LSTM stream temperature model

Code Release

See here for the USGS release

Results

We developed a basin-centric LSTM model for daily stream temperature prediction and to evaluate the impact of streamflow information on the predictions.

Bibtex Citation

@article{Rahmani2021lstm,
  title={Exploring the Exceptional Performance of a Deep Learning Stream Temperature Model and the Value of Streamflow Data},
  author={Rahmani, Farshid and Lawson, Kathryn and Ouyang, Wenyu and Appling, Alison and Oliver, Samantha and Shen, Chaopeng},
  journal={Environmental Research Letters},
  year={2021},
  publisher={IOPScience}
}