Predictions and supporting data for network-wide 7-day ahead forecasts of water temperature in the Delaware River Basin: 5) model code
Dates
Publication Date
2023-06-21
Start Date
1979-01-01
End Date
2022-05-15
Citation
Oliver, S.K., Zwart, J.A., Appling, A.P., and Sleckman, M.J., 2023, Predictions and supporting data for network-wide 7-day ahead forecasts of water temperature in the Delaware River Basin: U.S. Geological Survey data release, https://doi.org/10.5066/P9NVEA4V.
Summary
This data release contains the forcings and outputs of 7-day ahead maximum water temperature forecasting models that makes predictions at 70 river reaches in the upper Delaware River Basin. This section includes code that prepares data for model training and forecasts maximum stream temperature using neural network models. Finally, the code evaluates the models using various accuracy and uncertainty metrics.
Summary
This data release contains the forcings and outputs of 7-day ahead maximum water temperature forecasting models that makes predictions at 70 river reaches in the upper Delaware River Basin. This section includes code that prepares data for model training and forecasts maximum stream temperature using neural network models. Finally, the code evaluates the models using various accuracy and uncertainty metrics.
