From ba2159c15ef939365f37a9ab01b06a688dfbe1a1 Mon Sep 17 00:00:00 2001 From: AmberMulder <46423091+AmberMulder@users.noreply.github.com> Date: Wed, 30 Oct 2024 08:52:04 +0100 Subject: [PATCH] Add SWC and LST quality flags scripts and docs (#332) * Initial setup SWC quality flags scripts and docs * Fix invalid date in example * Add initial setup LST quality flags scripts * Add documentation on SWC quality flags scripts * Add documentation on LST quality flags scripts * Auto-formatting scripts --------- Co-authored-by: Amber Mulder Co-authored-by: Jonas Viehweger --- .../land-surface-temperature/index.md | 1 + ..._lst_100m_water_netherlands_2022-12-31.png | Bin 0 -> 1612932 bytes .../index.md | 47 +++++++++++++++ .../raw.js | 47 +++++++++++++++ .../script.js | 54 ++++++++++++++++++ .../soil-water-content/index.md | 3 +- ...and_possibly_frozen_alberta_2022-12-23.png | Bin 0 -> 1555470 bytes .../qf_swc_100m_water_bordeaux_2022-04-26.png | Bin 0 -> 1987319 bytes .../soil-water-content-quality-flags/index.md | 51 +++++++++++++++++ .../soil-water-content-quality-flags/raw.js | 33 +++++++++++ .../script.js | 40 +++++++++++++ 11 files changed, 275 insertions(+), 1 deletion(-) create mode 100644 planetary-variables/land-surface-temperature/land-surface-temperature-quality-flags/fig/qf_lst_100m_water_netherlands_2022-12-31.png create mode 100644 planetary-variables/land-surface-temperature/land-surface-temperature-quality-flags/index.md create mode 100644 planetary-variables/land-surface-temperature/land-surface-temperature-quality-flags/raw.js create mode 100644 planetary-variables/land-surface-temperature/land-surface-temperature-quality-flags/script.js create mode 100644 planetary-variables/soil-water-content/soil-water-content-quality-flags/fig/qf_swc_100m_frozen_and_possibly_frozen_alberta_2022-12-23.png create mode 100644 planetary-variables/soil-water-content/soil-water-content-quality-flags/fig/qf_swc_100m_water_bordeaux_2022-04-26.png create mode 100644 planetary-variables/soil-water-content/soil-water-content-quality-flags/index.md create mode 100644 planetary-variables/soil-water-content/soil-water-content-quality-flags/raw.js create mode 100644 planetary-variables/soil-water-content/soil-water-content-quality-flags/script.js diff --git a/planetary-variables/land-surface-temperature/index.md b/planetary-variables/land-surface-temperature/index.md index 8a395288..0d2943ce 100644 --- a/planetary-variables/land-surface-temperature/index.md +++ b/planetary-variables/land-surface-temperature/index.md @@ -13,3 +13,4 @@ Planet's LST product provides near real-time measurements twice a day at 1:30 an - [Land Surface Temperature Visualization]({% link planetary-variables/land-surface-temperature/land-surface-temperature-visualization/index.md %}) - [Land Surface Temperature Anomaly]({% link planetary-variables/land-surface-temperature/land-surface-temperature-anomaly/index.md %}) +- [Land Surface Temperature Quality Flags]({% link planetary-variables/land-surface-temperature/land-surface-temperature-quality-flags/index.md %}) \ No newline at end of file diff --git a/planetary-variables/land-surface-temperature/land-surface-temperature-quality-flags/fig/qf_lst_100m_water_netherlands_2022-12-31.png b/planetary-variables/land-surface-temperature/land-surface-temperature-quality-flags/fig/qf_lst_100m_water_netherlands_2022-12-31.png new file mode 100644 index 0000000000000000000000000000000000000000..51e24f5374bd17ea077856491b540136ae2c316d GIT binary patch literal 1612932 zcmZVl1yCGOvo{U{OOW7@1eXMYyDqjs@Zfbwz1uI(1hkOB;I&6cpxUha_>O52j=hTyt1jKMHDlW=4O^7tJuR zx&n1)h6t$>i$hknthJP;H|Ev#`DME4oSBaSkqd;Z_b*g9Lh#;~>{%CS6NrhC3JIP0 zxk+bB|G8=a44YrbxtopG*R<>&cn>OaIYzjYeNiP~`6$EgzqwGh2CjGXnf5*U;g4(* z4bb_>PHXrE^FwbpGTmj6L|ElC(!RTx(x=AfYuZGI<9WJs^V@>(8+O%&yQOX2+$r0< zWozAA?G`1aGM6oRQ{xInH9;4~&Vm4on%Q=eG*U8_QJw3Ebm5R}>gdkR>5d&J zYwuM-6~&=iVN(o!GX;Ec`E&3!V9q}`G67Ty%KYos%U@n%5)@iK%B0R^PSNh3_3K}$ 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zT(VjlL2Rq;ERBm43xXHclJel9ng%zyuT;9YvW{KC*0b%_H17JHAxu8VkF#e^V?aC& z&KM*yJ$ecTAv%^!U6X(v`0yB0qP3v;sSX!Q4RNk0&rYw_RutM-gbISsV5C1tA0#~(OtYMw6&8xWy|rb^dE7hWRey>(x%R*+}W>2 zmZ9CgL-`^rI6K#=jT5?3abuFMMu-aTLbR<|=gOY$N;crP+AlEn-u}vVn1!bO2M%Qi zwDNWiT&2SWI(>}0!(4jxb?pJ1+4&BB)`97=FvQ)ygFxn>j0fN*Z|u8Wys#34Cthpm z=e=8(F2w{R$OA|1+^3sK6q{`svJ!#qsWo!dWl@}d`u_lS W2i!c|2cj1M0000 new Date(b.date) - new Date(a.date)); + return collections; +} + +function areBitsSet(qf) { + // Check if the bits are set + for (let idx in bits_to_check) { + const bit = 1 << (bits_to_check[idx] - 1); + if ((qf & bit) !== 0) { + return true; + } + } + return false; +} + +function evaluatePixel(sample) { + // When there are no dates, return no data + if (sample.length == 0) return [NaN]; + + // Return NaN for no data pixels + if (sample[0].dataMask == 0) { + return [NaN]; + } + + // Check if the bits are set + const bit_set = areBitsSet(sample[0].QF); + + return [bit_set ? 1 : 0]; +} diff --git a/planetary-variables/land-surface-temperature/land-surface-temperature-quality-flags/script.js b/planetary-variables/land-surface-temperature/land-surface-temperature-quality-flags/script.js new file mode 100644 index 00000000..6a714214 --- /dev/null +++ b/planetary-variables/land-surface-temperature/land-surface-temperature-quality-flags/script.js @@ -0,0 +1,54 @@ +//VERSION=3 + +const bits_to_check = [8, 9, 11, 13, 14, 15]; // Bits to check if they are set +const sensing_time = "0130"; // "0130" or "1330" or "" + +function setup() { + return { + input: ["QF", "dataMask"], + output: { id: "default", bands: 4 }, + mosaicking: "TILE", + }; +} + +//Select files based on sensing time (0130 or 1330) +function preProcessScenes(collections) { + collections.scenes.tiles = collections.scenes.tiles.filter(function (tile) { + return tile.dataPath.includes("T" + sensing_time); + }); + collections.scenes.tiles.sort((a, b) => new Date(b.date) - new Date(a.date)); + return collections; +} + +function areBitsSet(qf) { + // Check if the bits are set + for (let idx in bits_to_check) { + const bit = 1 << (bits_to_check[idx] - 1); + if ((qf & bit) !== 0) { + return true; + } + } + return false; +} + +function evaluatePixel(sample) { + // When there are no dates, return no data + if (sample.length == 0) return [NaN, NaN, NaN, 0]; + + // Return NaN for no data pixels + if (sample[0].dataMask == 0) { + return [NaN, NaN, NaN, 0]; + } + + // Check if the bits are set + const bit_set = areBitsSet(sample[0].QF); + + // Ensure only flagged pixels are displayed + let opacity = 0; + let imgVals = [1, 0, 0]; + if (bit_set) { + opacity = 0.5; + } + + return [...imgVals, opacity]; +} diff --git a/planetary-variables/soil-water-content/index.md b/planetary-variables/soil-water-content/index.md index cd33272a..8d969e75 100644 --- a/planetary-variables/soil-water-content/index.md +++ b/planetary-variables/soil-water-content/index.md @@ -14,4 +14,5 @@ Planet's SWC product provides near-daily measurements at spatial resolutions of - [Soil Water Content Visualization]({% link planetary-variables/soil-water-content/soil-water-content-visualization/index.md %}) - [Soil Water Content Anomaly]({% link planetary-variables/soil-water-content/soil-water-content-anomaly/index.md %}) - [Derived Root-Zone Soil Water Content]({% link planetary-variables/soil-water-content/derived-root-zone-soil-water-content/index.md %}) -- [Soil Water Content Backward Average]({% link planetary-variables/soil-water-content/soil-water-content-backward-average/index.md %}) \ No newline at end of file +- [Soil Water Content Backward Average]({% link planetary-variables/soil-water-content/soil-water-content-backward-average/index.md %}) +- [Soil Water Content Quality Flags]({% link planetary-variables/soil-water-content/soil-water-content-quality-flags/index.md %}) \ No newline at end of file diff --git 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