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frasertheking authored Feb 12, 2022
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# DeepPrecip

DeepPrecip is a deep convolutional multilayer perceptron that takes active radar measurements of the lower atmosphere as input from K-band radar and returns a surface accumulation estimate. DeepPrecip was trained on 8 years of data from nine observation sites across the northern hemisphere. As a general precipitation model, it can estimate both surface rain and snow.
DeepPrecip is a deep convolutional multilayer perceptron that takes active radar measurements of the lower atmosphere as input from K-band radar and returns a surface accumulation estimate. DeepPrecip was trained on 8 years of data from nine observation sites across the northern hemisphere. As a general precipitation model, it can estimate both surface rain and snow accumulation at 20-minute temporal resolution.

![alt text](https://github.com/frasertheking/DeepPrecip/blob/main/images/structure.jpg)

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