DOI-USGS / lake-temperature-lstm-static

Predict lake temperatures at depth using static lake attributes
Other
0 stars 3 forks source link

Process data to create LSTM training sequences #10

Closed AndyMcAliley closed 2 years ago

AndyMcAliley commented 2 years ago

Turn drivers, attributes, and temperature observations into fixed-length sequences of LSTM inputs and outputs. Inputs are drivers and attributes (potentially including lake clarity). Outputs are temperatures at preordained depths (and potentially an ice flag indicator).