A Long Short Term Memory model for predicting daily lake ice cover changes in the Northern Hemisphere
July 25, 2024
This software release includes the python scripts and jupyter notebooks of collecting remote-sensed lake ice cover data, training & validating a lake ice model and visualizing the model output.
Citation Information
| Publication Year | 2024 |
|---|---|
| Title | A Long Short Term Memory model for predicting daily lake ice cover changes in the Northern Hemisphere |
| DOI | 10.5066/P13ZGUGE |
| Authors | Xinchen He, Konstantinos Andreadis, Allison Roy, Theodore Langhorst, Abhishek Kumar, Caitlyn Butler |
| Product Type | Software Release |
| Record Source | USGS Asset Identifier Service (AIS) |
| USGS Organization | Cooperative Research Units Program |
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