LakeFM pre-trains on large ecological datasets to forecast irregular lake time series and reports competitive or superior performance with physically plausible outputs.
McAfee, Abhilash Neog, Sepideh Fatemi, Mary E
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LakeFM: Toward a Foundation Model for Aquatic Ecosystems Using Irregular Multivariate Multi-depth Time Series Data
LakeFM pre-trains on large ecological datasets to forecast irregular lake time series and reports competitive or superior performance with physically plausible outputs.