Estimate time wastewater travels from source to wastewater plant +
  • Time ito traverse a grid cell is computed using flow velocity estimated by Mannings equation as function of roughness, flow depth and slope +
  • Important for interpeting measured concentrations of SARS-CoV2 in wastewater to +monitor trends in COVID-19 +
+
+ +
+

Monitoring pathogens

+

Time to wastewater plant from any location connected to sewer network and a sub-sewersheds map +

+ + +

+ +
+

Summary

+
    +
  • measuring distance is scale dependendent, different metrics can be defined +
  • buffers are used to analyze variables or features in proximity of points, lines and areas +
  • cumulative cost surfaces measure proximity based on cost +
  • least cost path finds optimized route based on cumulative cost surface +
+
+ +
+ + ⌂ +
+ +
+ +
+ + + + + + + + diff --git a/lectures/css/print/paper.css b/lectures/css/print/paper.css new file mode 100644 index 00000000..6588f48e --- /dev/null +++ b/lectures/css/print/paper.css @@ -0,0 +1,202 @@ +/* Default Print Stylesheet Template + by Rob Glazebrook of CSSnewbie.com + Last Updated: June 4, 2008 + + Feel free (nay, compelled) to edit, append, and + manipulate this file as you see fit. */ + + +@media print { + + /* SECTION 1: Set default width, margin, float, and + background. This prevents elements from extending + beyond the edge of the printed page, and prevents + unnecessary background images from printing */ + html { + background: #fff; + width: auto; + height: auto; + overflow: visible; + } + body { + background: #fff; + font-size: 20pt; + width: auto; + height: auto; + border: 0; + margin: 0 5%; + padding: 0; + overflow: visible; + float: none !important; + } + + /* SECTION 2: Remove any elements not needed in print. + This would include navigation, ads, sidebars, etc. */ + .nestedarrow, + .controls, + .fork-reveal, + .share-reveal, + .state-background, + .reveal .progress, + .reveal .backgrounds { + display: none !important; + } + + /* SECTION 3: Set body font face, size, and color. + Consider using a serif font for readability. */ + body, p, td, li, div { + font-size: 20pt!important; + font-family: Georgia, "Times New Roman", Times, serif !important; + color: #000; + } + + /* SECTION 4: Set heading font face, sizes, and color. + Differentiate your headings from your body text. + Perhaps use a large sans-serif for distinction. */ + h1,h2,h3,h4,h5,h6 { + color: #000!important; + height: auto; + line-height: normal; + font-family: Georgia, "Times New Roman", Times, serif !important; + text-shadow: 0 0 0 #000 !important; + text-align: left; + letter-spacing: normal; + } + /* Need to reduce the size of the fonts for printing */ + h1 { font-size: 28pt !important; } + h2 { font-size: 24pt !important; } + h3 { font-size: 22pt !important; } + h4 { font-size: 22pt !important; font-variant: small-caps; } + h5 { font-size: 21pt !important; } + h6 { font-size: 20pt !important; font-style: italic; } + + /* SECTION 5: Make hyperlinks more usable. + Ensure links are underlined, and consider appending + the URL to the end of the link for usability. */ + a:link, + a:visited { + color: #000 !important; + font-weight: bold; + text-decoration: underline; + } + /* + .reveal a:link:after, + .reveal a:visited:after { + content: " (" attr(href) ") "; + color: #222 !important; + font-size: 90%; + } + */ + + + /* SECTION 6: more reveal.js specific additions by @skypanther */ + ul, ol, div, p { + visibility: visible; + position: static; + width: auto; + height: auto; + display: block; + overflow: visible; + margin: 0; + text-align: left !important; + } + .reveal pre, + .reveal table { + margin-left: 0; + margin-right: 0; + } + .reveal pre code { + padding: 20px; + border: 1px solid #ddd; + } + .reveal blockquote { + margin: 20px 0; + } + .reveal .slides { + position: static !important; + width: auto !important; + height: auto !important; + + left: 0 !important; + top: 0 !important; + margin-left: 0 !important; + margin-top: 0 !important; + padding: 0 !important; + zoom: 1 !important; + + overflow: visible !important; + display: block !important; + + text-align: left !important; + -webkit-perspective: none; + -moz-perspective: none; + -ms-perspective: none; + perspective: none; + + -webkit-perspective-origin: 50% 50%; + -moz-perspective-origin: 50% 50%; + -ms-perspective-origin: 50% 50%; + perspective-origin: 50% 50%; + } + .reveal .slides section { + visibility: visible !important; + position: static !important; + width: auto !important; + height: auto !important; + display: block !important; + overflow: visible !important; + + left: 0 !important; + top: 0 !important; + margin-left: 0 !important; + margin-top: 0 !important; + padding: 60px 20px !important; + z-index: auto !important; + + opacity: 1 !important; + + page-break-after: always !important; + + -webkit-transform-style: flat !important; + -moz-transform-style: flat !important; + -ms-transform-style: flat !important; + transform-style: flat !important; + + -webkit-transform: none !important; + -moz-transform: none !important; + -ms-transform: none !important; + transform: none !important; + + -webkit-transition: none !important; + -moz-transition: none !important; + -ms-transition: none !important; + transition: none !important; + } + .reveal .slides section.stack { + padding: 0 !important; + } + .reveal section:last-of-type { + page-break-after: avoid !important; + } + .reveal section .fragment { + opacity: 1 !important; + visibility: visible !important; + + -webkit-transform: none !important; + -moz-transform: none !important; + -ms-transform: none !important; + transform: none !important; + } + .reveal section img { + display: block; + margin: 15px 0px; + background: rgba(255,255,255,1); + border: 1px solid #666; + box-shadow: none; + } + + .reveal section small { + font-size: 0.8em; + } + +} \ No newline at end of file diff --git a/lectures/css/print/pdf.css b/lectures/css/print/pdf.css new file mode 100644 index 00000000..9ed90d6a --- /dev/null +++ b/lectures/css/print/pdf.css @@ -0,0 +1,160 @@ +/** + * This stylesheet is used to print reveal.js + * presentations to PDF. + * + * https://github.com/hakimel/reveal.js#pdf-export + */ + +* { + -webkit-print-color-adjust: exact; +} + +body { + margin: 0 auto !important; + border: 0; + padding: 0; + float: none !important; + overflow: visible; +} + +html { + width: 100%; + height: 100%; + overflow: visible; +} + +/* Remove any elements not needed in print. */ +.nestedarrow, +.reveal .controls, +.reveal .progress, +.reveal .playback, +.reveal.overview, +.fork-reveal, +.share-reveal, +.state-background { + display: none !important; +} + +h1, h2, h3, h4, h5, h6 { + text-shadow: 0 0 0 #000 !important; +} + +.reveal pre code { + overflow: hidden !important; + font-family: Courier, 'Courier New', monospace !important; +} + +ul, ol, div, p { + visibility: visible; + position: static; + width: auto; + height: auto; + display: block; + overflow: visible; + margin: auto; +} +.reveal { + width: auto !important; + height: auto !important; + overflow: hidden !important; +} +.reveal .slides { + position: static; + width: 100%; + height: auto; + + left: auto; + top: auto; + margin: 0 !important; + padding: 0 !important; + + overflow: visible; + display: block; + + -webkit-perspective: none; + -moz-perspective: none; + -ms-perspective: none; + perspective: none; + + -webkit-perspective-origin: 50% 50%; /* there isn't a none/auto value but 50-50 is the default */ + -moz-perspective-origin: 50% 50%; + -ms-perspective-origin: 50% 50%; + perspective-origin: 50% 50%; +} + +.reveal .slides section { + page-break-after: always !important; + + visibility: visible !important; + position: relative !important; + display: block !important; + position: relative !important; + + margin: 0 !important; + padding: 0 !important; + box-sizing: border-box !important; + min-height: 1px; + + opacity: 1 !important; + + -webkit-transform-style: flat !important; + -moz-transform-style: flat !important; + -ms-transform-style: flat !important; + transform-style: flat !important; + + -webkit-transform: none !important; + -moz-transform: none !important; + -ms-transform: none !important; + transform: none !important; +} + +.reveal section.stack { + margin: 0 !important; + padding: 0 !important; + page-break-after: avoid !important; + height: auto !important; + min-height: auto !important; +} + +.reveal img { + box-shadow: none; +} + +.reveal .roll { + overflow: visible; + line-height: 1em; +} + +/* Slide backgrounds are placed inside of their slide when exporting to PDF */ +.reveal section .slide-background { + display: block !important; + position: absolute; + top: 0; + left: 0; + width: 100%; + z-index: -1; +} + +/* All elements should be above the slide-background */ +.reveal section>* { + position: relative; + z-index: 1; +} + +/* Display slide speaker notes when 'showNotes' is enabled */ +.reveal .speaker-notes-pdf { + display: block; + width: 100%; + max-height: none; + left: auto; + top: auto; + z-index: 100; +} + +/* Display slide numbers when 'slideNumber' is enabled */ +.reveal .slide-number-pdf { + display: block; + position: absolute; + font-size: 14px; +} + diff --git a/lectures/css/reveal.css b/lectures/css/reveal.css new file mode 100644 index 00000000..b2030745 --- /dev/null +++ b/lectures/css/reveal.css @@ -0,0 +1,1331 @@ +/*! + * reveal.js + * http://lab.hakim.se/reveal-js + * MIT licensed + * + * Copyright (C) 2016 Hakim El Hattab, http://hakim.se + */ +/********************************************* + * RESET STYLES + *********************************************/ +html, body, .reveal div, .reveal span, .reveal applet, .reveal object, .reveal iframe, +.reveal h1, .reveal h2, .reveal h3, .reveal h4, .reveal h5, .reveal h6, .reveal p, .reveal blockquote, .reveal pre, +.reveal a, .reveal abbr, .reveal acronym, .reveal address, .reveal big, .reveal cite, .reveal code, +.reveal del, .reveal dfn, .reveal em, .reveal img, .reveal ins, .reveal kbd, .reveal q, .reveal s, .reveal samp, +.reveal small, .reveal strike, .reveal strong, .reveal sub, .reveal sup, .reveal tt, .reveal var, +.reveal b, .reveal u, .reveal center, +.reveal dl, .reveal dt, .reveal dd, .reveal ol, .reveal ul, .reveal li, +.reveal fieldset, .reveal form, .reveal label, .reveal legend, +.reveal table, .reveal caption, .reveal tbody, .reveal tfoot, .reveal thead, .reveal tr, .reveal th, .reveal td, +.reveal article, .reveal aside, .reveal canvas, .reveal details, .reveal embed, +.reveal figure, .reveal figcaption, .reveal footer, .reveal header, .reveal hgroup, +.reveal menu, .reveal nav, .reveal output, .reveal ruby, .reveal section, .reveal summary, +.reveal time, .reveal mark, .reveal audio, .reveal video { + margin: 0; + padding: 0; + border: 0; + font-size: 100%; + font: inherit; + vertical-align: baseline; } + +.reveal article, .reveal aside, .reveal details, .reveal figcaption, .reveal figure, +.reveal footer, .reveal header, .reveal hgroup, .reveal menu, .reveal nav, .reveal section { + display: block; } + +/********************************************* + * GLOBAL STYLES + *********************************************/ +html, +body { + width: 100%; + height: 100%; + overflow: hidden; } + +body { + position: relative; + line-height: 1; + background-color: #fff; + color: #000; } + +html:-webkit-full-screen-ancestor { + background-color: inherit; } + +html:-moz-full-screen-ancestor { + background-color: inherit; } + +/********************************************* + * VIEW FRAGMENTS + *********************************************/ +.reveal .slides section .fragment { + opacity: 0; + visibility: hidden; + -webkit-transition: all .2s ease; + transition: all .2s ease; } + .reveal .slides section .fragment.visible { + opacity: 1; + visibility: visible; } + +.reveal .slides section .fragment.grow { + opacity: 1; + visibility: visible; } + .reveal .slides section .fragment.grow.visible { + -webkit-transform: scale(1.3); + transform: scale(1.3); } + +.reveal .slides section .fragment.shrink { + opacity: 1; + visibility: visible; } + .reveal .slides section .fragment.shrink.visible { + -webkit-transform: scale(0.7); + transform: scale(0.7); } + +.reveal .slides section .fragment.zoom-in { + -webkit-transform: scale(0.1); + transform: scale(0.1); } + .reveal .slides section .fragment.zoom-in.visible { + -webkit-transform: none; + transform: none; } + +.reveal .slides section .fragment.fade-out { + opacity: 1; + visibility: visible; } + .reveal .slides section .fragment.fade-out.visible { + opacity: 0; + visibility: hidden; } + +.reveal .slides section .fragment.semi-fade-out { + opacity: 1; + visibility: visible; } + .reveal .slides section .fragment.semi-fade-out.visible { + opacity: 0.5; + visibility: visible; } + +.reveal .slides section .fragment.strike { + opacity: 1; + visibility: visible; } + .reveal .slides section .fragment.strike.visible { + text-decoration: line-through; } + +.reveal .slides section .fragment.fade-up { + -webkit-transform: translate(0, 20%); + transform: translate(0, 20%); } + .reveal .slides section .fragment.fade-up.visible { + -webkit-transform: translate(0, 0); + transform: translate(0, 0); } + +.reveal .slides section .fragment.fade-down { + -webkit-transform: translate(0, -20%); + transform: translate(0, -20%); } + .reveal .slides section .fragment.fade-down.visible { + -webkit-transform: translate(0, 0); + transform: translate(0, 0); } + +.reveal .slides section .fragment.fade-right { + -webkit-transform: translate(-20%, 0); + transform: translate(-20%, 0); } + .reveal .slides section .fragment.fade-right.visible { + -webkit-transform: translate(0, 0); + transform: translate(0, 0); } + +.reveal .slides section .fragment.fade-left { + -webkit-transform: translate(20%, 0); + transform: translate(20%, 0); } + .reveal .slides section .fragment.fade-left.visible { + -webkit-transform: translate(0, 0); + transform: translate(0, 0); } + +.reveal .slides section .fragment.current-visible { + opacity: 0; + visibility: hidden; } + .reveal .slides section .fragment.current-visible.current-fragment { + opacity: 1; + visibility: visible; } + +.reveal .slides section .fragment.highlight-red, +.reveal .slides section .fragment.highlight-current-red, +.reveal .slides section .fragment.highlight-green, +.reveal .slides section .fragment.highlight-current-green, +.reveal .slides section .fragment.highlight-blue, +.reveal .slides section .fragment.highlight-current-blue { + opacity: 1; + visibility: visible; } + +.reveal .slides section .fragment.highlight-red.visible { + color: #ff2c2d; } + +.reveal .slides section .fragment.highlight-green.visible { + color: #17ff2e; } + +.reveal .slides section .fragment.highlight-blue.visible { + color: #1b91ff; } + +.reveal .slides section .fragment.highlight-current-red.current-fragment { + color: #ff2c2d; } + +.reveal .slides section .fragment.highlight-current-green.current-fragment { + color: #17ff2e; } + +.reveal .slides section .fragment.highlight-current-blue.current-fragment { + color: #1b91ff; } + +/********************************************* + * DEFAULT ELEMENT STYLES + *********************************************/ +/* Fixes issue in Chrome where italic fonts did not appear when printing to PDF */ +.reveal:after { + content: ''; + font-style: italic; } + +.reveal iframe { + z-index: 1; } + +/** Prevents layering issues in certain browser/transition combinations */ +.reveal a { + position: relative; } + +.reveal .stretch { + max-width: none; + max-height: none; } + +.reveal pre.stretch code { + height: 100%; + max-height: 100%; + box-sizing: border-box; } + +/********************************************* + * CONTROLS + *********************************************/ +.reveal .controls { + display: none; + position: fixed; + width: 110px; + height: 110px; + z-index: 30; + right: 10px; + bottom: 10px; + -webkit-user-select: none; } + +.reveal .controls button { + padding: 0; + position: absolute; + opacity: 0.05; + width: 0; + height: 0; + background-color: transparent; + border: 12px solid transparent; + -webkit-transform: scale(0.9999); + transform: scale(0.9999); + -webkit-transition: all 0.2s ease; + transition: all 0.2s ease; + -webkit-appearance: none; + -webkit-tap-highlight-color: transparent; } + +.reveal .controls .enabled { + opacity: 0.7; + cursor: pointer; } + +.reveal .controls .enabled:active { + margin-top: 1px; } + +.reveal .controls .navigate-left { + top: 42px; + border-right-width: 22px; + border-right-color: #000; } + +.reveal .controls .navigate-left.fragmented { + opacity: 0.3; } + +.reveal .controls .navigate-right { + left: 74px; + top: 42px; + border-left-width: 22px; + border-left-color: #000; } + +.reveal .controls .navigate-right.fragmented { + opacity: 0.3; } + +.reveal .controls .navigate-up { + left: 42px; + border-bottom-width: 22px; + border-bottom-color: #000; } + +.reveal .controls .navigate-up.fragmented { + opacity: 0.3; } + +.reveal .controls .navigate-down { + left: 42px; + top: 74px; + border-top-width: 22px; + border-top-color: #000; } + +.reveal .controls .navigate-down.fragmented { + opacity: 0.3; } + +/********************************************* + * PROGRESS BAR + *********************************************/ +.reveal .progress { + position: fixed; + display: none; + height: 3px; + width: 100%; + bottom: 0; + left: 0; + z-index: 10; + background-color: rgba(0, 0, 0, 0.2); } + +.reveal .progress:after { + content: ''; + display: block; + position: absolute; + height: 20px; + width: 100%; + top: -20px; } + +.reveal .progress span { + display: block; + height: 100%; + width: 0px; + background-color: #000; + -webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); } + +/********************************************* + * SLIDE NUMBER + *********************************************/ +.reveal .slide-number { + position: fixed; + display: block; + right: 8px; + bottom: 8px; + z-index: 31; + font-family: Helvetica, sans-serif; + font-size: 12px; + line-height: 1; + color: #fff; + background-color: rgba(0, 0, 0, 0.4); + padding: 5px; } + +.reveal .slide-number-delimiter { + margin: 0 3px; } + +/********************************************* + * SLIDES + *********************************************/ +.reveal { + position: relative; + width: 100%; + height: 100%; + overflow: hidden; + -ms-touch-action: none; + touch-action: none; } + +.reveal .slides { + position: absolute; + width: 100%; + height: 100%; + top: 0; + right: 0; + bottom: 0; + left: 0; + margin: auto; + overflow: visible; + z-index: 1; + text-align: center; + -webkit-perspective: 600px; + perspective: 600px; + -webkit-perspective-origin: 50% 40%; + perspective-origin: 50% 40%; } + +.reveal .slides > section { + -ms-perspective: 600px; } + +.reveal .slides > section, +.reveal .slides > section > section { + display: none; + position: absolute; + width: 100%; + padding: 20px 0px; + z-index: 10; + -webkit-transform-style: preserve-3d; + transform-style: preserve-3d; + -webkit-transition: -webkit-transform-origin 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985), -webkit-transform 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985), visibility 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985), opacity 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + transition: transform-origin 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985), transform 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985), visibility 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985), opacity 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); } + +/* Global transition speed settings */ +.reveal[data-transition-speed="fast"] .slides section { + -webkit-transition-duration: 400ms; + transition-duration: 400ms; } + +.reveal[data-transition-speed="slow"] .slides section { + -webkit-transition-duration: 1200ms; + transition-duration: 1200ms; } + +/* Slide-specific transition speed overrides */ +.reveal .slides section[data-transition-speed="fast"] { + -webkit-transition-duration: 400ms; + transition-duration: 400ms; } + +.reveal .slides section[data-transition-speed="slow"] { + -webkit-transition-duration: 1200ms; + transition-duration: 1200ms; } + +.reveal .slides > section.stack { + padding-top: 0; + padding-bottom: 0; } + +.reveal .slides > section.present, +.reveal .slides > section > section.present { + display: block; + z-index: 11; + opacity: 1; } + +.reveal.center, +.reveal.center .slides, +.reveal.center .slides section { + min-height: 0 !important; } + +/* Don't allow interaction with invisible slides */ +.reveal .slides > section.future, +.reveal .slides > section > section.future, +.reveal .slides > section.past, +.reveal .slides > section > section.past { + pointer-events: none; } + +.reveal.overview .slides > section, +.reveal.overview .slides > section > section { + pointer-events: auto; } + +.reveal .slides > section.past, +.reveal .slides > section.future, +.reveal .slides > section > section.past, +.reveal .slides > section > section.future { + opacity: 0; } + +/********************************************* + * Mixins for readability of transitions + *********************************************/ +/********************************************* + * SLIDE TRANSITION + * Aliased 'linear' for backwards compatibility + *********************************************/ +.reveal.slide section { + -webkit-backface-visibility: hidden; + backface-visibility: hidden; } + +.reveal .slides > section[data-transition=slide].past, +.reveal .slides > section[data-transition~=slide-out].past, +.reveal.slide .slides > section:not([data-transition]).past { + -webkit-transform: translate(-150%, 0); + transform: translate(-150%, 0); } + +.reveal .slides > section[data-transition=slide].future, +.reveal .slides > section[data-transition~=slide-in].future, +.reveal.slide .slides > section:not([data-transition]).future { + -webkit-transform: translate(150%, 0); + transform: translate(150%, 0); } + +.reveal .slides > section > section[data-transition=slide].past, +.reveal .slides > section > section[data-transition~=slide-out].past, +.reveal.slide .slides > section > section:not([data-transition]).past { + -webkit-transform: translate(0, -150%); + transform: translate(0, -150%); } + +.reveal .slides > section > section[data-transition=slide].future, +.reveal .slides > section > section[data-transition~=slide-in].future, +.reveal.slide .slides > section > section:not([data-transition]).future { + -webkit-transform: translate(0, 150%); + transform: translate(0, 150%); } + +.reveal.linear section { + -webkit-backface-visibility: hidden; + backface-visibility: hidden; } + +.reveal .slides > section[data-transition=linear].past, +.reveal .slides > section[data-transition~=linear-out].past, +.reveal.linear .slides > section:not([data-transition]).past { + -webkit-transform: translate(-150%, 0); + transform: translate(-150%, 0); } + +.reveal .slides > section[data-transition=linear].future, +.reveal .slides > section[data-transition~=linear-in].future, +.reveal.linear .slides > section:not([data-transition]).future { + -webkit-transform: translate(150%, 0); + transform: translate(150%, 0); } + +.reveal .slides > section > section[data-transition=linear].past, +.reveal .slides > section > section[data-transition~=linear-out].past, +.reveal.linear .slides > section > section:not([data-transition]).past { + -webkit-transform: translate(0, -150%); + transform: translate(0, -150%); } + +.reveal .slides > section > section[data-transition=linear].future, +.reveal .slides > section > section[data-transition~=linear-in].future, +.reveal.linear .slides > section > section:not([data-transition]).future { + -webkit-transform: translate(0, 150%); + transform: translate(0, 150%); } + +/********************************************* + * CONVEX TRANSITION + * Aliased 'default' for backwards compatibility + *********************************************/ +.reveal .slides > section[data-transition=default].past, +.reveal .slides > section[data-transition~=default-out].past, +.reveal.default .slides > section:not([data-transition]).past { + -webkit-transform: translate3d(-100%, 0, 0) rotateY(-90deg) translate3d(-100%, 0, 0); + transform: translate3d(-100%, 0, 0) rotateY(-90deg) translate3d(-100%, 0, 0); } + +.reveal .slides > section[data-transition=default].future, +.reveal .slides > section[data-transition~=default-in].future, +.reveal.default .slides > section:not([data-transition]).future { + -webkit-transform: translate3d(100%, 0, 0) rotateY(90deg) translate3d(100%, 0, 0); + transform: translate3d(100%, 0, 0) rotateY(90deg) translate3d(100%, 0, 0); } + +.reveal .slides > section > section[data-transition=default].past, +.reveal .slides > section > section[data-transition~=default-out].past, +.reveal.default .slides > section > section:not([data-transition]).past { + -webkit-transform: translate3d(0, -300px, 0) rotateX(70deg) translate3d(0, -300px, 0); + transform: translate3d(0, -300px, 0) rotateX(70deg) translate3d(0, -300px, 0); } + +.reveal .slides > section > section[data-transition=default].future, +.reveal .slides > section > section[data-transition~=default-in].future, +.reveal.default .slides > section > section:not([data-transition]).future { + -webkit-transform: translate3d(0, 300px, 0) rotateX(-70deg) translate3d(0, 300px, 0); + transform: translate3d(0, 300px, 0) rotateX(-70deg) translate3d(0, 300px, 0); } + +.reveal .slides > section[data-transition=convex].past, +.reveal .slides > section[data-transition~=convex-out].past, +.reveal.convex .slides > section:not([data-transition]).past { + -webkit-transform: translate3d(-100%, 0, 0) rotateY(-90deg) translate3d(-100%, 0, 0); + transform: translate3d(-100%, 0, 0) rotateY(-90deg) translate3d(-100%, 0, 0); } + +.reveal .slides > section[data-transition=convex].future, +.reveal .slides > section[data-transition~=convex-in].future, +.reveal.convex .slides > section:not([data-transition]).future { + -webkit-transform: translate3d(100%, 0, 0) rotateY(90deg) translate3d(100%, 0, 0); + transform: translate3d(100%, 0, 0) rotateY(90deg) translate3d(100%, 0, 0); } + +.reveal .slides > section > section[data-transition=convex].past, +.reveal .slides > section > section[data-transition~=convex-out].past, +.reveal.convex .slides > section > section:not([data-transition]).past { + -webkit-transform: translate3d(0, -300px, 0) rotateX(70deg) translate3d(0, -300px, 0); + transform: translate3d(0, -300px, 0) rotateX(70deg) translate3d(0, -300px, 0); } + +.reveal .slides > section > section[data-transition=convex].future, +.reveal .slides > section > section[data-transition~=convex-in].future, +.reveal.convex .slides > section > section:not([data-transition]).future { + -webkit-transform: translate3d(0, 300px, 0) rotateX(-70deg) translate3d(0, 300px, 0); + transform: translate3d(0, 300px, 0) rotateX(-70deg) translate3d(0, 300px, 0); } + +/********************************************* + * CONCAVE TRANSITION + *********************************************/ +.reveal .slides > section[data-transition=concave].past, +.reveal .slides > section[data-transition~=concave-out].past, +.reveal.concave .slides > section:not([data-transition]).past { + -webkit-transform: translate3d(-100%, 0, 0) rotateY(90deg) translate3d(-100%, 0, 0); + transform: translate3d(-100%, 0, 0) rotateY(90deg) translate3d(-100%, 0, 0); } + +.reveal .slides > section[data-transition=concave].future, +.reveal .slides > section[data-transition~=concave-in].future, +.reveal.concave .slides > section:not([data-transition]).future { + -webkit-transform: translate3d(100%, 0, 0) rotateY(-90deg) translate3d(100%, 0, 0); + transform: translate3d(100%, 0, 0) rotateY(-90deg) translate3d(100%, 0, 0); } + +.reveal .slides > section > section[data-transition=concave].past, +.reveal .slides > section > section[data-transition~=concave-out].past, +.reveal.concave .slides > section > section:not([data-transition]).past { + -webkit-transform: translate3d(0, -80%, 0) rotateX(-70deg) translate3d(0, -80%, 0); + transform: translate3d(0, -80%, 0) rotateX(-70deg) translate3d(0, -80%, 0); } + +.reveal .slides > section > section[data-transition=concave].future, +.reveal .slides > section > section[data-transition~=concave-in].future, +.reveal.concave .slides > section > section:not([data-transition]).future { + -webkit-transform: translate3d(0, 80%, 0) rotateX(70deg) translate3d(0, 80%, 0); + transform: translate3d(0, 80%, 0) rotateX(70deg) translate3d(0, 80%, 0); } + +/********************************************* + * ZOOM TRANSITION + *********************************************/ +.reveal .slides section[data-transition=zoom], +.reveal.zoom .slides section:not([data-transition]) { + -webkit-transition-timing-function: ease; + transition-timing-function: ease; } + +.reveal .slides > section[data-transition=zoom].past, +.reveal .slides > section[data-transition~=zoom-out].past, +.reveal.zoom .slides > section:not([data-transition]).past { + visibility: hidden; + -webkit-transform: scale(16); + transform: scale(16); } + +.reveal .slides > section[data-transition=zoom].future, +.reveal .slides > section[data-transition~=zoom-in].future, +.reveal.zoom .slides > section:not([data-transition]).future { + visibility: hidden; + -webkit-transform: scale(0.2); + transform: scale(0.2); } + +.reveal .slides > section > section[data-transition=zoom].past, +.reveal .slides > section > section[data-transition~=zoom-out].past, +.reveal.zoom .slides > section > section:not([data-transition]).past { + -webkit-transform: translate(0, -150%); + transform: translate(0, -150%); } + +.reveal .slides > section > section[data-transition=zoom].future, +.reveal .slides > section > section[data-transition~=zoom-in].future, +.reveal.zoom .slides > section > section:not([data-transition]).future { + -webkit-transform: translate(0, 150%); + transform: translate(0, 150%); } + +/********************************************* + * CUBE TRANSITION + *********************************************/ +.reveal.cube .slides { + -webkit-perspective: 1300px; + perspective: 1300px; } + +.reveal.cube .slides section { + padding: 30px; + min-height: 700px; + -webkit-backface-visibility: hidden; + backface-visibility: hidden; + box-sizing: border-box; } + +.reveal.center.cube .slides section { + min-height: 0; } + +.reveal.cube .slides section:not(.stack):before { + content: ''; + position: absolute; + display: block; + width: 100%; + height: 100%; + left: 0; + top: 0; + background: rgba(0, 0, 0, 0.1); + border-radius: 4px; + -webkit-transform: translateZ(-20px); + transform: translateZ(-20px); } + +.reveal.cube .slides section:not(.stack):after { + content: ''; + position: absolute; + display: block; + width: 90%; + height: 30px; + left: 5%; + bottom: 0; + background: none; + z-index: 1; + border-radius: 4px; + box-shadow: 0px 95px 25px rgba(0, 0, 0, 0.2); + -webkit-transform: translateZ(-90px) rotateX(65deg); + transform: translateZ(-90px) rotateX(65deg); } + +.reveal.cube .slides > section.stack { + padding: 0; + background: none; } + +.reveal.cube .slides > section.past { + -webkit-transform-origin: 100% 0%; + transform-origin: 100% 0%; + -webkit-transform: translate3d(-100%, 0, 0) rotateY(-90deg); + transform: translate3d(-100%, 0, 0) rotateY(-90deg); } + +.reveal.cube .slides > section.future { + -webkit-transform-origin: 0% 0%; + transform-origin: 0% 0%; + -webkit-transform: translate3d(100%, 0, 0) rotateY(90deg); + transform: translate3d(100%, 0, 0) rotateY(90deg); } + +.reveal.cube .slides > section > section.past { + -webkit-transform-origin: 0% 100%; + transform-origin: 0% 100%; + -webkit-transform: translate3d(0, -100%, 0) rotateX(90deg); + transform: translate3d(0, -100%, 0) rotateX(90deg); } + +.reveal.cube .slides > section > section.future { + -webkit-transform-origin: 0% 0%; + transform-origin: 0% 0%; + -webkit-transform: translate3d(0, 100%, 0) rotateX(-90deg); + transform: translate3d(0, 100%, 0) rotateX(-90deg); } + +/********************************************* + * PAGE TRANSITION + *********************************************/ +.reveal.page .slides { + -webkit-perspective-origin: 0% 50%; + perspective-origin: 0% 50%; + -webkit-perspective: 3000px; + perspective: 3000px; } + +.reveal.page .slides section { + padding: 30px; + min-height: 700px; + box-sizing: border-box; } + +.reveal.page .slides section.past { + z-index: 12; } + +.reveal.page .slides section:not(.stack):before { + content: ''; + position: absolute; + display: block; + width: 100%; + height: 100%; + left: 0; + top: 0; + background: rgba(0, 0, 0, 0.1); + -webkit-transform: translateZ(-20px); + transform: translateZ(-20px); } + +.reveal.page .slides section:not(.stack):after { + content: ''; + position: absolute; + display: block; + width: 90%; + height: 30px; + left: 5%; + bottom: 0; + background: none; + z-index: 1; + border-radius: 4px; + box-shadow: 0px 95px 25px rgba(0, 0, 0, 0.2); + -webkit-transform: translateZ(-90px) rotateX(65deg); } + +.reveal.page .slides > section.stack { + padding: 0; + background: none; } + +.reveal.page .slides > section.past { + -webkit-transform-origin: 0% 0%; + transform-origin: 0% 0%; + -webkit-transform: translate3d(-40%, 0, 0) rotateY(-80deg); + transform: translate3d(-40%, 0, 0) rotateY(-80deg); } + +.reveal.page .slides > section.future { + -webkit-transform-origin: 100% 0%; + transform-origin: 100% 0%; + -webkit-transform: translate3d(0, 0, 0); + transform: translate3d(0, 0, 0); } + +.reveal.page .slides > section > section.past { + -webkit-transform-origin: 0% 0%; + transform-origin: 0% 0%; + -webkit-transform: translate3d(0, -40%, 0) rotateX(80deg); + transform: translate3d(0, -40%, 0) rotateX(80deg); } + +.reveal.page .slides > section > section.future { + -webkit-transform-origin: 0% 100%; + transform-origin: 0% 100%; + -webkit-transform: translate3d(0, 0, 0); + transform: translate3d(0, 0, 0); } + +/********************************************* + * FADE TRANSITION + *********************************************/ +.reveal .slides section[data-transition=fade], +.reveal.fade .slides section:not([data-transition]), +.reveal.fade .slides > section > section:not([data-transition]) { + -webkit-transform: none; + transform: none; + -webkit-transition: opacity 0.5s; + transition: opacity 0.5s; } + +.reveal.fade.overview .slides section, +.reveal.fade.overview .slides > section > section { + -webkit-transition: none; + transition: none; } + +/********************************************* + * NO TRANSITION + *********************************************/ +.reveal .slides section[data-transition=none], +.reveal.none .slides section:not([data-transition]) { + -webkit-transform: none; + transform: none; + -webkit-transition: none; + transition: none; } + +/********************************************* + * PAUSED MODE + *********************************************/ +.reveal .pause-overlay { + position: absolute; + top: 0; + left: 0; + width: 100%; + height: 100%; + background: black; + visibility: hidden; + opacity: 0; + z-index: 100; + -webkit-transition: all 1s ease; + transition: all 1s ease; } + +.reveal.paused .pause-overlay { + visibility: visible; + opacity: 1; } + +/********************************************* + * FALLBACK + *********************************************/ +.no-transforms { + overflow-y: auto; } + +.no-transforms .reveal .slides { + position: relative; + width: 80%; + height: auto !important; + top: 0; + left: 50%; + margin: 0; + text-align: center; } + +.no-transforms .reveal .controls, +.no-transforms .reveal .progress { + display: none !important; } + +.no-transforms .reveal .slides section { + display: block !important; + opacity: 1 !important; + position: relative !important; + height: auto; + min-height: 0; + top: 0; + left: -50%; + margin: 70px 0; + -webkit-transform: none; + transform: none; } + +.no-transforms .reveal .slides section section { + left: 0; } + +.reveal .no-transition, +.reveal .no-transition * { + -webkit-transition: none !important; + transition: none !important; } + +/********************************************* + * PER-SLIDE BACKGROUNDS + *********************************************/ +.reveal .backgrounds { + position: absolute; + width: 100%; + height: 100%; + top: 0; + left: 0; + -webkit-perspective: 600px; + perspective: 600px; } + +.reveal .slide-background { + display: none; + position: absolute; + width: 100%; + height: 100%; + opacity: 0; + visibility: hidden; + background-color: transparent; + background-position: 50% 50%; + background-repeat: no-repeat; + background-size: cover; + -webkit-transition: all 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + transition: all 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); } + +.reveal .slide-background.stack { + display: block; } + +.reveal .slide-background.present { + opacity: 1; + visibility: visible; } + +.print-pdf .reveal .slide-background { + opacity: 1 !important; + visibility: visible !important; } + +/* Video backgrounds */ +.reveal .slide-background video { + position: absolute; + width: 100%; + height: 100%; + max-width: none; + max-height: none; + top: 0; + left: 0; } + +/* Immediate transition style */ +.reveal[data-background-transition=none] > .backgrounds .slide-background, +.reveal > .backgrounds .slide-background[data-background-transition=none] { + -webkit-transition: none; + transition: none; } + +/* Slide */ +.reveal[data-background-transition=slide] > .backgrounds .slide-background, +.reveal > .backgrounds .slide-background[data-background-transition=slide] { + opacity: 1; + -webkit-backface-visibility: hidden; + backface-visibility: hidden; } + +.reveal[data-background-transition=slide] > .backgrounds .slide-background.past, +.reveal > .backgrounds .slide-background.past[data-background-transition=slide] { + -webkit-transform: translate(-100%, 0); + transform: translate(-100%, 0); } + +.reveal[data-background-transition=slide] > .backgrounds .slide-background.future, +.reveal > .backgrounds .slide-background.future[data-background-transition=slide] { + -webkit-transform: translate(100%, 0); + transform: translate(100%, 0); } + +.reveal[data-background-transition=slide] > .backgrounds .slide-background > .slide-background.past, +.reveal > .backgrounds .slide-background > .slide-background.past[data-background-transition=slide] { + -webkit-transform: translate(0, -100%); + transform: translate(0, -100%); } + +.reveal[data-background-transition=slide] > .backgrounds .slide-background > .slide-background.future, +.reveal > .backgrounds .slide-background > .slide-background.future[data-background-transition=slide] { + -webkit-transform: translate(0, 100%); + transform: translate(0, 100%); } + +/* Convex */ +.reveal[data-background-transition=convex] > .backgrounds .slide-background.past, +.reveal > .backgrounds .slide-background.past[data-background-transition=convex] { + opacity: 0; + -webkit-transform: translate3d(-100%, 0, 0) rotateY(-90deg) translate3d(-100%, 0, 0); + transform: translate3d(-100%, 0, 0) rotateY(-90deg) translate3d(-100%, 0, 0); } + +.reveal[data-background-transition=convex] > .backgrounds .slide-background.future, +.reveal > .backgrounds .slide-background.future[data-background-transition=convex] { + opacity: 0; + -webkit-transform: translate3d(100%, 0, 0) rotateY(90deg) translate3d(100%, 0, 0); + transform: translate3d(100%, 0, 0) rotateY(90deg) translate3d(100%, 0, 0); } + +.reveal[data-background-transition=convex] > .backgrounds .slide-background > .slide-background.past, +.reveal > .backgrounds .slide-background > .slide-background.past[data-background-transition=convex] { + opacity: 0; + -webkit-transform: translate3d(0, -100%, 0) rotateX(90deg) translate3d(0, -100%, 0); + transform: translate3d(0, -100%, 0) rotateX(90deg) translate3d(0, -100%, 0); } + +.reveal[data-background-transition=convex] > .backgrounds .slide-background > .slide-background.future, +.reveal > .backgrounds .slide-background > .slide-background.future[data-background-transition=convex] { + opacity: 0; + -webkit-transform: translate3d(0, 100%, 0) rotateX(-90deg) translate3d(0, 100%, 0); + transform: translate3d(0, 100%, 0) rotateX(-90deg) translate3d(0, 100%, 0); } + +/* Concave */ +.reveal[data-background-transition=concave] > .backgrounds .slide-background.past, +.reveal > .backgrounds .slide-background.past[data-background-transition=concave] { + opacity: 0; + -webkit-transform: translate3d(-100%, 0, 0) rotateY(90deg) translate3d(-100%, 0, 0); + transform: translate3d(-100%, 0, 0) rotateY(90deg) translate3d(-100%, 0, 0); } + +.reveal[data-background-transition=concave] > .backgrounds .slide-background.future, +.reveal > .backgrounds .slide-background.future[data-background-transition=concave] { + opacity: 0; + -webkit-transform: translate3d(100%, 0, 0) rotateY(-90deg) translate3d(100%, 0, 0); + transform: translate3d(100%, 0, 0) rotateY(-90deg) translate3d(100%, 0, 0); } + +.reveal[data-background-transition=concave] > .backgrounds .slide-background > .slide-background.past, +.reveal > .backgrounds .slide-background > .slide-background.past[data-background-transition=concave] { + opacity: 0; + -webkit-transform: translate3d(0, -100%, 0) rotateX(-90deg) translate3d(0, -100%, 0); + transform: translate3d(0, -100%, 0) rotateX(-90deg) translate3d(0, -100%, 0); } + +.reveal[data-background-transition=concave] > .backgrounds .slide-background > .slide-background.future, +.reveal > .backgrounds .slide-background > .slide-background.future[data-background-transition=concave] { + opacity: 0; + -webkit-transform: translate3d(0, 100%, 0) rotateX(90deg) translate3d(0, 100%, 0); + transform: translate3d(0, 100%, 0) rotateX(90deg) translate3d(0, 100%, 0); } + +/* Zoom */ +.reveal[data-background-transition=zoom] > .backgrounds .slide-background, +.reveal > .backgrounds .slide-background[data-background-transition=zoom] { + -webkit-transition-timing-function: ease; + transition-timing-function: ease; } + +.reveal[data-background-transition=zoom] > .backgrounds .slide-background.past, +.reveal > .backgrounds .slide-background.past[data-background-transition=zoom] { + opacity: 0; + visibility: hidden; + -webkit-transform: scale(16); + transform: scale(16); } + +.reveal[data-background-transition=zoom] > .backgrounds .slide-background.future, +.reveal > .backgrounds .slide-background.future[data-background-transition=zoom] { + opacity: 0; + visibility: hidden; + -webkit-transform: scale(0.2); + transform: scale(0.2); } + +.reveal[data-background-transition=zoom] > .backgrounds .slide-background > .slide-background.past, +.reveal > .backgrounds .slide-background > .slide-background.past[data-background-transition=zoom] { + opacity: 0; + visibility: hidden; + -webkit-transform: scale(16); + transform: scale(16); } + +.reveal[data-background-transition=zoom] > .backgrounds .slide-background > .slide-background.future, +.reveal > .backgrounds .slide-background > .slide-background.future[data-background-transition=zoom] { + opacity: 0; + visibility: hidden; + -webkit-transform: scale(0.2); + transform: scale(0.2); } + +/* Global transition speed settings */ +.reveal[data-transition-speed="fast"] > .backgrounds .slide-background { + -webkit-transition-duration: 400ms; + transition-duration: 400ms; } + +.reveal[data-transition-speed="slow"] > .backgrounds .slide-background { + -webkit-transition-duration: 1200ms; + transition-duration: 1200ms; } + +/********************************************* + * OVERVIEW + *********************************************/ +.reveal.overview { + -webkit-perspective-origin: 50% 50%; + perspective-origin: 50% 50%; + -webkit-perspective: 700px; + perspective: 700px; } + .reveal.overview .slides section { + height: 100%; + top: 0 !important; + opacity: 1 !important; + overflow: hidden; + visibility: visible !important; + cursor: pointer; + box-sizing: border-box; } + .reveal.overview .slides section:hover, + .reveal.overview .slides section.present { + outline: 10px solid rgba(150, 150, 150, 0.4); + outline-offset: 10px; } + .reveal.overview .slides section .fragment { + opacity: 1; + -webkit-transition: none; + transition: none; } + .reveal.overview .slides section:after, + .reveal.overview .slides section:before { + display: none !important; } + .reveal.overview .slides > section.stack { + padding: 0; + top: 0 !important; + background: none; + outline: none; + overflow: visible; } + .reveal.overview .backgrounds { + -webkit-perspective: inherit; + perspective: inherit; } + .reveal.overview .backgrounds .slide-background { + opacity: 1; + visibility: visible; + outline: 10px solid rgba(150, 150, 150, 0.1); + outline-offset: 10px; } + +.reveal.overview .slides section, +.reveal.overview-deactivating .slides section { + -webkit-transition: none; + transition: none; } + +.reveal.overview .backgrounds .slide-background, +.reveal.overview-deactivating .backgrounds .slide-background { + -webkit-transition: none; + transition: none; } + +.reveal.overview-animated .slides { + -webkit-transition: -webkit-transform 0.4s ease; + transition: transform 0.4s ease; } + +/********************************************* + * RTL SUPPORT + *********************************************/ +.reveal.rtl .slides, +.reveal.rtl .slides h1, +.reveal.rtl .slides h2, +.reveal.rtl .slides h3, +.reveal.rtl .slides h4, +.reveal.rtl .slides h5, +.reveal.rtl .slides h6 { + direction: rtl; + font-family: sans-serif; } + +.reveal.rtl pre, +.reveal.rtl code { + direction: ltr; } + +.reveal.rtl ol, +.reveal.rtl ul { + text-align: right; } + +.reveal.rtl .progress span { + float: right; } + +/********************************************* + * PARALLAX BACKGROUND + *********************************************/ +.reveal.has-parallax-background .backgrounds { + -webkit-transition: all 0.8s ease; + transition: all 0.8s ease; } + +/* Global transition speed settings */ +.reveal.has-parallax-background[data-transition-speed="fast"] .backgrounds { + -webkit-transition-duration: 400ms; + transition-duration: 400ms; } + +.reveal.has-parallax-background[data-transition-speed="slow"] .backgrounds { + -webkit-transition-duration: 1200ms; + transition-duration: 1200ms; } + +/********************************************* + * LINK PREVIEW OVERLAY + *********************************************/ +.reveal .overlay { + position: absolute; + top: 0; + left: 0; + width: 100%; + height: 100%; + z-index: 1000; + background: rgba(0, 0, 0, 0.9); + opacity: 0; + visibility: hidden; + -webkit-transition: all 0.3s ease; + transition: all 0.3s ease; } + +.reveal .overlay.visible { + opacity: 1; + visibility: visible; } + +.reveal .overlay .spinner { + position: absolute; + display: block; + top: 50%; + left: 50%; + width: 32px; + height: 32px; + margin: -16px 0 0 -16px; + z-index: 10; + background-image: 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+ visibility: visible; + opacity: 0.6; + -webkit-transition: all 0.3s ease; + transition: all 0.3s ease; } + +.reveal .overlay header { + position: absolute; + left: 0; + top: 0; + width: 100%; + height: 40px; + z-index: 2; + border-bottom: 1px solid #222; } + +.reveal .overlay header a { + display: inline-block; + width: 40px; + height: 40px; + padding: 0 10px; + float: right; + opacity: 0.6; + box-sizing: border-box; } + +.reveal .overlay header a:hover { + opacity: 1; } + +.reveal .overlay header a .icon { + display: inline-block; + width: 20px; + height: 20px; + background-position: 50% 50%; + background-size: 100%; + background-repeat: no-repeat; } + +.reveal .overlay header a.close .icon { + background-image: 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+ position: absolute; + display: -webkit-box; + display: -webkit-flex; + display: -ms-flexbox; + display: flex; + top: 40px; + right: 0; + bottom: 0; + left: 0; } + +.reveal .overlay.overlay-preview .viewport iframe { + width: 100%; + height: 100%; + max-width: 100%; + max-height: 100%; + border: 0; + opacity: 0; + visibility: hidden; + -webkit-transition: all 0.3s ease; + transition: all 0.3s ease; } + +.reveal .overlay.overlay-preview.loaded .viewport iframe { + opacity: 1; + visibility: visible; } + +.reveal .overlay.overlay-preview.loaded .spinner { + opacity: 0; + visibility: hidden; + -webkit-transform: scale(0.2); + transform: scale(0.2); } + +.reveal .overlay.overlay-help .viewport { + overflow: auto; + color: #fff; } + +.reveal .overlay.overlay-help .viewport .viewport-inner { + width: 600px; + margin: auto; + padding: 20px 20px 80px 20px; + text-align: center; + letter-spacing: normal; } + +.reveal .overlay.overlay-help .viewport .viewport-inner .title { + font-size: 20px; } + +.reveal .overlay.overlay-help .viewport .viewport-inner table { + border: 1px solid #fff; + border-collapse: collapse; + font-size: 16px; } + +.reveal .overlay.overlay-help .viewport .viewport-inner table th, +.reveal .overlay.overlay-help .viewport .viewport-inner table td { + width: 200px; + padding: 14px; + border: 1px solid #fff; + vertical-align: middle; } + +.reveal .overlay.overlay-help .viewport .viewport-inner table th { + padding-top: 20px; + padding-bottom: 20px; } + +/********************************************* + * PLAYBACK COMPONENT + *********************************************/ +.reveal .playback { + position: fixed; + left: 15px; + bottom: 20px; + z-index: 30; + cursor: pointer; + -webkit-transition: all 400ms ease; + transition: all 400ms ease; } + +.reveal.overview .playback { + opacity: 0; + visibility: hidden; } + +/********************************************* + * ROLLING LINKS + *********************************************/ +.reveal .roll { + display: inline-block; + line-height: 1.2; + overflow: hidden; + vertical-align: top; + -webkit-perspective: 400px; + perspective: 400px; + -webkit-perspective-origin: 50% 50%; + perspective-origin: 50% 50%; } + +.reveal .roll:hover { + background: none; + text-shadow: none; } + +.reveal .roll span { + display: block; + position: relative; + padding: 0 2px; + pointer-events: none; + -webkit-transition: all 400ms ease; + transition: all 400ms ease; + -webkit-transform-origin: 50% 0%; + transform-origin: 50% 0%; + -webkit-transform-style: preserve-3d; + transform-style: preserve-3d; + -webkit-backface-visibility: hidden; + backface-visibility: hidden; } + +.reveal .roll:hover span { + background: rgba(0, 0, 0, 0.5); + -webkit-transform: translate3d(0px, 0px, -45px) rotateX(90deg); + transform: translate3d(0px, 0px, -45px) rotateX(90deg); } + +.reveal .roll span:after { + content: attr(data-title); + display: block; + position: absolute; + left: 0; + top: 0; + padding: 0 2px; + -webkit-backface-visibility: hidden; + backface-visibility: hidden; + -webkit-transform-origin: 50% 0%; + transform-origin: 50% 0%; + -webkit-transform: translate3d(0px, 110%, 0px) rotateX(-90deg); + transform: translate3d(0px, 110%, 0px) rotateX(-90deg); } + +/********************************************* + * SPEAKER NOTES + *********************************************/ +.reveal aside.notes { + display: none; } + +.reveal .speaker-notes { + display: none; + position: absolute; + width: 70%; + max-height: 15%; + left: 15%; + bottom: 26px; + padding: 10px; + z-index: 1; + font-size: 18px; + line-height: 1.4; + color: #fff; + background-color: rgba(0, 0, 0, 0.5); + overflow: auto; + box-sizing: border-box; + text-align: left; + font-family: Helvetica, sans-serif; + -webkit-overflow-scrolling: touch; } + +.reveal .speaker-notes.visible:not(:empty) { + display: block; } + +@media screen and (max-width: 1024px) { + .reveal .speaker-notes { + font-size: 14px; } } + +@media screen and (max-width: 600px) { + .reveal .speaker-notes { + width: 90%; + left: 5%; } } + +/********************************************* + * ZOOM PLUGIN + *********************************************/ +.zoomed .reveal *, +.zoomed .reveal *:before, +.zoomed .reveal *:after { + -webkit-backface-visibility: visible !important; + backface-visibility: visible !important; } + +.zoomed .reveal .progress, +.zoomed .reveal .controls { + opacity: 0; } + +.zoomed .reveal .roll span { + background: none; } + +.zoomed .reveal .roll span:after { + visibility: hidden; } diff --git a/lectures/css/reveal.scss b/lectures/css/reveal.scss new file mode 100644 index 00000000..f8d6904b --- /dev/null +++ b/lectures/css/reveal.scss @@ -0,0 +1,1411 @@ +/*! + * reveal.js + * http://lab.hakim.se/reveal-js + * MIT licensed + * + * Copyright (C) 2016 Hakim El Hattab, http://hakim.se + */ + + +/********************************************* + * RESET STYLES + *********************************************/ + +html, body, .reveal div, .reveal span, .reveal applet, .reveal object, .reveal iframe, +.reveal h1, .reveal h2, .reveal h3, .reveal h4, .reveal h5, .reveal h6, .reveal p, .reveal blockquote, .reveal pre, +.reveal a, .reveal abbr, .reveal acronym, .reveal address, .reveal big, .reveal cite, .reveal code, +.reveal del, .reveal dfn, .reveal em, .reveal img, .reveal ins, .reveal kbd, .reveal q, .reveal s, .reveal samp, +.reveal small, .reveal strike, .reveal strong, .reveal sub, .reveal sup, .reveal tt, .reveal var, +.reveal b, .reveal u, .reveal center, +.reveal dl, .reveal dt, .reveal dd, .reveal ol, .reveal ul, .reveal li, +.reveal fieldset, .reveal form, .reveal label, .reveal legend, +.reveal table, .reveal caption, .reveal tbody, .reveal tfoot, .reveal thead, .reveal tr, .reveal th, .reveal td, +.reveal article, .reveal aside, .reveal canvas, .reveal details, .reveal embed, +.reveal figure, .reveal figcaption, .reveal footer, .reveal header, .reveal hgroup, +.reveal menu, .reveal nav, .reveal output, .reveal ruby, .reveal section, .reveal summary, +.reveal time, .reveal mark, .reveal audio, .reveal video { + margin: 0; + padding: 0; + border: 0; + font-size: 100%; + font: inherit; + vertical-align: baseline; +} + +.reveal article, .reveal aside, .reveal details, .reveal figcaption, .reveal figure, +.reveal footer, .reveal header, .reveal hgroup, .reveal menu, .reveal nav, .reveal section { + display: block; +} + + +/********************************************* + * GLOBAL STYLES + *********************************************/ + +html, +body { + width: 100%; + height: 100%; + overflow: hidden; +} + +body { + position: relative; + line-height: 1; + + background-color: #fff; + color: #000; +} + +// Ensures that the main background color matches the +// theme in fullscreen mode +html:-webkit-full-screen-ancestor { + background-color: inherit; +} +html:-moz-full-screen-ancestor { + background-color: inherit; +} + + +/********************************************* + * VIEW FRAGMENTS + *********************************************/ + +.reveal .slides section .fragment { + opacity: 0; + visibility: hidden; + transition: all .2s ease; + + &.visible { + opacity: 1; + visibility: visible; + } +} + +.reveal .slides section .fragment.grow { + opacity: 1; + visibility: visible; + + &.visible { + transform: scale( 1.3 ); + } +} + +.reveal .slides section .fragment.shrink { + opacity: 1; + visibility: visible; + + &.visible { + transform: scale( 0.7 ); + } +} + +.reveal .slides section .fragment.zoom-in { + transform: scale( 0.1 ); + + &.visible { + transform: none; + } +} + +.reveal .slides section .fragment.fade-out { + opacity: 1; + visibility: visible; + + &.visible { + opacity: 0; + visibility: hidden; + } +} + +.reveal .slides section .fragment.semi-fade-out { + opacity: 1; + visibility: visible; + + &.visible { + opacity: 0.5; + visibility: visible; + } +} + +.reveal .slides section .fragment.strike { + opacity: 1; + visibility: visible; + + &.visible { + text-decoration: line-through; + } +} + +.reveal .slides section .fragment.fade-up { + transform: translate(0, 20%); + + &.visible { + transform: translate(0, 0); + } +} + +.reveal .slides section .fragment.fade-down { + transform: translate(0, -20%); + + &.visible { + transform: translate(0, 0); + } +} + +.reveal .slides section .fragment.fade-right { + transform: translate(-20%, 0); + + &.visible { + transform: translate(0, 0); + } +} + +.reveal .slides section .fragment.fade-left { + transform: translate(20%, 0); + + &.visible { + transform: translate(0, 0); + } +} + +.reveal .slides section .fragment.current-visible { + opacity: 0; + visibility: hidden; + + &.current-fragment { + opacity: 1; + visibility: visible; + } +} + +.reveal .slides section .fragment.highlight-red, +.reveal .slides section .fragment.highlight-current-red, +.reveal .slides section .fragment.highlight-green, +.reveal .slides section .fragment.highlight-current-green, +.reveal .slides section .fragment.highlight-blue, +.reveal .slides section .fragment.highlight-current-blue { + opacity: 1; + visibility: visible; +} + .reveal .slides section .fragment.highlight-red.visible { + color: #ff2c2d + } + .reveal .slides section .fragment.highlight-green.visible { + color: #17ff2e; + } + .reveal .slides section .fragment.highlight-blue.visible { + color: #1b91ff; + } + +.reveal .slides section .fragment.highlight-current-red.current-fragment { + color: #ff2c2d +} +.reveal .slides section .fragment.highlight-current-green.current-fragment { + color: #17ff2e; +} +.reveal .slides section .fragment.highlight-current-blue.current-fragment { + color: #1b91ff; +} + + +/********************************************* + * DEFAULT ELEMENT STYLES + *********************************************/ + +/* Fixes issue in Chrome where italic fonts did not appear when printing to PDF */ +.reveal:after { + content: ''; + font-style: italic; +} + +.reveal iframe { + z-index: 1; +} + +/** Prevents layering issues in certain browser/transition combinations */ +.reveal a { + position: relative; +} + +.reveal .stretch { + max-width: none; + max-height: none; +} + +.reveal pre.stretch code { + height: 100%; + max-height: 100%; + box-sizing: border-box; +} + + +/********************************************* + * CONTROLS + *********************************************/ + +.reveal .controls { + display: none; + position: fixed; + width: 110px; + height: 110px; + z-index: 30; + right: 10px; + bottom: 10px; + + -webkit-user-select: none; +} + +.reveal .controls button { + padding: 0; + position: absolute; + opacity: 0.05; + width: 0; + height: 0; + background-color: transparent; + border: 12px solid transparent; + transform: scale(.9999); + transition: all 0.2s ease; + -webkit-appearance: none; + -webkit-tap-highlight-color: rgba( 0, 0, 0, 0 ); +} + +.reveal .controls .enabled { + opacity: 0.7; + cursor: pointer; +} + +.reveal .controls .enabled:active { + margin-top: 1px; +} + + .reveal .controls .navigate-left { + top: 42px; + + border-right-width: 22px; + border-right-color: #000; + } + .reveal .controls .navigate-left.fragmented { + opacity: 0.3; + } + + .reveal .controls .navigate-right { + left: 74px; + top: 42px; + + border-left-width: 22px; + border-left-color: #000; + } + .reveal .controls .navigate-right.fragmented { + opacity: 0.3; + } + + .reveal .controls .navigate-up { + left: 42px; + + border-bottom-width: 22px; + border-bottom-color: #000; + } + .reveal .controls .navigate-up.fragmented { + opacity: 0.3; + } + + .reveal .controls .navigate-down { + left: 42px; + top: 74px; + + border-top-width: 22px; + border-top-color: #000; + } + .reveal .controls .navigate-down.fragmented { + opacity: 0.3; + } + + +/********************************************* + * PROGRESS BAR + *********************************************/ + +.reveal .progress { + position: fixed; + display: none; + height: 3px; + width: 100%; + bottom: 0; + left: 0; + z-index: 10; + + background-color: rgba( 0, 0, 0, 0.2 ); +} + .reveal .progress:after { + content: ''; + display: block; + position: absolute; + height: 20px; + width: 100%; + top: -20px; + } + .reveal .progress span { + display: block; + height: 100%; + width: 0px; + + background-color: #000; + transition: width 800ms cubic-bezier(0.260, 0.860, 0.440, 0.985); + } + +/********************************************* + * SLIDE NUMBER + *********************************************/ + +.reveal .slide-number { + position: fixed; + display: block; + right: 8px; + bottom: 8px; + z-index: 31; + font-family: Helvetica, sans-serif; + font-size: 12px; + line-height: 1; + color: #fff; + background-color: rgba( 0, 0, 0, 0.4 ); + padding: 5px; +} + +.reveal .slide-number-delimiter { + margin: 0 3px; +} + +/********************************************* + * SLIDES + *********************************************/ + +.reveal { + position: relative; + width: 100%; + height: 100%; + overflow: hidden; + touch-action: none; +} + +.reveal .slides { + position: absolute; + width: 100%; + height: 100%; + top: 0; + right: 0; + bottom: 0; + left: 0; + margin: auto; + + overflow: visible; + z-index: 1; + text-align: center; + perspective: 600px; + perspective-origin: 50% 40%; +} + +.reveal .slides>section { + -ms-perspective: 600px; +} + +.reveal .slides>section, +.reveal .slides>section>section { + display: none; + position: absolute; + width: 100%; + padding: 20px 0px; + + z-index: 10; + transform-style: preserve-3d; + transition: transform-origin 800ms cubic-bezier(0.260, 0.860, 0.440, 0.985), + transform 800ms cubic-bezier(0.260, 0.860, 0.440, 0.985), + visibility 800ms cubic-bezier(0.260, 0.860, 0.440, 0.985), + opacity 800ms cubic-bezier(0.260, 0.860, 0.440, 0.985); +} + +/* Global transition speed settings */ +.reveal[data-transition-speed="fast"] .slides section { + transition-duration: 400ms; +} +.reveal[data-transition-speed="slow"] .slides section { + transition-duration: 1200ms; +} + +/* Slide-specific transition speed overrides */ +.reveal .slides section[data-transition-speed="fast"] { + transition-duration: 400ms; +} +.reveal .slides section[data-transition-speed="slow"] { + transition-duration: 1200ms; +} + +.reveal .slides>section.stack { + padding-top: 0; + padding-bottom: 0; +} + +.reveal .slides>section.present, +.reveal .slides>section>section.present { + display: block; + z-index: 11; + opacity: 1; +} + +.reveal.center, +.reveal.center .slides, +.reveal.center .slides section { + min-height: 0 !important; +} + +/* Don't allow interaction with invisible slides */ +.reveal .slides>section.future, +.reveal .slides>section>section.future, +.reveal .slides>section.past, +.reveal .slides>section>section.past { + pointer-events: none; +} + +.reveal.overview .slides>section, +.reveal.overview .slides>section>section { + pointer-events: auto; +} + +.reveal .slides>section.past, +.reveal .slides>section.future, +.reveal .slides>section>section.past, +.reveal .slides>section>section.future { + opacity: 0; +} + + +/********************************************* + * Mixins for readability of transitions + *********************************************/ + +@mixin transition-global($style) { + .reveal .slides section[data-transition=#{$style}], + .reveal.#{$style} .slides section:not([data-transition]) { + @content; + } +} +@mixin transition-horizontal-past($style) { + .reveal .slides>section[data-transition=#{$style}].past, + .reveal .slides>section[data-transition~=#{$style}-out].past, + .reveal.#{$style} .slides>section:not([data-transition]).past { + @content; + } +} +@mixin transition-horizontal-future($style) { + .reveal .slides>section[data-transition=#{$style}].future, + .reveal .slides>section[data-transition~=#{$style}-in].future, + .reveal.#{$style} .slides>section:not([data-transition]).future { + @content; + } +} + +@mixin transition-vertical-past($style) { + .reveal .slides>section>section[data-transition=#{$style}].past, + .reveal .slides>section>section[data-transition~=#{$style}-out].past, + .reveal.#{$style} .slides>section>section:not([data-transition]).past { + @content; + } +} +@mixin transition-vertical-future($style) { + .reveal .slides>section>section[data-transition=#{$style}].future, + .reveal .slides>section>section[data-transition~=#{$style}-in].future, + .reveal.#{$style} .slides>section>section:not([data-transition]).future { + @content; + } +} + +/********************************************* + * SLIDE TRANSITION + * Aliased 'linear' for backwards compatibility + *********************************************/ + +@each $stylename in slide, linear { + .reveal.#{$stylename} section { + backface-visibility: hidden; + } + @include transition-horizontal-past(#{$stylename}) { + transform: translate(-150%, 0); + } + @include transition-horizontal-future(#{$stylename}) { + transform: translate(150%, 0); + } + @include transition-vertical-past(#{$stylename}) { + transform: translate(0, -150%); + } + @include transition-vertical-future(#{$stylename}) { + transform: translate(0, 150%); + } +} + +/********************************************* + * CONVEX TRANSITION + * Aliased 'default' for backwards compatibility + *********************************************/ + +@each $stylename in default, convex { + @include transition-horizontal-past(#{$stylename}) { + transform: translate3d(-100%, 0, 0) rotateY(-90deg) translate3d(-100%, 0, 0); + } + @include transition-horizontal-future(#{$stylename}) { + transform: translate3d(100%, 0, 0) rotateY(90deg) translate3d(100%, 0, 0); + } + @include transition-vertical-past(#{$stylename}) { + transform: translate3d(0, -300px, 0) rotateX(70deg) translate3d(0, -300px, 0); + } + @include transition-vertical-future(#{$stylename}) { + transform: translate3d(0, 300px, 0) rotateX(-70deg) translate3d(0, 300px, 0); + } +} + +/********************************************* + * CONCAVE TRANSITION + *********************************************/ + +@include transition-horizontal-past(concave) { + transform: translate3d(-100%, 0, 0) rotateY(90deg) translate3d(-100%, 0, 0); +} +@include transition-horizontal-future(concave) { + transform: translate3d(100%, 0, 0) rotateY(-90deg) translate3d(100%, 0, 0); +} +@include transition-vertical-past(concave) { + transform: translate3d(0, -80%, 0) rotateX(-70deg) translate3d(0, -80%, 0); +} +@include transition-vertical-future(concave) { + transform: translate3d(0, 80%, 0) rotateX(70deg) translate3d(0, 80%, 0); +} + + +/********************************************* + * ZOOM TRANSITION + *********************************************/ + +@include transition-global(zoom) { + transition-timing-function: ease; +} +@include transition-horizontal-past(zoom) { + visibility: hidden; + transform: scale(16); +} +@include transition-horizontal-future(zoom) { + visibility: hidden; + transform: scale(0.2); +} +@include transition-vertical-past(zoom) { + transform: translate(0, -150%); +} +@include transition-vertical-future(zoom) { + transform: translate(0, 150%); +} + + +/********************************************* + * CUBE TRANSITION + *********************************************/ + +.reveal.cube .slides { + perspective: 1300px; +} + +.reveal.cube .slides section { + padding: 30px; + min-height: 700px; + backface-visibility: hidden; + box-sizing: border-box; +} + .reveal.center.cube .slides section { + min-height: 0; + } + .reveal.cube .slides section:not(.stack):before { + content: ''; + position: absolute; + display: block; + width: 100%; + height: 100%; + left: 0; + top: 0; + background: rgba(0,0,0,0.1); + border-radius: 4px; + transform: translateZ( -20px ); + } + .reveal.cube .slides section:not(.stack):after { + content: ''; + position: absolute; + display: block; + width: 90%; + height: 30px; + left: 5%; + bottom: 0; + background: none; + z-index: 1; + + border-radius: 4px; + box-shadow: 0px 95px 25px rgba(0,0,0,0.2); + transform: translateZ(-90px) rotateX( 65deg ); + } + +.reveal.cube .slides>section.stack { + padding: 0; + background: none; +} + +.reveal.cube .slides>section.past { + transform-origin: 100% 0%; + transform: translate3d(-100%, 0, 0) rotateY(-90deg); +} + +.reveal.cube .slides>section.future { + transform-origin: 0% 0%; + transform: translate3d(100%, 0, 0) rotateY(90deg); +} + +.reveal.cube .slides>section>section.past { + transform-origin: 0% 100%; + transform: translate3d(0, -100%, 0) rotateX(90deg); +} + +.reveal.cube .slides>section>section.future { + transform-origin: 0% 0%; + transform: translate3d(0, 100%, 0) rotateX(-90deg); +} + + +/********************************************* + * PAGE TRANSITION + *********************************************/ + +.reveal.page .slides { + perspective-origin: 0% 50%; + perspective: 3000px; +} + +.reveal.page .slides section { + padding: 30px; + min-height: 700px; + box-sizing: border-box; +} + .reveal.page .slides section.past { + z-index: 12; + } + .reveal.page .slides section:not(.stack):before { + content: ''; + position: absolute; + display: block; + width: 100%; + height: 100%; + left: 0; + top: 0; + background: rgba(0,0,0,0.1); + transform: translateZ( -20px ); + } + .reveal.page .slides section:not(.stack):after { + content: ''; + position: absolute; + display: block; + width: 90%; + height: 30px; + left: 5%; + bottom: 0; + background: none; + z-index: 1; + + border-radius: 4px; + box-shadow: 0px 95px 25px rgba(0,0,0,0.2); + + -webkit-transform: translateZ(-90px) rotateX( 65deg ); + } + +.reveal.page .slides>section.stack { + padding: 0; + background: none; +} + +.reveal.page .slides>section.past { + transform-origin: 0% 0%; + transform: translate3d(-40%, 0, 0) rotateY(-80deg); +} + +.reveal.page .slides>section.future { + transform-origin: 100% 0%; + transform: translate3d(0, 0, 0); +} + +.reveal.page .slides>section>section.past { + transform-origin: 0% 0%; + transform: translate3d(0, -40%, 0) rotateX(80deg); +} + +.reveal.page .slides>section>section.future { + transform-origin: 0% 100%; + transform: translate3d(0, 0, 0); +} + + +/********************************************* + * FADE TRANSITION + *********************************************/ + +.reveal .slides section[data-transition=fade], +.reveal.fade .slides section:not([data-transition]), +.reveal.fade .slides>section>section:not([data-transition]) { + transform: none; + transition: opacity 0.5s; +} + + +.reveal.fade.overview .slides section, +.reveal.fade.overview .slides>section>section { + transition: none; +} + + +/********************************************* + * NO TRANSITION + *********************************************/ + +@include transition-global(none) { + transform: none; + transition: none; +} + + +/********************************************* + * PAUSED MODE + *********************************************/ + +.reveal .pause-overlay { + position: absolute; + top: 0; + left: 0; + width: 100%; + height: 100%; + background: black; + visibility: hidden; + opacity: 0; + z-index: 100; + transition: all 1s ease; +} +.reveal.paused .pause-overlay { + visibility: visible; + opacity: 1; +} + + +/********************************************* + * FALLBACK + *********************************************/ + +.no-transforms { + overflow-y: auto; +} + +.no-transforms .reveal .slides { + position: relative; + width: 80%; + height: auto !important; + top: 0; + left: 50%; + margin: 0; + text-align: center; +} + +.no-transforms .reveal .controls, +.no-transforms .reveal .progress { + display: none !important; +} + +.no-transforms .reveal .slides section { + display: block !important; + opacity: 1 !important; + position: relative !important; + height: auto; + min-height: 0; + top: 0; + left: -50%; + margin: 70px 0; + transform: none; +} + +.no-transforms .reveal .slides section section { + left: 0; +} + +.reveal .no-transition, +.reveal .no-transition * { + transition: none !important; +} + + +/********************************************* + * PER-SLIDE BACKGROUNDS + *********************************************/ + +.reveal .backgrounds { + position: absolute; + width: 100%; + height: 100%; + top: 0; + left: 0; + perspective: 600px; +} + .reveal .slide-background { + display: none; + position: absolute; + width: 100%; + height: 100%; + opacity: 0; + visibility: hidden; + + background-color: rgba( 0, 0, 0, 0 ); + background-position: 50% 50%; + background-repeat: no-repeat; + background-size: cover; + + transition: all 800ms cubic-bezier(0.260, 0.860, 0.440, 0.985); + } + + .reveal .slide-background.stack { + display: block; + } + + .reveal .slide-background.present { + opacity: 1; + visibility: visible; + } + + .print-pdf .reveal .slide-background { + opacity: 1 !important; + visibility: visible !important; + } + +/* Video backgrounds */ +.reveal .slide-background video { + position: absolute; + width: 100%; + height: 100%; + max-width: none; + max-height: none; + top: 0; + left: 0; +} + +/* Immediate transition style */ +.reveal[data-background-transition=none]>.backgrounds .slide-background, +.reveal>.backgrounds .slide-background[data-background-transition=none] { + transition: none; +} + +/* Slide */ +.reveal[data-background-transition=slide]>.backgrounds .slide-background, +.reveal>.backgrounds .slide-background[data-background-transition=slide] { + opacity: 1; + backface-visibility: hidden; +} + .reveal[data-background-transition=slide]>.backgrounds .slide-background.past, + .reveal>.backgrounds .slide-background.past[data-background-transition=slide] { + transform: translate(-100%, 0); + } + .reveal[data-background-transition=slide]>.backgrounds .slide-background.future, + .reveal>.backgrounds .slide-background.future[data-background-transition=slide] { + transform: translate(100%, 0); + } + + .reveal[data-background-transition=slide]>.backgrounds .slide-background>.slide-background.past, + .reveal>.backgrounds .slide-background>.slide-background.past[data-background-transition=slide] { + transform: translate(0, -100%); + } + .reveal[data-background-transition=slide]>.backgrounds .slide-background>.slide-background.future, + .reveal>.backgrounds .slide-background>.slide-background.future[data-background-transition=slide] { + transform: translate(0, 100%); + } + + +/* Convex */ +.reveal[data-background-transition=convex]>.backgrounds .slide-background.past, +.reveal>.backgrounds .slide-background.past[data-background-transition=convex] { + opacity: 0; + transform: translate3d(-100%, 0, 0) rotateY(-90deg) translate3d(-100%, 0, 0); +} +.reveal[data-background-transition=convex]>.backgrounds .slide-background.future, +.reveal>.backgrounds .slide-background.future[data-background-transition=convex] { + opacity: 0; + transform: translate3d(100%, 0, 0) rotateY(90deg) translate3d(100%, 0, 0); +} + +.reveal[data-background-transition=convex]>.backgrounds .slide-background>.slide-background.past, +.reveal>.backgrounds .slide-background>.slide-background.past[data-background-transition=convex] { + opacity: 0; + transform: translate3d(0, -100%, 0) rotateX(90deg) translate3d(0, -100%, 0); +} +.reveal[data-background-transition=convex]>.backgrounds .slide-background>.slide-background.future, +.reveal>.backgrounds .slide-background>.slide-background.future[data-background-transition=convex] { + opacity: 0; + transform: translate3d(0, 100%, 0) rotateX(-90deg) translate3d(0, 100%, 0); +} + + +/* Concave */ +.reveal[data-background-transition=concave]>.backgrounds .slide-background.past, +.reveal>.backgrounds .slide-background.past[data-background-transition=concave] { + opacity: 0; + transform: translate3d(-100%, 0, 0) rotateY(90deg) translate3d(-100%, 0, 0); +} +.reveal[data-background-transition=concave]>.backgrounds .slide-background.future, +.reveal>.backgrounds .slide-background.future[data-background-transition=concave] { + opacity: 0; + transform: translate3d(100%, 0, 0) rotateY(-90deg) translate3d(100%, 0, 0); +} + +.reveal[data-background-transition=concave]>.backgrounds .slide-background>.slide-background.past, +.reveal>.backgrounds .slide-background>.slide-background.past[data-background-transition=concave] { + opacity: 0; + transform: translate3d(0, -100%, 0) rotateX(-90deg) translate3d(0, -100%, 0); +} +.reveal[data-background-transition=concave]>.backgrounds .slide-background>.slide-background.future, +.reveal>.backgrounds .slide-background>.slide-background.future[data-background-transition=concave] { + opacity: 0; + transform: translate3d(0, 100%, 0) rotateX(90deg) translate3d(0, 100%, 0); +} + +/* Zoom */ +.reveal[data-background-transition=zoom]>.backgrounds .slide-background, +.reveal>.backgrounds .slide-background[data-background-transition=zoom] { + transition-timing-function: ease; +} + +.reveal[data-background-transition=zoom]>.backgrounds .slide-background.past, +.reveal>.backgrounds .slide-background.past[data-background-transition=zoom] { + opacity: 0; + visibility: hidden; + transform: scale(16); +} +.reveal[data-background-transition=zoom]>.backgrounds .slide-background.future, +.reveal>.backgrounds .slide-background.future[data-background-transition=zoom] { + opacity: 0; + visibility: hidden; + transform: scale(0.2); +} + +.reveal[data-background-transition=zoom]>.backgrounds .slide-background>.slide-background.past, +.reveal>.backgrounds .slide-background>.slide-background.past[data-background-transition=zoom] { + opacity: 0; + visibility: hidden; + transform: scale(16); +} +.reveal[data-background-transition=zoom]>.backgrounds .slide-background>.slide-background.future, +.reveal>.backgrounds .slide-background>.slide-background.future[data-background-transition=zoom] { + opacity: 0; + visibility: hidden; + transform: scale(0.2); +} + + +/* Global transition speed settings */ +.reveal[data-transition-speed="fast"]>.backgrounds .slide-background { + transition-duration: 400ms; +} +.reveal[data-transition-speed="slow"]>.backgrounds .slide-background { + transition-duration: 1200ms; +} + + +/********************************************* + * OVERVIEW + *********************************************/ + +.reveal.overview { + perspective-origin: 50% 50%; + perspective: 700px; + + .slides section { + height: 100%; + top: 0 !important; + opacity: 1 !important; + overflow: hidden; + visibility: visible !important; + cursor: pointer; + box-sizing: border-box; + } + .slides section:hover, + .slides section.present { + outline: 10px solid rgba(150,150,150,0.4); + outline-offset: 10px; + } + .slides section .fragment { + opacity: 1; + transition: none; + } + .slides section:after, + .slides section:before { + display: none !important; + } + .slides>section.stack { + padding: 0; + top: 0 !important; + background: none; + outline: none; + overflow: visible; + } + + .backgrounds { + perspective: inherit; + } + + .backgrounds .slide-background { + opacity: 1; + visibility: visible; + + // This can't be applied to the slide itself in Safari + outline: 10px solid rgba(150,150,150,0.1); + outline-offset: 10px; + } +} + +// Disable transitions transitions while we're activating +// or deactivating the overview mode. +.reveal.overview .slides section, +.reveal.overview-deactivating .slides section { + transition: none; +} + +.reveal.overview .backgrounds .slide-background, +.reveal.overview-deactivating .backgrounds .slide-background { + transition: none; +} + +.reveal.overview-animated .slides { + transition: transform 0.4s ease; +} + + +/********************************************* + * RTL SUPPORT + *********************************************/ + +.reveal.rtl .slides, +.reveal.rtl .slides h1, +.reveal.rtl .slides h2, +.reveal.rtl .slides h3, +.reveal.rtl .slides h4, +.reveal.rtl .slides h5, +.reveal.rtl .slides h6 { + direction: rtl; + font-family: sans-serif; +} + +.reveal.rtl pre, +.reveal.rtl code { + direction: ltr; +} + +.reveal.rtl ol, +.reveal.rtl ul { + text-align: right; +} + +.reveal.rtl .progress span { + float: right +} + +/********************************************* + * PARALLAX BACKGROUND + *********************************************/ + +.reveal.has-parallax-background .backgrounds { + transition: all 0.8s ease; +} + +/* Global transition speed settings */ +.reveal.has-parallax-background[data-transition-speed="fast"] .backgrounds { + transition-duration: 400ms; +} +.reveal.has-parallax-background[data-transition-speed="slow"] .backgrounds { + transition-duration: 1200ms; +} + + +/********************************************* + * LINK PREVIEW OVERLAY + *********************************************/ + +.reveal .overlay { + position: absolute; + top: 0; + left: 0; + width: 100%; + height: 100%; + z-index: 1000; + background: rgba( 0, 0, 0, 0.9 ); + opacity: 0; + visibility: hidden; + transition: all 0.3s ease; +} + .reveal .overlay.visible { + opacity: 1; + visibility: visible; + } + + .reveal .overlay .spinner { + position: absolute; + display: block; + top: 50%; + left: 50%; + width: 32px; + height: 32px; + margin: -16px 0 0 -16px; + z-index: 10; + background-image: url(data:image/gif;base64,R0lGODlhIAAgAPMAAJmZmf%2F%2F%2F6%2Bvr8nJybW1tcDAwOjo6Nvb26ioqKOjo7Ozs%2FLy8vz8%2FAAAAAAAAAAAACH%2FC05FVFNDQVBFMi4wAwEAAAAh%2FhpDcmVhdGVkIHdpdGggYWpheGxvYWQuaW5mbwAh%2BQQJCgAAACwAAAAAIAAgAAAE5xDISWlhperN52JLhSSdRgwVo1ICQZRUsiwHpTJT4iowNS8vyW2icCF6k8HMMBkCEDskxTBDAZwuAkkqIfxIQyhBQBFvAQSDITM5VDW6XNE4KagNh6Bgwe60smQUB3d4Rz1ZBApnFASDd0hihh12BkE9kjAJVlycXIg7CQIFA6SlnJ87paqbSKiKoqusnbMdmDC2tXQlkUhziYtyWTxIfy6BE8WJt5YJvpJivxNaGmLHT0VnOgSYf0dZXS7APdpB309RnHOG5gDqXGLDaC457D1zZ%2FV%2FnmOM82XiHRLYKhKP1oZmADdEAAAh%2BQQJCgAAACwAAAAAIAAgAAAE6hDISWlZpOrNp1lGNRSdRpDUolIGw5RUYhhHukqFu8DsrEyqnWThGvAmhVlteBvojpTDDBUEIFwMFBRAmBkSgOrBFZogCASwBDEY%2FCZSg7GSE0gSCjQBMVG023xWBhklAnoEdhQEfyNqMIcKjhRsjEdnezB%2BA4k8gTwJhFuiW4dokXiloUepBAp5qaKpp6%2BHo7aWW54wl7obvEe0kRuoplCGepwSx2jJvqHEmGt6whJpGpfJCHmOoNHKaHx61WiSR92E4lbFoq%2BB6QDtuetcaBPnW6%2BO7wDHpIiK9SaVK5GgV543tzjgGcghAgAh%2BQQJCgAAACwAAAAAIAAgAAAE7hDISSkxpOrN5zFHNWRdhSiVoVLHspRUMoyUakyEe8PTPCATW9A14E0UvuAKMNAZKYUZCiBMuBakSQKG8G2FzUWox2AUtAQFcBKlVQoLgQReZhQlCIJesQXI5B0CBnUMOxMCenoCfTCEWBsJColTMANldx15BGs8B5wlCZ9Po6OJkwmRpnqkqnuSrayqfKmqpLajoiW5HJq7FL1Gr2mMMcKUMIiJgIemy7xZtJsTmsM4xHiKv5KMCXqfyUCJEonXPN2rAOIAmsfB3uPoAK%2B%2BG%2Bw48edZPK%2BM6hLJpQg484enXIdQFSS1u6UhksENEQAAIfkECQoAAAAsAAAAACAAIAAABOcQyEmpGKLqzWcZRVUQnZYg1aBSh2GUVEIQ2aQOE%2BG%2BcD4ntpWkZQj1JIiZIogDFFyHI0UxQwFugMSOFIPJftfVAEoZLBbcLEFhlQiqGp1Vd140AUklUN3eCA51C1EWMzMCezCBBmkxVIVHBWd3HHl9JQOIJSdSnJ0TDKChCwUJjoWMPaGqDKannasMo6WnM562R5YluZRwur0wpgqZE7NKUm%2BFNRPIhjBJxKZteWuIBMN4zRMIVIhffcgojwCF117i4nlLnY5ztRLsnOk%2BaV%2BoJY7V7m76PdkS4trKcdg0Zc0tTcKkRAAAIfkECQoAAAAsAAAAACAAIAAABO4QyEkpKqjqzScpRaVkXZWQEximw1BSCUEIlDohrft6cpKCk5xid5MNJTaAIkekKGQkWyKHkvhKsR7ARmitkAYDYRIbUQRQjWBwJRzChi9CRlBcY1UN4g0%2FVNB0AlcvcAYHRyZPdEQFYV8ccwR5HWxEJ02YmRMLnJ1xCYp0Y5idpQuhopmmC2KgojKasUQDk5BNAwwMOh2RtRq5uQuPZKGIJQIGwAwGf6I0JXMpC8C7kXWDBINFMxS4DKMAWVWAGYsAdNqW5uaRxkSKJOZKaU3tPOBZ4DuK2LATgJhkPJMgTwKCdFjyPHEnKxFCDhEAACH5BAkKAAAALAAAAAAgACAAAATzEMhJaVKp6s2nIkolIJ2WkBShpkVRWqqQrhLSEu9MZJKK9y1ZrqYK9WiClmvoUaF8gIQSNeF1Er4MNFn4SRSDARWroAIETg1iVwuHjYB1kYc1mwruwXKC9gmsJXliGxc%2BXiUCby9ydh1sOSdMkpMTBpaXBzsfhoc5l58Gm5yToAaZhaOUqjkDgCWNHAULCwOLaTmzswadEqggQwgHuQsHIoZCHQMMQgQGubVEcxOPFAcMDAYUA85eWARmfSRQCdcMe0zeP1AAygwLlJtPNAAL19DARdPzBOWSm1brJBi45soRAWQAAkrQIykShQ9wVhHCwCQCACH5BAkKAAAALAAAAAAgACAAAATrEMhJaVKp6s2nIkqFZF2VIBWhUsJaTokqUCoBq%2BE71SRQeyqUToLA7VxF0JDyIQh%2FMVVPMt1ECZlfcjZJ9mIKoaTl1MRIl5o4CUKXOwmyrCInCKqcWtvadL2SYhyASyNDJ0uIiRMDjI0Fd30%2FiI2UA5GSS5UDj2l6NoqgOgN4gksEBgYFf0FDqKgHnyZ9OX8HrgYHdHpcHQULXAS2qKpENRg7eAMLC7kTBaixUYFkKAzWAAnLC7FLVxLWDBLKCwaKTULgEwbLA4hJtOkSBNqITT3xEgfLpBtzE%2FjiuL04RGEBgwWhShRgQExHBAAh%2BQQJCgAAACwAAAAAIAAgAAAE7xDISWlSqerNpyJKhWRdlSAVoVLCWk6JKlAqAavhO9UkUHsqlE6CwO1cRdCQ8iEIfzFVTzLdRAmZX3I2SfZiCqGk5dTESJeaOAlClzsJsqwiJwiqnFrb2nS9kmIcgEsjQydLiIlHehhpejaIjzh9eomSjZR%2BipslWIRLAgMDOR2DOqKogTB9pCUJBagDBXR6XB0EBkIIsaRsGGMMAxoDBgYHTKJiUYEGDAzHC9EACcUGkIgFzgwZ0QsSBcXHiQvOwgDdEwfFs0sDzt4S6BK4xYjkDOzn0unFeBzOBijIm1Dgmg5YFQwsCMjp1oJ8LyIAACH5BAkKAAAALAAAAAAgACAAAATwEMhJaVKp6s2nIkqFZF2VIBWhUsJaTokqUCoBq%2BE71SRQeyqUToLA7VxF0JDyIQh%2FMVVPMt1ECZlfcjZJ9mIKoaTl1MRIl5o4CUKXOwmyrCInCKqcWtvadL2SYhyASyNDJ0uIiUd6GGl6NoiPOH16iZKNlH6KmyWFOggHhEEvAwwMA0N9GBsEC6amhnVcEwavDAazGwIDaH1ipaYLBUTCGgQDA8NdHz0FpqgTBwsLqAbWAAnIA4FWKdMLGdYGEgraigbT0OITBcg5QwPT4xLrROZL6AuQAPUS7bxLpoWidY0JtxLHKhwwMJBTHgPKdEQAACH5BAkKAAAALAAAAAAgACAAAATrEMhJaVKp6s2nIkqFZF2VIBWhUsJaTokqUCoBq%2BE71SRQeyqUToLA7VxF0JDyIQh%2FMVVPMt1ECZlfcjZJ9mIKoaTl1MRIl5o4CUKXOwmyrCInCKqcWtvadL2SYhyASyNDJ0uIiUd6GAULDJCRiXo1CpGXDJOUjY%2BYip9DhToJA4RBLwMLCwVDfRgbBAaqqoZ1XBMHswsHtxtFaH1iqaoGNgAIxRpbFAgfPQSqpbgGBqUD1wBXeCYp1AYZ19JJOYgH1KwA4UBvQwXUBxPqVD9L3sbp2BNk2xvvFPJd%2BMFCN6HAAIKgNggY0KtEBAAh%2BQQJCgAAACwAAAAAIAAgAAAE6BDISWlSqerNpyJKhWRdlSAVoVLCWk6JKlAqAavhO9UkUHsqlE6CwO1cRdCQ8iEIfzFVTzLdRAmZX3I2SfYIDMaAFdTESJeaEDAIMxYFqrOUaNW4E4ObYcCXaiBVEgULe0NJaxxtYksjh2NLkZISgDgJhHthkpU4mW6blRiYmZOlh4JWkDqILwUGBnE6TYEbCgevr0N1gH4At7gHiRpFaLNrrq8HNgAJA70AWxQIH1%2BvsYMDAzZQPC9VCNkDWUhGkuE5PxJNwiUK4UfLzOlD4WvzAHaoG9nxPi5d%2BjYUqfAhhykOFwJWiAAAIfkECQoAAAAsAAAAACAAIAAABPAQyElpUqnqzaciSoVkXVUMFaFSwlpOCcMYlErAavhOMnNLNo8KsZsMZItJEIDIFSkLGQoQTNhIsFehRww2CQLKF0tYGKYSg%2BygsZIuNqJksKgbfgIGepNo2cIUB3V1B3IvNiBYNQaDSTtfhhx0CwVPI0UJe0%2Bbm4g5VgcGoqOcnjmjqDSdnhgEoamcsZuXO1aWQy8KAwOAuTYYGwi7w5h%2BKr0SJ8MFihpNbx%2B4Erq7BYBuzsdiH1jCAzoSfl0rVirNbRXlBBlLX%2BBP0XJLAPGzTkAuAOqb0WT5AH7OcdCm5B8TgRwSRKIHQtaLCwg1RAAAOwAAAAAAAAAAAA%3D%3D); + + visibility: visible; + opacity: 0.6; + transition: all 0.3s ease; + } + + .reveal .overlay header { + position: absolute; + left: 0; + top: 0; + width: 100%; + height: 40px; + z-index: 2; + border-bottom: 1px solid #222; + } + .reveal .overlay header a { + display: inline-block; + width: 40px; + height: 40px; + padding: 0 10px; + float: right; + opacity: 0.6; + + box-sizing: border-box; + } + .reveal .overlay header a:hover { + opacity: 1; + } + .reveal .overlay header a .icon { + display: inline-block; + width: 20px; + height: 20px; + + background-position: 50% 50%; + background-size: 100%; + background-repeat: no-repeat; + } + .reveal .overlay header a.close .icon { + background-image: url(data:image/png;base64,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); + } + .reveal .overlay header a.external .icon { + background-image: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAgCAYAAABzenr0AAAAcElEQVRYR+2WSQoAIQwEzf8f7XiOMkUQxUPlGkM3hVmiQfQR9GYnH1SsAQlI4DiBqkCMoNb9y2e90IAEJPAcgdznU9+engMaeJ7Azh5Y1U67gAho4DqBqmB1buAf0MB1AlVBek83ZPkmJMGc1wAR+AAqod/B97TRpQAAAABJRU5ErkJggg==); + } + + .reveal .overlay .viewport { + position: absolute; + display: flex; + top: 40px; + right: 0; + bottom: 0; + left: 0; + } + + .reveal .overlay.overlay-preview .viewport iframe { + width: 100%; + height: 100%; + max-width: 100%; + max-height: 100%; + border: 0; + + opacity: 0; + visibility: hidden; + transition: all 0.3s ease; + } + + .reveal .overlay.overlay-preview.loaded .viewport iframe { + opacity: 1; + visibility: visible; + } + + .reveal .overlay.overlay-preview.loaded .spinner { + opacity: 0; + visibility: hidden; + transform: scale(0.2); + } + + .reveal .overlay.overlay-help .viewport { + overflow: auto; + color: #fff; + } + + .reveal .overlay.overlay-help .viewport .viewport-inner { + width: 600px; + margin: auto; + padding: 20px 20px 80px 20px; + text-align: center; + letter-spacing: normal; + } + + .reveal .overlay.overlay-help .viewport .viewport-inner .title { + font-size: 20px; + } + + .reveal .overlay.overlay-help .viewport .viewport-inner table { + border: 1px solid #fff; + border-collapse: collapse; + font-size: 16px; + } + + .reveal .overlay.overlay-help .viewport .viewport-inner table th, + .reveal .overlay.overlay-help .viewport .viewport-inner table td { + width: 200px; + padding: 14px; + border: 1px solid #fff; + vertical-align: middle; + } + + .reveal .overlay.overlay-help .viewport .viewport-inner table th { + padding-top: 20px; + padding-bottom: 20px; + } + + + +/********************************************* + * PLAYBACK COMPONENT + *********************************************/ + +.reveal .playback { + position: fixed; + left: 15px; + bottom: 20px; + z-index: 30; + cursor: pointer; + transition: all 400ms ease; +} + +.reveal.overview .playback { + opacity: 0; + visibility: hidden; +} + + +/********************************************* + * ROLLING LINKS + *********************************************/ + +.reveal .roll { + display: inline-block; + line-height: 1.2; + overflow: hidden; + + vertical-align: top; + perspective: 400px; + perspective-origin: 50% 50%; +} + .reveal .roll:hover { + background: none; + text-shadow: none; + } +.reveal .roll span { + display: block; + position: relative; + padding: 0 2px; + + pointer-events: none; + transition: all 400ms ease; + transform-origin: 50% 0%; + transform-style: preserve-3d; + backface-visibility: hidden; +} + .reveal .roll:hover span { + background: rgba(0,0,0,0.5); + transform: translate3d( 0px, 0px, -45px ) rotateX( 90deg ); + } +.reveal .roll span:after { + content: attr(data-title); + + display: block; + position: absolute; + left: 0; + top: 0; + padding: 0 2px; + backface-visibility: hidden; + transform-origin: 50% 0%; + transform: translate3d( 0px, 110%, 0px ) rotateX( -90deg ); +} + + +/********************************************* + * SPEAKER NOTES + *********************************************/ + +// Hide on-page notes +.reveal aside.notes { + display: none; +} + +// An interface element that can optionally be used to show the +// speaker notes to all viewers, on top of the presentation +.reveal .speaker-notes { + display: none; + position: absolute; + width: 70%; + max-height: 15%; + left: 15%; + bottom: 26px; + padding: 10px; + z-index: 1; + font-size: 18px; + line-height: 1.4; + color: #fff; + background-color: rgba(0,0,0,0.5); + overflow: auto; + box-sizing: border-box; + text-align: left; + font-family: Helvetica, sans-serif; + -webkit-overflow-scrolling: touch; +} + +.reveal .speaker-notes.visible:not(:empty) { + display: block; +} + +@media screen and (max-width: 1024px) { + .reveal .speaker-notes { + font-size: 14px; + } +} + +@media screen and (max-width: 600px) { + .reveal .speaker-notes { + width: 90%; + left: 5%; + } +} + + +/********************************************* + * ZOOM PLUGIN + *********************************************/ + +.zoomed .reveal *, +.zoomed .reveal *:before, +.zoomed .reveal *:after { + backface-visibility: visible !important; +} + +.zoomed .reveal .progress, +.zoomed .reveal .controls { + opacity: 0; +} + +.zoomed .reveal .roll span { + background: none; +} + +.zoomed .reveal .roll span:after { + visibility: hidden; +} diff --git a/lectures/css/theme/README.md b/lectures/css/theme/README.md new file mode 100644 index 00000000..5a6c8fa6 --- /dev/null +++ b/lectures/css/theme/README.md @@ -0,0 +1,21 @@ +## Dependencies + +Themes are written using Sass to keep things modular and reduce the need for repeated selectors across files. Make sure that you have the reveal.js development environment including the Grunt dependencies installed before proceding: https://github.com/hakimel/reveal.js#full-setup + +## Creating a Theme + +To create your own theme, start by duplicating a ```.scss``` file in [/css/theme/source](https://github.com/hakimel/reveal.js/blob/master/css/theme/source). It will be automatically compiled by Grunt from Sass to CSS (see the [Gruntfile](https://github.com/hakimel/reveal.js/blob/master/Gruntfile.js)) when you run `grunt css-themes`. + +Each theme file does four things in the following order: + +1. **Include [/css/theme/template/mixins.scss](https://github.com/hakimel/reveal.js/blob/master/css/theme/template/mixins.scss)** +Shared utility functions. + +2. **Include [/css/theme/template/settings.scss](https://github.com/hakimel/reveal.js/blob/master/css/theme/template/settings.scss)** +Declares a set of custom variables that the template file (step 4) expects. Can be overridden in step 3. + +3. **Override** +This is where you override the default theme. Either by specifying variables (see [settings.scss](https://github.com/hakimel/reveal.js/blob/master/css/theme/template/settings.scss) for reference) or by adding any selectors and styles you please. + +4. **Include [/css/theme/template/theme.scss](https://github.com/hakimel/reveal.js/blob/master/css/theme/template/theme.scss)** +The template theme file which will generate final CSS output based on the currently defined variables. diff --git a/lectures/css/theme/beige.css b/lectures/css/theme/beige.css new file mode 100644 index 00000000..5bbda4b9 --- /dev/null +++ b/lectures/css/theme/beige.css @@ -0,0 +1,291 @@ +/** + * Beige theme for reveal.js. + * + * Copyright (C) 2011-2012 Hakim El Hattab, http://hakim.se + */ +@import url(../../lib/font/league-gothic/league-gothic.css); +@import url(https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic); +/********************************************* + * GLOBAL STYLES + *********************************************/ +body { + background: #f7f2d3; + background: -moz-radial-gradient(center, circle cover, white 0%, #f7f2d3 100%); + background: -webkit-gradient(radial, center center, 0px, center center, 100%, color-stop(0%, white), color-stop(100%, #f7f2d3)); + background: -webkit-radial-gradient(center, circle cover, white 0%, #f7f2d3 100%); + background: -o-radial-gradient(center, circle cover, white 0%, #f7f2d3 100%); + background: -ms-radial-gradient(center, circle cover, white 0%, #f7f2d3 100%); + background: radial-gradient(center, circle cover, white 0%, #f7f2d3 100%); + background-color: #f7f3de; } + +.reveal { + font-family: "Lato", sans-serif; + font-size: 36px; + font-weight: normal; + color: #333; } + +::selection { + color: #fff; + background: rgba(79, 64, 28, 0.99); + text-shadow: none; } + +.reveal .slides > section, +.reveal .slides > section > section { + line-height: 1.3; + font-weight: inherit; } + +/********************************************* + * HEADERS + *********************************************/ +.reveal h1, +.reveal h2, +.reveal h3, +.reveal h4, +.reveal h5, +.reveal h6 { + margin: 0 0 20px 0; + color: #333; + font-family: "League Gothic", Impact, sans-serif; + font-weight: normal; + line-height: 1.2; + letter-spacing: normal; + text-transform: uppercase; + text-shadow: none; + word-wrap: break-word; } + +.reveal h1 { + font-size: 3.77em; } + +.reveal h2 { + font-size: 2.11em; } + +.reveal h3 { + font-size: 1.55em; } + +.reveal h4 { + font-size: 1em; } + +.reveal h1 { + text-shadow: 0 1px 0 #ccc, 0 2px 0 #c9c9c9, 0 3px 0 #bbb, 0 4px 0 #b9b9b9, 0 5px 0 #aaa, 0 6px 1px rgba(0, 0, 0, 0.1), 0 0 5px rgba(0, 0, 0, 0.1), 0 1px 3px rgba(0, 0, 0, 0.3), 0 3px 5px rgba(0, 0, 0, 0.2), 0 5px 10px rgba(0, 0, 0, 0.25), 0 20px 20px rgba(0, 0, 0, 0.15); } + +/********************************************* + * OTHER + *********************************************/ +.reveal p { + margin: 20px 0; + line-height: 1.3; } + +/* Ensure certain elements are never larger than the slide itself */ +.reveal img, +.reveal video, +.reveal iframe { + max-width: 95%; + max-height: 95%; } + +.reveal strong, +.reveal b { + font-weight: bold; } + +.reveal em { + font-style: italic; } + +.reveal ol, +.reveal dl, +.reveal ul { + display: inline-block; + text-align: left; + margin: 0 0 0 1em; } + +.reveal ol { + list-style-type: decimal; } + +.reveal ul { + list-style-type: disc; } + +.reveal ul ul { + list-style-type: square; } + +.reveal ul ul ul { + list-style-type: circle; } + +.reveal ul ul, +.reveal ul ol, +.reveal ol ol, +.reveal ol ul { + display: block; + margin-left: 40px; } + +.reveal dt { + font-weight: bold; } + +.reveal dd { + margin-left: 40px; } + +.reveal q, +.reveal blockquote { + quotes: none; } + +.reveal blockquote { + display: block; + position: relative; + width: 70%; + margin: 20px auto; + padding: 5px; + font-style: italic; + background: rgba(255, 255, 255, 0.05); + box-shadow: 0px 0px 2px rgba(0, 0, 0, 0.2); } + +.reveal blockquote p:first-child, +.reveal blockquote p:last-child { + display: inline-block; } + +.reveal q { + font-style: italic; } + +.reveal pre { + display: block; + position: relative; + width: 90%; + margin: 20px auto; + text-align: left; + font-size: 0.55em; + font-family: monospace; + line-height: 1.2em; + word-wrap: break-word; + box-shadow: 0px 0px 6px rgba(0, 0, 0, 0.3); } + +.reveal code { + font-family: monospace; } + +.reveal pre code { + display: block; + padding: 5px; + overflow: auto; + max-height: 400px; + word-wrap: normal; } + +.reveal table { + margin: auto; + border-collapse: collapse; + border-spacing: 0; } + +.reveal table th { + font-weight: bold; } + +.reveal table th, +.reveal table td { + text-align: left; + padding: 0.2em 0.5em 0.2em 0.5em; + border-bottom: 1px solid; } + +.reveal table th[align="center"], +.reveal table td[align="center"] { + text-align: center; } + +.reveal table th[align="right"], +.reveal table td[align="right"] { + text-align: right; } + +.reveal table tbody tr:last-child th, +.reveal table tbody tr:last-child td { + border-bottom: none; } + +.reveal sup { + vertical-align: super; } + +.reveal sub { + vertical-align: sub; } + +.reveal small { + display: inline-block; + font-size: 0.6em; + line-height: 1.2em; + vertical-align: top; } + +.reveal small * { + vertical-align: top; } + +/********************************************* + * LINKS + *********************************************/ +.reveal a { + color: #8b743d; + text-decoration: none; + -webkit-transition: color .15s ease; + -moz-transition: color .15s ease; + transition: color .15s ease; } + +.reveal a:hover { + color: #c0a86e; + text-shadow: none; + border: none; } + +.reveal .roll span:after { + color: #fff; + background: #564826; } + +/********************************************* + * IMAGES + *********************************************/ +.reveal section img { + margin: 15px 0px; + background: rgba(255, 255, 255, 0.12); + border: 4px solid #333; + box-shadow: 0 0 10px rgba(0, 0, 0, 0.15); } + +.reveal section img.plain { + border: 0; + box-shadow: none; } + +.reveal a img { + -webkit-transition: all .15s linear; + -moz-transition: all .15s linear; + transition: all .15s linear; } + +.reveal a:hover img { + background: rgba(255, 255, 255, 0.2); + border-color: #8b743d; + box-shadow: 0 0 20px rgba(0, 0, 0, 0.55); } + +/********************************************* + * NAVIGATION CONTROLS + *********************************************/ +.reveal .controls .navigate-left, +.reveal .controls .navigate-left.enabled { + border-right-color: #8b743d; } + +.reveal .controls .navigate-right, +.reveal .controls .navigate-right.enabled { + border-left-color: #8b743d; } + +.reveal .controls .navigate-up, +.reveal .controls .navigate-up.enabled { + border-bottom-color: #8b743d; } + +.reveal .controls .navigate-down, +.reveal .controls .navigate-down.enabled { + border-top-color: #8b743d; } + +.reveal .controls .navigate-left.enabled:hover { + border-right-color: #c0a86e; } + +.reveal .controls .navigate-right.enabled:hover { + border-left-color: #c0a86e; } + +.reveal .controls .navigate-up.enabled:hover { + border-bottom-color: #c0a86e; } + +.reveal .controls .navigate-down.enabled:hover { + border-top-color: #c0a86e; } + +/********************************************* + * PROGRESS BAR + *********************************************/ +.reveal .progress { + background: rgba(0, 0, 0, 0.2); } + +.reveal .progress span { + background: #8b743d; + -webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + -moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); } diff --git a/lectures/css/theme/black.css b/lectures/css/theme/black.css new file mode 100644 index 00000000..511fa798 --- /dev/null +++ b/lectures/css/theme/black.css @@ -0,0 +1,287 @@ +/** + * Black theme for reveal.js. This is the opposite of the 'white' theme. + * + * By Hakim El Hattab, http://hakim.se + */ +@import url(../../lib/font/source-sans-pro/source-sans-pro.css); +section.has-light-background, section.has-light-background h1, section.has-light-background h2, section.has-light-background h3, section.has-light-background h4, section.has-light-background h5, section.has-light-background h6 { + color: #222; } + +/********************************************* + * GLOBAL STYLES + *********************************************/ +body { + background: #222; + background-color: #222; } + +.reveal { + font-family: "Source Sans Pro", Helvetica, sans-serif; + font-size: 38px; + font-weight: normal; + color: #fff; } + +::selection { + color: #fff; + background: #bee4fd; + text-shadow: none; } + +.reveal .slides > section, +.reveal .slides > section > section { + line-height: 1.3; + font-weight: inherit; } + +/********************************************* + * HEADERS + *********************************************/ +.reveal h1, +.reveal h2, +.reveal h3, +.reveal h4, +.reveal h5, +.reveal h6 { + margin: 0 0 20px 0; + color: #fff; + font-family: "Source Sans Pro", Helvetica, sans-serif; + font-weight: 600; + line-height: 1.2; + letter-spacing: normal; + text-transform: uppercase; + text-shadow: none; + word-wrap: break-word; } + +.reveal h1 { + font-size: 2.5em; } + +.reveal h2 { + font-size: 1.6em; } + +.reveal h3 { + font-size: 1.3em; } + +.reveal h4 { + font-size: 1em; } + +.reveal h1 { + text-shadow: none; } + +/********************************************* + * OTHER + *********************************************/ +.reveal p { + margin: 20px 0; + line-height: 1.3; } + +/* Ensure certain elements are never larger than the slide itself */ +.reveal img, +.reveal video, +.reveal iframe { + max-width: 95%; + max-height: 95%; } + +.reveal strong, +.reveal b { + font-weight: bold; } + +.reveal em { + font-style: italic; } + +.reveal ol, +.reveal dl, +.reveal ul { + display: inline-block; + text-align: left; + margin: 0 0 0 1em; } + +.reveal ol { + list-style-type: decimal; } + +.reveal ul { + list-style-type: disc; } + +.reveal ul ul { + list-style-type: square; } + +.reveal ul ul ul { + list-style-type: circle; } + +.reveal ul ul, +.reveal ul ol, +.reveal ol ol, +.reveal ol ul { + display: block; + margin-left: 40px; } + +.reveal dt { + font-weight: bold; } + +.reveal dd { + margin-left: 40px; } + +.reveal q, +.reveal blockquote { + quotes: none; } + +.reveal blockquote { + display: block; + position: relative; + width: 70%; + margin: 20px auto; + padding: 5px; + font-style: italic; + background: rgba(255, 255, 255, 0.05); + box-shadow: 0px 0px 2px rgba(0, 0, 0, 0.2); } + +.reveal blockquote p:first-child, +.reveal blockquote p:last-child { + display: inline-block; } + +.reveal q { + font-style: italic; } + +.reveal pre { + display: block; + position: relative; + width: 90%; + margin: 20px auto; + text-align: left; + font-size: 0.55em; + font-family: monospace; + line-height: 1.2em; + word-wrap: break-word; + box-shadow: 0px 0px 6px rgba(0, 0, 0, 0.3); } + +.reveal code { + font-family: monospace; } + +.reveal pre code { + display: block; + padding: 5px; + overflow: auto; + max-height: 400px; + word-wrap: normal; } + +.reveal table { + margin: auto; + border-collapse: collapse; + border-spacing: 0; } + +.reveal table th { + font-weight: bold; } + +.reveal table th, +.reveal table td { + text-align: left; + padding: 0.2em 0.5em 0.2em 0.5em; + border-bottom: 1px solid; } + +.reveal table th[align="center"], +.reveal table td[align="center"] { + text-align: center; } + +.reveal table th[align="right"], +.reveal table td[align="right"] { + text-align: right; } + +.reveal table tbody tr:last-child th, +.reveal table tbody tr:last-child td { + border-bottom: none; } + +.reveal sup { + vertical-align: super; } + +.reveal sub { + vertical-align: sub; } + +.reveal small { + display: inline-block; + font-size: 0.6em; + line-height: 1.2em; + vertical-align: top; } + +.reveal small * { + vertical-align: top; } + +/********************************************* + * LINKS + *********************************************/ +.reveal a { + color: #42affa; + text-decoration: none; + -webkit-transition: color .15s ease; + -moz-transition: color .15s ease; + transition: color .15s ease; } + +.reveal a:hover { + color: #8dcffc; + text-shadow: none; + border: none; } + +.reveal .roll span:after { + color: #fff; + background: #068de9; } + +/********************************************* + * IMAGES + *********************************************/ +.reveal section img { + margin: 15px 0px; + background: rgba(255, 255, 255, 0.12); + border: 4px solid #fff; + box-shadow: 0 0 10px rgba(0, 0, 0, 0.15); } + +.reveal section img.plain { + border: 0; + box-shadow: none; } + +.reveal a img { + -webkit-transition: all .15s linear; + -moz-transition: all .15s linear; + transition: all .15s linear; } + +.reveal a:hover img { + background: rgba(255, 255, 255, 0.2); + border-color: #42affa; + box-shadow: 0 0 20px rgba(0, 0, 0, 0.55); } + +/********************************************* + * NAVIGATION CONTROLS + *********************************************/ +.reveal .controls .navigate-left, +.reveal .controls .navigate-left.enabled { + border-right-color: #42affa; } + +.reveal .controls .navigate-right, +.reveal .controls .navigate-right.enabled { + border-left-color: #42affa; } + +.reveal .controls .navigate-up, +.reveal .controls .navigate-up.enabled { + border-bottom-color: #42affa; } + +.reveal .controls .navigate-down, +.reveal .controls .navigate-down.enabled { + border-top-color: #42affa; } + +.reveal .controls .navigate-left.enabled:hover { + border-right-color: #8dcffc; } + +.reveal .controls .navigate-right.enabled:hover { + border-left-color: #8dcffc; } + +.reveal .controls .navigate-up.enabled:hover { + border-bottom-color: #8dcffc; } + +.reveal .controls .navigate-down.enabled:hover { + border-top-color: #8dcffc; } + +/********************************************* + * PROGRESS BAR + *********************************************/ +.reveal .progress { + background: rgba(0, 0, 0, 0.2); } + +.reveal .progress span { + background: #42affa; + -webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + -moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); } diff --git a/lectures/css/theme/blood.css b/lectures/css/theme/blood.css new file mode 100644 index 00000000..6fe3d67b --- /dev/null +++ b/lectures/css/theme/blood.css @@ -0,0 +1,310 @@ +/** + * Blood theme for reveal.js + * Author: Walther http://github.com/Walther + * + * Designed to be used with highlight.js theme + * "monokai_sublime.css" available from + * https://github.com/isagalaev/highlight.js/ + * + * For other themes, change $codeBackground accordingly. + * + */ +@import url(https://fonts.googleapis.com/css?family=Ubuntu:300,700,300italic,700italic); +/********************************************* + * GLOBAL STYLES + *********************************************/ +body { + background: #222; + background-color: #222; } + +.reveal { + font-family: Ubuntu, "sans-serif"; + font-size: 36px; + font-weight: normal; + color: #eee; } + +::selection { + color: #fff; + background: #a23; + text-shadow: none; } + +.reveal .slides > section, +.reveal .slides > section > section { + line-height: 1.3; + font-weight: inherit; } + +/********************************************* + * HEADERS + *********************************************/ +.reveal h1, +.reveal h2, +.reveal h3, +.reveal h4, +.reveal h5, +.reveal h6 { + margin: 0 0 20px 0; + color: #eee; + font-family: Ubuntu, "sans-serif"; + font-weight: normal; + line-height: 1.2; + letter-spacing: normal; + text-transform: uppercase; + text-shadow: 2px 2px 2px #222; + word-wrap: break-word; } + +.reveal h1 { + font-size: 3.77em; } + +.reveal h2 { + font-size: 2.11em; } + +.reveal h3 { + font-size: 1.55em; } + +.reveal h4 { + font-size: 1em; } + +.reveal h1 { + text-shadow: 0 1px 0 #ccc, 0 2px 0 #c9c9c9, 0 3px 0 #bbb, 0 4px 0 #b9b9b9, 0 5px 0 #aaa, 0 6px 1px rgba(0, 0, 0, 0.1), 0 0 5px rgba(0, 0, 0, 0.1), 0 1px 3px rgba(0, 0, 0, 0.3), 0 3px 5px rgba(0, 0, 0, 0.2), 0 5px 10px rgba(0, 0, 0, 0.25), 0 20px 20px rgba(0, 0, 0, 0.15); } + +/********************************************* + * OTHER + *********************************************/ +.reveal p { + margin: 20px 0; + line-height: 1.3; } + +/* Ensure certain elements are never larger than the slide itself */ +.reveal img, +.reveal video, +.reveal iframe { + max-width: 95%; + max-height: 95%; } + +.reveal strong, +.reveal b { + font-weight: bold; } + +.reveal em { + font-style: italic; } + +.reveal ol, +.reveal dl, +.reveal ul { + display: inline-block; + text-align: left; + margin: 0 0 0 1em; } + +.reveal ol { + list-style-type: decimal; } + +.reveal ul { + list-style-type: disc; } + +.reveal ul ul { + list-style-type: square; } + +.reveal ul ul ul { + list-style-type: circle; } + +.reveal ul ul, +.reveal ul ol, +.reveal ol ol, +.reveal ol ul { + display: block; + margin-left: 40px; } + +.reveal dt { + font-weight: bold; } + +.reveal dd { + margin-left: 40px; } + +.reveal q, +.reveal blockquote { + quotes: none; } + +.reveal blockquote { + display: block; + position: relative; + width: 70%; + margin: 20px auto; + padding: 5px; + font-style: italic; + background: rgba(255, 255, 255, 0.05); + box-shadow: 0px 0px 2px rgba(0, 0, 0, 0.2); } + +.reveal blockquote p:first-child, +.reveal blockquote p:last-child { + display: inline-block; } + +.reveal q { + font-style: italic; } + +.reveal pre { + display: block; + position: relative; + width: 90%; + margin: 20px auto; + text-align: left; + font-size: 0.55em; + font-family: monospace; + line-height: 1.2em; + word-wrap: break-word; + box-shadow: 0px 0px 6px rgba(0, 0, 0, 0.3); } + +.reveal code { + font-family: monospace; } + +.reveal pre code { + display: block; + padding: 5px; + overflow: auto; + max-height: 400px; + word-wrap: normal; } + +.reveal table { + margin: auto; + border-collapse: collapse; + border-spacing: 0; } + +.reveal table th { + font-weight: bold; } + +.reveal table th, +.reveal table td { + text-align: left; + padding: 0.2em 0.5em 0.2em 0.5em; + border-bottom: 1px solid; } + +.reveal table th[align="center"], +.reveal table td[align="center"] { + text-align: center; } + +.reveal table th[align="right"], +.reveal table td[align="right"] { + text-align: right; } + +.reveal table tbody tr:last-child th, +.reveal table tbody tr:last-child td { + border-bottom: none; } + +.reveal sup { + vertical-align: super; } + +.reveal sub { + vertical-align: sub; } + +.reveal small { + display: inline-block; + font-size: 0.6em; + line-height: 1.2em; + vertical-align: top; } + +.reveal small * { + vertical-align: top; } + +/********************************************* + * LINKS + *********************************************/ +.reveal a { + color: #a23; + text-decoration: none; + -webkit-transition: color .15s ease; + -moz-transition: color .15s ease; + transition: color .15s ease; } + +.reveal a:hover { + color: #dd5566; + text-shadow: none; + border: none; } + +.reveal .roll span:after { + color: #fff; + background: #6a1520; } + +/********************************************* + * IMAGES + *********************************************/ +.reveal section img { + margin: 15px 0px; + background: rgba(255, 255, 255, 0.12); + border: 4px solid #eee; + box-shadow: 0 0 10px rgba(0, 0, 0, 0.15); } + +.reveal section img.plain { + border: 0; + box-shadow: none; } + +.reveal a img { + -webkit-transition: all .15s linear; + -moz-transition: all .15s linear; + transition: all .15s linear; } + +.reveal a:hover img { + background: rgba(255, 255, 255, 0.2); + border-color: #a23; + box-shadow: 0 0 20px rgba(0, 0, 0, 0.55); } + +/********************************************* + * NAVIGATION CONTROLS + *********************************************/ +.reveal .controls .navigate-left, +.reveal .controls .navigate-left.enabled { + border-right-color: #a23; } + +.reveal .controls .navigate-right, +.reveal .controls .navigate-right.enabled { + border-left-color: #a23; } + +.reveal .controls .navigate-up, +.reveal .controls .navigate-up.enabled { + border-bottom-color: #a23; } + +.reveal .controls .navigate-down, +.reveal .controls .navigate-down.enabled { + border-top-color: #a23; } + +.reveal .controls .navigate-left.enabled:hover { + border-right-color: #dd5566; } + +.reveal .controls .navigate-right.enabled:hover { + border-left-color: #dd5566; } + +.reveal .controls .navigate-up.enabled:hover { + border-bottom-color: #dd5566; } + +.reveal .controls .navigate-down.enabled:hover { + border-top-color: #dd5566; } + +/********************************************* + * PROGRESS BAR + *********************************************/ +.reveal .progress { + background: rgba(0, 0, 0, 0.2); } + +.reveal .progress span { + background: #a23; + -webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + -moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); } + +.reveal p { + font-weight: 300; + text-shadow: 1px 1px #222; } + +.reveal h1, +.reveal h2, +.reveal h3, +.reveal h4, +.reveal h5, +.reveal h6 { + font-weight: 700; } + +.reveal p code { + background-color: #23241f; + display: inline-block; + border-radius: 7px; } + +.reveal small code { + vertical-align: baseline; } diff --git a/lectures/css/theme/league.css b/lectures/css/theme/league.css new file mode 100644 index 00000000..03c44ce0 --- /dev/null +++ b/lectures/css/theme/league.css @@ -0,0 +1,293 @@ +/** + * League theme for reveal.js. + * + * This was the default theme pre-3.0.0. + * + * Copyright (C) 2011-2012 Hakim El Hattab, http://hakim.se + */ +@import url(../../lib/font/league-gothic/league-gothic.css); +@import url(https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic); +/********************************************* + * GLOBAL STYLES + *********************************************/ +body { + background: #1c1e20; + background: -moz-radial-gradient(center, circle cover, #555a5f 0%, #1c1e20 100%); + background: -webkit-gradient(radial, center center, 0px, center center, 100%, color-stop(0%, #555a5f), color-stop(100%, #1c1e20)); + background: -webkit-radial-gradient(center, circle cover, #555a5f 0%, #1c1e20 100%); + background: -o-radial-gradient(center, circle cover, #555a5f 0%, #1c1e20 100%); + background: -ms-radial-gradient(center, circle cover, #555a5f 0%, #1c1e20 100%); + background: radial-gradient(center, circle cover, #555a5f 0%, #1c1e20 100%); + background-color: #2b2b2b; } + +.reveal { + font-family: "Lato", sans-serif; + font-size: 36px; + font-weight: normal; + color: #eee; } + +::selection { + color: #fff; + background: #FF5E99; + text-shadow: none; } + +.reveal .slides > section, +.reveal .slides > section > section { + line-height: 1.3; + font-weight: inherit; } + +/********************************************* + * HEADERS + *********************************************/ +.reveal h1, +.reveal h2, +.reveal h3, +.reveal h4, +.reveal h5, +.reveal h6 { + margin: 0 0 20px 0; + color: #eee; + font-family: "League Gothic", Impact, sans-serif; + font-weight: normal; + line-height: 1.2; + letter-spacing: normal; + text-transform: uppercase; + text-shadow: 0px 0px 6px rgba(0, 0, 0, 0.2); + word-wrap: break-word; } + +.reveal h1 { + font-size: 3.77em; } + +.reveal h2 { + font-size: 2.11em; } + +.reveal h3 { + font-size: 1.55em; } + +.reveal h4 { + font-size: 1em; } + +.reveal h1 { + text-shadow: 0 1px 0 #ccc, 0 2px 0 #c9c9c9, 0 3px 0 #bbb, 0 4px 0 #b9b9b9, 0 5px 0 #aaa, 0 6px 1px rgba(0, 0, 0, 0.1), 0 0 5px rgba(0, 0, 0, 0.1), 0 1px 3px rgba(0, 0, 0, 0.3), 0 3px 5px rgba(0, 0, 0, 0.2), 0 5px 10px rgba(0, 0, 0, 0.25), 0 20px 20px rgba(0, 0, 0, 0.15); } + +/********************************************* + * OTHER + *********************************************/ +.reveal p { + margin: 20px 0; + line-height: 1.3; } + +/* Ensure certain elements are never larger than the slide itself */ +.reveal img, +.reveal video, +.reveal iframe { + max-width: 95%; + max-height: 95%; } + +.reveal strong, +.reveal b { + font-weight: bold; } + +.reveal em { + font-style: italic; } + +.reveal ol, +.reveal dl, +.reveal ul { + display: inline-block; + text-align: left; + margin: 0 0 0 1em; } + +.reveal ol { + list-style-type: decimal; } + +.reveal ul { + list-style-type: disc; } + +.reveal ul ul { + list-style-type: square; } + +.reveal ul ul ul { + list-style-type: circle; } + +.reveal ul ul, +.reveal ul ol, +.reveal ol ol, +.reveal ol ul { + display: block; + margin-left: 40px; } + +.reveal dt { + font-weight: bold; } + +.reveal dd { + margin-left: 40px; } + +.reveal q, +.reveal blockquote { + quotes: none; } + +.reveal blockquote { + display: block; + position: relative; + width: 70%; + margin: 20px auto; + padding: 5px; + font-style: italic; + background: rgba(255, 255, 255, 0.05); + box-shadow: 0px 0px 2px rgba(0, 0, 0, 0.2); } + +.reveal blockquote p:first-child, +.reveal blockquote p:last-child { + display: inline-block; } + +.reveal q { + font-style: italic; } + +.reveal pre { + display: block; + position: relative; + width: 90%; + margin: 20px auto; + text-align: left; + font-size: 0.55em; + font-family: monospace; + line-height: 1.2em; + word-wrap: break-word; + box-shadow: 0px 0px 6px rgba(0, 0, 0, 0.3); } + +.reveal code { + font-family: monospace; } + +.reveal pre code { + display: block; + padding: 5px; + overflow: auto; + max-height: 400px; + word-wrap: normal; } + +.reveal table { + margin: auto; + border-collapse: collapse; + border-spacing: 0; } + +.reveal table th { + font-weight: bold; } + +.reveal table th, +.reveal table td { + text-align: left; + padding: 0.2em 0.5em 0.2em 0.5em; + border-bottom: 1px solid; } + +.reveal table th[align="center"], +.reveal table td[align="center"] { + text-align: center; } + +.reveal table th[align="right"], +.reveal table td[align="right"] { + text-align: right; } + +.reveal table tbody tr:last-child th, +.reveal table tbody tr:last-child td { + border-bottom: none; } + +.reveal sup { + vertical-align: super; } + +.reveal sub { + vertical-align: sub; } + +.reveal small { + display: inline-block; + font-size: 0.6em; + line-height: 1.2em; + vertical-align: top; } + +.reveal small * { + vertical-align: top; } + +/********************************************* + * LINKS + *********************************************/ +.reveal a { + color: #13DAEC; + text-decoration: none; + -webkit-transition: color .15s ease; + -moz-transition: color .15s ease; + transition: color .15s ease; } + +.reveal a:hover { + color: #71e9f4; + text-shadow: none; + border: none; } + +.reveal .roll span:after { + color: #fff; + background: #0d99a5; } + +/********************************************* + * IMAGES + *********************************************/ +.reveal section img { + margin: 15px 0px; + background: rgba(255, 255, 255, 0.12); + border: 4px solid #eee; + box-shadow: 0 0 10px rgba(0, 0, 0, 0.15); } + +.reveal section img.plain { + border: 0; + box-shadow: none; } + +.reveal a img { + -webkit-transition: all .15s linear; + -moz-transition: all .15s linear; + transition: all .15s linear; } + +.reveal a:hover img { + background: rgba(255, 255, 255, 0.2); + border-color: #13DAEC; + box-shadow: 0 0 20px rgba(0, 0, 0, 0.55); } + +/********************************************* + * NAVIGATION CONTROLS + *********************************************/ +.reveal .controls .navigate-left, +.reveal .controls .navigate-left.enabled { + border-right-color: #13DAEC; } + +.reveal .controls .navigate-right, +.reveal .controls .navigate-right.enabled { + border-left-color: #13DAEC; } + +.reveal .controls .navigate-up, +.reveal .controls .navigate-up.enabled { + border-bottom-color: #13DAEC; } + +.reveal .controls .navigate-down, +.reveal .controls .navigate-down.enabled { + border-top-color: #13DAEC; } + +.reveal .controls .navigate-left.enabled:hover { + border-right-color: #71e9f4; } + +.reveal .controls .navigate-right.enabled:hover { + border-left-color: #71e9f4; } + +.reveal .controls .navigate-up.enabled:hover { + border-bottom-color: #71e9f4; } + +.reveal .controls .navigate-down.enabled:hover { + border-top-color: #71e9f4; } + +/********************************************* + * PROGRESS BAR + *********************************************/ +.reveal .progress { + background: rgba(0, 0, 0, 0.2); } + +.reveal .progress span { + background: #13DAEC; + -webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + -moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); } diff --git a/lectures/css/theme/moon.css b/lectures/css/theme/moon.css new file mode 100644 index 00000000..5e5d6e4c --- /dev/null +++ b/lectures/css/theme/moon.css @@ -0,0 +1,291 @@ +/** + * Solarized Dark theme for reveal.js. + * Author: Achim Staebler + */ +@import url(../../lib/font/league-gothic/league-gothic.css); +@import url(https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic); +/** + * Solarized colors by Ethan Schoonover + */ +html * { + color-profile: sRGB; + rendering-intent: auto; } + +/********************************************* + * GLOBAL STYLES + *********************************************/ +body { + background: #002b36; + background-color: #002b36; } + +.reveal { + font-family: "Lato", sans-serif; + font-size: 36px; + font-weight: normal; + color: #93a1a1; } + +::selection { + color: #fff; + background: #d33682; + text-shadow: none; } + +.reveal .slides > section, +.reveal .slides > section > section { + line-height: 1.3; + font-weight: inherit; } + +/********************************************* + * HEADERS + *********************************************/ +.reveal h1, +.reveal h2, +.reveal h3, +.reveal h4, +.reveal h5, +.reveal h6 { + margin: 0 0 20px 0; + color: #eee8d5; + font-family: "League Gothic", Impact, sans-serif; + font-weight: normal; + line-height: 1.2; + letter-spacing: normal; + text-transform: uppercase; + text-shadow: none; + word-wrap: break-word; } + +.reveal h1 { + font-size: 3.77em; } + +.reveal h2 { + font-size: 2.11em; } + +.reveal h3 { + font-size: 1.55em; } + +.reveal h4 { + font-size: 1em; } + +.reveal h1 { + text-shadow: none; } + +/********************************************* + * OTHER + *********************************************/ +.reveal p { + margin: 20px 0; + line-height: 1.3; } + +/* Ensure certain elements are never larger than the slide itself */ +.reveal img, +.reveal video, +.reveal iframe { + max-width: 95%; + max-height: 95%; } + +.reveal strong, +.reveal b { + font-weight: bold; } + +.reveal em { + font-style: italic; } + +.reveal ol, +.reveal dl, +.reveal ul { + display: inline-block; + text-align: left; + margin: 0 0 0 1em; } + +.reveal ol { + list-style-type: decimal; } + +.reveal ul { + list-style-type: disc; } + +.reveal ul ul { + list-style-type: square; } + +.reveal ul ul ul { + list-style-type: circle; } + +.reveal ul ul, +.reveal ul ol, +.reveal ol ol, +.reveal ol ul { + display: block; + margin-left: 40px; } + +.reveal dt { + font-weight: bold; } + +.reveal dd { + margin-left: 40px; } + +.reveal q, +.reveal blockquote { + quotes: none; } + +.reveal blockquote { + display: block; + position: relative; + width: 70%; + margin: 20px auto; + padding: 5px; + font-style: italic; + background: rgba(255, 255, 255, 0.05); + box-shadow: 0px 0px 2px rgba(0, 0, 0, 0.2); } + +.reveal blockquote p:first-child, +.reveal blockquote p:last-child { + display: inline-block; } + +.reveal q { + font-style: italic; } + +.reveal pre { + display: block; + position: relative; + width: 90%; + margin: 20px auto; + text-align: left; + font-size: 0.55em; + font-family: monospace; + line-height: 1.2em; + word-wrap: break-word; + box-shadow: 0px 0px 6px rgba(0, 0, 0, 0.3); } + +.reveal code { + font-family: monospace; } + +.reveal pre code { + display: block; + padding: 5px; + overflow: auto; + max-height: 400px; + word-wrap: normal; } + +.reveal table { + margin: auto; + border-collapse: collapse; + border-spacing: 0; } + +.reveal table th { + font-weight: bold; } + +.reveal table th, +.reveal table td { + text-align: left; + padding: 0.2em 0.5em 0.2em 0.5em; + border-bottom: 1px solid; } + +.reveal table th[align="center"], +.reveal table td[align="center"] { + text-align: center; } + +.reveal table th[align="right"], +.reveal table td[align="right"] { + text-align: right; } + +.reveal table tbody tr:last-child th, +.reveal table tbody tr:last-child td { + border-bottom: none; } + +.reveal sup { + vertical-align: super; } + +.reveal sub { + vertical-align: sub; } + +.reveal small { + display: inline-block; + font-size: 0.6em; + line-height: 1.2em; + vertical-align: top; } + +.reveal small * { + vertical-align: top; } + +/********************************************* + * LINKS + *********************************************/ +.reveal a { + color: #268bd2; + text-decoration: none; + -webkit-transition: color .15s ease; + -moz-transition: color .15s ease; + transition: color .15s ease; } + +.reveal a:hover { + color: #78b9e6; + text-shadow: none; + border: none; } + +.reveal .roll span:after { + color: #fff; + background: #1a6091; } + +/********************************************* + * IMAGES + *********************************************/ +.reveal section img { + margin: 15px 0px; + background: rgba(255, 255, 255, 0.12); + border: 4px solid #93a1a1; + box-shadow: 0 0 10px rgba(0, 0, 0, 0.15); } + +.reveal section img.plain { + border: 0; + box-shadow: none; } + +.reveal a img { + -webkit-transition: all .15s linear; + -moz-transition: all .15s linear; + transition: all .15s linear; } + +.reveal a:hover img { + background: rgba(255, 255, 255, 0.2); + border-color: #268bd2; + box-shadow: 0 0 20px rgba(0, 0, 0, 0.55); } + +/********************************************* + * NAVIGATION CONTROLS + *********************************************/ +.reveal .controls .navigate-left, +.reveal .controls .navigate-left.enabled { + border-right-color: #268bd2; } + +.reveal .controls .navigate-right, +.reveal .controls .navigate-right.enabled { + border-left-color: #268bd2; } + +.reveal .controls .navigate-up, +.reveal .controls .navigate-up.enabled { + border-bottom-color: #268bd2; } + +.reveal .controls .navigate-down, +.reveal .controls .navigate-down.enabled { + border-top-color: #268bd2; } + +.reveal .controls .navigate-left.enabled:hover { + border-right-color: #78b9e6; } + +.reveal .controls .navigate-right.enabled:hover { + border-left-color: #78b9e6; } + +.reveal .controls .navigate-up.enabled:hover { + border-bottom-color: #78b9e6; } + +.reveal .controls .navigate-down.enabled:hover { + border-top-color: #78b9e6; } + +/********************************************* + * PROGRESS BAR + *********************************************/ +.reveal .progress { + background: rgba(0, 0, 0, 0.2); } + +.reveal .progress span { + background: #268bd2; + -webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + -moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); } diff --git a/lectures/css/theme/night.css b/lectures/css/theme/night.css new file mode 100644 index 00000000..a439cdcf --- /dev/null +++ b/lectures/css/theme/night.css @@ -0,0 +1,285 @@ +/** + * Black theme for reveal.js. + * + * Copyright (C) 2011-2012 Hakim El Hattab, http://hakim.se + */ +@import url(https://fonts.googleapis.com/css?family=Montserrat:700); +@import url(https://fonts.googleapis.com/css?family=Open+Sans:400,700,400italic,700italic); +/********************************************* + * GLOBAL STYLES + *********************************************/ +body { + background: #111; + background-color: #111; } + +.reveal { + font-family: "Open Sans", sans-serif; + font-size: 30px; + font-weight: normal; + color: #eee; } + +::selection { + color: #fff; + background: #e7ad52; + text-shadow: none; } + +.reveal .slides > section, +.reveal .slides > section > section { + line-height: 1.3; + font-weight: inherit; } + +/********************************************* + * HEADERS + *********************************************/ +.reveal h1, +.reveal h2, +.reveal h3, +.reveal h4, +.reveal h5, +.reveal h6 { + margin: 0 0 20px 0; + color: #eee; + font-family: "Montserrat", Impact, sans-serif; + font-weight: normal; + line-height: 1.2; + letter-spacing: -0.03em; + text-transform: none; + text-shadow: none; + word-wrap: break-word; } + +.reveal h1 { + font-size: 3.77em; } + +.reveal h2 { + font-size: 2.11em; } + +.reveal h3 { + font-size: 1.55em; } + +.reveal h4 { + font-size: 1em; } + +.reveal h1 { + text-shadow: none; } + +/********************************************* + * OTHER + *********************************************/ +.reveal p { + margin: 20px 0; + line-height: 1.3; } + +/* Ensure certain elements are never larger than the slide itself */ +.reveal img, +.reveal video, +.reveal iframe { + max-width: 95%; + max-height: 95%; } + +.reveal strong, +.reveal b { + font-weight: bold; } + +.reveal em { + font-style: italic; } + +.reveal ol, +.reveal dl, +.reveal ul { + display: inline-block; + text-align: left; + margin: 0 0 0 1em; } + +.reveal ol { + list-style-type: decimal; } + +.reveal ul { + list-style-type: disc; } + +.reveal ul ul { + list-style-type: square; } + +.reveal ul ul ul { + list-style-type: circle; } + +.reveal ul ul, +.reveal ul ol, +.reveal ol ol, +.reveal ol ul { + display: block; + margin-left: 40px; } + +.reveal dt { + font-weight: bold; } + +.reveal dd { + margin-left: 40px; } + +.reveal q, +.reveal blockquote { + quotes: none; } + +.reveal blockquote { + display: block; + position: relative; + width: 70%; + margin: 20px auto; + padding: 5px; + font-style: italic; + background: rgba(255, 255, 255, 0.05); + box-shadow: 0px 0px 2px rgba(0, 0, 0, 0.2); } + +.reveal blockquote p:first-child, +.reveal blockquote p:last-child { + display: inline-block; } + +.reveal q { + font-style: italic; } + +.reveal pre { + display: block; + position: relative; + width: 90%; + margin: 20px auto; + text-align: left; + font-size: 0.55em; + font-family: monospace; + line-height: 1.2em; + word-wrap: break-word; + box-shadow: 0px 0px 6px rgba(0, 0, 0, 0.3); } + +.reveal code { + font-family: monospace; } + +.reveal pre code { + display: block; + padding: 5px; + overflow: auto; + max-height: 400px; + word-wrap: normal; } + +.reveal table { + margin: auto; + border-collapse: collapse; + border-spacing: 0; } + +.reveal table th { + font-weight: bold; } + +.reveal table th, +.reveal table td { + text-align: left; + padding: 0.2em 0.5em 0.2em 0.5em; + border-bottom: 1px solid; } + +.reveal table th[align="center"], +.reveal table td[align="center"] { + text-align: center; } + +.reveal table th[align="right"], +.reveal table td[align="right"] { + text-align: right; } + +.reveal table tbody tr:last-child th, +.reveal table tbody tr:last-child td { + border-bottom: none; } + +.reveal sup { + vertical-align: super; } + +.reveal sub { + vertical-align: sub; } + +.reveal small { + display: inline-block; + font-size: 0.6em; + line-height: 1.2em; + vertical-align: top; } + +.reveal small * { + vertical-align: top; } + +/********************************************* + * LINKS + *********************************************/ +.reveal a { + color: #e7ad52; + text-decoration: none; + -webkit-transition: color .15s ease; + -moz-transition: color .15s ease; + transition: color .15s ease; } + +.reveal a:hover { + color: #f3d7ac; + text-shadow: none; + border: none; } + +.reveal .roll span:after { + color: #fff; + background: #d08a1d; } + +/********************************************* + * IMAGES + *********************************************/ +.reveal section img { + margin: 15px 0px; + background: rgba(255, 255, 255, 0.12); + border: 4px solid #eee; + box-shadow: 0 0 10px rgba(0, 0, 0, 0.15); } + +.reveal section img.plain { + border: 0; + box-shadow: none; } + +.reveal a img { + -webkit-transition: all .15s linear; + -moz-transition: all .15s linear; + transition: all .15s linear; } + +.reveal a:hover img { + background: rgba(255, 255, 255, 0.2); + border-color: #e7ad52; + box-shadow: 0 0 20px rgba(0, 0, 0, 0.55); } + +/********************************************* + * NAVIGATION CONTROLS + *********************************************/ +.reveal .controls .navigate-left, +.reveal .controls .navigate-left.enabled { + border-right-color: #e7ad52; } + +.reveal .controls .navigate-right, +.reveal .controls .navigate-right.enabled { + border-left-color: #e7ad52; } + +.reveal .controls .navigate-up, +.reveal .controls .navigate-up.enabled { + border-bottom-color: #e7ad52; } + +.reveal .controls .navigate-down, +.reveal .controls .navigate-down.enabled { + border-top-color: #e7ad52; } + +.reveal .controls .navigate-left.enabled:hover { + border-right-color: #f3d7ac; } + +.reveal .controls .navigate-right.enabled:hover { + border-left-color: #f3d7ac; } + +.reveal .controls .navigate-up.enabled:hover { + border-bottom-color: #f3d7ac; } + +.reveal .controls .navigate-down.enabled:hover { + border-top-color: #f3d7ac; } + +/********************************************* + * PROGRESS BAR + *********************************************/ +.reveal .progress { + background: rgba(0, 0, 0, 0.2); } + +.reveal .progress span { + background: #e7ad52; + -webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + -moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); } diff --git a/lectures/css/theme/serif.css b/lectures/css/theme/serif.css new file mode 100644 index 00000000..40ccb397 --- /dev/null +++ b/lectures/css/theme/serif.css @@ -0,0 +1,287 @@ +/** + * A simple theme for reveal.js presentations, similar + * to the default theme. The accent color is brown. + * + * This theme is Copyright (C) 2012-2013 Owen Versteeg, http://owenversteeg.com - it is MIT licensed. + */ +.reveal a { + line-height: 1.3em; } + +/********************************************* + * GLOBAL STYLES + *********************************************/ +body { + background: #F0F1EB; + background-color: #F0F1EB; } + +.reveal { + font-family: "Palatino Linotype", "Book Antiqua", Palatino, FreeSerif, serif; + font-size: 36px; + font-weight: normal; + color: #000; } + +::selection { + color: #fff; + background: #26351C; + text-shadow: none; } + +.reveal .slides > section, +.reveal .slides > section > section { + line-height: 1.3; + font-weight: inherit; } + +/********************************************* + * HEADERS + *********************************************/ +.reveal h1, +.reveal h2, +.reveal h3, +.reveal h4, +.reveal h5, +.reveal h6 { + margin: 0 0 20px 0; + color: #383D3D; + font-family: "Palatino Linotype", "Book Antiqua", Palatino, FreeSerif, serif; + font-weight: normal; + line-height: 1.2; + letter-spacing: normal; + text-transform: none; + text-shadow: none; + word-wrap: break-word; } + +.reveal h1 { + font-size: 3.77em; } + +.reveal h2 { + font-size: 2.11em; } + +.reveal h3 { + font-size: 1.55em; } + +.reveal h4 { + font-size: 1em; } + +.reveal h1 { + text-shadow: none; } + +/********************************************* + * OTHER + *********************************************/ +.reveal p { + margin: 20px 0; + line-height: 1.3; } + +/* Ensure certain elements are never larger than the slide itself */ +.reveal img, +.reveal video, +.reveal iframe { + max-width: 95%; + max-height: 95%; } + +.reveal strong, +.reveal b { + font-weight: bold; } + +.reveal em { + font-style: italic; } + +.reveal ol, +.reveal dl, +.reveal ul { + display: inline-block; + text-align: left; + margin: 0 0 0 1em; } + +.reveal ol { + list-style-type: decimal; } + +.reveal ul { + list-style-type: disc; } + +.reveal ul ul { + list-style-type: square; } + +.reveal ul ul ul { + list-style-type: circle; } + +.reveal ul ul, +.reveal ul ol, +.reveal ol ol, +.reveal ol ul { + display: block; + margin-left: 40px; } + +.reveal dt { + font-weight: bold; } + +.reveal dd { + margin-left: 40px; } + +.reveal q, +.reveal blockquote { + quotes: none; } + +.reveal blockquote { + display: block; + position: relative; + width: 70%; + margin: 20px auto; + padding: 5px; + font-style: italic; + background: rgba(255, 255, 255, 0.05); + box-shadow: 0px 0px 2px rgba(0, 0, 0, 0.2); } + +.reveal blockquote p:first-child, +.reveal blockquote p:last-child { + display: inline-block; } + +.reveal q { + font-style: italic; } + +.reveal pre { + display: block; + position: relative; + width: 90%; + margin: 20px auto; + text-align: left; + font-size: 0.55em; + font-family: monospace; + line-height: 1.2em; + word-wrap: break-word; + box-shadow: 0px 0px 6px rgba(0, 0, 0, 0.3); } + +.reveal code { + font-family: monospace; } + +.reveal pre code { + display: block; + padding: 5px; + overflow: auto; + max-height: 400px; + word-wrap: normal; } + +.reveal table { + margin: auto; + border-collapse: collapse; + border-spacing: 0; } + +.reveal table th { + font-weight: bold; } + +.reveal table th, +.reveal table td { + text-align: left; + padding: 0.2em 0.5em 0.2em 0.5em; + border-bottom: 1px solid; } + +.reveal table th[align="center"], +.reveal table td[align="center"] { + text-align: center; } + +.reveal table th[align="right"], +.reveal table td[align="right"] { + text-align: right; } + +.reveal table tbody tr:last-child th, +.reveal table tbody tr:last-child td { + border-bottom: none; } + +.reveal sup { + vertical-align: super; } + +.reveal sub { + vertical-align: sub; } + +.reveal small { + display: inline-block; + font-size: 0.6em; + line-height: 1.2em; + vertical-align: top; } + +.reveal small * { + vertical-align: top; } + +/********************************************* + * LINKS + *********************************************/ +.reveal a { + color: #51483D; + text-decoration: none; + -webkit-transition: color .15s ease; + -moz-transition: color .15s ease; + transition: color .15s ease; } + +.reveal a:hover { + color: #8b7c69; + text-shadow: none; + border: none; } + +.reveal .roll span:after { + color: #fff; + background: #25211c; } + +/********************************************* + * IMAGES + *********************************************/ +.reveal section img { + margin: 15px 0px; + background: rgba(255, 255, 255, 0.12); + border: 4px solid #000; + box-shadow: 0 0 10px rgba(0, 0, 0, 0.15); } + +.reveal section img.plain { + border: 0; + box-shadow: none; } + +.reveal a img { + -webkit-transition: all .15s linear; + -moz-transition: all .15s linear; + transition: all .15s linear; } + +.reveal a:hover img { + background: rgba(255, 255, 255, 0.2); + border-color: #51483D; + box-shadow: 0 0 20px rgba(0, 0, 0, 0.55); } + +/********************************************* + * NAVIGATION CONTROLS + *********************************************/ +.reveal .controls .navigate-left, +.reveal .controls .navigate-left.enabled { + border-right-color: #51483D; } + +.reveal .controls .navigate-right, +.reveal .controls .navigate-right.enabled { + border-left-color: #51483D; } + +.reveal .controls .navigate-up, +.reveal .controls .navigate-up.enabled { + border-bottom-color: #51483D; } + +.reveal .controls .navigate-down, +.reveal .controls .navigate-down.enabled { + border-top-color: #51483D; } + +.reveal .controls .navigate-left.enabled:hover { + border-right-color: #8b7c69; } + +.reveal .controls .navigate-right.enabled:hover { + border-left-color: #8b7c69; } + +.reveal .controls .navigate-up.enabled:hover { + border-bottom-color: #8b7c69; } + +.reveal .controls .navigate-down.enabled:hover { + border-top-color: #8b7c69; } + +/********************************************* + * PROGRESS BAR + *********************************************/ +.reveal .progress { + background: rgba(0, 0, 0, 0.2); } + +.reveal .progress span { + background: #51483D; + -webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + -moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); } diff --git a/lectures/css/theme/simple.css b/lectures/css/theme/simple.css new file mode 100644 index 00000000..4f584525 --- /dev/null +++ b/lectures/css/theme/simple.css @@ -0,0 +1,298 @@ +/** + * A simple theme for reveal.js presentations, similar + * to the default theme. The accent color is darkblue. + * + * This theme is Copyright (C) 2012 Owen Versteeg, https://github.com/StereotypicalApps. It is MIT licensed. + * reveal.js is Copyright (C) 2011-2012 Hakim El Hattab, http://hakim.se + */ +@import url(https://fonts.googleapis.com/css?family=News+Cycle:400,700); +@import url(https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic); +/********************************************* + * GLOBAL STYLES + *********************************************/ + +@font-face{ + font-family: 'Fira Sans'; + src: url('../../lib/font/fira/FiraSans-Regular.eot'); + src: local('Fira Sans Regular'), + url('../../lib/font/fira/FiraSans-Regular.eot') format('embedded-opentype'), + url('../../lib/font/fira/FiraSans-Regular.woff') format('woff'), + url('../../lib/font/fira/FiraSans-Regular.ttf') format('truetype'); + font-weight: 400; + font-style: normal; +} + +body { + background: #fff; + background-color: #fff; } + +.reveal { + font-family: 'Fira Sans', sans-serif; + font-size: 36px; + font-weight: normal; + color: #000; } + +::selection { + color: #fff; + background: rgba(0, 0, 0, 0.99); + text-shadow: none; } + +.reveal .slides > section, +.reveal .slides > section > section { + line-height: 1.3; + font-weight: inherit; } + +/********************************************* + * HEADERS + *********************************************/ +.reveal h1, +.reveal h2, +.reveal h3, +.reveal h4, +.reveal h5, +.reveal h6 { + margin: 0 0 20px 0; + color: #000; + font-weight: normal; + line-height: 1.2; + letter-spacing: normal; + text-transform: none; + text-shadow: none; + word-wrap: break-word; } + +.reveal h1 { + font-size: 3.77em; } + +.reveal h2 { + font-size: 2.11em; } + +.reveal h3 { + font-size: 1.55em; } + +.reveal h4 { + font-size: 1em; } + +.reveal h1 { + text-shadow: none; } + +/********************************************* + * OTHER + *********************************************/ +.reveal p { + margin: 20px 0; + line-height: 1.3; } + +/* Ensure certain elements are never larger than the slide itself */ +.reveal img, +.reveal video, +.reveal iframe { + max-width: 95%; + max-height: 95%; } + +.reveal strong, +.reveal b { + font-weight: bold; } + +.reveal em { + font-style: italic; } + +.reveal ol, +.reveal dl, +.reveal ul { + display: inline-block; + text-align: left; + margin: 0 0 0 1em; } + +.reveal ol { + list-style-type: decimal; } + +.reveal ul { + list-style-type: disc; } + +.reveal ul ul { + list-style-type: square; } + +.reveal ul ul ul { + list-style-type: circle; } + +.reveal ul ul, +.reveal ul ol, +.reveal ol ol, +.reveal ol ul { + display: block; + margin-left: 40px; } + +.reveal dt { + font-weight: bold; } + +.reveal dd { + margin-left: 40px; } + +.reveal q, +.reveal blockquote { + quotes: none; } + +.reveal blockquote { + display: block; + position: relative; + width: 70%; + margin: 20px auto; + padding: 5px; + font-style: italic; + background: rgba(255, 255, 255, 0.05); + box-shadow: 0px 0px 2px rgba(0, 0, 0, 0.2); } + +.reveal blockquote p:first-child, +.reveal blockquote p:last-child { + display: inline-block; } + +.reveal q { + font-style: italic; } + +.reveal pre { + display: block; + position: relative; + width: 90%; + margin: 20px auto; + text-align: left; + font-size: 0.55em; + font-family: monospace; + line-height: 1.2em; + word-wrap: break-word; + box-shadow: 0px 0px 6px rgba(0, 0, 0, 0.3); } + +.reveal code { + font-family: monospace; } + +.reveal pre code { + display: block; + padding: 5px; + overflow: auto; + max-height: 400px; + word-wrap: normal; } + +.reveal table { + margin: auto; + border-collapse: collapse; + border-spacing: 0; } + +.reveal table th { + font-weight: bold; } + +.reveal table th, +.reveal table td { + text-align: left; + padding: 0.2em 0.5em 0.2em 0.5em; + border-bottom: 1px solid; } + +.reveal table th[align="center"], +.reveal table td[align="center"] { + text-align: center; } + +.reveal table th[align="right"], +.reveal table td[align="right"] { + text-align: right; } + +.reveal table tbody tr:last-child th, +.reveal table tbody tr:last-child td { + border-bottom: none; } + +.reveal sup { + vertical-align: super; } + +.reveal sub { + vertical-align: sub; } + +.reveal small { + display: inline-block; + font-size: 0.6em; + line-height: 1.2em; + vertical-align: top; } + +.reveal small * { + vertical-align: top; } + +/********************************************* + * LINKS + *********************************************/ +.reveal a { + color: #00008B; + text-decoration: none; + -webkit-transition: color .15s ease; + -moz-transition: color .15s ease; + transition: color .15s ease; } + +.reveal a:hover { + color: #0000f1; + text-shadow: none; + border: none; } + +.reveal .roll span:after { + color: #fff; + background: #00003f; } + +/********************************************* + * IMAGES + *********************************************/ +.reveal section img { + margin: 15px 0px; + background: rgba(255, 255, 255, 0.12); + border: 4px solid #000; + box-shadow: 0 0 10px rgba(0, 0, 0, 0.15); } + +.reveal section img.plain { + border: 0; + box-shadow: none; } + +.reveal a img { + -webkit-transition: all .15s linear; + -moz-transition: all .15s linear; + transition: all .15s linear; } + +.reveal a:hover img { + background: rgba(255, 255, 255, 0.2); + border-color: #00008B; + box-shadow: 0 0 20px rgba(0, 0, 0, 0.55); } + +/********************************************* + * NAVIGATION CONTROLS + *********************************************/ +.reveal .controls .navigate-left, +.reveal .controls .navigate-left.enabled { + border-right-color: #00008B; } + +.reveal .controls .navigate-right, +.reveal .controls .navigate-right.enabled { + border-left-color: #00008B; } + +.reveal .controls .navigate-up, +.reveal .controls .navigate-up.enabled { + border-bottom-color: #00008B; } + +.reveal .controls .navigate-down, +.reveal .controls .navigate-down.enabled { + border-top-color: #00008B; } + +.reveal .controls .navigate-left.enabled:hover { + border-right-color: #0000f1; } + +.reveal .controls .navigate-right.enabled:hover { + border-left-color: #0000f1; } + +.reveal .controls .navigate-up.enabled:hover { + border-bottom-color: #0000f1; } + +.reveal .controls .navigate-down.enabled:hover { + border-top-color: #0000f1; } + +/********************************************* + * PROGRESS BAR + *********************************************/ +.reveal .progress { + background: rgba(0, 0, 0, 0.2); } + +.reveal .progress span { + background: #00008B; + -webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + -moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); } diff --git a/lectures/css/theme/sky.css b/lectures/css/theme/sky.css new file mode 100644 index 00000000..99f1cfdf --- /dev/null +++ b/lectures/css/theme/sky.css @@ -0,0 +1,294 @@ +/** + * Sky theme for reveal.js. + * + * Copyright (C) 2011-2012 Hakim El Hattab, http://hakim.se + */ +@import url(https://fonts.googleapis.com/css?family=Quicksand:400,700,400italic,700italic); +@import url(https://fonts.googleapis.com/css?family=Open+Sans:400italic,700italic,400,700); +.reveal a { + line-height: 1.3em; } + +/********************************************* + * GLOBAL STYLES + *********************************************/ +body { + background: #add9e4; + background: -moz-radial-gradient(center, circle cover, #f7fbfc 0%, #add9e4 100%); + background: -webkit-gradient(radial, center center, 0px, center center, 100%, color-stop(0%, #f7fbfc), color-stop(100%, #add9e4)); + background: -webkit-radial-gradient(center, circle cover, #f7fbfc 0%, #add9e4 100%); + background: -o-radial-gradient(center, circle cover, #f7fbfc 0%, #add9e4 100%); + background: -ms-radial-gradient(center, circle cover, #f7fbfc 0%, #add9e4 100%); + background: radial-gradient(center, circle cover, #f7fbfc 0%, #add9e4 100%); + background-color: #f7fbfc; } + +.reveal { + font-family: "Open Sans", sans-serif; + font-size: 36px; + font-weight: normal; + color: #333; } + +::selection { + color: #fff; + background: #134674; + text-shadow: none; } + +.reveal .slides > section, +.reveal .slides > section > section { + line-height: 1.3; + font-weight: inherit; } + +/********************************************* + * HEADERS + *********************************************/ +.reveal h1, +.reveal h2, +.reveal h3, +.reveal h4, +.reveal h5, +.reveal h6 { + margin: 0 0 20px 0; + color: #333; + font-family: "Quicksand", sans-serif; + font-weight: normal; + line-height: 1.2; + letter-spacing: -0.08em; + text-transform: uppercase; + text-shadow: none; + word-wrap: break-word; } + +.reveal h1 { + font-size: 3.77em; } + +.reveal h2 { + font-size: 2.11em; } + +.reveal h3 { + font-size: 1.55em; } + +.reveal h4 { + font-size: 1em; } + +.reveal h1 { + text-shadow: none; } + +/********************************************* + * OTHER + *********************************************/ +.reveal p { + margin: 20px 0; + line-height: 1.3; } + +/* Ensure certain elements are never larger than the slide itself */ +.reveal img, +.reveal video, +.reveal iframe { + max-width: 95%; + max-height: 95%; } + +.reveal strong, +.reveal b { + font-weight: bold; } + +.reveal em { + font-style: italic; } + +.reveal ol, +.reveal dl, +.reveal ul { + display: inline-block; + text-align: left; + margin: 0 0 0 1em; } + +.reveal ol { + list-style-type: decimal; } + +.reveal ul { + list-style-type: disc; } + +.reveal ul ul { + list-style-type: square; } + +.reveal ul ul ul { + list-style-type: circle; } + +.reveal ul ul, +.reveal ul ol, +.reveal ol ol, +.reveal ol ul { + display: block; + margin-left: 40px; } + +.reveal dt { + font-weight: bold; } + +.reveal dd { + margin-left: 40px; } + +.reveal q, +.reveal blockquote { + quotes: none; } + +.reveal blockquote { + display: block; + position: relative; + width: 70%; + margin: 20px auto; + padding: 5px; + font-style: italic; + background: rgba(255, 255, 255, 0.05); + box-shadow: 0px 0px 2px rgba(0, 0, 0, 0.2); } + +.reveal blockquote p:first-child, +.reveal blockquote p:last-child { + display: inline-block; } + +.reveal q { + font-style: italic; } + +.reveal pre { + display: block; + position: relative; + width: 90%; + margin: 20px auto; + text-align: left; + font-size: 0.55em; + font-family: monospace; + line-height: 1.2em; + word-wrap: break-word; + box-shadow: 0px 0px 6px rgba(0, 0, 0, 0.3); } + +.reveal code { + font-family: monospace; } + +.reveal pre code { + display: block; + padding: 5px; + overflow: auto; + max-height: 400px; + word-wrap: normal; } + +.reveal table { + margin: auto; + border-collapse: collapse; + border-spacing: 0; } + +.reveal table th { + font-weight: bold; } + +.reveal table th, +.reveal table td { + text-align: left; + padding: 0.2em 0.5em 0.2em 0.5em; + border-bottom: 1px solid; } + +.reveal table th[align="center"], +.reveal table td[align="center"] { + text-align: center; } + +.reveal table th[align="right"], +.reveal table td[align="right"] { + text-align: right; } + +.reveal table tbody tr:last-child th, +.reveal table tbody tr:last-child td { + border-bottom: none; } + +.reveal sup { + vertical-align: super; } + +.reveal sub { + vertical-align: sub; } + +.reveal small { + display: inline-block; + font-size: 0.6em; + line-height: 1.2em; + vertical-align: top; } + +.reveal small * { + vertical-align: top; } + +/********************************************* + * LINKS + *********************************************/ +.reveal a { + color: #3b759e; + text-decoration: none; + -webkit-transition: color .15s ease; + -moz-transition: color .15s ease; + transition: color .15s ease; } + +.reveal a:hover { + color: #74a7cb; + text-shadow: none; + border: none; } + +.reveal .roll span:after { + color: #fff; + background: #264c66; } + +/********************************************* + * IMAGES + *********************************************/ +.reveal section img { + margin: 15px 0px; + background: rgba(255, 255, 255, 0.12); + border: 4px solid #333; + box-shadow: 0 0 10px rgba(0, 0, 0, 0.15); } + +.reveal section img.plain { + border: 0; + box-shadow: none; } + +.reveal a img { + -webkit-transition: all .15s linear; + -moz-transition: all .15s linear; + transition: all .15s linear; } + +.reveal a:hover img { + background: rgba(255, 255, 255, 0.2); + border-color: #3b759e; + box-shadow: 0 0 20px rgba(0, 0, 0, 0.55); } + +/********************************************* + * NAVIGATION CONTROLS + *********************************************/ +.reveal .controls .navigate-left, +.reveal .controls .navigate-left.enabled { + border-right-color: #3b759e; } + +.reveal .controls .navigate-right, +.reveal .controls .navigate-right.enabled { + border-left-color: #3b759e; } + +.reveal .controls .navigate-up, +.reveal .controls .navigate-up.enabled { + border-bottom-color: #3b759e; } + +.reveal .controls .navigate-down, +.reveal .controls .navigate-down.enabled { + border-top-color: #3b759e; } + +.reveal .controls .navigate-left.enabled:hover { + border-right-color: #74a7cb; } + +.reveal .controls .navigate-right.enabled:hover { + border-left-color: #74a7cb; } + +.reveal .controls .navigate-up.enabled:hover { + border-bottom-color: #74a7cb; } + +.reveal .controls .navigate-down.enabled:hover { + border-top-color: #74a7cb; } + +/********************************************* + * PROGRESS BAR + *********************************************/ +.reveal .progress { + background: rgba(0, 0, 0, 0.2); } + +.reveal .progress span { + background: #3b759e; + -webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + -moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); } diff --git a/lectures/css/theme/solarized.css b/lectures/css/theme/solarized.css new file mode 100644 index 00000000..b4d4d4bd --- /dev/null +++ b/lectures/css/theme/solarized.css @@ -0,0 +1,291 @@ +/** + * Solarized Light theme for reveal.js. + * Author: Achim Staebler + */ +@import url(../../lib/font/league-gothic/league-gothic.css); +@import url(https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic); +/** + * Solarized colors by Ethan Schoonover + */ +html * { + color-profile: sRGB; + rendering-intent: auto; } + +/********************************************* + * GLOBAL STYLES + *********************************************/ +body { + background: #fdf6e3; + background-color: #fdf6e3; } + +.reveal { + font-family: "Lato", sans-serif; + font-size: 36px; + font-weight: normal; + color: #657b83; } + +::selection { + color: #fff; + background: #d33682; + text-shadow: none; } + +.reveal .slides > section, +.reveal .slides > section > section { + line-height: 1.3; + font-weight: inherit; } + +/********************************************* + * HEADERS + *********************************************/ +.reveal h1, +.reveal h2, +.reveal h3, +.reveal h4, +.reveal h5, +.reveal h6 { + margin: 0 0 20px 0; + color: #586e75; + font-family: "League Gothic", Impact, sans-serif; + font-weight: normal; + line-height: 1.2; + letter-spacing: normal; + text-transform: uppercase; + text-shadow: none; + word-wrap: break-word; } + +.reveal h1 { + font-size: 3.77em; } + +.reveal h2 { + font-size: 2.11em; } + +.reveal h3 { + font-size: 1.55em; } + +.reveal h4 { + font-size: 1em; } + +.reveal h1 { + text-shadow: none; } + +/********************************************* + * OTHER + *********************************************/ +.reveal p { + margin: 20px 0; + line-height: 1.3; } + +/* Ensure certain elements are never larger than the slide itself */ +.reveal img, +.reveal video, +.reveal iframe { + max-width: 95%; + max-height: 95%; } + +.reveal strong, +.reveal b { + font-weight: bold; } + +.reveal em { + font-style: italic; } + +.reveal ol, +.reveal dl, +.reveal ul { + display: inline-block; + text-align: left; + margin: 0 0 0 1em; } + +.reveal ol { + list-style-type: decimal; } + +.reveal ul { + list-style-type: disc; } + +.reveal ul ul { + list-style-type: square; } + +.reveal ul ul ul { + list-style-type: circle; } + +.reveal ul ul, +.reveal ul ol, +.reveal ol ol, +.reveal ol ul { + display: block; + margin-left: 40px; } + +.reveal dt { + font-weight: bold; } + +.reveal dd { + margin-left: 40px; } + +.reveal q, +.reveal blockquote { + quotes: none; } + +.reveal blockquote { + display: block; + position: relative; + width: 70%; + margin: 20px auto; + padding: 5px; + font-style: italic; + background: rgba(255, 255, 255, 0.05); + box-shadow: 0px 0px 2px rgba(0, 0, 0, 0.2); } + +.reveal blockquote p:first-child, +.reveal blockquote p:last-child { + display: inline-block; } + +.reveal q { + font-style: italic; } + +.reveal pre { + display: block; + position: relative; + width: 90%; + margin: 20px auto; + text-align: left; + font-size: 0.55em; + font-family: monospace; + line-height: 1.2em; + word-wrap: break-word; + box-shadow: 0px 0px 6px rgba(0, 0, 0, 0.3); } + +.reveal code { + font-family: monospace; } + +.reveal pre code { + display: block; + padding: 5px; + overflow: auto; + max-height: 400px; + word-wrap: normal; } + +.reveal table { + margin: auto; + border-collapse: collapse; + border-spacing: 0; } + +.reveal table th { + font-weight: bold; } + +.reveal table th, +.reveal table td { + text-align: left; + padding: 0.2em 0.5em 0.2em 0.5em; + border-bottom: 1px solid; } + +.reveal table th[align="center"], +.reveal table td[align="center"] { + text-align: center; } + +.reveal table th[align="right"], +.reveal table td[align="right"] { + text-align: right; } + +.reveal table tbody tr:last-child th, +.reveal table tbody tr:last-child td { + border-bottom: none; } + +.reveal sup { + vertical-align: super; } + +.reveal sub { + vertical-align: sub; } + +.reveal small { + display: inline-block; + font-size: 0.6em; + line-height: 1.2em; + vertical-align: top; } + +.reveal small * { + vertical-align: top; } + +/********************************************* + * LINKS + *********************************************/ +.reveal a { + color: #268bd2; + text-decoration: none; + -webkit-transition: color .15s ease; + -moz-transition: color .15s ease; + transition: color .15s ease; } + +.reveal a:hover { + color: #78b9e6; + text-shadow: none; + border: none; } + +.reveal .roll span:after { + color: #fff; + background: #1a6091; } + +/********************************************* + * IMAGES + *********************************************/ +.reveal section img { + margin: 15px 0px; + background: rgba(255, 255, 255, 0.12); + border: 4px solid #657b83; + box-shadow: 0 0 10px rgba(0, 0, 0, 0.15); } + +.reveal section img.plain { + border: 0; + box-shadow: none; } + +.reveal a img { + -webkit-transition: all .15s linear; + -moz-transition: all .15s linear; + transition: all .15s linear; } + +.reveal a:hover img { + background: rgba(255, 255, 255, 0.2); + border-color: #268bd2; + box-shadow: 0 0 20px rgba(0, 0, 0, 0.55); } + +/********************************************* + * NAVIGATION CONTROLS + *********************************************/ +.reveal .controls .navigate-left, +.reveal .controls .navigate-left.enabled { + border-right-color: #268bd2; } + +.reveal .controls .navigate-right, +.reveal .controls .navigate-right.enabled { + border-left-color: #268bd2; } + +.reveal .controls .navigate-up, +.reveal .controls .navigate-up.enabled { + border-bottom-color: #268bd2; } + +.reveal .controls .navigate-down, +.reveal .controls .navigate-down.enabled { + border-top-color: #268bd2; } + +.reveal .controls .navigate-left.enabled:hover { + border-right-color: #78b9e6; } + +.reveal .controls .navigate-right.enabled:hover { + border-left-color: #78b9e6; } + +.reveal .controls .navigate-up.enabled:hover { + border-bottom-color: #78b9e6; } + +.reveal .controls .navigate-down.enabled:hover { + border-top-color: #78b9e6; } + +/********************************************* + * PROGRESS BAR + *********************************************/ +.reveal .progress { + background: rgba(0, 0, 0, 0.2); } + +.reveal .progress span { + background: #268bd2; + -webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + -moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); } diff --git a/lectures/css/theme/source/beige.scss b/lectures/css/theme/source/beige.scss new file mode 100644 index 00000000..5564f538 --- /dev/null +++ b/lectures/css/theme/source/beige.scss @@ -0,0 +1,39 @@ +/** + * Beige theme for reveal.js. + * + * Copyright (C) 2011-2012 Hakim El Hattab, http://hakim.se + */ + + +// Default mixins and settings ----------------- +@import "../template/mixins"; +@import "../template/settings"; +// --------------------------------------------- + + + +// Include theme-specific fonts +@import url(../../lib/font/league-gothic/league-gothic.css); +@import url(https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic); + + +// Override theme settings (see ../template/settings.scss) +$mainColor: #333; +$headingColor: #333; +$headingTextShadow: none; +$backgroundColor: #f7f3de; +$linkColor: #8b743d; +$linkColorHover: lighten( $linkColor, 20% ); +$selectionBackgroundColor: rgba(79, 64, 28, 0.99); +$heading1TextShadow: 0 1px 0 #ccc, 0 2px 0 #c9c9c9, 0 3px 0 #bbb, 0 4px 0 #b9b9b9, 0 5px 0 #aaa, 0 6px 1px rgba(0,0,0,.1), 0 0 5px rgba(0,0,0,.1), 0 1px 3px rgba(0,0,0,.3), 0 3px 5px rgba(0,0,0,.2), 0 5px 10px rgba(0,0,0,.25), 0 20px 20px rgba(0,0,0,.15); + +// Background generator +@mixin bodyBackground() { + @include radial-gradient( rgba(247,242,211,1), rgba(255,255,255,1) ); +} + + + +// Theme template ------------------------------ +@import "../template/theme"; +// --------------------------------------------- \ No newline at end of file diff --git a/lectures/css/theme/source/black.scss b/lectures/css/theme/source/black.scss new file mode 100644 index 00000000..5f7f601f --- /dev/null +++ b/lectures/css/theme/source/black.scss @@ -0,0 +1,49 @@ +/** + * Black theme for reveal.js. This is the opposite of the 'white' theme. + * + * By Hakim El Hattab, http://hakim.se + */ + + +// Default mixins and settings ----------------- +@import "../template/mixins"; +@import "../template/settings"; +// --------------------------------------------- + + +// Include theme-specific fonts +@import url(../../lib/font/source-sans-pro/source-sans-pro.css); + + +// Override theme settings (see ../template/settings.scss) +$backgroundColor: #222; + +$mainColor: #fff; +$headingColor: #fff; + +$mainFontSize: 38px; +$mainFont: 'Source Sans Pro', Helvetica, sans-serif; +$headingFont: 'Source Sans Pro', Helvetica, sans-serif; +$headingTextShadow: none; +$headingLetterSpacing: normal; +$headingTextTransform: uppercase; +$headingFontWeight: 600; +$linkColor: #42affa; +$linkColorHover: lighten( $linkColor, 15% ); +$selectionBackgroundColor: lighten( $linkColor, 25% ); + +$heading1Size: 2.5em; +$heading2Size: 1.6em; +$heading3Size: 1.3em; +$heading4Size: 1.0em; + +section.has-light-background { + &, h1, h2, h3, h4, h5, h6 { + color: #222; + } +} + + +// Theme template ------------------------------ +@import "../template/theme"; +// --------------------------------------------- \ No newline at end of file diff --git a/lectures/css/theme/source/blood.scss b/lectures/css/theme/source/blood.scss new file mode 100644 index 00000000..d22b53d8 --- /dev/null +++ b/lectures/css/theme/source/blood.scss @@ -0,0 +1,79 @@ +/** + * Blood theme for reveal.js + * Author: Walther http://github.com/Walther + * + * Designed to be used with highlight.js theme + * "monokai_sublime.css" available from + * https://github.com/isagalaev/highlight.js/ + * + * For other themes, change $codeBackground accordingly. + * + */ + + // Default mixins and settings ----------------- +@import "../template/mixins"; +@import "../template/settings"; +// --------------------------------------------- + +// Include theme-specific fonts + +@import url(https://fonts.googleapis.com/css?family=Ubuntu:300,700,300italic,700italic); + +// Colors used in the theme +$blood: #a23; +$coal: #222; +$codeBackground: #23241f; + +$backgroundColor: $coal; + +// Main text +$mainFont: Ubuntu, 'sans-serif'; +$mainFontSize: 36px; +$mainColor: #eee; + +// Headings +$headingFont: Ubuntu, 'sans-serif'; +$headingTextShadow: 2px 2px 2px $coal; + +// h1 shadow, borrowed humbly from +// (c) Default theme by Hakim El Hattab +$heading1TextShadow: 0 1px 0 #ccc, 0 2px 0 #c9c9c9, 0 3px 0 #bbb, 0 4px 0 #b9b9b9, 0 5px 0 #aaa, 0 6px 1px rgba(0,0,0,.1), 0 0 5px rgba(0,0,0,.1), 0 1px 3px rgba(0,0,0,.3), 0 3px 5px rgba(0,0,0,.2), 0 5px 10px rgba(0,0,0,.25), 0 20px 20px rgba(0,0,0,.15); + +// Links +$linkColor: $blood; +$linkColorHover: lighten( $linkColor, 20% ); + +// Text selection +$selectionBackgroundColor: $blood; +$selectionColor: #fff; + + +// Theme template ------------------------------ +@import "../template/theme"; +// --------------------------------------------- + +// some overrides after theme template import + +.reveal p { + font-weight: 300; + text-shadow: 1px 1px $coal; +} + +.reveal h1, +.reveal h2, +.reveal h3, +.reveal h4, +.reveal h5, +.reveal h6 { + font-weight: 700; +} + +.reveal p code { + background-color: $codeBackground; + display: inline-block; + border-radius: 7px; +} + +.reveal small code { + vertical-align: baseline; +} \ No newline at end of file diff --git a/lectures/css/theme/source/league.scss b/lectures/css/theme/source/league.scss new file mode 100644 index 00000000..46ea04a0 --- /dev/null +++ b/lectures/css/theme/source/league.scss @@ -0,0 +1,34 @@ +/** + * League theme for reveal.js. + * + * This was the default theme pre-3.0.0. + * + * Copyright (C) 2011-2012 Hakim El Hattab, http://hakim.se + */ + + +// Default mixins and settings ----------------- +@import "../template/mixins"; +@import "../template/settings"; +// --------------------------------------------- + + + +// Include theme-specific fonts +@import url(../../lib/font/league-gothic/league-gothic.css); +@import url(https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic); + +// Override theme settings (see ../template/settings.scss) +$headingTextShadow: 0px 0px 6px rgba(0,0,0,0.2); +$heading1TextShadow: 0 1px 0 #ccc, 0 2px 0 #c9c9c9, 0 3px 0 #bbb, 0 4px 0 #b9b9b9, 0 5px 0 #aaa, 0 6px 1px rgba(0,0,0,.1), 0 0 5px rgba(0,0,0,.1), 0 1px 3px rgba(0,0,0,.3), 0 3px 5px rgba(0,0,0,.2), 0 5px 10px rgba(0,0,0,.25), 0 20px 20px rgba(0,0,0,.15); + +// Background generator +@mixin bodyBackground() { + @include radial-gradient( rgba(28,30,32,1), rgba(85,90,95,1) ); +} + + + +// Theme template ------------------------------ +@import "../template/theme"; +// --------------------------------------------- \ No newline at end of file diff --git a/lectures/css/theme/source/moon.scss b/lectures/css/theme/source/moon.scss new file mode 100644 index 00000000..e47e5b56 --- /dev/null +++ b/lectures/css/theme/source/moon.scss @@ -0,0 +1,57 @@ +/** + * Solarized Dark theme for reveal.js. + * Author: Achim Staebler + */ + + +// Default mixins and settings ----------------- +@import "../template/mixins"; +@import "../template/settings"; +// --------------------------------------------- + + + +// Include theme-specific fonts +@import url(../../lib/font/league-gothic/league-gothic.css); +@import url(https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic); + +/** + * Solarized colors by Ethan Schoonover + */ +html * { + color-profile: sRGB; + rendering-intent: auto; +} + +// Solarized colors +$base03: #002b36; +$base02: #073642; +$base01: #586e75; +$base00: #657b83; +$base0: #839496; +$base1: #93a1a1; +$base2: #eee8d5; +$base3: #fdf6e3; +$yellow: #b58900; +$orange: #cb4b16; +$red: #dc322f; +$magenta: #d33682; +$violet: #6c71c4; +$blue: #268bd2; +$cyan: #2aa198; +$green: #859900; + +// Override theme settings (see ../template/settings.scss) +$mainColor: $base1; +$headingColor: $base2; +$headingTextShadow: none; +$backgroundColor: $base03; +$linkColor: $blue; +$linkColorHover: lighten( $linkColor, 20% ); +$selectionBackgroundColor: $magenta; + + + +// Theme template ------------------------------ +@import "../template/theme"; +// --------------------------------------------- diff --git a/lectures/css/theme/source/night.scss b/lectures/css/theme/source/night.scss new file mode 100644 index 00000000..b0cb57f5 --- /dev/null +++ b/lectures/css/theme/source/night.scss @@ -0,0 +1,35 @@ +/** + * Black theme for reveal.js. + * + * Copyright (C) 2011-2012 Hakim El Hattab, http://hakim.se + */ + + +// Default mixins and settings ----------------- +@import "../template/mixins"; +@import "../template/settings"; +// --------------------------------------------- + + +// Include theme-specific fonts +@import url(https://fonts.googleapis.com/css?family=Montserrat:700); +@import url(https://fonts.googleapis.com/css?family=Open+Sans:400,700,400italic,700italic); + + +// Override theme settings (see ../template/settings.scss) +$backgroundColor: #111; + +$mainFont: 'Open Sans', sans-serif; +$linkColor: #e7ad52; +$linkColorHover: lighten( $linkColor, 20% ); +$headingFont: 'Montserrat', Impact, sans-serif; +$headingTextShadow: none; +$headingLetterSpacing: -0.03em; +$headingTextTransform: none; +$selectionBackgroundColor: #e7ad52; +$mainFontSize: 30px; + + +// Theme template ------------------------------ +@import "../template/theme"; +// --------------------------------------------- \ No newline at end of file diff --git a/lectures/css/theme/source/serif.scss b/lectures/css/theme/source/serif.scss new file mode 100644 index 00000000..ec3fcb30 --- /dev/null +++ b/lectures/css/theme/source/serif.scss @@ -0,0 +1,35 @@ +/** + * A simple theme for reveal.js presentations, similar + * to the default theme. The accent color is brown. + * + * This theme is Copyright (C) 2012-2013 Owen Versteeg, http://owenversteeg.com - it is MIT licensed. + */ + + +// Default mixins and settings ----------------- +@import "../template/mixins"; +@import "../template/settings"; +// --------------------------------------------- + + + +// Override theme settings (see ../template/settings.scss) +$mainFont: 'Palatino Linotype', 'Book Antiqua', Palatino, FreeSerif, serif; +$mainColor: #000; +$headingFont: 'Palatino Linotype', 'Book Antiqua', Palatino, FreeSerif, serif; +$headingColor: #383D3D; +$headingTextShadow: none; +$headingTextTransform: none; +$backgroundColor: #F0F1EB; +$linkColor: #51483D; +$linkColorHover: lighten( $linkColor, 20% ); +$selectionBackgroundColor: #26351C; + +.reveal a { + line-height: 1.3em; +} + + +// Theme template ------------------------------ +@import "../template/theme"; +// --------------------------------------------- diff --git a/lectures/css/theme/source/simple.scss b/lectures/css/theme/source/simple.scss new file mode 100644 index 00000000..84c7d9b0 --- /dev/null +++ b/lectures/css/theme/source/simple.scss @@ -0,0 +1,38 @@ +/** + * A simple theme for reveal.js presentations, similar + * to the default theme. The accent color is darkblue. + * + * This theme is Copyright (C) 2012 Owen Versteeg, https://github.com/StereotypicalApps. It is MIT licensed. + * reveal.js is Copyright (C) 2011-2012 Hakim El Hattab, http://hakim.se + */ + + +// Default mixins and settings ----------------- +@import "../template/mixins"; +@import "../template/settings"; +// --------------------------------------------- + + + +// Include theme-specific fonts +@import url(https://fonts.googleapis.com/css?family=News+Cycle:400,700); +@import url(https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic); + + +// Override theme settings (see ../template/settings.scss) +$mainFont: 'Lato', sans-serif; +$mainColor: #000; +$headingFont: 'News Cycle', Impact, sans-serif; +$headingColor: #000; +$headingTextShadow: none; +$headingTextTransform: none; +$backgroundColor: #fff; +$linkColor: #00008B; +$linkColorHover: lighten( $linkColor, 20% ); +$selectionBackgroundColor: rgba(0, 0, 0, 0.99); + + + +// Theme template ------------------------------ +@import "../template/theme"; +// --------------------------------------------- \ No newline at end of file diff --git a/lectures/css/theme/source/sky.scss b/lectures/css/theme/source/sky.scss new file mode 100644 index 00000000..3fee67c5 --- /dev/null +++ b/lectures/css/theme/source/sky.scss @@ -0,0 +1,46 @@ +/** + * Sky theme for reveal.js. + * + * Copyright (C) 2011-2012 Hakim El Hattab, http://hakim.se + */ + + +// Default mixins and settings ----------------- +@import "../template/mixins"; +@import "../template/settings"; +// --------------------------------------------- + + + +// Include theme-specific fonts +@import url(https://fonts.googleapis.com/css?family=Quicksand:400,700,400italic,700italic); +@import url(https://fonts.googleapis.com/css?family=Open+Sans:400italic,700italic,400,700); + + +// Override theme settings (see ../template/settings.scss) +$mainFont: 'Open Sans', sans-serif; +$mainColor: #333; +$headingFont: 'Quicksand', sans-serif; +$headingColor: #333; +$headingLetterSpacing: -0.08em; +$headingTextShadow: none; +$backgroundColor: #f7fbfc; +$linkColor: #3b759e; +$linkColorHover: lighten( $linkColor, 20% ); +$selectionBackgroundColor: #134674; + +// Fix links so they are not cut off +.reveal a { + line-height: 1.3em; +} + +// Background generator +@mixin bodyBackground() { + @include radial-gradient( #add9e4, #f7fbfc ); +} + + + +// Theme template ------------------------------ +@import "../template/theme"; +// --------------------------------------------- diff --git a/lectures/css/theme/source/solarized.scss b/lectures/css/theme/source/solarized.scss new file mode 100644 index 00000000..912be56f --- /dev/null +++ b/lectures/css/theme/source/solarized.scss @@ -0,0 +1,63 @@ +/** + * Solarized Light theme for reveal.js. + * Author: Achim Staebler + */ + + +// Default mixins and settings ----------------- +@import "../template/mixins"; +@import "../template/settings"; +// --------------------------------------------- + + + +// Include theme-specific fonts +@import url(../../lib/font/league-gothic/league-gothic.css); +@import url(https://fonts.googleapis.com/css?family=Lato:400,700,400italic,700italic); + + +/** + * Solarized colors by Ethan Schoonover + */ +html * { + color-profile: sRGB; + rendering-intent: auto; +} + +// Solarized colors +$base03: #002b36; +$base02: #073642; +$base01: #586e75; +$base00: #657b83; +$base0: #839496; +$base1: #93a1a1; +$base2: #eee8d5; +$base3: #fdf6e3; +$yellow: #b58900; +$orange: #cb4b16; +$red: #dc322f; +$magenta: #d33682; +$violet: #6c71c4; +$blue: #268bd2; +$cyan: #2aa198; +$green: #859900; + +// Override theme settings (see ../template/settings.scss) +$mainColor: $base00; +$headingColor: $base01; +$headingTextShadow: none; +$backgroundColor: $base3; +$linkColor: $blue; +$linkColorHover: lighten( $linkColor, 20% ); +$selectionBackgroundColor: $magenta; + +// Background generator +// @mixin bodyBackground() { +// @include radial-gradient( rgba($base3,1), rgba(lighten($base3, 20%),1) ); +// } + + + +// Theme template ------------------------------ +@import "../template/theme"; +// --------------------------------------------- diff --git a/lectures/css/theme/source/white.scss b/lectures/css/theme/source/white.scss new file mode 100644 index 00000000..6758ce05 --- /dev/null +++ b/lectures/css/theme/source/white.scss @@ -0,0 +1,49 @@ +/** + * White theme for reveal.js. This is the opposite of the 'black' theme. + * + * By Hakim El Hattab, http://hakim.se + */ + + +// Default mixins and settings ----------------- +@import "../template/mixins"; +@import "../template/settings"; +// --------------------------------------------- + + +// Include theme-specific fonts +@import url(../../lib/font/source-sans-pro/source-sans-pro.css); + + +// Override theme settings (see ../template/settings.scss) +$backgroundColor: #fff; + +$mainColor: #222; +$headingColor: #222; + +$mainFontSize: 38px; +$mainFont: 'Source Sans Pro', Helvetica, sans-serif; +$headingFont: 'Source Sans Pro', Helvetica, sans-serif; +$headingTextShadow: none; +$headingLetterSpacing: normal; +$headingTextTransform: uppercase; +$headingFontWeight: 600; +$linkColor: #2a76dd; +$linkColorHover: lighten( $linkColor, 15% ); +$selectionBackgroundColor: lighten( $linkColor, 25% ); + +$heading1Size: 2.5em; +$heading2Size: 1.6em; +$heading3Size: 1.3em; +$heading4Size: 1.0em; + +section.has-dark-background { + &, h1, h2, h3, h4, h5, h6 { + color: #fff; + } +} + + +// Theme template ------------------------------ +@import "../template/theme"; +// --------------------------------------------- \ No newline at end of file diff --git a/lectures/css/theme/template/mixins.scss b/lectures/css/theme/template/mixins.scss new file mode 100644 index 00000000..e0c56069 --- /dev/null +++ b/lectures/css/theme/template/mixins.scss @@ -0,0 +1,29 @@ +@mixin vertical-gradient( $top, $bottom ) { + background: $top; + background: -moz-linear-gradient( top, $top 0%, $bottom 100% ); + background: -webkit-gradient( linear, left top, left bottom, color-stop(0%,$top), color-stop(100%,$bottom) ); + background: -webkit-linear-gradient( top, $top 0%, $bottom 100% ); + background: -o-linear-gradient( top, $top 0%, $bottom 100% ); + background: -ms-linear-gradient( top, $top 0%, $bottom 100% ); + background: linear-gradient( top, $top 0%, $bottom 100% ); +} + +@mixin horizontal-gradient( $top, $bottom ) { + background: $top; + background: -moz-linear-gradient( left, $top 0%, $bottom 100% ); + background: -webkit-gradient( linear, left top, right top, color-stop(0%,$top), color-stop(100%,$bottom) ); + background: -webkit-linear-gradient( left, $top 0%, $bottom 100% ); + background: -o-linear-gradient( left, $top 0%, $bottom 100% ); + background: -ms-linear-gradient( left, $top 0%, $bottom 100% ); + background: linear-gradient( left, $top 0%, $bottom 100% ); +} + +@mixin radial-gradient( $outer, $inner, $type: circle ) { + background: $outer; + background: -moz-radial-gradient( center, $type cover, $inner 0%, $outer 100% ); + background: -webkit-gradient( radial, center center, 0px, center center, 100%, color-stop(0%,$inner), color-stop(100%,$outer) ); + background: -webkit-radial-gradient( center, $type cover, $inner 0%, $outer 100% ); + background: -o-radial-gradient( center, $type cover, $inner 0%, $outer 100% ); + background: -ms-radial-gradient( center, $type cover, $inner 0%, $outer 100% ); + background: radial-gradient( center, $type cover, $inner 0%, $outer 100% ); +} \ No newline at end of file diff --git a/lectures/css/theme/template/settings.scss b/lectures/css/theme/template/settings.scss new file mode 100644 index 00000000..ffaac235 --- /dev/null +++ b/lectures/css/theme/template/settings.scss @@ -0,0 +1,43 @@ +// Base settings for all themes that can optionally be +// overridden by the super-theme + +// Background of the presentation +$backgroundColor: #2b2b2b; + +// Primary/body text +$mainFont: 'Lato', sans-serif; +$mainFontSize: 36px; +$mainColor: #eee; + +// Vertical spacing between blocks of text +$blockMargin: 20px; + +// Headings +$headingMargin: 0 0 $blockMargin 0; +$headingFont: 'League Gothic', Impact, sans-serif; +$headingColor: #eee; +$headingLineHeight: 1.2; +$headingLetterSpacing: normal; +$headingTextTransform: uppercase; +$headingTextShadow: none; +$headingFontWeight: normal; +$heading1TextShadow: $headingTextShadow; + +$heading1Size: 3.77em; +$heading2Size: 2.11em; +$heading3Size: 1.55em; +$heading4Size: 1.00em; + +// Links and actions +$linkColor: #13DAEC; +$linkColorHover: lighten( $linkColor, 20% ); + +// Text selection +$selectionBackgroundColor: #FF5E99; +$selectionColor: #fff; + +// Generates the presentation background, can be overridden +// to return a background image or gradient +@mixin bodyBackground() { + background: $backgroundColor; +} \ No newline at end of file diff --git a/lectures/css/theme/template/theme.scss b/lectures/css/theme/template/theme.scss new file mode 100644 index 00000000..101a5673 --- /dev/null +++ b/lectures/css/theme/template/theme.scss @@ -0,0 +1,346 @@ +// Base theme template for reveal.js + +/********************************************* + * GLOBAL STYLES + *********************************************/ + +body { + @include bodyBackground(); + background-color: $backgroundColor; +} + +.reveal { + font-family: $mainFont; + font-size: $mainFontSize; + font-weight: normal; + color: $mainColor; +} + +::selection { + color: $selectionColor; + background: $selectionBackgroundColor; + text-shadow: none; +} + +.reveal .slides>section, +.reveal .slides>section>section { + line-height: 1.3; + font-weight: inherit; +} + +/********************************************* + * HEADERS + *********************************************/ + +.reveal h1, +.reveal h2, +.reveal h3, +.reveal h4, +.reveal h5, +.reveal h6 { + margin: $headingMargin; + color: $headingColor; + + font-family: $headingFont; + font-weight: $headingFontWeight; + line-height: $headingLineHeight; + letter-spacing: $headingLetterSpacing; + + text-transform: $headingTextTransform; + text-shadow: $headingTextShadow; + + word-wrap: break-word; +} + +.reveal h1 {font-size: $heading1Size; } +.reveal h2 {font-size: $heading2Size; } +.reveal h3 {font-size: $heading3Size; } +.reveal h4 {font-size: $heading4Size; } + +.reveal h1 { + text-shadow: $heading1TextShadow; +} + + +/********************************************* + * OTHER + *********************************************/ + +.reveal p { + margin: $blockMargin 0; + line-height: 1.3; +} + +/* Ensure certain elements are never larger than the slide itself */ +.reveal img, +.reveal video, +.reveal iframe { + max-width: 95%; 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} + +.reveal .controls .navigate-right, +.reveal .controls .navigate-right.enabled { + border-left-color: #2a76dd; } + +.reveal .controls .navigate-up, +.reveal .controls .navigate-up.enabled { + border-bottom-color: #2a76dd; } + +.reveal .controls .navigate-down, +.reveal .controls .navigate-down.enabled { + border-top-color: #2a76dd; } + +.reveal .controls .navigate-left.enabled:hover { + border-right-color: #6ca0e8; } + +.reveal .controls .navigate-right.enabled:hover { + border-left-color: #6ca0e8; } + +.reveal .controls .navigate-up.enabled:hover { + border-bottom-color: #6ca0e8; } + +.reveal .controls .navigate-down.enabled:hover { + border-top-color: #6ca0e8; } + +/********************************************* + * PROGRESS BAR + *********************************************/ +.reveal .progress { + background: rgba(0, 0, 0, 0.2); } + +.reveal .progress span { + background: #2a76dd; + -webkit-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + -moz-transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); + transition: width 800ms cubic-bezier(0.26, 0.86, 0.44, 0.985); } diff --git a/lectures/flow.html b/lectures/flow.html new file mode 100644 index 00000000..2372c415 --- /dev/null +++ b/lectures/flow.html @@ -0,0 +1,788 @@ + + + + + + + + Lecture slides for GIS/MEA582 + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+
+

Flow routing and watershed analysis

+

+ Helena Mitasova

+

+ GIS/MEA582 Geospatial Modeling + NCSU +

+
+ +
+

Learning objectives

+

+

    +
  • define cumulative terrain parameters based on flow routing +
  • understand methods for computing flow direction and flow accumulation +
  • identify methods for flow routing through depressions and flat areas +
  • perform stream extraction from a DEM +
  • perform watershed delineation +
  • identify methods to map inundation flooding +
+
+ +
+

Cumulative flow parameters

+

Flow routing over a DEM is used to derive the following parameters and features: +

+

    +
  • flow path length +
  • flow accumulation +
  • stream networks +
  • contributing areas +
  • watershed boundaries +
+
+ +
+

Computing flow direction

+

What is flow direction: +

    +
  • direction of surface gradient vector $\nabla z = (f_x, f_y)$ +
  • steepest slope direction +
  • aspect (orientation of hillslope) +
+

Methods to derive flow direction from a DEM: +

    +
  • discrete: D8, D16 +
  • continuous: D-infinity +
+
+ +
+

Discrete flow direction

+

+D8 algorithm +

+

    +
  • aspect discretized to 8 directions: 0, 45, 90, ... degrees +
  • estimated from elevation differences between the given grid cell and its 8 neighboring cells +
  • flow direction is in the direction of maximum elevation difference $\Delta z_{max}$ in 3x3 window +
+ +
+ +
+

Continuous flow direction

+

+D-infinity algorithm: gradient direction is derived from a continuous function (polynomial or spline) +$$\alpha^\circ = {\arccos} \left( -f_y / \sqrt{f_x^2+f_y^2} \right) = \arctan (f_y / f_x) $$ +

+

recall that $f_x = {\partial z \over \partial x}$ and $f_y = {\partial z \over \partial y}$ +

+ +
+

Flow routing

+Tracing flow in the gradient direction to compute +

+

    +
  • flowline: path of a single drop following gradient vector +
  • flow path length: flowline length measured over surface or in horizontal plane +
  • flow accumulation: density of flowlines generated from each grid cell +
+
+ +
+

Flow lines

+

+

    +
  • Lines along the steepest slope +
  • Perpendicular to contours +
  • Dinf: linear interpolation of aspect along the grid cell edges leads to smooth flowlines +
+

+ + +

Note: D8 flowlines are traced along grid lines and diagonals +

+ +
+

Flow path length

+

+

    +
  • length of a hillslope upslope from a given cell +
  • distance of given cell from the outlet +
+

+ +   + +

upslope flow tracing: hillslope length      downslope flow tracing: distance from an outlet +

+ +
+

The longest path to outlet

+
    +
  • length of the flow line from the grid cell that is the farthest from the outlet +
  • when water from this cell reaches outlet, all cells within a watershed have drained to outlet +
  • the longest path to outlet is used to compute time to concentration (time to steady state flow) +
+
+ +
+

Flow accumulation at a grid cell

+
    +
  • assuming a single flow line (drop) generated from each cell, +it is the number of flowlines (drops) passing through the given grid cell +
  • number of grid cells draining into the given grid cell +
  • upslope contributing area for the given grid cell (horizontal area, in cell units) +
+

+

+ +
+

Flow accumulation across landscape

+

+Evolution of steady state flow as water moves through the landscape +with steady rainfall and uniform flow velocity +

+
flow line density captured after each 10 flow routing steps +

+ +
+

Flow accumulation at steady state

+

+Measure of steady state flow depth when all flowlines reached the outlet or the edge of the map +

+
Flow accumulation represented as exagerrated 3D surface added to the elevation model highlights +the steady state flow accumulation +

+ +
+

Flow routing methods

+
    +
  • Single Flow Direction (SFD) moves entire unit of flow into a single downslope cell + (does not capture flow dispersal on hillslopes with convex tangential curvature) +
  • Multiple flow direction (MFD) partitions flow into two or more downslope directions +
  • both can be implemented with D8 or Dinf flow direction +
+ +
+ +
+

Flow routing methods

+

+Flow accumulation as a result of SFD routing +

using D8 and D-inf flow direction +

+ +

+ +
+

Flow routing methods

+Flow accumulation as a result of SFD and MFD routing with D8 flow direction +

+ + +

+ +
+

Weighted flow routing

+Each cell is assigned weight proportional to the amount of runoff it produces +(rainfall excess available for runoff after infiltration and vegetation intercept) +

+ +

Land use map with developed areas (orange) and associated runoff weights - in blue areas +all water gets routed, in grey areas only a fraction +

+ +
+

Weighted flow routing

+Spatially variable runoff reflects the impact of developed areas on flow accumulation +

+ +

+ +
+

Stream extraction

+
    +
  • Automated stream mapping: extracting connected stream network from flow accumulation map +
  • Stream raster map is derived using map algebra based on flow accumulation threshold +
  • Result is converted to vector representation of a connected stream network +
  • Stream origin is dynamic, often driven by groundwater: +additional information is needed for accurate identification +
+
+ +
+

Stream extraction

+Flow accumulation from 30m NED using SFD D8 method, threshold accumulation: 100 cells, +and a vectorized extracted stream network +

+

+ +
+

Flow routing in flat areas

+
    +
  • to create connected stream network flow needs to be routed through flats and depressions +
  • integer DEMs, lakes or filled depressions create flat areas +
  • flat areas: zero slope and undefined aspect +
  • solutions: +
      +
    • iterative assignment of direction from the first draining cell +
    • imposed gradient (small change in elevation) +
    +
+
+ +
+

Flow routing through depressions

+

Depressions "trap" flow +

Sources of depressions in DEMs: +

    +
  • real topographic features +
  • noise, measurements errors +
  • processing artifacts +
+ +
+ +
+

Handling depressions

+Filling +

+

+ +
+

Handling depressions

+Filling, carving +

+

+ +
+

Handling depressions

+Filling, carving, hybrid +

+

+ +
+

Handling depressions

+Filling, carving, hybrid, least cost path +

+

+ +
+

Depressions filling: lidar DEM

+Depressions in lidar-based DEM and MFD flow accumulation using DEM with filled depressions +

+

Many depressions are artificial lakes where bridges or roads create dams +

+ +
+

Depressions filling: radar DSM

+

Radar (SRTM, IFSARE) DSM include vegetation surface leading to complex, nested depressions +

+ +
Filling alters elevation in large areas +

+ + + +
+

Depressions: carving

+

Carving streams from digitized stream data may introduce artifacts, if the digitized streams +do not match the DEM +

+

+ +
+

Hydrologically enforced DEM

+

+Modified DEM with connected stream network where each grid cell drains into the outlet +

    +
  • hydrologically enforced DEM does not have depressions or flat areas +
  • it should not be referred to as hydrologically correct, because all wetlands are removed +
  • least cost path methods do not require depression filling +
+

Depending on application carefully evaluate whether depression filling is appropriate +

+ +
+

Stream mapping accuracy

+

+Measured as horizontal accuracy of stream centerline +

    +
  • topographic maps (blue lines): often the lowest accuracy, low order streams are missing +
  • National Hydrographic Data - updated, structured representation of stream and river networks +
  • extracted from lidar-based DEMs - better, but accuracy low in coastal plane, improved new lidar mapping +
  • digitized from high resolution orthophotos and on ground surveys - most accurate except forested areas +
  • structures require additional information (bridges are represented as dams in DEMs) +
+
+ +
+

Stream mapping accuracy

+

USGS NHD stream, stream extracted from 1ft resolution DEM, on ground GPS points +

+ +

+ +
+

Watersheds

+

+

    +
  • watershed - important land management unit +
  • water and mass from a watershed drains to a single point: outlet +
  • other terms for watershed: (drainage) basin, catchment, contributing area +
  • watersheds can be organized into hierarchies based on the size of contributing area +
+

see more at +USGS Hydrologic units: hierarchy of drainage areas for national river network, +the newest delineation is The Watershed Boundary Dataset (WBD) +

+ +
+

Watershed analysis

+
    +
  • find watershed boundaries for a given outlet, for example, a stream gauge +
  • find contributing area for a given stream segment +
  • partition a region into watersheds with the given approximate size +
+
+ +
+

Watershed analysis

+

+ Watershed boundaries for a given outlet using SFD-D8 +

+

+

Outlet must be located exactly on a stream grid cell - local flowaccumulation maximum +

+ +
+

Watershed analysis

+

+ Partition of a region into watersheds +

+

Southern Wake county +

+ +
+

Watersheds

+

Watershed and its subwatershes +

+

Chagres river watershed in Panama +

+ +
+

Wetness index

+

measure of topographic potential for zones of saturation +

+$$w = \ln (A / \tan \gamma)$$ +

    +
  • $A$ is upslope contributing area per unit contour width, +
  • $\gamma$ is slope +
  • $w$ increases with larger $A$ (more water) and lower slope (slower water flow). +
+

+Estimating wetness index in GIS: +

    +
  • $A$ - flow accumulation MFD, optionally weighted to account for soil and cover variability +
  • $\gamma$ - steepest slope (3x3 neighborhood polynomial or spline) +
  • Compute the expression using map algebra or a dedicated module/tool +
+ +
+ +
+

Wetness index

+

+

+ +
+

Mapping inundation flooding

+
    +
  • elevation threshold - bathtub model +
  • spread of water from source - friction gradient rather than elevation gradient +
  • hydrologically connected surface water level +
  • HAND: height above the nearest drainage technique +
+
+ +
+

Flooding - bathtub model

+

+

+ +
+

Flooding - lake model

+
    +
  • Creates hydrologically connected area (lake) from a given point at a given elevation +
  • Valid for small flat areas with point source, approximates steady state, uniform flooding +
+

+ + +

water level at 90m asl +

+ +
+

Flooding - lake model

+
    +
  • Simplified storm surge - series of lake models +
  • Neglects time and water mass: worst case scenario +
+

+

+ +
+

Flooding - inundation model

+
    +
  • over larger areas river channel has variable elevation: Height Above Nearest Drainage (HAND) methodology +
  • using flow direction, computes raster where each cell is $\Delta z$ between the given cell +and the the cell on the stream into which the cell drains. +
  • water level is then spread from the stream +
+

+ +

+ +
+

Flooding - inundation dynamic

+Implemented in mapbox by Corey White +
+ + + +
+

Summary

+
    +
  • we have defined cumulative terrain parameters based on flow routing: flow length, flow accumulation +
  • we have learned about methods for computing flow direction (D8, Dinf) and flow routing SFD, MFD +
  • we discussed flow through flat areas and depressions +
  • we have applied flow routing to extract streams and watersheds and to compute wetness index +
  • we have learned about methods to map inundation flooding +
+
+ +
+ + ⌂ +
+ + + + + + +
+ +
+ + + + + + + + diff --git a/lectures/geodata_models.html b/lectures/geodata_models.html new file mode 100644 index 00000000..0a69bd66 --- /dev/null +++ b/lectures/geodata_models.html @@ -0,0 +1,825 @@ + + + + + + + + Lecture slides for GIS/MEA582 + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+
+

Geospatial data models

+

+ Helena Mitasova

+

+ GIS/MEA582 Geospatial Modeling and Analysis + NCSU +

+
+ +
+

Learning objectives

+

+

    +
  • Define raster and vector data models +
  • Distinguish between continuous and discrete phenomena +
  • Understand and use data models transformations +
  • Recognize geospatial data formats +
  • Identify and use on-line geospatial data repositories and services
    • +
+
+ +
+

Geospatial data models

+

Mapped data, results of modeling or analysis are represented in GIS using +

    +
  • raster (regular grid) data model +
  • vector (feature) data model +
  • specialized representations: meshes +
+

+ +

+ +
+

Geospatial phenomena

+

+

    +
  • Continuous fields +
      +
    • elevation surfaces
      • +
    • temperature, precipitation
      • +
    • concentration of chemicals in soil or water bodies
      • +
    +

    +

  • Discrete features: lines, points or areas with attributes +
      +
    • roads, buildings, cell towers
      • +
    • land use types, administrative units
      • +
    +

    +

  • Some phenomena can be treated as both types +
      +
    • agricultural fields (crop type vs. crop height), soil properties
      • +
    • population densities
      • +
    +
+ +
+ +
+

Continuous fields

+

+

    +
  • each point in space is assigned a distinct value, + change in values between neighboring points is small
    • +
  • mathematical representation: bi-variate or multi-variate + continuous functions $w=f(x,y), w=f(x,y,z), w=f(x,y,z,t)$
    • +
  • often represented by a raster data model
    • +
  • vector model is also used: isolines, meshes, or points.
    • +
+

+ + + + +

+
+ +
+

Discrete objects / features

+

+

    +
  • points, lines, or areas (polygons) with attributes +
  • represented by vector data model as geometry(shape) with attribute table +
  • raster representation is also used +
+

+ + + +

+
+ +
+

Raster data model: 2D

+

+

    +
  • header: spatial extent and resolution, followed by matrix of values (INT, FP, DP), +
  • continuous field : value assigned to a grid point +
  • discrete object : category value assigned to pixel (area) +
+

+ +

+
+ +
+

Raster data model: continuous fields

+Elevation, 10m resolution (combined with shaded relief) + +
+Precipitation, 500m resolution (color map draped over shaded relief) + +
+ +
+

Raster data model: discrete features

+

+Land use classes at 30m resolution, qualitative data +

+ + +

+ +
+

Raster data model: discrete features

+

+Roads: Speed limits for roads and walking speed for off-road areas, 30m resolution, quantitative data +

+ +

+ +
+

Raster data model: 3D hybrid

+

+

+
    +
  • vertical stack of 2D raster layers +
  • can be used to represent soil horizons or geological layers +
  • combined representation: +
      +
    • continuous (horizontally) +
    • discrete (vertically) +
    +
+
+
+ +

Cross-sections through 3D model of soil horizons +

+
+ +
+

Raster data model: 3D grid

+

+

    +
  • header + 3D matrix of values, voxel model +
  • spatial extent N,S,E,W,Top, Bottom +
  • vertical resolution is usually much finer than horizontal +
  • often used for 3D continuous representation $w=f(x,y,z)$ +
+ + + + +

Soil properties: Percent organic carbon, soil pH reaction + +

+ +
+

Vector data model

+

+ Abstract representation of complex features +
school – point, road – centerline, park - polygon +

    +
  • Geometry: +
      +
    • Points [x,y,(z)] represent point, line, or polygon(area) features +
    • Set of points create elements of feature geometry: line: nodes, vertices; polygon: centroid, boundary +
    • Geospatial Topology defines how the elements of +feature geometry are interrelated and organized (don't confuse with topography!) +
    • Topology ensures integrity of features and efficiency by defining shared coincident geometry (shared +boundaries, nodes). +
    +

    +

  • Attributes are stored in data management systems +
+ +
+ +
+

Vector data model geometry

+
+

Point data: no topology + + +

+ +
+

Elements of line data: vertices, nodes +

+ +

+
+ +
+

Vector data model geometry

+

Elements: vertices(red), nodes(blue), centroids(green) +

+Polygons: vertices+nodes=boundaries, centroids +

+ +

+ +
+

Vector data model examples

+

Geometry and attributes for point, line and polygon data: +

+ + +

+ +
+

Vector data: 3D models

+

+Full 3D meshes: representation of structures +

+ +

+ +
+

Modifications of data representation

+

+

    +
  • Changing raster resolution, e.g., when model inputs are rasters at different resolutions +

    +

  • Changing vector geometry type, e.g., when model input requires different geometry than given data (points instead of lines) +
+
+ +
+

Raster data - changing resolution

+

Resolution: size of the grid cell (pixel) in map units (m) +

    +
  • continuous fields: interpolation +
      +
    • the higher resolution raster values are interpolated using the values of the neighboring lower resolution cells +
    • methods: + bi-linear, + bi-cubic, + spline. +
    +

    +

  • discrete raster data: nearest neighbor resampling +
      +
    • assigns the higher resolution cell the same value as the nearest lower resolution cell +
    • resulting raster has only the values present in the input raster +
    +

    +
+
+ +
+

Increasing resolution: continuous

+

Elevation at 30m resolution resampled to 10m resolution +
+ +
Nearest neighbor creates "flats" in the resampled DEM, interpolation preserves smooth surface. +
See equations for bi-linear interpolation +

+ +
+

Increasing resolution: discrete

+

Geology at 30m resolution resampled to 10m resolution +

+ +

Raster values are classes of observed geology + +

+ +
+

Increasing resolution: compare

+

Effect of resampling / reinterpolation on the results + + +
More complex downscaling techniques using additional variables and machine learning +may be needed if the difference in resolution is large +

+ + + + +
+

Decreasing resolution

+Continuous data: nearest neighbor, average, min, max, or re-interpolation is used +

+ +

Nearest neighbor resampling of 10m DEM to 30m and 20m DEMs +

+ +
+

Decreasing resolution

+Discrete data: nearest neighbor resampling, mode (most common or majority class) +

+ +

Nearest neighbor resampling of 10m soil typemap to 30m and 20m maps +

+ +
+

Modifying vector data

+

+

    +
  • Converting vector data type +
      +
    • lines to points, areas to lines or points +
    • points to lines: network building or interpolation may be needed +
    • usually preserves the shape +
    +

    +

  • Generalization +
      +
    • simplifying geometry while preserving important information +
    • both data geometry and type can be modified +
    • line to simplified line, polygon to simplified polygon or point +
    • selecting subset of features +
    • important when combining local, state and national scale data +
    +
    • +

    +
+
+ +
+

Changing vector data type

+

+Data geometry is not modified, +but subset is extracted and stored in a different data structure +

+Topology building is required for conversions point to line, line to polygon +

+ + + + +

+ +
+

Conversion between data models

+

+

    +
  • vector to raster +
      +
    • continuous: spatial interpolation (covered by a separate topic) +
    • discrete: nearest neighbor +
    +

    +

  • raster to vector +
      +
    • continuous: point sampling, isolines +
    • discrete: nearest neighbor, grid center or boundary +
    +
+

+

+ +
+

Continuous: vector to raster data

+Spatial interpolation is used to compute raster representation from point measurements +

+ + +

+ +
+

Discrete: vector to raster data

+
    +
  • lines, areas: nearest neighbor +
  • areas: attribute value applies to the entire polygon +
+

+ +

+ +
+

Raster to vector data

+

Continuous data: isolines, sampling points +

+ + + +

+ +
+

Raster to vector data

+

+

    +
  • points – centers of grid cells +
  • lines, polygon border lines: connected grid cell centers +
  • thinning and smoothing is often performed for lines +
+

+ + + +

+ +
+

Raster to vector data

+

+

    +
  • areas – boundary, centroid, requires building topology +
  • connects points on grid cell boundary +
+

+ +

+ +
+

Common geospatial data formats

+

Format: specific implementation of data model, +
open standard or proprietary +

Raster +

    +
  • GIS (ascii and binary): GeoTIFF, ArcGRID, GRASS, SURFER +
  • Imagery: MrSID, GeoTIFF, BIN, JPEG2000, IMG +
  • Graphics: GIF, JPG, PNG, Bitmap +
  • HDF, NetCDF +
+

+Vector +

    +
  • GeoPackage exchange format, KML, Shape, ArcSDE, GML, MapInfo, TIGER +
  • PostGIS, OracleSpatial +
+
+ +
+

Geospatial data format conversion

+

+Format description is usually stored with data: automated format recognition and conversion +

+General library for geospatial raster and vector format conversions: +
Geospatial Data Abstraction Library (GDAL/OGR) +
gdal.org +

+given format - single abstract model - new format +

+

+GDAL includes command line utilities for data processing +

+

+Coupled with PROJ library it also provides coordinate system transformations +

+
+ +
+

Data repositories

+Data repositories: WMS, WPS, WebGIS +
    +
  • Web mapping Service +
  • Web Processing Service +
+

+See +Webpage with links to relevant services + +

+ + + +
+

Summary

+
    +
  • raster and vector data models +
  • modifying raster and vector data representation +
  • converting between raster and vector data models +
  • geospatial data formats +
  • data repositories, wms services +
+
+ +
+ + ⌂ +
+ +
+ +
+ + + + + + + + diff --git a/lectures/geomorph_terrain.html b/lectures/geomorph_terrain.html new file mode 100644 index 00000000..d411ad8c --- /dev/null +++ b/lectures/geomorph_terrain.html @@ -0,0 +1,836 @@ + + + + + + + + Lecture slides for GIS/MEA582 + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+
+

Geomorphometry I:

+

Elevation surface modeling

+

+ Helena Mitasova

+

+ GIS/MEA582 Geospatial Modeling and Analysis + NCSU +

+
+ +
+

Outline

+

+

    +
  • 3D mapping technologies +
  • digital elevation models +
  • triangular irregular networks +
  • regular grid (raster) +
  • isolines and meshes +
  • point clouds, multiple return data +
  • point cloud analysis and binning +
+
+ +
+

3D mapping technologies

+
    +
  • Continuous surface measured at discrete points +

    +

      +
    • Human selected points +
    • Automated point sampling +
    +

    +

  • Terrestrial (land) surface +
      +
    • Stereophotogrammetry: aerial and satellite imagery +
    • Lidar: aerial and terrestrial +
    • Interferometric radar: aerial, satellite, space shuttle +
    • RTK GPS +
    +

    +

  • Bathymetry mapping +
      +
    • single and multiple beam sonar +
    +
+
+ +
+

Ground-based 3D mapping

+

+Terrestrial lidar and acquired point cloud +

+ + +

+
+ +
+

Ground-based mobile 3D mapping

+Mobile RTK GPS: mapping Jockey's Ridge dune +

+ +

+

+ +
+

Aerial and satellite 3D mapping

+

+Shuttle, satellite, airplane, UAS platforms with +
radar, lidar, and/or camera sensors +

+ + + +

+
+ +
+

Bathymetry 3D mapping

+

+Single and multibeam sonar, topobathy lidar +

+ + +

Images from Geodynamics, see the website to learn +more about coastal surveying technologies +
Topobathy lidar, National Geodetic Survey +

+
+ +
+

Digital elevation models

+
    +
  • Digital Terrain Model (DTM): +
      +
    • bare ground elevation surface +
    • interface between solid Earth and atmosphere/anthroposphere/biosphere +
    +
  • Digital Surface Model (DSM): +
      +
    • elevation surface including above ground features +
    • interface between Earth surface with water, vegetation, structures and atmosphere +
    +
  • Digital Bathymetry Model (DBM) +
      +
    • elevation surface at the bottom of water bodies +
    • interface between solid Earth surface and hydrosphere (bottom surface of lakes, rivers and ocean) +
    • Seamless topobathy: continuous solid earth surface, TBDEM +
    +
  • Digital Crop or Canopy Surface Model (DCM), +
    Digital Urban Model (DUM), .... +
+
+ +
+

DTM and DSM

+

Small rural watershed - NCSU experimental fields +
1 m res DTM and DSM interpolated from lidar point cloud +

+ +

+
+ +
+

DBM sonar and lidar

+

Multibeam sonar data for area near Cape Fear, NC, bathymetric lidar for a nearshore area in Florida +
raw data and interpolated 1m res DBM +

+ + +

+
+ +
+

DCM from lidar and UAS

+

Digital Canopy Model with canopy height at Mamoth Cave National Park (0.6m res) and +Digital Crop Surface model from UAS point cloud (0.05m res) +

+ + +

+

+Montgomery K., et al. 2020. Measures of Canopy Structure from Low-Cost UAS for Monitoring Crop Nutrient Status. In: Drones 4(3). +

+ +
+

DUM from lidar

+

Digital Urban Model: raster and vector representation +
Centennial Campus and Downtown Raleigh +

+ + +

+
+ +
+

From 3D mapping to DEM

+
+ +
+

Result of 3D mapping

+

+

    +
  • human selected points (photogrammetry and GPS) +
  • points along lines (digitized contours or profiles) +
  • point clouds (lidar, Structure from Motion) +
+

Examples +

+

+ +
+

Point cloud patterns

+ +

+ +

+ +
+

Digital Elevation Models

+

+

    +
  • Regular grid (raster) +
  • Unstructured meshes: Triangular Irregular Network (TIN) +
  • Contours - elevation isolines derived from grid or TIN +
  • Parametric Mesh: complex structures +
  • Unstructured point clouds: measured data +
+
+ +
+

Regular grid: raster DEM

+

+Derived from measured points by gridding: +

+

    +
  • if there is at least one point for each grid cell – binning, per-cell statistics +
  • if some grid cells do not include points – spatial interpolation or approximation +
+
+ +
+

Scattered points to raster

+

+From given scattered points to points at regular grid +

+ +

+

Raster representation generally does not preserve the original data points +

+ +
+

Scattered points to raster

+

+From given scattered points to points at regular grid +

+

+
+ +
+

Raster DEM properties

+
    +
  • simple data structure and algorithms +
  • easy to combine with imagery +
  • uniform resolution - potential for undersampling and oversampling +
  • representation of faults and sharp breaklines requires very high resolution +
  • most public elevation data are distributed as raster DEM through + +On-line repositories +
+
+ +
+

Unstructured mesh: TIN

+

+

    +
  • Triangular Irregular Network: constructed from the measured points by triangulation (before computer age this technique was used for manual interpolation of contours from surveyed points) +
  • Delaunay Triangulation: maximizes the smallest angle of the triangles to avoid skinny triangles +
  • Constrained Delaunay Triangulation – includes predefined edges that cannot be flipped +
  • TIN is a vector data model representation, that usually preserves the original data points +
+
+ +
+

Scattered points to TIN

+

+From given scattered points to Delaunay TIN +

+ +

+
+ +
+

Scattered points to TIN

+

+

No interpolation to raster DEM: +
3D TIN is the vector-based elevation model +

+

+
+ +
+

TIN properties

+

+

    +
  • requires pre-defined breaklines for man-made features, valleys, faults, etc. +
  • density of TIN is adjusted to surface complexity +
  • additional points may need to be interpolated to create smooth surface +
+ +

When to use TIN: +

    +
  • engineering applications, +
  • manual modification of model is desired(design), +
  • complex faults need to be represented, +
  • multiscale representation for visualization +
+
+ +
+

TIN issues

+

+

    +
  • discontinuity in first derivative along edges: artificial triangular structures on the surface +
  • dams can be created across valleys if stream is not defined as a breakline +
+

+

+
+ +
+

TIN issues

+

+If input are points on contours: flats on the top of hills or ridges if no peaks are defined +

+

+
+ +
+

Elevation isolines: contours

+
    +
  • traditional approach for representation of elevation, drawn by hand from measured mass points by interpolating along triangle edges +
  • automated procedures: from TIN or grid, +
  • not very suitable for highly detailed, noisy data such as lidar +
  • very useful when the surface has simple geometry +
  • selecting contour interval: depends on slope and resolution +
+
+ +
+

Contours from lidar

+

Contours from binned DEM and from a DEM inetrpolated with smoothing splines +

+ +

+
+ +
+

3D parametric meshes

+

When features cannot be represented by bivariate function, parameteric meshes are used +

+ +

+
+ +
+

Point clouds

+

+

    +
  • Set of $(x, y, z, r, i, ...)$ measured points reflected from Earth surface or objects on or above it, +
      +
    • $x,y,z$ are georeferenced coordinates +
    • $r$ is the return number and +
    • $i$ is intensity, +
    • r:g:b may be also measured +
    +
  • Formats + +
+
+ +
+

Multiple return point clouds

+

+ +

+
+ +
+

Multiple return point clouds

+

+ + +

+

Bare ground points (yellow x) are sparser in vegetated areas +

+ +
+

Point cloud processing

+

+

    +
  • filtering outliers (birds etc.) +
  • resolving swath overlaps +
  • classification +
      +
    • bare earth point extraction +
    • canopy extraction +
    • structures and power lines extraction +
    +
  • computing DEMs +
+

+
+ +
+

Point cloud analysis: binning

+

+Binning: fast method for analyzing point clouds and generating DEMs using per-cell processing +

    +
  • analysis: number of points per cell, range, stddv +
  • Methods for DEM: mean, min, max, nearest +
  • sufficient for many applications +
  • no need to import the points, on-fly raster generation +
  • may be noisy, include no-data spots +
+
+ + + +
+

Point elevation binning

+

Jockey's Ridge 1999: +unfiltered single return lidar: 1m grid cell binning using nearest neighbor elevation +

+

Result has many NULL cells – what to do? +

+ +
+

Point elevation mean

+

Jockey's Ridge 1999, +
3m grid cell binning using mean elevation +

+

Result is somewhat fuzzy – what to do? +

+ +
+

Interpolated DEM

+

Jockey's Ridge 1999, +
1m DEM interpolated by RST spline method +

+

Note visible edges from overlapping swaths +

+ +
+

Point density: 2013 Wake county lidar

+

Number of points per 1m grid cell: +
all returns and first return, high density in overlap +

+ +

+
+ +
+

Point density: 2013 Wake county lidar

+

Number of points per 1m grid cell: all returns and bare ground returns +

+ +

+

Compute DSM and DTM using nn, mean or max cell elevation in the assignment. + +

+ +
+

DSM with orthophoto

+DSM (1m res) computed from all returns using nn elevation binning, with draped orthophoto +

+

+ +
+

Interpolated DTM

+DTM (1m res) interpolated with RST method using filtered bare ground points +

+

+ +
+

Interpolated DSM

+DSM (1m res) interpolated with RST method using first return points +

+

Think about how to compute canopy and building height from DSM and DTM + +

+ +
+

Lidar and UAS DSm fusion

+Lidar-based DSM can be efficiently updated with DSM generated from UAS imagery using structure from motion +

+

+Petrasova, A., Mitasova, H., Petras, V., Jeziorska, J., 2017, Fusion of high-resolution DEMs for water flow modeling, Open Geospatial Data, Software and Standards 2(6), DOI: 10.1186/s40965-017-0019-2 +

+ +
+

Voxel model: Vegetation structure

+Multiple return lidar point cloud: voxel model used to derive 3D vegetation fragmentation index +

+

+Petras V., Newcomb D.J., Mitasova, H., 2017, Generalized 3D fragmentation index derived from lidar point clouds, Open Geospatial Data, Software and Standards 2(9), DOI: 10.1186/s40965-017-0021-8 +

+
+ + + +
+

Summary

+
    +
  • rapid evolution of 3D mapping technologies +
  • digital elevation models: DTM, DSM, DCM, BDEM +
  • regular grid (raster) +
  • triangular irregular networks +
  • isolines and meshes +
  • point cloud analysis and binning +
  • lidar and UAS +
+ +
+ +
+ + ⌂ +
+ +
+ +
+ + + + + + + + diff --git a/lectures/geospatialdata.html b/lectures/geospatialdata.html new file mode 100644 index 00000000..a03ffcc7 --- /dev/null +++ b/lectures/geospatialdata.html @@ -0,0 +1,688 @@ + + + + + + + + Lecture slides for GIS/MEA582 + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+
+

Geospatial data acquisition

+

+ Helena Mitasova

+

+ GIS/MEA582 Geospatial Modeling and Analysis + NCSU +

+
+ +
+

Learning objectives

+
    +
  • Understand the diversity of geospatial data sources
    • +
  • Classify modern mapping technologies
    • +
  • Understand the concept of georeferenced data
    • +
  • Explain differences between the basic coordinate reference systems (CRS)
    • +
  • Use CRS standards to find parameters for a given CRS
    • +
  • Understand concept of re-projection between CRSs
    • + +
+
+ +
+

Geospatial data acquisition

+

Current revolution in mapping technologies: +

continuous data collection anywhere by anyone +
+ +

+ +
+

Professional mapping technologies

+

+

    +
  • passive and active aerial and satellite sensors +
  • ground-based sensors: (RTK)GPS, total station, lidar +
  • in situ sensors for measuring environmental variables + such as air quality, river stages, water quality, soil moisture +
+

+Emergence of autonomous platforms: air, ground, water

+

+ + + +

+ +
+

Remote sensing: passive

+

Numerous satellite and airborne platforms and sensors, for example: +

    +
  • +Landsat 1-9: landcover since 1972, 30m, multispectral +
  • +Terra: MODIS temperature 250m; ASTER radiance, DEM +
  • +SENTINEL 1-5P: landcover, temperature, ocean currents, atmosphere, multispectral +
  • + +PLANET: new generation of small satellites: 170 small satellites mapping Earth daily at 3m resolution +
+See overview of Remote Sensors by NASA +

Learn in GIS512 Introduction to Environmental Remote Sensing +

+

+ +
+

Remote sensing: active

+

Satellite and airborne platforms and sensors, examples: +

+

+See overview of Remote Sensors by NASA +

Learn in GIS512 Introduction to Environmental Remote Sensing +

+ +
+

Satellite Remote Sensing

+

SRTM and LANDSAT example for Panama: +

+ + +
+ + +
Images and data by NASA and NCSU MEAS +

+ +
+

Satellite Remote Sensing

+

PLANET images for Jockey's Ridge change between September 2017 and July 2018 mapped at 3m resolution: +

+ +

+Data by planet.com +

+ +
+

Airborne Remote Sensing

+

Lidar and orthophoto example for NCSU fields - sub-meter resolution mapping: + +

+ +

Most current systems combine active and passive sensors +

+ +
+

Airborne Remote Sensing

+

3D construction site mapping at cm resolution using small unmanned aerial system (drone) +

+ +

Mapped in 2021 by William Reckling, NCSU graduate student +
NCSU GeoForAll Lab 3D models from UAS on sketchfab, +
learn in GIS584 Mapping and Analytics Using UAS +

+ +
+

Ground-based passive

+

Airborne orthophoto compared with on-ground mobile 360 degree camera streetview +

+ +

Credits: Orthphoto from NC One Map, Ground-based image from Google streetview +

+ +
+

Ground-based active

+

Terrestrial lidar: monitoring eroding stream bank at mm resolutions +

+ +

Credits: Photo and data by Nathan Lyons, NCSU graduate student, 3D model by Helena Mitasova +

+ + + +
+

Non-traditional data sources

+

Widespread GPS enabled technology: +

+

    +
  • smartphones, tablets (GPS and lidar) +
  • webcams (AMOS) +
  • mobile sensor networks : cars, bicycles, scooters +
  • smart devices (internet of things): trash cans, utilities +
+ + +

Time spent by a group of people along a guided tour, displayed over a lidar-based DSM, learn more in +Mitas et al., 2020 +

+ + + +
+

From mapping to GIS

+

+Acquired data are transformed into georeferenced, +discrete representations of landscape features +

+

    +
  • georeferencing (often in real-time using GPS) +
  • feature or theme extraction (e.g. image classification) +
  • building GIS data model representation
    (geometry, attributes, time) +
  • generating metadata +
+
+ +
+

Georeferencing

+

+Georeferenced data: location on Earth is represented in a Coordinate Referenced System (CRS) +

+

    +
  • geodetic (geographic) coordinate system: +
    geoid -- ellipsoid -- latitude/longitude +

    +

  • projected reference systems: +
    geoid -- ellipsoid -- developable surface -- plane -- x,y +
+
+ +
+

Geodetic (Geographic) CRS

+

geoid -- ellipsoid -- latitude/longitude +

+ + +

    +
  • GPS, large regions, data exchange +
  • units: degree-minutes-seconds +
  • complex algorithms for distances, areas +
+

+
+ +
+

Projected CRS

+

+Projected reference systems (there are many): +
geoid -- ellipsoid -- developable surface -- plane -- x,y +

+

    +
  • developable surfaces: conic, cylindrical, azimuthal +
  • type of distortion: conformal, equidistant, equal area +
+

Map projection transitions + +Cartographic projections by Furuti +

+
+ +
+

National and state CRS

+

+Defined by: +

    +
  • Reference spheroid/geoid and datum:
    e.g. GRS80-NAD83, WGS84, NATR2022 +
  • Projection and its parameters, e.g. : +
      +
    • Lambert Conformal Conic (LCC): states in US +
    • Universal Transverse Mercator (UTM): USGS, military +
    • Albers Equal Area (conic): USGS national map +
    +
  • Vertical datum: e.g. NAVD88, NAPGD2022 +
+

+NAD83 and NAVD88 to be replaced +with North American Terrestrial Reference Frame (NATR2022) and North American-Pacific Geopotential Datum of 2022 (NAPGD2022) +

+ +
+

CRS standards

+

+International Organization of Oil and Gas Producers (OGP) Surveying and Positioning Committee, +established standard for CRS definition with assigned EPSG codes +(initiated by European Petroleum Survey Group - EPSG) +

Find the codes and CRS representation in many formats here epsg.io +Example: EPSG:4326 WGS84 used in GPS, or at +Spatial Reference website +

+Transition to ISO WKT 19162:2018 international standard notation (WKT:well known text, text markup language) +

+ + + +
+

Popular Visualization CRS

+

+Most common in on-line mapping systems: +
Pseudo-Mercator +

+EPSG statement +

We have reviewed the coordinate reference system used by Google, etc. +and believe that it is technically flawed. We will not devalue the EPSG dataset by +including such inappropriate geodesy and cartography. +
+In 1989, North American professional geographic organizations +called for a ban on all rectangular coordinate maps (especially Mercator). +

+

+https://geography.about.com/library/weekly/aa030201b.htm +
https://demonstrations.wolfram.com/WorldMapProjections/ +

+
+ + + +
+

Popular Visualization CRS

+

+World map in Pseudo Mercator with massive distortions farther from the equator, +compared with Winkel-Tripel projection with more realistic representation +

+ +Pseudo Mercator was eventually included as +EPSG 3857 +- it is not recommended for professional work +

+ +
+

Coordinate systems in GIS

+Representation of coordinate systems in GIS +
    +
  • Metadata file +
  • EPSG codes +
  • ESRI PRJ file +
  • PROJ format +
  • Transition towards ISO WKT 19162:2018 international standard notation (WKT) +
+ +

+
+ +
+

Coordinate transformations

+

+Geospatial data often come in different CRS, e.g.: +

    +
  • Federal agencies: Geodetic CRS (WGS84), Albers equal area, UTM +
  • State agencies: State Plane CRS +
  • Older data may have different datums (NAD27, NAD83) +
+

+Coordinate transformations +

+x,y -> longitude, latitude -> x’,y’ +

+often performed on-fly, may be inaccurate and time consuming +

    +
  • first reproject all data into a suitable common CRS +
  • then perform analysis and modeling +
+

+
+ +
+

Summary

+
    +
  • we provided overview of modern technologies for geospatial data acquisition +
  • we explained the concept of coordinate reference systems and related standards +
+
+ + + +
+ + ⌂ +
+ +
+ +
+ + + + + + + + diff --git a/lectures/geovisual.html b/lectures/geovisual.html new file mode 100644 index 00000000..89219526 --- /dev/null +++ b/lectures/geovisual.html @@ -0,0 +1,793 @@ + + + + + + + + Lecture slides for GIS/MEA582 + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+
+

Geovisualization

+

+ Helena Mitasova

+

+ GIS/MEA582 Geospatial Modeling and Analysis + NCSU +

+
+ +
+

Outline (learning objectives)

+

+

    +
  • display of raster and vector data: scaling properties +
  • color ramps for raster data, relief shading + +
  • 3D visualization: single and multiple surfaces +
  • dynamic visualization with animations +
  • tangible interaction +
  • Web GIS cartography +
+
+ +
+

Role of geovisualization

+

+

    +
  • Visual analytics: highlight spatial patterns or features +

    +

  • Communication of geospatial information +

    +

  • Example: Explore Global Weather Conditions at + +earth by Cameron Beccario +

    Near-real time dynamics, presented in several projections +

+
+ +
+

Display of raster and vector data

+ +
    +
  • all data displayed on computer screen are rasters, +what you see is controlled by the resolution of your map display +
  • raster data: as we zoom in, raster grid cells become visible, +reinterpolate to higher resolution to smooth out the effect +
  • vector data: vertices are connected by rasterized line, it is scalable, limited +only by the dispaly resolution +
+ +

+

+
+ +
+

Display of large rasters

+ If the number of rows or columns in a raster is greater than those of map display, +
not all pixels are visible (red): convert to vector representation (blue) +
+
+ + +
Example:3000x3000 raster in 1000x1000 window only every third pixel shown, +zoom to 500x500 subset shows all pixels. + +
+ +
+

Working with color

+

+

    +
  • Color components: hue, brightness, and saturation +
  • Quantitative representation: Red + Green + Blue +
  • Color for raster data: discrete or continuous +
  • Continuous interpolates RGB values based on the values in the raster map +
  • Color for vector data: usually discrete by definition +
+

+Learn more about color (see supplemental material) + +

+ +
+ +
+

Colors for discrete raster data

+
    +
  • quantitative data: constant hue, color intensity is a function of values +
  • qualitative data: constant intensity, varied discrete hue +
+

+ +

+

Soil erodibility (see units here) and Soil ID maps + +

+ +
+

Colors for continuous raster data

+
    +
  • continuous color highlights continuous property +
  • discrete color: convert the continuous data to discrete classes; some information is lost +
+

+
note: default color ramp for FP maps is often greyscale with uniform interval

+
+ +
+

Colors for continuous raster data

+

+Distribution of color based on uniform raster data intervals +

+

+

Uniform intervals work for elevations in Piedmont, +but for entire NC this approach highlights that most NC is flat coastal +plane but we don't see its subtle topography structure

+
+ +
+

Histogram equalized color

+

Distribution of color based on histogram of raster data values and a custom color ramp +

+
Assigns color based on intervals which cover approximately the same area. +Highlights topography structure but distorts the elevation differences +

+ +
+

Color for non-linear distributions

+
    +
  • Flow accumulation data range over several magnitudes +
  • Uniform interval color ramp +
+

+

The flow accumulation values range between 1 and 73000 with large number of cells with +small values and small number of cells with very large values

+
+ +
+

Color for non-linear distributions

+
    +
  • Flow accumulation data range over several magnitudes +
  • Histogram equalized color ramp: green-yellow-blue +
+

+

The high flow accumulation which represents the main streams is lost.

+
+ +
+

Color for non-linear distributions

+
    +
  • Flow accumulation data range over several magnitudes +
  • Logarithmic color ramp: green-yellow-blue +
+

+

Highlights the main streams with good representation of smaller streams

+
+ +
+

Color for non-linear distributions

+
    +
  • Convert to vector model with stream order +
  • Color, width based on stream order +
+

+

GRASS GIS workflow provided in +GRASS GIS for Designers by Brendan Harmon

+
+ +
+

Color ramps for continuous data: summary

+
    +
  • discrete: based on discrete categories derived from continuous data +
  • continuous: colors (R,G,B) are interpolated based on raster data values +
  • histogram equalized: colors are distributed based on the raster map histogram +
  • logarithmic +
  • see +supplemental material for many others and explanation of the best practices +
+ + +
+

Maps with relief shading

+
    +
  • Color composite highlights relationship between +
      +
    • the theme values represented by hue +
    • surface structure represented by brightness derived as shaded relief (illuminated topography) +
    +
+

+

+ +
+

Relief shading

+

Resulting color composite for elevation theme +

+

+ +
+

Relief shading

+

Color composite for flow accumulation with elevation +

+ +

+ + + +
+

From image to map

+
    +
  • Display of raster and vector data does not make a map +
  • Map: cartographic representation of geospatial data +
  • Map elements position the image on earth and explain the content +
+
+ + + +
+

Map elements

+
    +
  • data frame - map content image +
  • elements outside the map image +
      +
    • legend and title, scale and north arrow +
    • coordinates, citation, metadata +
    +
+
+ +

Images from report by Hahn, GIS582 and +Corey White et al, 2022, +Rapid-DEM: Rapid Topographic Updates through Satellite Change Detection and UAS Data Fusion. Remote Sensing 14(7), 1718.

+
+ +
+

Visualization in 3D perspective

+
    +
  • Projection of 3D object into a 2D space: perspective +

    +

      +
    • paralel lines intersect in vanishing point(s) +
    • scale depends on distance from the viewer +
    • only visible part of surface is rendered: +interactive exploration is important for viewing obstructed data +
    +
+

+

+ +
+

Parameters of 3D perspective

+
    +
  • viewing position (height, distance and angle) +
  • surface position, z-scale, resolution +
  • surface color: raster map, vector data +
+

+ + +

+ +
+

Light and shading

+

Important for visual representation of surface structure +

Useful for identification of subtle features or artifacts +

+

+ +
+

Multiple surface visualization

+

Applications and properties +

    +
  • Lidar: bare ground and surface with vegetation +
  • Change in topography (coast, development) +
  • Geological or soil layers +

    +

  • Vertical scaling is important: vertical distances often 1-3 magnitudes smaller than horizontal +
  • Display: side-by-side or stacked +
  • Interactive cutting planes for exploration of stacked surfaces +
+
+ +
+

Multiple surface visualization

+

Side by side: Bare Earth and Vegetated Surfaces derived from lidar data +

+

+ +
+

Multiple surface visualization

+

Stacked surfaces with crossections +
+
+

+ + + +
+

Dynamic visualization: animations

+
    +
  • When to use animations: +

    +

      +
    • dynamic simulations: ocean surge, flooding, wind, pollution, migration, urban growth +
    • time series of data : migrating landforms, temperature, precipitation, melting of ice cap, urban growth +
    • method analysis – changing a parameter or crossections +
    +

    + + + +

+ + + +
+

Animations in 3D

+
    +
  • Dynamic process: overland flow simulation using path sampling method, time series +of particles and water depth maps draped over static DEM +
+

+ +

+ +
+

Animations in 3D: examples

+

Jockey's ridge: +Dynamic surfaces: series of changing surfaces, static viewing position +
+ +

+Mitas, O. et al., 2013, Managing Dune Landscape Changes at +Jockey's Ridge State Park, North Carolina, Tourism in Marine Environments 9(3-4), pp. 155-167. +

+
+ +
+

Space-time cube: landforms

+

Jockey's ridge: evolution of 16m elevation contour, isosurface evolving over time +
+

Animation by A. Petrasova, see also +Tateosian L., et al. 2014, Visualizations of Coastal Terrain Time-series, +Information Visualization, 13 (3) pp. 266 - 282. +

+ +
+

Animations for voxel models

+

3D vegetation structure from multiple return lidar point cloud: moving cross-section +

+

+Petras V., Newcomb D. J., Mitasova H, 2017. Generalized 3D fragmentation index derived from lidar point clouds. +

+ +
+

Animations in 3D

+

Fly-by: static features explored by moving viewing position +
Dynamic isourfaces from multi-temporal voxel model +

+ +

See more examples here +

+ +
+

Web-based visualization

+Interactive 3D visualization supported by WebGL +

Point cloud viewer +

Kepler: vector data display and analysis + +

Kepler Lab by Corey White +

+ +
+

Tangible Landscape

+

Bringing people together around GIS: Tangible user interface for GRASS GIS +

Designed to make working with geospatial data and simulations engaging, and fun

+

+ +

+Petrasova, A. et al. (2018). Tangible Modeling with Open Source GIS. Second edition. Springer International Publishing. +https://doi.org/10.1007/978-3-319-89303-7 + +

+ +
+

How does it work?

+ +    +

Tangible Landscape couples a digital and a physical model through a continuous cycle of 3D scanning, geospatial modeling, and projection

+
+ +
+

Interactions

+

+

+ +
+

Coupling with 3D rendering

+

+

+ +
+

Tangible Landscape for education

+

+ + +

TL Webinar +

+TL as a geosimulation environment in GIS714 +

+ +
+

Summary

+
    +
  • display of raster and vector data: scaling properties +
  • color ramps for raster data, relief shading +
  • map elements +
  • 3D visualization: single and multiple surfaces +
  • dynamic visualization with animations +
  • Web GIS cartography +
  • Tangible Landscape +
+
+ + + +
+ + ⌂ +
+ +
+ +
+ + + + + + + + diff --git a/lectures/grass.html b/lectures/grass.html new file mode 100644 index 00000000..74f71eec --- /dev/null +++ b/lectures/grass.html @@ -0,0 +1,916 @@ + + + + + + + + Lecture slides for GIS/MEA582 + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+
+

+ Introduction to
+ GRASS GIS +

+

+ Helena Mitasova +
+ and Vaclav Petras

+

+ GIS/MEA582 Geospatial Modeling and Analysis + NCSU +

+
+ +
+

Learning Objectives

+

+This lecture is a brief introduction to GRASS GIS software +and overview of its features in the context of this course and +open source software in general. +

+
+ + +
+

Open Source and Licensing

+
    +
  • According to Stallman (2002), + there are four freedoms that as a user you should have: +
      +
    • the freedom to use the software for any purpose, +
    • the freedom to change the software to suit your needs, +
    • the freedom to share the software, and +
    • the freedom to share the changes you make. +
    +
+
+ +
Logo of GNU GPL license, version 3
+
+

+ +Stallman, R. M. (2002). Free software, free society: selected essays. Ed. by J. Gay. 1st. ed. OCLC: +253840339. Boston, Mass: Free Software Foundation. 220 pp. ISBN 978-1-882114-98-6. + +

+ + +
+

Free, Libre, and Open Source

+ +
    +
  • + free software (FS), + open source software (OSS), + free and open source software (FOSS), + free, libre and open source software (FLOSS) +
  • the term open source is often used for simplicity +
      +
    • often used by developers as it refers to a development model +
    +
  • the term FOSS is often used in geospatial community +
      +
    • free refers to user's freedom +
    • open source refers to open development model +
    • FOSS4G (free and open source software for geospatial) +
    +
+
+ + +
+

Commercial and FOSS

+ +
    +
  • FOSS can be used commercially +
  • FOSS can be commercial but not proprietary +
  • FOSS can be used to build closed platforms +
  • Famous FOSS examples (non-geospatial): +
      +
    • Red Hat Enterprise Linux/CentOS +
    • Android/Android Open Source Project +
    • Chrome/Chromium, Firefox +
    • WordPress, Drupal +
    • Moodle +
    • Python, R +
    • + Apple, + Google, + Facebook, + Amazon, + Netflix +
    +
+ +
+ + +
+

FOSS Ecosystem: Example of a Scientific Desktop Setup

+
+
QGIS, GRASS GIS
+
+GIS, remote sensing, cartography +
+
R, Octave, Python
+
+statistics, linear algebra, scripting, automation +
+
SQLite, PostgreSQL with PostGIS, LibreOffice
+
+database, tabular data +
+
Inkscape, Gimp, ImageMagic
+
+vector graphics, raster graphics +
+
+
    +
  • Portability: works on Mac, Linux, Windows +
  • Interoperability: programs designed to work with others +
+
+ + +
+

FOSS Ecosystem: Example of a Service Setup

+ +
+
GRASS GIS, R, SAGA GIS, GDAL
+
+backend processing +
+
OpenLayers or Leaflet, Django or Flask
+
+front end +
+
PostgreSQL with PostGIS
+
+database (spatial and non-spatial data storage) + +
+
ZOO-Project, PyWPS, GeoServer, or QGIS Server
+
+processing server and spatial data publishing server + + +
+
+ +
    +
  • Flexibility: standards and open formats allows to switch different components +
  • Scalability: can be copied to more machines at no cost +
+
+ +
+

GRASS GIS

+

+GRASS GIS (Geographic Resources Analysis Support System) is a Free and Open Source Software suite +for geospatial data management and analysis, image processing, spatial modeling, and visualization. +

+grass.osgeo.org +

+Source code in github +

+ +
+

GRASS GIS

+ Timeline: +
    +
  • 1983 started at US Army CERL + + as land management system + +
  • evolved into general purpose GIS +
  • 1999 GNU GPL, international team of developers +
  • 2008 OSGeo Project +
  • 40+ years of GRASS GIS development +
+ +
+ +
+

Historical Video

+

+ Historical promotional video from 1987 narrated by William Shatner +

+ +

+ watching 1 minute is sufficient to get the idea, + optionally you can watch the whole 15 minutes + and see metadata and transcript at + doi.org/10.5446/12963 +

+
+ +
+

Software Implementation

+
    +
  • portable: +
      +
    • many operating systems: MS Windows, Mac OS, Linux, ... +
    • high-end desktops, low-end laptops, + Raspberry Pi, + High-Performance Computing clusters, ... +
    +
  • single integrated software +
  • functionality implemented as 500+ tools (modules) +
  • written in C and Python +
+ + +
+ + +
+

Processing Capabilities

+
+
raster and 3D raster
+
+ map algebra, DEM, interpolation, flow, neighborhood, solar, cost surfaces, ... +
+
imagery (remote sensing)
+
+ rectification, multispectral, classification, segmentation, PCA, FFT, ML, ... +
+
vector and database
+
+ buffers, overlays, networks, topology, attribute management, SQL, ... +
+
spatio-temporal data (time series)
+
+ sampling, statistics, aggregation, temporal topology, algebra, ... +
+
+ +
+ + +
+

General Capabilities

+
+
visualization
+
+ 2D display, 3D visualization, temporal visualization, PNG, PS and PDF maps, ... +
+
interoperability
+
+ import from and export to different formats, WMS, ... +
+
extensibility
+
+ scriptable (e.g. Python), custom tools (typically Python or C), ... +
+
+ +
Visualization of a planned drone flight over digital surface model with ortho +
+ + +
+

Naming Convention for Tools (Modules)

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
PrefixFunctionalityExample
r.raster processingr.mapcalc: raster map algebra
v.vector processingv.surf.rst: interpolation from points to raster
g.general managementg.remove: removes maps
d.display, renderingd.rast: display raster map
i.imagery processingi.segment: image segmentation
r3.3D raster processingr3.stats: 3D raster statistics
t.temporal data processingt.rast.aggregate: temporal aggregation
+ +
+ + +
+

User Interfaces

+

+Tools (modules) can be accessed using: +

+

    +
  • Graphical User Interface (GUI) +
  • Command Line Interface (CLI) +
  • Python +
  • Third party interfaces (QGIS, R, ...) +
+ +
+ + +
+

Graphical User Interface

+
    +
  • The interface for a desktop +
+
+ + +
+ + +
+

GUI for tools (modules)

+
    +
  • All tools have standardized, unified interface layout. +
+
+ +

+Standard dialog (form) for the r.neighbors tool (module) generates also the command line version +

+
+ + +
+

Command Line

+
    +
  • The baseline interface for efficiency and reproducibility +
  • Available in GUI as Console with autocomplete functions +
    r.fill.dir input=elev output=fill direction=dir
+
    +
  • and in terminal in Linux or Mac +
+ +
+ + +
+

Python

+
    +
  • grass package part of GRASS GIS +
  • access to tools (modules), but also to internal C functions +
  • integrated Python editor +
  • integrates with Jupyter Notebooks +
+
import grass.script as gs
+gs.run_command('r.fill.dir', input='elev',
+               output='fill', direction='dir')
+
+ +
+ + +
+

Duality between GUI and commands

+
+ +
+
+ Command line (Bash): +
+ + Python: +
+ +
+

+Examples in documentation and class instructions are +provided as commands which can be used to fill-in GUI, write Python +code, or run directly. +

+
+ + +
+

3rd Party Interfaces

+
    +
  • QGIS (Processing Plugin and GRASS Plugin) +
  • R (rgrass package) +
  • ... +
+
+ +
+ + +
+

3rd Party Interfaces

+
    +
  • Tangible Landscape +
      +
    • tangible user interface to GRASS GIS and Blender +
    • by NC State University, Center for Geospatial Analytics +
    +
+ + +

+Tools running: v.surf.rst, r.contour, r.fill.dir, r.sim.water +
see also Petrasova et al., 2018, Tangible Modeling with Open Source GIS, 2nd edition, Springer +

+
+ +
+

Documentation: Users manual

+Each tool (module) has a standardized manual page + +
+ +
+

Public Author & Accessible Code

+Manual page includes the author's name(s) and a link to source code +

+ +

+ + +
+

Link to Research Papers

+If available, the manual page also includes references to papers describing +the methods and algorithms in the tool +

+ +

+ +
+

Continuing development

+ +
+ +

+Example application: summer solstice solar radiation dynamics on lidar DEM (Centennial Campus) +

+
+ + + +
+

Addons Repository

+
    +
  • 300+ user contributed tools +
  • integrated with g.extension +
  • including compiled C and C++ for MS Windows +
  • automatically generated GUI + for Python and C/C++ +
+
+ +example from d.vect.thematic addon manual page + +
+ + + + + +
+

Try GRASS GIS with Jupyter Notebooks

+GRASS GIS workshops and tutorials implemented as Jupyter Notebooks in Binder: + +
+ + +
+

Summary

+
    +
  • General free and open source concepts +
  • Licensing: No "purchasing of licenses" needed for users +
  • Brief GRASS GIS overview: example open source geospatial software +
      +
    • processing capabilities +
    • several user interfaces +
        +
      • Class instructions are using GUI and command line +
      • Python and Jupyter are recommended for the projects +
      +
    • addon tools +
    + +
+
+ +
+ +
+ + ⌂ +
+ +
+ +
+ + + + + + + + diff --git a/lectures/hydro_erosion.html b/lectures/hydro_erosion.html new file mode 100644 index 00000000..21d56fd7 --- /dev/null +++ b/lectures/hydro_erosion.html @@ -0,0 +1,702 @@ + + + + + + + + Lecture slides for GIS/MEA582 + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + +
+
+

Hydrologic and Erosion Modeling

+

+ Helena Mitasova

+

+ GIS/MEA582 Geospatial Modeling + NCSU +

+
+ +
+

Learning objectives

+

+

    + +
  • identify geospatial modeling of landscape processes +
  • distinguish spatially averaged and distributed models + +
  • compare methods for spatial hydrologic modeling +
  • apply modeling soil erosion, sediment transport and deposition +
+
+ +
+

Geospatial modeling of processes

+

+

    +
  • Numerical simulations: tools for gaining new knowledge - virtual experiments +
  • Geospatial numerical simulations: the modeled quantities are function of a location on Earth +

    +

  • Geospatial models have evolved: +
      +

      +

    • from: empirical, spatially averaged, static +

      +

    • to: process-based, spatially explicit and dynamic with + the aim to predict modeled quantity at any point in space and time +
    +

    +

  • Most geospatial models combine empirical and process-based approaches +
+
+ + + +
+

Modeling components

+

+

    +
  • Modeled quantity: + water depth [m], discharge [m$^3$/s], pollutant concentration[mg/l] +
  • Spatial and temporal scale: + e.g. modeling a first order stream may require 1m spatial and 1 min temporal resolution +
  • Configuration space and interactions: + water depth depends on precipitation, topography, soils, land use +
  • Governing equations: + continuity equations, diffusion, ... +
+
+ +
+

Geospatial representation

+

+

    +
  • Modeled quantities and environmental variables can be represented by continuous georeferenced fields +
  • To support numerical simulations these fields need to be discretized: +

    +

      +
    • spatially averaged units: discrete polygons (hydrologic units, hillslope elements, landscape patches) +
    • spatially distributed representation: structured and unstructured meshesi (grids), or random particles +
    • modeled quantities can also evolve along networks (streams, sewer networks) or represent discrete objects (particles, agents)

      +
    +
+ +
+

Spatially averaged models

+
    +
  • Spatially averaged models predict the modeled variable for each averaged unit, such as watershed, +the result is discrete polygons or a number +
+

+

+ +
+

Spatially distributed models

+
    +
  • Spatially distributed or spatially explicit models predict +the variable at any point in space and the result is continuous field +
+

+

+ + + +
+

Geospatial modeling and GIS

+

+

    +
  • workflow using standard GIS tools: simple empirical models with physics based components +
  • models fully integrated as modules: complex physics-based or empirical models +
  • models linked to GIS as extensions or add-ons: common structure and interface +
  • complex modeling systems linked through data: GIS is used for input data processing, +results analysis and visualization, but the model is independent from GIS. +
  • complex modeling systems can incorporate selected GIS capabilities +
+
+ + +
+

Hydrologic modeling

+

surface water flow +

+ +
+

Empirical model: Rational equation

+
    +
  • Simplest approximation of discharge from small watersheds +
  • Assumes steady state, uniform rainfall excess and constant velocity +
  • Discharge is then sum of rainfall excess produced by each grid cell routed to the outlet +
+
+ +
+

Rational equation

+

+$$ Q = C \, i \, A $$ +

+

    +
  • $Q$ [$\rm m^3/s$] is maximum rate of runoff (discharge) +

    +

  • $C$ is runoff coefficient + (ratio of rainfall that becomes runoff : forest 0.05-0.25, pavement 0.75-0.95) +

    +

  • $i$ [$\rm m/s$] average rainfall intensity +

    +

  • $A$ [$\rm m^2$] is upslope contributing area +

    +

  • to determine $i$ we need time to concentration +(time water needs to flow along the longest flowpath to reach the outlet), +duration of rainfall needed to reach the steady state +
+ +
+ +
+

Rational equation

+

+$$ Q = C \, i \, A $$ +

+ + + +

+ +
+

Spatially Distributed Models

+From geometry-based routing to continuity equation +

+

+
    +
  • a) DEM with depression
    • +
  • b) least cost path
    • +
  • c) depression as sink
    • +
  • d) water accumulates is depression: kinematic wave
    • +
  • e) water fills depression and flows out: diffusive wave
    • +
  • f) predefined channel through depression
    • +
+
+ + +
+ +
+

Dynamic Hydrologic Models

+Flow modeling with diffusion term: process-bsed simulation of flow through depression +

+

Instead of filling the DEM, we fill the depression with water +

+ +
+

Path sampling method

+
    +
  • duality between particle and field representation +
  • path sampling: water evolving according to the shallow + water bivariate continuity equation - drift and diffusion +
+

+ +

+ +
+

Overland water flow

+

Path sampling based simulation of water flow within a small agricultural watershed +

+ +

Note simulation of ponding and dispersed flow over the road +

+ +
+

Water flow in a suburb

+

High resolution (sub-meter) modeling of runoff +

+ +

Note (a) the role of stream buffer in storing water and slowing down the flow, +(b) accurate routing of water on roads along curbs indicating high accuracy of the lidar-based DEM +

+ + + +
+

Soil erosion modeling

+
    +
  • Modeled quantity: sediment transport rate [kg/(ms)], net erosion/deposition rate [kg/(m$^2$s)] +
  • Spatial and temporal scale: from hillslopes to watersheds, minutes (storms), annual rates +
  • Configuration space and interactions: sediment transport depends on water flow, topography, soil properties, land use +
  • Governing equations: continuity equation, diffusion, proliferation and decay +
+
+ +
+

Sediment transport equations

+

+Assuming steady state flow, sediment transport by shallow water flow +$q_s$ [kg/(ms)] can be approximated by sediment transport capacity $T_c$: +

+$$ q_s \approx T_c = K_T A^m (\sin \gamma)^n$$ +

+

    +
  • where $A$ is contributing area as measure of water flow +
  • $K_T$ is transport capacity coefficient +
  • $\gamma$ is slope angle +
  • $m,n$ are empirical coefficients, control the relative influence of flow accumulation and slope +
+
+ +
+

Evolution of sediment transport

+Water flow accumulates during rainfall, lower slope at foot of hillslopes reduces +sediment transport capacity +

+ + +

+ +
+

Sediment transport capacity regimes

+Spatial pattern of sediment transport: prevailing sheet flow (a, m=0.6), +concentrated flow (b, m=1.5), spatially variable flow regime (c) +

+ +

+ +
+

Net erosion and deposition

+

+Net erosion and deposition rate = +change in sediment transport capacity $T_c$ in the direction of flow $\alpha$ = +divergence of the sediment transport vector field: + +

+$$d_s =\nabla\cdot {\bf q}_s \approx {\partial (T_c \cos \alpha ) \over {\partial x}} + {\partial (T_c \sin \alpha ) \over {\partial y}}$$ +

Equation is easy to compute using functions for partial derivatives and map algebra. Note that partial derivatives + of a surface can also be computed using its slope $\beta$ and aspect $\alpha$ and keep in mind that instead of elevation our surface is the sediment +transport capacity field: + +

+$$ {{\partial z} \over {\partial x}} = \tan \beta \cos \alpha $$ +$$ {{\partial z} \over {\partial y}} = \tan \beta \sin \alpha $$ +

+ +
+

Net erosion and deposition

+Spatial pattern of net erosion and deposition estimated as change in sediment transport capacity +

+ + +

Net erosion and deposition draped over sediment transport capacity surface (left) and draped over +elevation surface (right) +

+ +
+

Net erosion-deposition regimes

+Spatial pattern of erosion-deposition for: +
sheet flow (a, m=0.6), concentrated flow (b, m=1.5) and spatially variable flow regime (c) +

+ +

+ +
+

Empirical equations

+Universal Soil Loss Equation (USLE, RUSLE) +$$E=R.K.L.S.C.P$$ +where empirical factors/coefficients are: +
    +
  • R - rainfall erosivity factor +
  • K - soil erodibility factor +
  • L - hillslope length or contributing area +
  • S - slope steepness factor +
  • C - cover-management factor +
  • P - protection measures factor +
+

+$L$ is a function of water flow over tilted plane, for complex topography +we can replace it by $A$, upslope contributing area and modify RUSLE +to estimate sediment transport capacity and net erosion-deposition +as a change in sediment transport in the direction of flow. + +

+ +
+

Sediment transport capacity

+Application to small rural watershed with spatially variable land cover +

+ +

+ +
+

Net erosion and deposition

+Application to small rural watershed with spatially variable land cover +

+ +

Read +Brief theoretical background document for detailed description of the equations and units +used in the assignment + +

+ +
+

Land use change application

+

Impact of construction on overald flow and erosion +

+

Note the highest erosion rates along the stream banks +

+ +
+

Summary

+
    +
  • we defined spatially averaged and distributed models and explained linking GIS and landscape process modeling +
  • we compared methods for spatial hydrologic modeling from simple empirical equation to process-based models +
  • we explained modeling soil erosion, sediment transport and deposition using empirical and processed based models +
  • we learned about applications of flow modeling using high resolution, lidar-based DEMs +
+
+ +
+ + ⌂ +
+ + + + + + +
+ +
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Register as an anonymous module. + define( function() { + root.Reveal = factory(); + return root.Reveal; + } ); + } else if( typeof exports === 'object' ) { + // Node. Does not work with strict CommonJS. + module.exports = factory(); + } else { + // Browser globals. + root.Reveal = factory(); + } +}( this, function() { + + 'use strict'; + + var Reveal; + + // The reveal.js version + var VERSION = '3.3.0'; + + var SLIDES_SELECTOR = '.slides section', + HORIZONTAL_SLIDES_SELECTOR = '.slides>section', + VERTICAL_SLIDES_SELECTOR = '.slides>section.present>section', + HOME_SLIDE_SELECTOR = '.slides>section:first-of-type', + UA = navigator.userAgent, + + // Configuration defaults, can be overridden at initialization time + config = { + + // The "normal" size of the presentation, aspect ratio will be preserved + // when the presentation is scaled to fit different resolutions + width: 960, + height: 700, + + // Factor of the display size that should remain empty around the content + margin: 0.1, + + // Bounds for smallest/largest possible scale to apply to content + minScale: 0.2, + maxScale: 1.5, + + // Display controls in the bottom right corner + controls: true, + + // Display a presentation progress bar + progress: true, + + // Display the page number of the current slide + slideNumber: false, + + // Push each slide change to the browser history + history: false, + + // Enable keyboard shortcuts for navigation + keyboard: true, + + // Optional function that blocks keyboard events when retuning false + keyboardCondition: null, + + // Enable the slide overview mode + overview: true, + + // Vertical centering of slides + center: true, + + // Enables touch navigation on devices with touch input + touch: true, + + // Loop the presentation + loop: false, + + // Change the presentation direction to be RTL + rtl: false, + + // Randomizes the order of slides each time the presentation loads + shuffle: false, + + // Turns fragments on and off globally + fragments: true, + + // Flags if the presentation is running in an embedded mode, + // i.e. contained within a limited portion of the screen + embedded: false, + + // Flags if we should show a help overlay when the questionmark + // key is pressed + help: true, + + // Flags if it should be possible to pause the presentation (blackout) + pause: true, + + // Flags if speaker notes should be visible to all viewers + showNotes: false, + + // Number of milliseconds between automatically proceeding to the + // next slide, disabled when set to 0, this value can be overwritten + // by using a data-autoslide attribute on your slides + autoSlide: 0, + + // Stop auto-sliding after user input + autoSlideStoppable: true, + + // Use this method for navigation when auto-sliding (defaults to navigateNext) + autoSlideMethod: null, + + // Enable slide navigation via mouse wheel + mouseWheel: false, + + // Apply a 3D roll to links on hover + rollingLinks: false, + + // Hides the address bar on mobile devices + hideAddressBar: true, + + // Opens links in an iframe preview overlay + previewLinks: false, + + // Exposes the reveal.js API through window.postMessage + postMessage: true, + + // Dispatches all reveal.js events to the parent window through postMessage + postMessageEvents: false, + + // Focuses body when page changes visiblity to ensure keyboard shortcuts work + focusBodyOnPageVisibilityChange: true, + + // Transition style + transition: 'slide', // none/fade/slide/convex/concave/zoom + + // Transition speed + transitionSpeed: 'default', // default/fast/slow + + // Transition style for full page slide backgrounds + backgroundTransition: 'fade', // none/fade/slide/convex/concave/zoom + + // Parallax background image + parallaxBackgroundImage: '', // CSS syntax, e.g. "a.jpg" + + // Parallax background size + parallaxBackgroundSize: '', // CSS syntax, e.g. "3000px 2000px" + + // Amount of pixels to move the parallax background per slide step + parallaxBackgroundHorizontal: null, + parallaxBackgroundVertical: null, + + // Number of slides away from the current that are visible + viewDistance: 3, + + // Script dependencies to load + dependencies: [] + + }, + + // Flags if reveal.js is loaded (has dispatched the 'ready' event) + loaded = false, + + // Flags if the overview mode is currently active + overview = false, + + // Holds the dimensions of our overview slides, including margins + overviewSlideWidth = null, + overviewSlideHeight = null, + + // The horizontal and vertical index of the currently active slide + indexh, + indexv, + + // The previous and current slide HTML elements + previousSlide, + currentSlide, + + previousBackground, + + // Slides may hold a data-state attribute which we pick up and apply + // as a class to the body. This list contains the combined state of + // all current slides. + state = [], + + // The current scale of the presentation (see width/height config) + scale = 1, + + // CSS transform that is currently applied to the slides container, + // split into two groups + slidesTransform = { layout: '', overview: '' }, + + // Cached references to DOM elements + dom = {}, + + // Features supported by the browser, see #checkCapabilities() + features = {}, + + // Client is a mobile device, see #checkCapabilities() + isMobileDevice, + + // Client is a desktop Chrome, see #checkCapabilities() + isChrome, + + // Throttles mouse wheel navigation + lastMouseWheelStep = 0, + + // Delays updates to the URL due to a Chrome thumbnailer bug + writeURLTimeout = 0, + + // Flags if the interaction event listeners are bound + eventsAreBound = false, + + // The current auto-slide duration + autoSlide = 0, + + // Auto slide properties + autoSlidePlayer, + autoSlideTimeout = 0, + autoSlideStartTime = -1, + autoSlidePaused = false, + + // Holds information about the currently ongoing touch input + touch = { + startX: 0, + startY: 0, + startSpan: 0, + startCount: 0, + captured: false, + threshold: 40 + }, + + // Holds information about the keyboard shortcuts + keyboardShortcuts = { + 'N , SPACE': 'Next slide', + 'P': 'Previous slide', + '← , H': 'Navigate left', + '→ , L': 'Navigate right', + '↑ , K': 'Navigate up', + '↓ , J': 'Navigate down', + 'Home': 'First slide', + 'End': 'Last slide', + 'B , .': 'Pause', + 'F': 'Fullscreen', + 'ESC, O': 'Slide overview' + }; + + /** + * Starts up the presentation if the client is capable. + */ + function initialize( options ) { + + checkCapabilities(); + + if( !features.transforms2d && !features.transforms3d ) { + document.body.setAttribute( 'class', 'no-transforms' ); + + // Since JS won't be running any further, we load all lazy + // loading elements upfront + var images = toArray( document.getElementsByTagName( 'img' ) ), + iframes = toArray( document.getElementsByTagName( 'iframe' ) ); + + var lazyLoadable = images.concat( iframes ); + + for( var i = 0, len = lazyLoadable.length; i < len; i++ ) { + var element = lazyLoadable[i]; + if( element.getAttribute( 'data-src' ) ) { + element.setAttribute( 'src', element.getAttribute( 'data-src' ) ); + element.removeAttribute( 'data-src' ); + } + } + + // If the browser doesn't support core features we won't be + // using JavaScript to control the presentation + return; + } + + // Cache references to key DOM elements + dom.wrapper = document.querySelector( '.reveal' ); + dom.slides = document.querySelector( '.reveal .slides' ); + + // Force a layout when the whole page, incl fonts, has loaded + window.addEventListener( 'load', layout, false ); + + var query = Reveal.getQueryHash(); + + // Do not accept new dependencies via query config to avoid + // the potential of malicious script injection + if( typeof query['dependencies'] !== 'undefined' ) delete query['dependencies']; + + // Copy options over to our config object + extend( config, options ); + extend( config, query ); + + // Hide the address bar in mobile browsers + hideAddressBar(); + + // Loads the dependencies and continues to #start() once done + load(); + + } + + /** + * Inspect the client to see what it's capable of, this + * should only happens once per runtime. + */ + function checkCapabilities() { + + isMobileDevice = /(iphone|ipod|ipad|android)/gi.test( UA ); + isChrome = /chrome/i.test( UA ) && !/edge/i.test( UA ); + + var testElement = document.createElement( 'div' ); + + features.transforms3d = 'WebkitPerspective' in testElement.style || + 'MozPerspective' in testElement.style || + 'msPerspective' in testElement.style || + 'OPerspective' in testElement.style || + 'perspective' in testElement.style; + + features.transforms2d = 'WebkitTransform' in testElement.style || + 'MozTransform' in testElement.style || + 'msTransform' in testElement.style || + 'OTransform' in testElement.style || + 'transform' in testElement.style; + + features.requestAnimationFrameMethod = window.requestAnimationFrame || window.webkitRequestAnimationFrame || window.mozRequestAnimationFrame; + features.requestAnimationFrame = typeof features.requestAnimationFrameMethod === 'function'; + + features.canvas = !!document.createElement( 'canvas' ).getContext; + + // Transitions in the overview are disabled in desktop and + // Safari due to lag + features.overviewTransitions = !/Version\/[\d\.]+.*Safari/.test( UA ); + + // Flags if we should use zoom instead of transform to scale + // up slides. Zoom produces crisper results but has a lot of + // xbrowser quirks so we only use it in whitelsited browsers. + features.zoom = 'zoom' in testElement.style && !isMobileDevice && + ( isChrome || /Version\/[\d\.]+.*Safari/.test( UA ) ); + + } + + /** + * Loads the dependencies of reveal.js. Dependencies are + * defined via the configuration option 'dependencies' + * and will be loaded prior to starting/binding reveal.js. + * Some dependencies may have an 'async' flag, if so they + * will load after reveal.js has been started up. + */ + function load() { + + var scripts = [], + scriptsAsync = [], + scriptsToPreload = 0; + + // Called once synchronous scripts finish loading + function proceed() { + if( scriptsAsync.length ) { + // Load asynchronous scripts + head.js.apply( null, scriptsAsync ); + } + + start(); + } + + function loadScript( s ) { + head.ready( s.src.match( /([\w\d_\-]*)\.?js$|[^\\\/]*$/i )[0], function() { + // Extension may contain callback functions + if( typeof s.callback === 'function' ) { + s.callback.apply( this ); + } + + if( --scriptsToPreload === 0 ) { + proceed(); + } + }); + } + + for( var i = 0, len = config.dependencies.length; i < len; i++ ) { + var s = config.dependencies[i]; + + // Load if there's no condition or the condition is truthy + if( !s.condition || s.condition() ) { + if( s.async ) { + scriptsAsync.push( s.src ); + } + else { + scripts.push( s.src ); + } + + loadScript( s ); + } + } + + if( scripts.length ) { + scriptsToPreload = scripts.length; + + // Load synchronous scripts + head.js.apply( null, scripts ); + } + else { + proceed(); + } + + } + + /** + * Starts up reveal.js by binding input events and navigating + * to the current URL deeplink if there is one. + */ + function start() { + + // Make sure we've got all the DOM elements we need + setupDOM(); + + // Listen to messages posted to this window + setupPostMessage(); + + // Prevent the slides from being scrolled out of view + setupScrollPrevention(); + + // Resets all vertical slides so that only the first is visible + resetVerticalSlides(); + + // Updates the presentation to match the current configuration values + configure(); + + // Read the initial hash + readURL(); + + // Update all backgrounds + updateBackground( true ); + + // Notify listeners that the presentation is ready but use a 1ms + // timeout to ensure it's not fired synchronously after #initialize() + setTimeout( function() { + // Enable transitions now that we're loaded + dom.slides.classList.remove( 'no-transition' ); + + loaded = true; + + dispatchEvent( 'ready', { + 'indexh': indexh, + 'indexv': indexv, + 'currentSlide': currentSlide + } ); + }, 1 ); + + // Special setup and config is required when printing to PDF + if( isPrintingPDF() ) { + removeEventListeners(); + + // The document needs to have loaded for the PDF layout + // measurements to be accurate + if( document.readyState === 'complete' ) { + setupPDF(); + } + else { + window.addEventListener( 'load', setupPDF ); + } + } + + } + + /** + * Finds and stores references to DOM elements which are + * required by the presentation. If a required element is + * not found, it is created. + */ + function setupDOM() { + + // Prevent transitions while we're loading + dom.slides.classList.add( 'no-transition' ); + + // Background element + dom.background = createSingletonNode( dom.wrapper, 'div', 'backgrounds', null ); + + // Progress bar + dom.progress = createSingletonNode( dom.wrapper, 'div', 'progress', '' ); + dom.progressbar = dom.progress.querySelector( 'span' ); + + // Arrow controls + createSingletonNode( dom.wrapper, 'aside', 'controls', + '' + + '' + + '' + + '' ); + + // Slide number + dom.slideNumber = createSingletonNode( dom.wrapper, 'div', 'slide-number', '' ); + + // Element containing notes that are visible to the audience + dom.speakerNotes = createSingletonNode( dom.wrapper, 'div', 'speaker-notes', null ); + dom.speakerNotes.setAttribute( 'data-prevent-swipe', '' ); + + // Overlay graphic which is displayed during the paused mode + createSingletonNode( dom.wrapper, 'div', 'pause-overlay', null ); + + // Cache references to elements + dom.controls = document.querySelector( '.reveal .controls' ); + dom.theme = document.querySelector( '#theme' ); + + dom.wrapper.setAttribute( 'role', 'application' ); + + // There can be multiple instances of controls throughout the page + dom.controlsLeft = toArray( document.querySelectorAll( '.navigate-left' ) ); + dom.controlsRight = toArray( document.querySelectorAll( '.navigate-right' ) ); + dom.controlsUp = toArray( document.querySelectorAll( '.navigate-up' ) ); + dom.controlsDown = toArray( document.querySelectorAll( '.navigate-down' ) ); + dom.controlsPrev = toArray( document.querySelectorAll( '.navigate-prev' ) ); + dom.controlsNext = toArray( document.querySelectorAll( '.navigate-next' ) ); + + dom.statusDiv = createStatusDiv(); + } + + /** + * Creates a hidden div with role aria-live to announce the + * current slide content. Hide the div off-screen to make it + * available only to Assistive Technologies. + */ + function createStatusDiv() { + + var statusDiv = document.getElementById( 'aria-status-div' ); + if( !statusDiv ) { + statusDiv = document.createElement( 'div' ); + statusDiv.style.position = 'absolute'; + statusDiv.style.height = '1px'; + statusDiv.style.width = '1px'; + statusDiv.style.overflow ='hidden'; + statusDiv.style.clip = 'rect( 1px, 1px, 1px, 1px )'; + statusDiv.setAttribute( 'id', 'aria-status-div' ); + statusDiv.setAttribute( 'aria-live', 'polite' ); + statusDiv.setAttribute( 'aria-atomic','true' ); + dom.wrapper.appendChild( statusDiv ); + } + return statusDiv; + + } + + /** + * Configures the presentation for printing to a static + * PDF. + */ + function setupPDF() { + + var slideSize = getComputedSlideSize( window.innerWidth, window.innerHeight ); + + // Dimensions of the PDF pages + var pageWidth = Math.floor( slideSize.width * ( 1 + config.margin ) ), + pageHeight = Math.floor( slideSize.height * ( 1 + config.margin ) ); + + // Dimensions of slides within the pages + var slideWidth = slideSize.width, + slideHeight = slideSize.height; + + // Let the browser know what page size we want to print + injectStyleSheet( '@page{size:'+ pageWidth +'px '+ pageHeight +'px; margin: 0;}' ); + + // Limit the size of certain elements to the dimensions of the slide + injectStyleSheet( '.reveal section>img, .reveal section>video, .reveal section>iframe{max-width: '+ slideWidth +'px; max-height:'+ slideHeight +'px}' ); + + document.body.classList.add( 'print-pdf' ); + document.body.style.width = pageWidth + 'px'; + document.body.style.height = pageHeight + 'px'; + + // Add each slide's index as attributes on itself, we need these + // indices to generate slide numbers below + toArray( dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR ) ).forEach( function( hslide, h ) { + hslide.setAttribute( 'data-index-h', h ); + + if( hslide.classList.contains( 'stack' ) ) { + toArray( hslide.querySelectorAll( 'section' ) ).forEach( function( vslide, v ) { + vslide.setAttribute( 'data-index-h', h ); + vslide.setAttribute( 'data-index-v', v ); + } ); + } + } ); + + // Slide and slide background layout + toArray( dom.wrapper.querySelectorAll( SLIDES_SELECTOR ) ).forEach( function( slide ) { + + // Vertical stacks are not centred since their section + // children will be + if( slide.classList.contains( 'stack' ) === false ) { + // Center the slide inside of the page, giving the slide some margin + var left = ( pageWidth - slideWidth ) / 2, + top = ( pageHeight - slideHeight ) / 2; + + var contentHeight = getAbsoluteHeight( slide ); + var numberOfPages = Math.max( Math.ceil( contentHeight / pageHeight ), 1 ); + + // Center slides vertically + if( numberOfPages === 1 && config.center || slide.classList.contains( 'center' ) ) { + top = Math.max( ( pageHeight - contentHeight ) / 2, 0 ); + } + + // Position the slide inside of the page + slide.style.left = left + 'px'; + slide.style.top = top + 'px'; + slide.style.width = slideWidth + 'px'; + + // TODO Backgrounds need to be multiplied when the slide + // stretches over multiple pages + var background = slide.querySelector( '.slide-background' ); + if( background ) { + background.style.width = pageWidth + 'px'; + background.style.height = ( pageHeight * numberOfPages ) + 'px'; + background.style.top = -top + 'px'; + background.style.left = -left + 'px'; + } + + // Inject notes if `showNotes` is enabled + if( config.showNotes ) { + var notes = getSlideNotes( slide ); + if( notes ) { + var notesSpacing = 8; + var notesElement = document.createElement( 'div' ); + notesElement.classList.add( 'speaker-notes' ); + notesElement.classList.add( 'speaker-notes-pdf' ); + notesElement.innerHTML = notes; + notesElement.style.left = ( notesSpacing - left ) + 'px'; + notesElement.style.bottom = ( notesSpacing - top ) + 'px'; + notesElement.style.width = ( pageWidth - notesSpacing*2 ) + 'px'; + slide.appendChild( notesElement ); + } + } + + // Inject slide numbers if `slideNumbers` are enabled + if( config.slideNumber ) { + var slideNumberH = parseInt( slide.getAttribute( 'data-index-h' ), 10 ) + 1, + slideNumberV = parseInt( slide.getAttribute( 'data-index-v' ), 10 ) + 1; + + var numberElement = document.createElement( 'div' ); + numberElement.classList.add( 'slide-number' ); + numberElement.classList.add( 'slide-number-pdf' ); + numberElement.innerHTML = formatSlideNumber( slideNumberH, '.', slideNumberV ); + background.appendChild( numberElement ); + } + } + + } ); + + // Show all fragments + toArray( dom.wrapper.querySelectorAll( SLIDES_SELECTOR + ' .fragment' ) ).forEach( function( fragment ) { + fragment.classList.add( 'visible' ); + } ); + + } + + /** + * This is an unfortunate necessity. Some actions – such as + * an input field being focused in an iframe or using the + * keyboard to expand text selection beyond the bounds of + * a slide – can trigger our content to be pushed out of view. + * This scrolling can not be prevented by hiding overflow in + * CSS (we already do) so we have to resort to repeatedly + * checking if the slides have been offset :( + */ + function setupScrollPrevention() { + + setInterval( function() { + if( dom.wrapper.scrollTop !== 0 || dom.wrapper.scrollLeft !== 0 ) { + dom.wrapper.scrollTop = 0; + dom.wrapper.scrollLeft = 0; + } + }, 1000 ); + + } + + /** + * Creates an HTML element and returns a reference to it. + * If the element already exists the existing instance will + * be returned. + */ + function createSingletonNode( container, tagname, classname, innerHTML ) { + + // Find all nodes matching the description + var nodes = container.querySelectorAll( '.' + classname ); + + // Check all matches to find one which is a direct child of + // the specified container + for( var i = 0; i < nodes.length; i++ ) { + var testNode = nodes[i]; + if( testNode.parentNode === container ) { + return testNode; + } + } + + // If no node was found, create it now + var node = document.createElement( tagname ); + node.classList.add( classname ); + if( typeof innerHTML === 'string' ) { + node.innerHTML = innerHTML; + } + container.appendChild( node ); + + return node; + + } + + /** + * Creates the slide background elements and appends them + * to the background container. One element is created per + * slide no matter if the given slide has visible background. + */ + function createBackgrounds() { + + var printMode = isPrintingPDF(); + + // Clear prior backgrounds + dom.background.innerHTML = ''; + dom.background.classList.add( 'no-transition' ); + + // Iterate over all horizontal slides + toArray( dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR ) ).forEach( function( slideh ) { + + var backgroundStack; + + if( printMode ) { + backgroundStack = createBackground( slideh, slideh ); + } + else { + backgroundStack = createBackground( slideh, dom.background ); + } + + // Iterate over all vertical slides + toArray( slideh.querySelectorAll( 'section' ) ).forEach( function( slidev ) { + + if( printMode ) { + createBackground( slidev, slidev ); + } + else { + createBackground( slidev, backgroundStack ); + } + + backgroundStack.classList.add( 'stack' ); + + } ); + + } ); + + // Add parallax background if specified + if( config.parallaxBackgroundImage ) { + + dom.background.style.backgroundImage = 'url("' + config.parallaxBackgroundImage + '")'; + dom.background.style.backgroundSize = config.parallaxBackgroundSize; + + // Make sure the below properties are set on the element - these properties are + // needed for proper transitions to be set on the element via CSS. To remove + // annoying background slide-in effect when the presentation starts, apply + // these properties after short time delay + setTimeout( function() { + dom.wrapper.classList.add( 'has-parallax-background' ); + }, 1 ); + + } + else { + + dom.background.style.backgroundImage = ''; + dom.wrapper.classList.remove( 'has-parallax-background' ); + + } + + } + + /** + * Creates a background for the given slide. + * + * @param {HTMLElement} slide + * @param {HTMLElement} container The element that the background + * should be appended to + */ + function createBackground( slide, container ) { + + var data = { + background: slide.getAttribute( 'data-background' ), + backgroundSize: slide.getAttribute( 'data-background-size' ), + backgroundImage: slide.getAttribute( 'data-background-image' ), + backgroundVideo: slide.getAttribute( 'data-background-video' ), + backgroundIframe: slide.getAttribute( 'data-background-iframe' ), + backgroundColor: slide.getAttribute( 'data-background-color' ), + backgroundRepeat: slide.getAttribute( 'data-background-repeat' ), + backgroundPosition: slide.getAttribute( 'data-background-position' ), + backgroundTransition: slide.getAttribute( 'data-background-transition' ) + }; + + var element = document.createElement( 'div' ); + + // Carry over custom classes from the slide to the background + element.className = 'slide-background ' + slide.className.replace( /present|past|future/, '' ); + + if( data.background ) { + // Auto-wrap image urls in url(...) + if( /^(http|file|\/\/)/gi.test( data.background ) || /\.(svg|png|jpg|jpeg|gif|bmp)$/gi.test( data.background ) ) { + slide.setAttribute( 'data-background-image', data.background ); + } + else { + element.style.background = data.background; + } + } + + // Create a hash for this combination of background settings. + // This is used to determine when two slide backgrounds are + // the same. + if( data.background || data.backgroundColor || data.backgroundImage || data.backgroundVideo || data.backgroundIframe ) { + element.setAttribute( 'data-background-hash', data.background + + data.backgroundSize + + data.backgroundImage + + data.backgroundVideo + + data.backgroundIframe + + data.backgroundColor + + data.backgroundRepeat + + data.backgroundPosition + + data.backgroundTransition ); + } + + // Additional and optional background properties + if( data.backgroundSize ) element.style.backgroundSize = data.backgroundSize; + if( data.backgroundColor ) element.style.backgroundColor = data.backgroundColor; + if( data.backgroundRepeat ) element.style.backgroundRepeat = data.backgroundRepeat; + if( data.backgroundPosition ) element.style.backgroundPosition = data.backgroundPosition; + if( data.backgroundTransition ) element.setAttribute( 'data-background-transition', data.backgroundTransition ); + + container.appendChild( element ); + + // If backgrounds are being recreated, clear old classes + slide.classList.remove( 'has-dark-background' ); + slide.classList.remove( 'has-light-background' ); + + // If this slide has a background color, add a class that + // signals if it is light or dark. If the slide has no background + // color, no class will be set + var computedBackgroundColor = window.getComputedStyle( element ).backgroundColor; + if( computedBackgroundColor ) { + var rgb = colorToRgb( computedBackgroundColor ); + + // Ignore fully transparent backgrounds. Some browsers return + // rgba(0,0,0,0) when reading the computed background color of + // an element with no background + if( rgb && rgb.a !== 0 ) { + if( colorBrightness( computedBackgroundColor ) < 128 ) { + slide.classList.add( 'has-dark-background' ); + } + else { + slide.classList.add( 'has-light-background' ); + } + } + } + + return element; + + } + + /** + * Registers a listener to postMessage events, this makes it + * possible to call all reveal.js API methods from another + * window. For example: + * + * revealWindow.postMessage( JSON.stringify({ + * method: 'slide', + * args: [ 2 ] + * }), '*' ); + */ + function setupPostMessage() { + + if( config.postMessage ) { + window.addEventListener( 'message', function ( event ) { + var data = event.data; + + // Make sure we're dealing with JSON + if( typeof data === 'string' && data.charAt( 0 ) === '{' && data.charAt( data.length - 1 ) === '}' ) { + data = JSON.parse( data ); + + // Check if the requested method can be found + if( data.method && typeof Reveal[data.method] === 'function' ) { + Reveal[data.method].apply( Reveal, data.args ); + } + } + }, false ); + } + + } + + /** + * Applies the configuration settings from the config + * object. May be called multiple times. + */ + function configure( options ) { + + var numberOfSlides = dom.wrapper.querySelectorAll( SLIDES_SELECTOR ).length; + + dom.wrapper.classList.remove( config.transition ); + + // New config options may be passed when this method + // is invoked through the API after initialization + if( typeof options === 'object' ) extend( config, options ); + + // Force linear transition based on browser capabilities + if( features.transforms3d === false ) config.transition = 'linear'; + + dom.wrapper.classList.add( config.transition ); + + dom.wrapper.setAttribute( 'data-transition-speed', config.transitionSpeed ); + dom.wrapper.setAttribute( 'data-background-transition', config.backgroundTransition ); + + dom.controls.style.display = config.controls ? 'block' : 'none'; + dom.progress.style.display = config.progress ? 'block' : 'none'; + dom.slideNumber.style.display = config.slideNumber && !isPrintingPDF() ? 'block' : 'none'; + + if( config.shuffle ) { + shuffle(); + } + + if( config.rtl ) { + dom.wrapper.classList.add( 'rtl' ); + } + else { + dom.wrapper.classList.remove( 'rtl' ); + } + + if( config.center ) { + dom.wrapper.classList.add( 'center' ); + } + else { + dom.wrapper.classList.remove( 'center' ); + } + + // Exit the paused mode if it was configured off + if( config.pause === false ) { + resume(); + } + + if( config.showNotes ) { + dom.speakerNotes.classList.add( 'visible' ); + } + else { + dom.speakerNotes.classList.remove( 'visible' ); + } + + if( config.mouseWheel ) { + document.addEventListener( 'DOMMouseScroll', onDocumentMouseScroll, false ); // FF + document.addEventListener( 'mousewheel', onDocumentMouseScroll, false ); + } + else { + document.removeEventListener( 'DOMMouseScroll', onDocumentMouseScroll, false ); // FF + document.removeEventListener( 'mousewheel', onDocumentMouseScroll, false ); + } + + // Rolling 3D links + if( config.rollingLinks ) { + enableRollingLinks(); + } + else { + disableRollingLinks(); + } + + // Iframe link previews + if( config.previewLinks ) { + enablePreviewLinks(); + } + else { + disablePreviewLinks(); + enablePreviewLinks( '[data-preview-link]' ); + } + + // Remove existing auto-slide controls + if( autoSlidePlayer ) { + autoSlidePlayer.destroy(); + autoSlidePlayer = null; + } + + // Generate auto-slide controls if needed + if( numberOfSlides > 1 && config.autoSlide && config.autoSlideStoppable && features.canvas && features.requestAnimationFrame ) { + autoSlidePlayer = new Playback( dom.wrapper, function() { + return Math.min( Math.max( ( Date.now() - autoSlideStartTime ) / autoSlide, 0 ), 1 ); + } ); + + autoSlidePlayer.on( 'click', onAutoSlidePlayerClick ); + autoSlidePaused = false; + } + + // When fragments are turned off they should be visible + if( config.fragments === false ) { + toArray( dom.slides.querySelectorAll( '.fragment' ) ).forEach( function( element ) { + element.classList.add( 'visible' ); + element.classList.remove( 'current-fragment' ); + } ); + } + + sync(); + + } + + /** + * Binds all event listeners. + */ + function addEventListeners() { + + eventsAreBound = true; + + window.addEventListener( 'hashchange', onWindowHashChange, false ); + window.addEventListener( 'resize', onWindowResize, false ); + + if( config.touch ) { + dom.wrapper.addEventListener( 'touchstart', onTouchStart, false ); + dom.wrapper.addEventListener( 'touchmove', onTouchMove, false ); + dom.wrapper.addEventListener( 'touchend', onTouchEnd, false ); + + // Support pointer-style touch interaction as well + if( window.navigator.pointerEnabled ) { + // IE 11 uses un-prefixed version of pointer events + dom.wrapper.addEventListener( 'pointerdown', onPointerDown, false ); + dom.wrapper.addEventListener( 'pointermove', onPointerMove, false ); + dom.wrapper.addEventListener( 'pointerup', onPointerUp, false ); + } + else if( window.navigator.msPointerEnabled ) { + // IE 10 uses prefixed version of pointer events + dom.wrapper.addEventListener( 'MSPointerDown', onPointerDown, false ); + dom.wrapper.addEventListener( 'MSPointerMove', onPointerMove, false ); + dom.wrapper.addEventListener( 'MSPointerUp', onPointerUp, false ); + } + } + + if( config.keyboard ) { + document.addEventListener( 'keydown', onDocumentKeyDown, false ); + document.addEventListener( 'keypress', onDocumentKeyPress, false ); + } + + if( config.progress && dom.progress ) { + dom.progress.addEventListener( 'click', onProgressClicked, false ); + } + + if( config.focusBodyOnPageVisibilityChange ) { + var visibilityChange; + + if( 'hidden' in document ) { + visibilityChange = 'visibilitychange'; + } + else if( 'msHidden' in document ) { + visibilityChange = 'msvisibilitychange'; + } + else if( 'webkitHidden' in document ) { + visibilityChange = 'webkitvisibilitychange'; + } + + if( visibilityChange ) { + document.addEventListener( visibilityChange, onPageVisibilityChange, false ); + } + } + + // Listen to both touch and click events, in case the device + // supports both + var pointerEvents = [ 'touchstart', 'click' ]; + + // Only support touch for Android, fixes double navigations in + // stock browser + if( UA.match( /android/gi ) ) { + pointerEvents = [ 'touchstart' ]; + } + + pointerEvents.forEach( function( eventName ) { + dom.controlsLeft.forEach( function( el ) { el.addEventListener( eventName, onNavigateLeftClicked, false ); } ); + dom.controlsRight.forEach( function( el ) { el.addEventListener( eventName, onNavigateRightClicked, false ); } ); + dom.controlsUp.forEach( function( el ) { el.addEventListener( eventName, onNavigateUpClicked, false ); } ); + dom.controlsDown.forEach( function( el ) { el.addEventListener( eventName, onNavigateDownClicked, false ); } ); + dom.controlsPrev.forEach( function( el ) { el.addEventListener( eventName, onNavigatePrevClicked, false ); } ); + dom.controlsNext.forEach( function( el ) { el.addEventListener( eventName, onNavigateNextClicked, false ); } ); + } ); + + } + + /** + * Unbinds all event listeners. + */ + function removeEventListeners() { + + eventsAreBound = false; + + document.removeEventListener( 'keydown', onDocumentKeyDown, false ); + document.removeEventListener( 'keypress', onDocumentKeyPress, false ); + window.removeEventListener( 'hashchange', onWindowHashChange, false ); + window.removeEventListener( 'resize', onWindowResize, false ); + + dom.wrapper.removeEventListener( 'touchstart', onTouchStart, false ); + dom.wrapper.removeEventListener( 'touchmove', onTouchMove, false ); + dom.wrapper.removeEventListener( 'touchend', onTouchEnd, false ); + + // IE11 + if( window.navigator.pointerEnabled ) { + dom.wrapper.removeEventListener( 'pointerdown', onPointerDown, false ); + dom.wrapper.removeEventListener( 'pointermove', onPointerMove, false ); + dom.wrapper.removeEventListener( 'pointerup', onPointerUp, false ); + } + // IE10 + else if( window.navigator.msPointerEnabled ) { + dom.wrapper.removeEventListener( 'MSPointerDown', onPointerDown, false ); + dom.wrapper.removeEventListener( 'MSPointerMove', onPointerMove, false ); + dom.wrapper.removeEventListener( 'MSPointerUp', onPointerUp, false ); + } + + if ( config.progress && dom.progress ) { + dom.progress.removeEventListener( 'click', onProgressClicked, false ); + } + + [ 'touchstart', 'click' ].forEach( function( eventName ) { + dom.controlsLeft.forEach( function( el ) { el.removeEventListener( eventName, onNavigateLeftClicked, false ); } ); + dom.controlsRight.forEach( function( el ) { el.removeEventListener( eventName, onNavigateRightClicked, false ); } ); + dom.controlsUp.forEach( function( el ) { el.removeEventListener( eventName, onNavigateUpClicked, false ); } ); + dom.controlsDown.forEach( function( el ) { el.removeEventListener( eventName, onNavigateDownClicked, false ); } ); + dom.controlsPrev.forEach( function( el ) { el.removeEventListener( eventName, onNavigatePrevClicked, false ); } ); + dom.controlsNext.forEach( function( el ) { el.removeEventListener( eventName, onNavigateNextClicked, false ); } ); + } ); + + } + + /** + * Extend object a with the properties of object b. + * If there's a conflict, object b takes precedence. + */ + function extend( a, b ) { + + for( var i in b ) { + a[ i ] = b[ i ]; + } + + } + + /** + * Converts the target object to an array. + */ + function toArray( o ) { + + return Array.prototype.slice.call( o ); + + } + + /** + * Utility for deserializing a value. + */ + function deserialize( value ) { + + if( typeof value === 'string' ) { + if( value === 'null' ) return null; + else if( value === 'true' ) return true; + else if( value === 'false' ) return false; + else if( value.match( /^\d+$/ ) ) return parseFloat( value ); + } + + return value; + + } + + /** + * Measures the distance in pixels between point a + * and point b. + * + * @param {Object} a point with x/y properties + * @param {Object} b point with x/y properties + */ + function distanceBetween( a, b ) { + + var dx = a.x - b.x, + dy = a.y - b.y; + + return Math.sqrt( dx*dx + dy*dy ); + + } + + /** + * Applies a CSS transform to the target element. + */ + function transformElement( element, transform ) { + + element.style.WebkitTransform = transform; + element.style.MozTransform = transform; + element.style.msTransform = transform; + element.style.transform = transform; + + } + + /** + * Applies CSS transforms to the slides container. The container + * is transformed from two separate sources: layout and the overview + * mode. + */ + function transformSlides( transforms ) { + + // Pick up new transforms from arguments + if( typeof transforms.layout === 'string' ) slidesTransform.layout = transforms.layout; + if( typeof transforms.overview === 'string' ) slidesTransform.overview = transforms.overview; + + // Apply the transforms to the slides container + if( slidesTransform.layout ) { + transformElement( dom.slides, slidesTransform.layout + ' ' + slidesTransform.overview ); + } + else { + transformElement( dom.slides, slidesTransform.overview ); + } + + } + + /** + * Injects the given CSS styles into the DOM. + */ + function injectStyleSheet( value ) { + + var tag = document.createElement( 'style' ); + tag.type = 'text/css'; + if( tag.styleSheet ) { + tag.styleSheet.cssText = value; + } + else { + tag.appendChild( document.createTextNode( value ) ); + } + document.getElementsByTagName( 'head' )[0].appendChild( tag ); + + } + + /** + * Converts various color input formats to an {r:0,g:0,b:0} object. + * + * @param {String} color The string representation of a color, + * the following formats are supported: + * - #000 + * - #000000 + * - rgb(0,0,0) + */ + function colorToRgb( color ) { + + var hex3 = color.match( /^#([0-9a-f]{3})$/i ); + if( hex3 && hex3[1] ) { + hex3 = hex3[1]; + return { + r: parseInt( hex3.charAt( 0 ), 16 ) * 0x11, + g: parseInt( hex3.charAt( 1 ), 16 ) * 0x11, + b: parseInt( hex3.charAt( 2 ), 16 ) * 0x11 + }; + } + + var hex6 = color.match( /^#([0-9a-f]{6})$/i ); + if( hex6 && hex6[1] ) { + hex6 = hex6[1]; + return { + r: parseInt( hex6.substr( 0, 2 ), 16 ), + g: parseInt( hex6.substr( 2, 2 ), 16 ), + b: parseInt( hex6.substr( 4, 2 ), 16 ) + }; + } + + var rgb = color.match( /^rgb\s*\(\s*(\d+)\s*,\s*(\d+)\s*,\s*(\d+)\s*\)$/i ); + if( rgb ) { + return { + r: parseInt( rgb[1], 10 ), + g: parseInt( rgb[2], 10 ), + b: parseInt( rgb[3], 10 ) + }; + } + + var rgba = color.match( /^rgba\s*\(\s*(\d+)\s*,\s*(\d+)\s*,\s*(\d+)\s*\,\s*([\d]+|[\d]*.[\d]+)\s*\)$/i ); + if( rgba ) { + return { + r: parseInt( rgba[1], 10 ), + g: parseInt( rgba[2], 10 ), + b: parseInt( rgba[3], 10 ), + a: parseFloat( rgba[4] ) + }; + } + + return null; + + } + + /** + * Calculates brightness on a scale of 0-255. + * + * @param color See colorStringToRgb for supported formats. + */ + function colorBrightness( color ) { + + if( typeof color === 'string' ) color = colorToRgb( color ); + + if( color ) { + return ( color.r * 299 + color.g * 587 + color.b * 114 ) / 1000; + } + + return null; + + } + + /** + * Retrieves the height of the given element by looking + * at the position and height of its immediate children. + */ + function getAbsoluteHeight( element ) { + + var height = 0; + + if( element ) { + var absoluteChildren = 0; + + toArray( element.childNodes ).forEach( function( child ) { + + if( typeof child.offsetTop === 'number' && child.style ) { + // Count # of abs children + if( window.getComputedStyle( child ).position === 'absolute' ) { + absoluteChildren += 1; + } + + height = Math.max( height, child.offsetTop + child.offsetHeight ); + } + + } ); + + // If there are no absolute children, use offsetHeight + if( absoluteChildren === 0 ) { + height = element.offsetHeight; + } + + } + + return height; + + } + + /** + * Returns the remaining height within the parent of the + * target element. + * + * remaining height = [ configured parent height ] - [ current parent height ] + */ + function getRemainingHeight( element, height ) { + + height = height || 0; + + if( element ) { + var newHeight, oldHeight = element.style.height; + + // Change the .stretch element height to 0 in order find the height of all + // the other elements + element.style.height = '0px'; + newHeight = height - element.parentNode.offsetHeight; + + // Restore the old height, just in case + element.style.height = oldHeight + 'px'; + + return newHeight; + } + + return height; + + } + + /** + * Checks if this instance is being used to print a PDF. + */ + function isPrintingPDF() { + + return ( /print-pdf/gi ).test( window.location.search ); + + } + + /** + * Hides the address bar if we're on a mobile device. + */ + function hideAddressBar() { + + if( config.hideAddressBar && isMobileDevice ) { + // Events that should trigger the address bar to hide + window.addEventListener( 'load', removeAddressBar, false ); + window.addEventListener( 'orientationchange', removeAddressBar, false ); + } + + } + + /** + * Causes the address bar to hide on mobile devices, + * more vertical space ftw. + */ + function removeAddressBar() { + + setTimeout( function() { + window.scrollTo( 0, 1 ); + }, 10 ); + + } + + /** + * Dispatches an event of the specified type from the + * reveal DOM element. + */ + function dispatchEvent( type, args ) { + + var event = document.createEvent( 'HTMLEvents', 1, 2 ); + event.initEvent( type, true, true ); + extend( event, args ); + dom.wrapper.dispatchEvent( event ); + + // If we're in an iframe, post each reveal.js event to the + // parent window. Used by the notes plugin + if( config.postMessageEvents && window.parent !== window.self ) { + window.parent.postMessage( JSON.stringify({ namespace: 'reveal', eventName: type, state: getState() }), '*' ); + } + + } + + /** + * Wrap all links in 3D goodness. + */ + function enableRollingLinks() { + + if( features.transforms3d && !( 'msPerspective' in document.body.style ) ) { + var anchors = dom.wrapper.querySelectorAll( SLIDES_SELECTOR + ' a' ); + + for( var i = 0, len = anchors.length; i < len; i++ ) { + var anchor = anchors[i]; + + if( anchor.textContent && !anchor.querySelector( '*' ) && ( !anchor.className || !anchor.classList.contains( anchor, 'roll' ) ) ) { + var span = document.createElement('span'); + span.setAttribute('data-title', anchor.text); + span.innerHTML = anchor.innerHTML; + + anchor.classList.add( 'roll' ); + anchor.innerHTML = ''; + anchor.appendChild(span); + } + } + } + + } + + /** + * Unwrap all 3D links. + */ + function disableRollingLinks() { + + var anchors = dom.wrapper.querySelectorAll( SLIDES_SELECTOR + ' a.roll' ); + + for( var i = 0, len = anchors.length; i < len; i++ ) { + var anchor = anchors[i]; + var span = anchor.querySelector( 'span' ); + + if( span ) { + anchor.classList.remove( 'roll' ); + anchor.innerHTML = span.innerHTML; + } + } + + } + + /** + * Bind preview frame links. + */ + function enablePreviewLinks( selector ) { + + var anchors = toArray( document.querySelectorAll( selector ? selector : 'a' ) ); + + anchors.forEach( function( element ) { + if( /^(http|www)/gi.test( element.getAttribute( 'href' ) ) ) { + element.addEventListener( 'click', onPreviewLinkClicked, false ); + } + } ); + + } + + /** + * Unbind preview frame links. + */ + function disablePreviewLinks() { + + var anchors = toArray( document.querySelectorAll( 'a' ) ); + + anchors.forEach( function( element ) { + if( /^(http|www)/gi.test( element.getAttribute( 'href' ) ) ) { + element.removeEventListener( 'click', onPreviewLinkClicked, false ); + } + } ); + + } + + /** + * Opens a preview window for the target URL. + */ + function showPreview( url ) { + + closeOverlay(); + + dom.overlay = document.createElement( 'div' ); + dom.overlay.classList.add( 'overlay' ); + dom.overlay.classList.add( 'overlay-preview' ); + dom.wrapper.appendChild( dom.overlay ); + + dom.overlay.innerHTML = [ + '
', + '', + '', + '
', + '', + '
', + '', + '
' + ].join(''); + + dom.overlay.querySelector( 'iframe' ).addEventListener( 'load', function( event ) { + dom.overlay.classList.add( 'loaded' ); + }, false ); + + dom.overlay.querySelector( '.close' ).addEventListener( 'click', function( event ) { + closeOverlay(); + event.preventDefault(); + }, false ); + + dom.overlay.querySelector( '.external' ).addEventListener( 'click', function( event ) { + closeOverlay(); + }, false ); + + setTimeout( function() { + dom.overlay.classList.add( 'visible' ); + }, 1 ); + + } + + /** + * Opens a overlay window with help material. + */ + function showHelp() { + + if( config.help ) { + + closeOverlay(); + + dom.overlay = document.createElement( 'div' ); + dom.overlay.classList.add( 'overlay' ); + dom.overlay.classList.add( 'overlay-help' ); + dom.wrapper.appendChild( dom.overlay ); + + var html = '

Keyboard Shortcuts


'; + + html += ''; + for( var key in keyboardShortcuts ) { + html += ''; + } + + html += '
KEYACTION
' + key + '' + keyboardShortcuts[ key ] + '
'; + + dom.overlay.innerHTML = [ + '
', + '', + '
', + '
', + '
'+ html +'
', + '
' + ].join(''); + + dom.overlay.querySelector( '.close' ).addEventListener( 'click', function( event ) { + closeOverlay(); + event.preventDefault(); + }, false ); + + setTimeout( function() { + dom.overlay.classList.add( 'visible' ); + }, 1 ); + + } + + } + + /** + * Closes any currently open overlay. + */ + function closeOverlay() { + + if( dom.overlay ) { + dom.overlay.parentNode.removeChild( dom.overlay ); + dom.overlay = null; + } + + } + + /** + * Applies JavaScript-controlled layout rules to the + * presentation. + */ + function layout() { + + if( dom.wrapper && !isPrintingPDF() ) { + + var size = getComputedSlideSize(); + + var slidePadding = 20; // TODO Dig this out of DOM + + // Layout the contents of the slides + layoutSlideContents( config.width, config.height, slidePadding ); + + dom.slides.style.width = size.width + 'px'; + dom.slides.style.height = size.height + 'px'; + + // Determine scale of content to fit within available space + scale = Math.min( size.presentationWidth / size.width, size.presentationHeight / size.height ); + + // Respect max/min scale settings + scale = Math.max( scale, config.minScale ); + scale = Math.min( scale, config.maxScale ); + + // Don't apply any scaling styles if scale is 1 + if( scale === 1 ) { + dom.slides.style.zoom = ''; + dom.slides.style.left = ''; + dom.slides.style.top = ''; + dom.slides.style.bottom = ''; + dom.slides.style.right = ''; + transformSlides( { layout: '' } ); + } + else { + // Prefer zoom for scaling up so that content remains crisp. + // Don't use zoom to scale down since that can lead to shifts + // in text layout/line breaks. + if( scale > 1 && features.zoom ) { + dom.slides.style.zoom = scale; + dom.slides.style.left = ''; + dom.slides.style.top = ''; + dom.slides.style.bottom = ''; + dom.slides.style.right = ''; + transformSlides( { layout: '' } ); + } + // Apply scale transform as a fallback + else { + dom.slides.style.zoom = ''; + dom.slides.style.left = '50%'; + dom.slides.style.top = '50%'; + dom.slides.style.bottom = 'auto'; + dom.slides.style.right = 'auto'; + transformSlides( { layout: 'translate(-50%, -50%) scale('+ scale +')' } ); + } + } + + // Select all slides, vertical and horizontal + var slides = toArray( dom.wrapper.querySelectorAll( SLIDES_SELECTOR ) ); + + for( var i = 0, len = slides.length; i < len; i++ ) { + var slide = slides[ i ]; + + // Don't bother updating invisible slides + if( slide.style.display === 'none' ) { + continue; + } + + if( config.center || slide.classList.contains( 'center' ) ) { + // Vertical stacks are not centred since their section + // children will be + if( slide.classList.contains( 'stack' ) ) { + slide.style.top = 0; + } + else { + slide.style.top = Math.max( ( ( size.height - getAbsoluteHeight( slide ) ) / 2 ) - slidePadding, 0 ) + 'px'; + } + } + else { + slide.style.top = ''; + } + + } + + updateProgress(); + updateParallax(); + + } + + } + + /** + * Applies layout logic to the contents of all slides in + * the presentation. + */ + function layoutSlideContents( width, height, padding ) { + + // Handle sizing of elements with the 'stretch' class + toArray( dom.slides.querySelectorAll( 'section > .stretch' ) ).forEach( function( element ) { + + // Determine how much vertical space we can use + var remainingHeight = getRemainingHeight( element, height ); + + // Consider the aspect ratio of media elements + if( /(img|video)/gi.test( element.nodeName ) ) { + var nw = element.naturalWidth || element.videoWidth, + nh = element.naturalHeight || element.videoHeight; + + var es = Math.min( width / nw, remainingHeight / nh ); + + element.style.width = ( nw * es ) + 'px'; + element.style.height = ( nh * es ) + 'px'; + + } + else { + element.style.width = width + 'px'; + element.style.height = remainingHeight + 'px'; + } + + } ); + + } + + /** + * Calculates the computed pixel size of our slides. These + * values are based on the width and height configuration + * options. + */ + function getComputedSlideSize( presentationWidth, presentationHeight ) { + + var size = { + // Slide size + width: config.width, + height: config.height, + + // Presentation size + presentationWidth: presentationWidth || dom.wrapper.offsetWidth, + presentationHeight: presentationHeight || dom.wrapper.offsetHeight + }; + + // Reduce available space by margin + size.presentationWidth -= ( size.presentationWidth * config.margin ); + size.presentationHeight -= ( size.presentationHeight * config.margin ); + + // Slide width may be a percentage of available width + if( typeof size.width === 'string' && /%$/.test( size.width ) ) { + size.width = parseInt( size.width, 10 ) / 100 * size.presentationWidth; + } + + // Slide height may be a percentage of available height + if( typeof size.height === 'string' && /%$/.test( size.height ) ) { + size.height = parseInt( size.height, 10 ) / 100 * size.presentationHeight; + } + + return size; + + } + + /** + * Stores the vertical index of a stack so that the same + * vertical slide can be selected when navigating to and + * from the stack. + * + * @param {HTMLElement} stack The vertical stack element + * @param {int} v Index to memorize + */ + function setPreviousVerticalIndex( stack, v ) { + + if( typeof stack === 'object' && typeof stack.setAttribute === 'function' ) { + stack.setAttribute( 'data-previous-indexv', v || 0 ); + } + + } + + /** + * Retrieves the vertical index which was stored using + * #setPreviousVerticalIndex() or 0 if no previous index + * exists. + * + * @param {HTMLElement} stack The vertical stack element + */ + function getPreviousVerticalIndex( stack ) { + + if( typeof stack === 'object' && typeof stack.setAttribute === 'function' && stack.classList.contains( 'stack' ) ) { + // Prefer manually defined start-indexv + var attributeName = stack.hasAttribute( 'data-start-indexv' ) ? 'data-start-indexv' : 'data-previous-indexv'; + + return parseInt( stack.getAttribute( attributeName ) || 0, 10 ); + } + + return 0; + + } + + /** + * Displays the overview of slides (quick nav) by scaling + * down and arranging all slide elements. + */ + function activateOverview() { + + // Only proceed if enabled in config + if( config.overview && !isOverview() ) { + + overview = true; + + dom.wrapper.classList.add( 'overview' ); + dom.wrapper.classList.remove( 'overview-deactivating' ); + + if( features.overviewTransitions ) { + setTimeout( function() { + dom.wrapper.classList.add( 'overview-animated' ); + }, 1 ); + } + + // Don't auto-slide while in overview mode + cancelAutoSlide(); + + // Move the backgrounds element into the slide container to + // that the same scaling is applied + dom.slides.appendChild( dom.background ); + + // Clicking on an overview slide navigates to it + toArray( dom.wrapper.querySelectorAll( SLIDES_SELECTOR ) ).forEach( function( slide ) { + if( !slide.classList.contains( 'stack' ) ) { + slide.addEventListener( 'click', onOverviewSlideClicked, true ); + } + } ); + + // Calculate slide sizes + var margin = 70; + var slideSize = getComputedSlideSize(); + overviewSlideWidth = slideSize.width + margin; + overviewSlideHeight = slideSize.height + margin; + + // Reverse in RTL mode + if( config.rtl ) { + overviewSlideWidth = -overviewSlideWidth; + } + + updateSlidesVisibility(); + layoutOverview(); + updateOverview(); + + layout(); + + // Notify observers of the overview showing + dispatchEvent( 'overviewshown', { + 'indexh': indexh, + 'indexv': indexv, + 'currentSlide': currentSlide + } ); + + } + + } + + /** + * Uses CSS transforms to position all slides in a grid for + * display inside of the overview mode. + */ + function layoutOverview() { + + // Layout slides + toArray( dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR ) ).forEach( function( hslide, h ) { + hslide.setAttribute( 'data-index-h', h ); + transformElement( hslide, 'translate3d(' + ( h * overviewSlideWidth ) + 'px, 0, 0)' ); + + if( hslide.classList.contains( 'stack' ) ) { + + toArray( hslide.querySelectorAll( 'section' ) ).forEach( function( vslide, v ) { + vslide.setAttribute( 'data-index-h', h ); + vslide.setAttribute( 'data-index-v', v ); + + transformElement( vslide, 'translate3d(0, ' + ( v * overviewSlideHeight ) + 'px, 0)' ); + } ); + + } + } ); + + // Layout slide backgrounds + toArray( dom.background.childNodes ).forEach( function( hbackground, h ) { + transformElement( hbackground, 'translate3d(' + ( h * overviewSlideWidth ) + 'px, 0, 0)' ); + + toArray( hbackground.querySelectorAll( '.slide-background' ) ).forEach( function( vbackground, v ) { + transformElement( vbackground, 'translate3d(0, ' + ( v * overviewSlideHeight ) + 'px, 0)' ); + } ); + } ); + + } + + /** + * Moves the overview viewport to the current slides. + * Called each time the current slide changes. + */ + function updateOverview() { + + transformSlides( { + overview: [ + 'translateX('+ ( -indexh * overviewSlideWidth ) +'px)', + 'translateY('+ ( -indexv * overviewSlideHeight ) +'px)', + 'translateZ('+ ( window.innerWidth < 400 ? -1000 : -2500 ) +'px)' + ].join( ' ' ) + } ); + + } + + /** + * Exits the slide overview and enters the currently + * active slide. + */ + function deactivateOverview() { + + // Only proceed if enabled in config + if( config.overview ) { + + overview = false; + + dom.wrapper.classList.remove( 'overview' ); + dom.wrapper.classList.remove( 'overview-animated' ); + + // Temporarily add a class so that transitions can do different things + // depending on whether they are exiting/entering overview, or just + // moving from slide to slide + dom.wrapper.classList.add( 'overview-deactivating' ); + + setTimeout( function () { + dom.wrapper.classList.remove( 'overview-deactivating' ); + }, 1 ); + + // Move the background element back out + dom.wrapper.appendChild( dom.background ); + + // Clean up changes made to slides + toArray( dom.wrapper.querySelectorAll( SLIDES_SELECTOR ) ).forEach( function( slide ) { + transformElement( slide, '' ); + + slide.removeEventListener( 'click', onOverviewSlideClicked, true ); + } ); + + // Clean up changes made to backgrounds + toArray( dom.background.querySelectorAll( '.slide-background' ) ).forEach( function( background ) { + transformElement( background, '' ); + } ); + + transformSlides( { overview: '' } ); + + slide( indexh, indexv ); + + layout(); + + cueAutoSlide(); + + // Notify observers of the overview hiding + dispatchEvent( 'overviewhidden', { + 'indexh': indexh, + 'indexv': indexv, + 'currentSlide': currentSlide + } ); + + } + } + + /** + * Toggles the slide overview mode on and off. + * + * @param {Boolean} override Optional flag which overrides the + * toggle logic and forcibly sets the desired state. True means + * overview is open, false means it's closed. + */ + function toggleOverview( override ) { + + if( typeof override === 'boolean' ) { + override ? activateOverview() : deactivateOverview(); + } + else { + isOverview() ? deactivateOverview() : activateOverview(); + } + + } + + /** + * Checks if the overview is currently active. + * + * @return {Boolean} true if the overview is active, + * false otherwise + */ + function isOverview() { + + return overview; + + } + + /** + * Checks if the current or specified slide is vertical + * (nested within another slide). + * + * @param {HTMLElement} slide [optional] The slide to check + * orientation of + */ + function isVerticalSlide( slide ) { + + // Prefer slide argument, otherwise use current slide + slide = slide ? slide : currentSlide; + + return slide && slide.parentNode && !!slide.parentNode.nodeName.match( /section/i ); + + } + + /** + * Handling the fullscreen functionality via the fullscreen API + * + * @see http://fullscreen.spec.whatwg.org/ + * @see https://developer.mozilla.org/en-US/docs/DOM/Using_fullscreen_mode + */ + function enterFullscreen() { + + var element = document.body; + + // Check which implementation is available + var requestMethod = element.requestFullScreen || + element.webkitRequestFullscreen || + element.webkitRequestFullScreen || + element.mozRequestFullScreen || + element.msRequestFullscreen; + + if( requestMethod ) { + requestMethod.apply( element ); + } + + } + + /** + * Enters the paused mode which fades everything on screen to + * black. + */ + function pause() { + + if( config.pause ) { + var wasPaused = dom.wrapper.classList.contains( 'paused' ); + + cancelAutoSlide(); + dom.wrapper.classList.add( 'paused' ); + + if( wasPaused === false ) { + dispatchEvent( 'paused' ); + } + } + + } + + /** + * Exits from the paused mode. + */ + function resume() { + + var wasPaused = dom.wrapper.classList.contains( 'paused' ); + dom.wrapper.classList.remove( 'paused' ); + + cueAutoSlide(); + + if( wasPaused ) { + dispatchEvent( 'resumed' ); + } + + } + + /** + * Toggles the paused mode on and off. + */ + function togglePause( override ) { + + if( typeof override === 'boolean' ) { + override ? pause() : resume(); + } + else { + isPaused() ? resume() : pause(); + } + + } + + /** + * Checks if we are currently in the paused mode. + */ + function isPaused() { + + return dom.wrapper.classList.contains( 'paused' ); + + } + + /** + * Toggles the auto slide mode on and off. + * + * @param {Boolean} override Optional flag which sets the desired state. + * True means autoplay starts, false means it stops. + */ + + function toggleAutoSlide( override ) { + + if( typeof override === 'boolean' ) { + override ? resumeAutoSlide() : pauseAutoSlide(); + } + + else { + autoSlidePaused ? resumeAutoSlide() : pauseAutoSlide(); + } + + } + + /** + * Checks if the auto slide mode is currently on. + */ + function isAutoSliding() { + + return !!( autoSlide && !autoSlidePaused ); + + } + + /** + * Steps from the current point in the presentation to the + * slide which matches the specified horizontal and vertical + * indices. + * + * @param {int} h Horizontal index of the target slide + * @param {int} v Vertical index of the target slide + * @param {int} f Optional index of a fragment within the + * target slide to activate + * @param {int} o Optional origin for use in multimaster environments + */ + function slide( h, v, f, o ) { + + // Remember where we were at before + previousSlide = currentSlide; + + // Query all horizontal slides in the deck + var horizontalSlides = dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR ); + + // If no vertical index is specified and the upcoming slide is a + // stack, resume at its previous vertical index + if( v === undefined && !isOverview() ) { + v = getPreviousVerticalIndex( horizontalSlides[ h ] ); + } + + // If we were on a vertical stack, remember what vertical index + // it was on so we can resume at the same position when returning + if( previousSlide && previousSlide.parentNode && previousSlide.parentNode.classList.contains( 'stack' ) ) { + setPreviousVerticalIndex( previousSlide.parentNode, indexv ); + } + + // Remember the state before this slide + var stateBefore = state.concat(); + + // Reset the state array + state.length = 0; + + var indexhBefore = indexh || 0, + indexvBefore = indexv || 0; + + // Activate and transition to the new slide + indexh = updateSlides( HORIZONTAL_SLIDES_SELECTOR, h === undefined ? indexh : h ); + indexv = updateSlides( VERTICAL_SLIDES_SELECTOR, v === undefined ? indexv : v ); + + // Update the visibility of slides now that the indices have changed + updateSlidesVisibility(); + + layout(); + + // Apply the new state + stateLoop: for( var i = 0, len = state.length; i < len; i++ ) { + // Check if this state existed on the previous slide. If it + // did, we will avoid adding it repeatedly + for( var j = 0; j < stateBefore.length; j++ ) { + if( stateBefore[j] === state[i] ) { + stateBefore.splice( j, 1 ); + continue stateLoop; + } + } + + document.documentElement.classList.add( state[i] ); + + // Dispatch custom event matching the state's name + dispatchEvent( state[i] ); + } + + // Clean up the remains of the previous state + while( stateBefore.length ) { + document.documentElement.classList.remove( stateBefore.pop() ); + } + + // Update the overview if it's currently active + if( isOverview() ) { + updateOverview(); + } + + // Find the current horizontal slide and any possible vertical slides + // within it + var currentHorizontalSlide = horizontalSlides[ indexh ], + currentVerticalSlides = currentHorizontalSlide.querySelectorAll( 'section' ); + + // Store references to the previous and current slides + currentSlide = currentVerticalSlides[ indexv ] || currentHorizontalSlide; + + // Show fragment, if specified + if( typeof f !== 'undefined' ) { + navigateFragment( f ); + } + + // Dispatch an event if the slide changed + var slideChanged = ( indexh !== indexhBefore || indexv !== indexvBefore ); + if( slideChanged ) { + dispatchEvent( 'slidechanged', { + 'indexh': indexh, + 'indexv': indexv, + 'previousSlide': previousSlide, + 'currentSlide': currentSlide, + 'origin': o + } ); + } + else { + // Ensure that the previous slide is never the same as the current + previousSlide = null; + } + + // Solves an edge case where the previous slide maintains the + // 'present' class when navigating between adjacent vertical + // stacks + if( previousSlide ) { + previousSlide.classList.remove( 'present' ); + previousSlide.setAttribute( 'aria-hidden', 'true' ); + + // Reset all slides upon navigate to home + // Issue: #285 + if ( dom.wrapper.querySelector( HOME_SLIDE_SELECTOR ).classList.contains( 'present' ) ) { + // Launch async task + setTimeout( function () { + var slides = toArray( dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR + '.stack') ), i; + for( i in slides ) { + if( slides[i] ) { + // Reset stack + setPreviousVerticalIndex( slides[i], 0 ); + } + } + }, 0 ); + } + } + + // Handle embedded content + if( slideChanged || !previousSlide ) { + stopEmbeddedContent( previousSlide ); + startEmbeddedContent( currentSlide ); + } + + // Announce the current slide contents, for screen readers + dom.statusDiv.textContent = currentSlide.textContent; + + updateControls(); + updateProgress(); + updateBackground(); + updateParallax(); + updateSlideNumber(); + updateNotes(); + + // Update the URL hash + writeURL(); + + cueAutoSlide(); + + } + + /** + * Syncs the presentation with the current DOM. Useful + * when new slides or control elements are added or when + * the configuration has changed. + */ + function sync() { + + // Subscribe to input + removeEventListeners(); + addEventListeners(); + + // Force a layout to make sure the current config is accounted for + layout(); + + // Reflect the current autoSlide value + autoSlide = config.autoSlide; + + // Start auto-sliding if it's enabled + cueAutoSlide(); + + // Re-create the slide backgrounds + createBackgrounds(); + + // Write the current hash to the URL + writeURL(); + + sortAllFragments(); + + updateControls(); + updateProgress(); + updateBackground( true ); + updateSlideNumber(); + updateSlidesVisibility(); + updateNotes(); + + formatEmbeddedContent(); + startEmbeddedContent( currentSlide ); + + if( isOverview() ) { + layoutOverview(); + } + + } + + /** + * Resets all vertical slides so that only the first + * is visible. + */ + function resetVerticalSlides() { + + var horizontalSlides = toArray( dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR ) ); + horizontalSlides.forEach( function( horizontalSlide ) { + + var verticalSlides = toArray( horizontalSlide.querySelectorAll( 'section' ) ); + verticalSlides.forEach( function( verticalSlide, y ) { + + if( y > 0 ) { + verticalSlide.classList.remove( 'present' ); + verticalSlide.classList.remove( 'past' ); + verticalSlide.classList.add( 'future' ); + verticalSlide.setAttribute( 'aria-hidden', 'true' ); + } + + } ); + + } ); + + } + + /** + * Sorts and formats all of fragments in the + * presentation. + */ + function sortAllFragments() { + + var horizontalSlides = toArray( dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR ) ); + horizontalSlides.forEach( function( horizontalSlide ) { + + var verticalSlides = toArray( horizontalSlide.querySelectorAll( 'section' ) ); + verticalSlides.forEach( function( verticalSlide, y ) { + + sortFragments( verticalSlide.querySelectorAll( '.fragment' ) ); + + } ); + + if( verticalSlides.length === 0 ) sortFragments( horizontalSlide.querySelectorAll( '.fragment' ) ); + + } ); + + } + + /** + * Randomly shuffles all slides in the deck. + */ + function shuffle() { + + var slides = toArray( dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR ) ); + + slides.forEach( function( slide ) { + + // Insert this slide next to another random slide. This may + // cause the slide to insert before itself but that's fine. + dom.slides.insertBefore( slide, slides[ Math.floor( Math.random() * slides.length ) ] ); + + } ); + + } + + /** + * Updates one dimension of slides by showing the slide + * with the specified index. + * + * @param {String} selector A CSS selector that will fetch + * the group of slides we are working with + * @param {Number} index The index of the slide that should be + * shown + * + * @return {Number} The index of the slide that is now shown, + * might differ from the passed in index if it was out of + * bounds. + */ + function updateSlides( selector, index ) { + + // Select all slides and convert the NodeList result to + // an array + var slides = toArray( dom.wrapper.querySelectorAll( selector ) ), + slidesLength = slides.length; + + var printMode = isPrintingPDF(); + + if( slidesLength ) { + + // Should the index loop? + if( config.loop ) { + index %= slidesLength; + + if( index < 0 ) { + index = slidesLength + index; + } + } + + // Enforce max and minimum index bounds + index = Math.max( Math.min( index, slidesLength - 1 ), 0 ); + + for( var i = 0; i < slidesLength; i++ ) { + var element = slides[i]; + + var reverse = config.rtl && !isVerticalSlide( element ); + + element.classList.remove( 'past' ); + element.classList.remove( 'present' ); + element.classList.remove( 'future' ); + + // http://www.w3.org/html/wg/drafts/html/master/editing.html#the-hidden-attribute + element.setAttribute( 'hidden', '' ); + element.setAttribute( 'aria-hidden', 'true' ); + + // If this element contains vertical slides + if( element.querySelector( 'section' ) ) { + element.classList.add( 'stack' ); + } + + // If we're printing static slides, all slides are "present" + if( printMode ) { + element.classList.add( 'present' ); + continue; + } + + if( i < index ) { + // Any element previous to index is given the 'past' class + element.classList.add( reverse ? 'future' : 'past' ); + + if( config.fragments ) { + var pastFragments = toArray( element.querySelectorAll( '.fragment' ) ); + + // Show all fragments on prior slides + while( pastFragments.length ) { + var pastFragment = pastFragments.pop(); + pastFragment.classList.add( 'visible' ); + pastFragment.classList.remove( 'current-fragment' ); + } + } + } + else if( i > index ) { + // Any element subsequent to index is given the 'future' class + element.classList.add( reverse ? 'past' : 'future' ); + + if( config.fragments ) { + var futureFragments = toArray( element.querySelectorAll( '.fragment.visible' ) ); + + // No fragments in future slides should be visible ahead of time + while( futureFragments.length ) { + var futureFragment = futureFragments.pop(); + futureFragment.classList.remove( 'visible' ); + futureFragment.classList.remove( 'current-fragment' ); + } + } + } + } + + // Mark the current slide as present + slides[index].classList.add( 'present' ); + slides[index].removeAttribute( 'hidden' ); + slides[index].removeAttribute( 'aria-hidden' ); + + // If this slide has a state associated with it, add it + // onto the current state of the deck + var slideState = slides[index].getAttribute( 'data-state' ); + if( slideState ) { + state = state.concat( slideState.split( ' ' ) ); + } + + } + else { + // Since there are no slides we can't be anywhere beyond the + // zeroth index + index = 0; + } + + return index; + + } + + /** + * Optimization method; hide all slides that are far away + * from the present slide. + */ + function updateSlidesVisibility() { + + // Select all slides and convert the NodeList result to + // an array + var horizontalSlides = toArray( dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR ) ), + horizontalSlidesLength = horizontalSlides.length, + distanceX, + distanceY; + + if( horizontalSlidesLength && typeof indexh !== 'undefined' ) { + + // The number of steps away from the present slide that will + // be visible + var viewDistance = isOverview() ? 10 : config.viewDistance; + + // Limit view distance on weaker devices + if( isMobileDevice ) { + viewDistance = isOverview() ? 6 : 2; + } + + // All slides need to be visible when exporting to PDF + if( isPrintingPDF() ) { + viewDistance = Number.MAX_VALUE; + } + + for( var x = 0; x < horizontalSlidesLength; x++ ) { + var horizontalSlide = horizontalSlides[x]; + + var verticalSlides = toArray( horizontalSlide.querySelectorAll( 'section' ) ), + verticalSlidesLength = verticalSlides.length; + + // Determine how far away this slide is from the present + distanceX = Math.abs( ( indexh || 0 ) - x ) || 0; + + // If the presentation is looped, distance should measure + // 1 between the first and last slides + if( config.loop ) { + distanceX = Math.abs( ( ( indexh || 0 ) - x ) % ( horizontalSlidesLength - viewDistance ) ) || 0; + } + + // Show the horizontal slide if it's within the view distance + if( distanceX < viewDistance ) { + showSlide( horizontalSlide ); + } + else { + hideSlide( horizontalSlide ); + } + + if( verticalSlidesLength ) { + + var oy = getPreviousVerticalIndex( horizontalSlide ); + + for( var y = 0; y < verticalSlidesLength; y++ ) { + var verticalSlide = verticalSlides[y]; + + distanceY = x === ( indexh || 0 ) ? Math.abs( ( indexv || 0 ) - y ) : Math.abs( y - oy ); + + if( distanceX + distanceY < viewDistance ) { + showSlide( verticalSlide ); + } + else { + hideSlide( verticalSlide ); + } + } + + } + } + + } + + } + + /** + * Pick up notes from the current slide and display tham + * to the viewer. + * + * @see `showNotes` config value + */ + function updateNotes() { + + if( config.showNotes && dom.speakerNotes && currentSlide && !isPrintingPDF() ) { + + dom.speakerNotes.innerHTML = getSlideNotes() || ''; + + } + + } + + /** + * Updates the progress bar to reflect the current slide. + */ + function updateProgress() { + + // Update progress if enabled + if( config.progress && dom.progressbar ) { + + dom.progressbar.style.width = getProgress() * dom.wrapper.offsetWidth + 'px'; + + } + + } + + /** + * Updates the slide number div to reflect the current slide. + * + * The following slide number formats are available: + * "h.v": horizontal . vertical slide number (default) + * "h/v": horizontal / vertical slide number + * "c": flattened slide number + * "c/t": flattened slide number / total slides + */ + function updateSlideNumber() { + + // Update slide number if enabled + if( config.slideNumber && dom.slideNumber ) { + + var value = []; + var format = 'h.v'; + + // Check if a custom number format is available + if( typeof config.slideNumber === 'string' ) { + format = config.slideNumber; + } + + switch( format ) { + case 'c': + value.push( getSlidePastCount() + 1 ); + break; + case 'c/t': + value.push( getSlidePastCount() + 1, '/', getTotalSlides() ); + break; + case 'h/v': + value.push( indexh + 1 ); + if( isVerticalSlide() ) value.push( '/', indexv + 1 ); + break; + default: + value.push( indexh + 1 ); + if( isVerticalSlide() ) value.push( '.', indexv + 1 ); + } + + dom.slideNumber.innerHTML = formatSlideNumber( value[0], value[1], value[2] ); + } + + } + + /** + * Applies HTML formatting to a slide number before it's + * written to the DOM. + */ + function formatSlideNumber( a, delimiter, b ) { + + if( typeof b === 'number' && !isNaN( b ) ) { + return ''+ a +'' + + ''+ delimiter +'' + + ''+ b +''; + } + else { + return ''+ a +''; + } + + } + + /** + * Updates the state of all control/navigation arrows. + */ + function updateControls() { + + var routes = availableRoutes(); + var fragments = availableFragments(); + + // Remove the 'enabled' class from all directions + dom.controlsLeft.concat( dom.controlsRight ) + .concat( dom.controlsUp ) + .concat( dom.controlsDown ) + .concat( dom.controlsPrev ) + .concat( dom.controlsNext ).forEach( function( node ) { + node.classList.remove( 'enabled' ); + node.classList.remove( 'fragmented' ); + } ); + + // Add the 'enabled' class to the available routes + if( routes.left ) dom.controlsLeft.forEach( function( el ) { el.classList.add( 'enabled' ); } ); + if( routes.right ) dom.controlsRight.forEach( function( el ) { el.classList.add( 'enabled' ); } ); + if( routes.up ) dom.controlsUp.forEach( function( el ) { el.classList.add( 'enabled' ); } ); + if( routes.down ) dom.controlsDown.forEach( function( el ) { el.classList.add( 'enabled' ); } ); + + // Prev/next buttons + if( routes.left || routes.up ) dom.controlsPrev.forEach( function( el ) { el.classList.add( 'enabled' ); } ); + if( routes.right || routes.down ) dom.controlsNext.forEach( function( el ) { el.classList.add( 'enabled' ); } ); + + // Highlight fragment directions + if( currentSlide ) { + + // Always apply fragment decorator to prev/next buttons + if( fragments.prev ) dom.controlsPrev.forEach( function( el ) { el.classList.add( 'fragmented', 'enabled' ); } ); + if( fragments.next ) dom.controlsNext.forEach( function( el ) { el.classList.add( 'fragmented', 'enabled' ); } ); + + // Apply fragment decorators to directional buttons based on + // what slide axis they are in + if( isVerticalSlide( currentSlide ) ) { + if( fragments.prev ) dom.controlsUp.forEach( function( el ) { el.classList.add( 'fragmented', 'enabled' ); } ); + if( fragments.next ) dom.controlsDown.forEach( function( el ) { el.classList.add( 'fragmented', 'enabled' ); } ); + } + else { + if( fragments.prev ) dom.controlsLeft.forEach( function( el ) { el.classList.add( 'fragmented', 'enabled' ); } ); + if( fragments.next ) dom.controlsRight.forEach( function( el ) { el.classList.add( 'fragmented', 'enabled' ); } ); + } + + } + + } + + /** + * Updates the background elements to reflect the current + * slide. + * + * @param {Boolean} includeAll If true, the backgrounds of + * all vertical slides (not just the present) will be updated. + */ + function updateBackground( includeAll ) { + + var currentBackground = null; + + // Reverse past/future classes when in RTL mode + var horizontalPast = config.rtl ? 'future' : 'past', + horizontalFuture = config.rtl ? 'past' : 'future'; + + // Update the classes of all backgrounds to match the + // states of their slides (past/present/future) + toArray( dom.background.childNodes ).forEach( function( backgroundh, h ) { + + backgroundh.classList.remove( 'past' ); + backgroundh.classList.remove( 'present' ); + backgroundh.classList.remove( 'future' ); + + if( h < indexh ) { + backgroundh.classList.add( horizontalPast ); + } + else if ( h > indexh ) { + backgroundh.classList.add( horizontalFuture ); + } + else { + backgroundh.classList.add( 'present' ); + + // Store a reference to the current background element + currentBackground = backgroundh; + } + + if( includeAll || h === indexh ) { + toArray( backgroundh.querySelectorAll( '.slide-background' ) ).forEach( function( backgroundv, v ) { + + backgroundv.classList.remove( 'past' ); + backgroundv.classList.remove( 'present' ); + backgroundv.classList.remove( 'future' ); + + if( v < indexv ) { + backgroundv.classList.add( 'past' ); + } + else if ( v > indexv ) { + backgroundv.classList.add( 'future' ); + } + else { + backgroundv.classList.add( 'present' ); + + // Only if this is the present horizontal and vertical slide + if( h === indexh ) currentBackground = backgroundv; + } + + } ); + } + + } ); + + // Stop any currently playing video background + if( previousBackground ) { + + var previousVideo = previousBackground.querySelector( 'video' ); + if( previousVideo ) previousVideo.pause(); + + } + + if( currentBackground ) { + + // Start video playback + var currentVideo = currentBackground.querySelector( 'video' ); + if( currentVideo ) { + + var startVideo = function() { + currentVideo.currentTime = 0; + currentVideo.play(); + currentVideo.removeEventListener( 'loadeddata', startVideo ); + }; + + if( currentVideo.readyState > 1 ) { + startVideo(); + } + else { + currentVideo.addEventListener( 'loadeddata', startVideo ); + } + + } + + var backgroundImageURL = currentBackground.style.backgroundImage || ''; + + // Restart GIFs (doesn't work in Firefox) + if( /\.gif/i.test( backgroundImageURL ) ) { + currentBackground.style.backgroundImage = ''; + window.getComputedStyle( currentBackground ).opacity; + currentBackground.style.backgroundImage = backgroundImageURL; + } + + // Don't transition between identical backgrounds. This + // prevents unwanted flicker. + var previousBackgroundHash = previousBackground ? previousBackground.getAttribute( 'data-background-hash' ) : null; + var currentBackgroundHash = currentBackground.getAttribute( 'data-background-hash' ); + if( currentBackgroundHash && currentBackgroundHash === previousBackgroundHash && currentBackground !== previousBackground ) { + dom.background.classList.add( 'no-transition' ); + } + + previousBackground = currentBackground; + + } + + // If there's a background brightness flag for this slide, + // bubble it to the .reveal container + if( currentSlide ) { + [ 'has-light-background', 'has-dark-background' ].forEach( function( classToBubble ) { + if( currentSlide.classList.contains( classToBubble ) ) { + dom.wrapper.classList.add( classToBubble ); + } + else { + dom.wrapper.classList.remove( classToBubble ); + } + } ); + } + + // Allow the first background to apply without transition + setTimeout( function() { + dom.background.classList.remove( 'no-transition' ); + }, 1 ); + + } + + /** + * Updates the position of the parallax background based + * on the current slide index. + */ + function updateParallax() { + + if( config.parallaxBackgroundImage ) { + + var horizontalSlides = dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR ), + verticalSlides = dom.wrapper.querySelectorAll( VERTICAL_SLIDES_SELECTOR ); + + var backgroundSize = dom.background.style.backgroundSize.split( ' ' ), + backgroundWidth, backgroundHeight; + + if( backgroundSize.length === 1 ) { + backgroundWidth = backgroundHeight = parseInt( backgroundSize[0], 10 ); + } + else { + backgroundWidth = parseInt( backgroundSize[0], 10 ); + backgroundHeight = parseInt( backgroundSize[1], 10 ); + } + + var slideWidth = dom.background.offsetWidth, + horizontalSlideCount = horizontalSlides.length, + horizontalOffsetMultiplier, + horizontalOffset; + + if( typeof config.parallaxBackgroundHorizontal === 'number' ) { + horizontalOffsetMultiplier = config.parallaxBackgroundHorizontal; + } + else { + horizontalOffsetMultiplier = horizontalSlideCount > 1 ? ( backgroundWidth - slideWidth ) / ( horizontalSlideCount-1 ) : 0; + } + + horizontalOffset = horizontalOffsetMultiplier * indexh * -1; + + var slideHeight = dom.background.offsetHeight, + verticalSlideCount = verticalSlides.length, + verticalOffsetMultiplier, + verticalOffset; + + if( typeof config.parallaxBackgroundVertical === 'number' ) { + verticalOffsetMultiplier = config.parallaxBackgroundVertical; + } + else { + verticalOffsetMultiplier = ( backgroundHeight - slideHeight ) / ( verticalSlideCount-1 ); + } + + verticalOffset = verticalSlideCount > 0 ? verticalOffsetMultiplier * indexv * 1 : 0; + + dom.background.style.backgroundPosition = horizontalOffset + 'px ' + -verticalOffset + 'px'; + + } + + } + + /** + * Called when the given slide is within the configured view + * distance. Shows the slide element and loads any content + * that is set to load lazily (data-src). + */ + function showSlide( slide ) { + + // Show the slide element + slide.style.display = 'block'; + + // Media elements with data-src attributes + toArray( slide.querySelectorAll( 'img[data-src], video[data-src], audio[data-src]' ) ).forEach( function( element ) { + element.setAttribute( 'src', element.getAttribute( 'data-src' ) ); + element.removeAttribute( 'data-src' ); + } ); + + // Media elements with children + toArray( slide.querySelectorAll( 'video, audio' ) ).forEach( function( media ) { + var sources = 0; + + toArray( media.querySelectorAll( 'source[data-src]' ) ).forEach( function( source ) { + source.setAttribute( 'src', source.getAttribute( 'data-src' ) ); + source.removeAttribute( 'data-src' ); + sources += 1; + } ); + + // If we rewrote sources for this video/audio element, we need + // to manually tell it to load from its new origin + if( sources > 0 ) { + media.load(); + } + } ); + + + // Show the corresponding background element + var indices = getIndices( slide ); + var background = getSlideBackground( indices.h, indices.v ); + if( background ) { + background.style.display = 'block'; + + // If the background contains media, load it + if( background.hasAttribute( 'data-loaded' ) === false ) { + background.setAttribute( 'data-loaded', 'true' ); + + var backgroundImage = slide.getAttribute( 'data-background-image' ), + backgroundVideo = slide.getAttribute( 'data-background-video' ), + backgroundVideoLoop = slide.hasAttribute( 'data-background-video-loop' ), + backgroundVideoMuted = slide.hasAttribute( 'data-background-video-muted' ), + backgroundIframe = slide.getAttribute( 'data-background-iframe' ); + + // Images + if( backgroundImage ) { + background.style.backgroundImage = 'url('+ backgroundImage +')'; + } + // Videos + else if ( backgroundVideo && !isSpeakerNotes() ) { + var video = document.createElement( 'video' ); + + if( backgroundVideoLoop ) { + video.setAttribute( 'loop', '' ); + } + + if( backgroundVideoMuted ) { + video.muted = true; + } + + // Support comma separated lists of video sources + backgroundVideo.split( ',' ).forEach( function( source ) { + video.innerHTML += ''; + } ); + + background.appendChild( video ); + } + // Iframes + else if( backgroundIframe ) { + var iframe = document.createElement( 'iframe' ); + iframe.setAttribute( 'src', backgroundIframe ); + iframe.style.width = '100%'; + iframe.style.height = '100%'; + iframe.style.maxHeight = '100%'; + iframe.style.maxWidth = '100%'; + + background.appendChild( iframe ); + } + } + } + + } + + /** + * Called when the given slide is moved outside of the + * configured view distance. + */ + function hideSlide( slide ) { + + // Hide the slide element + slide.style.display = 'none'; + + // Hide the corresponding background element + var indices = getIndices( slide ); + var background = getSlideBackground( indices.h, indices.v ); + if( background ) { + background.style.display = 'none'; + } + + } + + /** + * Determine what available routes there are for navigation. + * + * @return {Object} containing four booleans: left/right/up/down + */ + function availableRoutes() { + + var horizontalSlides = dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR ), + verticalSlides = dom.wrapper.querySelectorAll( VERTICAL_SLIDES_SELECTOR ); + + var routes = { + left: indexh > 0 || config.loop, + right: indexh < horizontalSlides.length - 1 || config.loop, + up: indexv > 0, + down: indexv < verticalSlides.length - 1 + }; + + // reverse horizontal controls for rtl + if( config.rtl ) { + var left = routes.left; + routes.left = routes.right; + routes.right = left; + } + + return routes; + + } + + /** + * Returns an object describing the available fragment + * directions. + * + * @return {Object} two boolean properties: prev/next + */ + function availableFragments() { + + if( currentSlide && config.fragments ) { + var fragments = currentSlide.querySelectorAll( '.fragment' ); + var hiddenFragments = currentSlide.querySelectorAll( '.fragment:not(.visible)' ); + + return { + prev: fragments.length - hiddenFragments.length > 0, + next: !!hiddenFragments.length + }; + } + else { + return { prev: false, next: false }; + } + + } + + /** + * Enforces origin-specific format rules for embedded media. + */ + function formatEmbeddedContent() { + + var _appendParamToIframeSource = function( sourceAttribute, sourceURL, param ) { + toArray( dom.slides.querySelectorAll( 'iframe['+ sourceAttribute +'*="'+ sourceURL +'"]' ) ).forEach( function( el ) { + var src = el.getAttribute( sourceAttribute ); + if( src && src.indexOf( param ) === -1 ) { + el.setAttribute( sourceAttribute, src + ( !/\?/.test( src ) ? '?' : '&' ) + param ); + } + }); + }; + + // YouTube frames must include "?enablejsapi=1" + _appendParamToIframeSource( 'src', 'youtube.com/embed/', 'enablejsapi=1' ); + _appendParamToIframeSource( 'data-src', 'youtube.com/embed/', 'enablejsapi=1' ); + + // Vimeo frames must include "?api=1" + _appendParamToIframeSource( 'src', 'player.vimeo.com/', 'api=1' ); + _appendParamToIframeSource( 'data-src', 'player.vimeo.com/', 'api=1' ); + + } + + /** + * Start playback of any embedded content inside of + * the targeted slide. + */ + function startEmbeddedContent( slide ) { + + if( slide && !isSpeakerNotes() ) { + // Restart GIFs + toArray( slide.querySelectorAll( 'img[src$=".gif"]' ) ).forEach( function( el ) { + // Setting the same unchanged source like this was confirmed + // to work in Chrome, FF & Safari + el.setAttribute( 'src', el.getAttribute( 'src' ) ); + } ); + + // HTML5 media elements + toArray( slide.querySelectorAll( 'video, audio' ) ).forEach( function( el ) { + if( el.hasAttribute( 'data-autoplay' ) && typeof el.play === 'function' ) { + el.play(); + } + } ); + + // Normal iframes + toArray( slide.querySelectorAll( 'iframe[src]' ) ).forEach( function( el ) { + startEmbeddedIframe( { target: el } ); + } ); + + // Lazy loading iframes + toArray( slide.querySelectorAll( 'iframe[data-src]' ) ).forEach( function( el ) { + if( el.getAttribute( 'src' ) !== el.getAttribute( 'data-src' ) ) { + el.removeEventListener( 'load', startEmbeddedIframe ); // remove first to avoid dupes + el.addEventListener( 'load', startEmbeddedIframe ); + el.setAttribute( 'src', el.getAttribute( 'data-src' ) ); + } + } ); + } + + } + + /** + * "Starts" the content of an embedded iframe using the + * postmessage API. + */ + function startEmbeddedIframe( event ) { + + var iframe = event.target; + + // YouTube postMessage API + if( /youtube\.com\/embed\//.test( iframe.getAttribute( 'src' ) ) && iframe.hasAttribute( 'data-autoplay' ) ) { + iframe.contentWindow.postMessage( '{"event":"command","func":"playVideo","args":""}', '*' ); + } + // Vimeo postMessage API + else if( /player\.vimeo\.com\//.test( iframe.getAttribute( 'src' ) ) && iframe.hasAttribute( 'data-autoplay' ) ) { + iframe.contentWindow.postMessage( '{"method":"play"}', '*' ); + } + // Generic postMessage API + else { + iframe.contentWindow.postMessage( 'slide:start', '*' ); + } + + } + + /** + * Stop playback of any embedded content inside of + * the targeted slide. + */ + function stopEmbeddedContent( slide ) { + + if( slide && slide.parentNode ) { + // HTML5 media elements + toArray( slide.querySelectorAll( 'video, audio' ) ).forEach( function( el ) { + if( !el.hasAttribute( 'data-ignore' ) && typeof el.pause === 'function' ) { + el.pause(); + } + } ); + + // Generic postMessage API for non-lazy loaded iframes + toArray( slide.querySelectorAll( 'iframe' ) ).forEach( function( el ) { + el.contentWindow.postMessage( 'slide:stop', '*' ); + el.removeEventListener( 'load', startEmbeddedIframe ); + }); + + // YouTube postMessage API + toArray( slide.querySelectorAll( 'iframe[src*="youtube.com/embed/"]' ) ).forEach( function( el ) { + if( !el.hasAttribute( 'data-ignore' ) && typeof el.contentWindow.postMessage === 'function' ) { + el.contentWindow.postMessage( '{"event":"command","func":"pauseVideo","args":""}', '*' ); + } + }); + + // Vimeo postMessage API + toArray( slide.querySelectorAll( 'iframe[src*="player.vimeo.com/"]' ) ).forEach( function( el ) { + if( !el.hasAttribute( 'data-ignore' ) && typeof el.contentWindow.postMessage === 'function' ) { + el.contentWindow.postMessage( '{"method":"pause"}', '*' ); + } + }); + + // Lazy loading iframes + toArray( slide.querySelectorAll( 'iframe[data-src]' ) ).forEach( function( el ) { + // Only removing the src doesn't actually unload the frame + // in all browsers (Firefox) so we set it to blank first + el.setAttribute( 'src', 'about:blank' ); + el.removeAttribute( 'src' ); + } ); + } + + } + + /** + * Returns the number of past slides. This can be used as a global + * flattened index for slides. + */ + function getSlidePastCount() { + + var horizontalSlides = toArray( dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR ) ); + + // The number of past slides + var pastCount = 0; + + // Step through all slides and count the past ones + mainLoop: for( var i = 0; i < horizontalSlides.length; i++ ) { + + var horizontalSlide = horizontalSlides[i]; + var verticalSlides = toArray( horizontalSlide.querySelectorAll( 'section' ) ); + + for( var j = 0; j < verticalSlides.length; j++ ) { + + // Stop as soon as we arrive at the present + if( verticalSlides[j].classList.contains( 'present' ) ) { + break mainLoop; + } + + pastCount++; + + } + + // Stop as soon as we arrive at the present + if( horizontalSlide.classList.contains( 'present' ) ) { + break; + } + + // Don't count the wrapping section for vertical slides + if( horizontalSlide.classList.contains( 'stack' ) === false ) { + pastCount++; + } + + } + + return pastCount; + + } + + /** + * Returns a value ranging from 0-1 that represents + * how far into the presentation we have navigated. + */ + function getProgress() { + + // The number of past and total slides + var totalCount = getTotalSlides(); + var pastCount = getSlidePastCount(); + + if( currentSlide ) { + + var allFragments = currentSlide.querySelectorAll( '.fragment' ); + + // If there are fragments in the current slide those should be + // accounted for in the progress. + if( allFragments.length > 0 ) { + var visibleFragments = currentSlide.querySelectorAll( '.fragment.visible' ); + + // This value represents how big a portion of the slide progress + // that is made up by its fragments (0-1) + var fragmentWeight = 0.9; + + // Add fragment progress to the past slide count + pastCount += ( visibleFragments.length / allFragments.length ) * fragmentWeight; + } + + } + + return pastCount / ( totalCount - 1 ); + + } + + /** + * Checks if this presentation is running inside of the + * speaker notes window. + */ + function isSpeakerNotes() { + + return !!window.location.search.match( /receiver/gi ); + + } + + /** + * Reads the current URL (hash) and navigates accordingly. + */ + function readURL() { + + var hash = window.location.hash; + + // Attempt to parse the hash as either an index or name + var bits = hash.slice( 2 ).split( '/' ), + name = hash.replace( /#|\//gi, '' ); + + // If the first bit is invalid and there is a name we can + // assume that this is a named link + if( isNaN( parseInt( bits[0], 10 ) ) && name.length ) { + var element; + + // Ensure the named link is a valid HTML ID attribute + if( /^[a-zA-Z][\w:.-]*$/.test( name ) ) { + // Find the slide with the specified ID + element = document.getElementById( name ); + } + + if( element ) { + // Find the position of the named slide and navigate to it + var indices = Reveal.getIndices( element ); + slide( indices.h, indices.v ); + } + // If the slide doesn't exist, navigate to the current slide + else { + slide( indexh || 0, indexv || 0 ); + } + } + else { + // Read the index components of the hash + var h = parseInt( bits[0], 10 ) || 0, + v = parseInt( bits[1], 10 ) || 0; + + if( h !== indexh || v !== indexv ) { + slide( h, v ); + } + } + + } + + /** + * Updates the page URL (hash) to reflect the current + * state. + * + * @param {Number} delay The time in ms to wait before + * writing the hash + */ + function writeURL( delay ) { + + if( config.history ) { + + // Make sure there's never more than one timeout running + clearTimeout( writeURLTimeout ); + + // If a delay is specified, timeout this call + if( typeof delay === 'number' ) { + writeURLTimeout = setTimeout( writeURL, delay ); + } + else if( currentSlide ) { + var url = '/'; + + // Attempt to create a named link based on the slide's ID + var id = currentSlide.getAttribute( 'id' ); + if( id ) { + id = id.replace( /[^a-zA-Z0-9\-\_\:\.]/g, '' ); + } + + // If the current slide has an ID, use that as a named link + if( typeof id === 'string' && id.length ) { + url = '/' + id; + } + // Otherwise use the /h/v index + else { + if( indexh > 0 || indexv > 0 ) url += indexh; + if( indexv > 0 ) url += '/' + indexv; + } + + window.location.hash = url; + } + } + + } + + /** + * Retrieves the h/v location of the current, or specified, + * slide. + * + * @param {HTMLElement} slide If specified, the returned + * index will be for this slide rather than the currently + * active one + * + * @return {Object} { h: , v: , f: } + */ + function getIndices( slide ) { + + // By default, return the current indices + var h = indexh, + v = indexv, + f; + + // If a slide is specified, return the indices of that slide + if( slide ) { + var isVertical = isVerticalSlide( slide ); + var slideh = isVertical ? slide.parentNode : slide; + + // Select all horizontal slides + var horizontalSlides = toArray( dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR ) ); + + // Now that we know which the horizontal slide is, get its index + h = Math.max( horizontalSlides.indexOf( slideh ), 0 ); + + // Assume we're not vertical + v = undefined; + + // If this is a vertical slide, grab the vertical index + if( isVertical ) { + v = Math.max( toArray( slide.parentNode.querySelectorAll( 'section' ) ).indexOf( slide ), 0 ); + } + } + + if( !slide && currentSlide ) { + var hasFragments = currentSlide.querySelectorAll( '.fragment' ).length > 0; + if( hasFragments ) { + var currentFragment = currentSlide.querySelector( '.current-fragment' ); + if( currentFragment && currentFragment.hasAttribute( 'data-fragment-index' ) ) { + f = parseInt( currentFragment.getAttribute( 'data-fragment-index' ), 10 ); + } + else { + f = currentSlide.querySelectorAll( '.fragment.visible' ).length - 1; + } + } + } + + return { h: h, v: v, f: f }; + + } + + /** + * Retrieves the total number of slides in this presentation. + */ + function getTotalSlides() { + + return dom.wrapper.querySelectorAll( SLIDES_SELECTOR + ':not(.stack)' ).length; + + } + + /** + * Returns the slide element matching the specified index. + */ + function getSlide( x, y ) { + + var horizontalSlide = dom.wrapper.querySelectorAll( HORIZONTAL_SLIDES_SELECTOR )[ x ]; + var verticalSlides = horizontalSlide && horizontalSlide.querySelectorAll( 'section' ); + + if( verticalSlides && verticalSlides.length && typeof y === 'number' ) { + return verticalSlides ? verticalSlides[ y ] : undefined; + } + + return horizontalSlide; + + } + + /** + * Returns the background element for the given slide. + * All slides, even the ones with no background properties + * defined, have a background element so as long as the + * index is valid an element will be returned. + */ + function getSlideBackground( x, y ) { + + // When printing to PDF the slide backgrounds are nested + // inside of the slides + if( isPrintingPDF() ) { + var slide = getSlide( x, y ); + if( slide ) { + var background = slide.querySelector( '.slide-background' ); + if( background && background.parentNode === slide ) { + return background; + } + } + + return undefined; + } + + var horizontalBackground = dom.wrapper.querySelectorAll( '.backgrounds>.slide-background' )[ x ]; + var verticalBackgrounds = horizontalBackground && horizontalBackground.querySelectorAll( '.slide-background' ); + + if( verticalBackgrounds && verticalBackgrounds.length && typeof y === 'number' ) { + return verticalBackgrounds ? verticalBackgrounds[ y ] : undefined; + } + + return horizontalBackground; + + } + + /** + * Retrieves the speaker notes from a slide. Notes can be + * defined in two ways: + * 1. As a data-notes attribute on the slide
+ * 2. As an