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.

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 Digital Object Identifier Catalog
USGS Organization	Cooperative Research Units Program

A Long Short Term Memory model for predicting daily lake ice cover changes in the Northern Hemisphere

Research Fish Biologist

Research Fish Biologist

Cooperative Research Units Program

U.S. Geological Survey

U.S. Department of the Interior

A Long Short Term Memory model for predicting daily lake ice cover changes in the Northern Hemisphere

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