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Published April 6, 2022 | Version v1
Dataset Open

Historical Daily Snow Water Equivalent (SWE) Estimations over the Western US and the Rocky Mountains

  • 1. University of California, Davis
  • 2. Lawrence Berkeley National Laboratory

Description

model weights: DL model weights for SWE prediction for SNOTEL stations over the Western US. 

prediction: DL model predictions for SNOTEL SWE observations. 

[model]_clean_lats: SWE estimation over the Rocky Mountains with models trained on SNOTEL stations. 

[model]_hist_clean_lats: Historical SWE estimation over the Rocky Mountains with models trained on SNOTEL stations. 

[model]_relative_clean_lats: SWE fraction estimation over the Rocky Mountains with models trained on SNOTEL SWE fractions. 

code_SWE_main: necessary code for SWE modeling. 

corresponding code repository: https://github.com/ShihengDuan/code-SWE

 

Files

Attention_clean_lats.zip

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