LSTM-Enhanced Streamflow Forecasting for California-Nevada Region: a Post-Processing Framework for CHPS and WRF-Hydro
LSTM-Enhanced Streamflow Forecasting for California-Nevada Region: a Post-Processing Framework for CHPS and WRF-Hydro
Mu Xiao1, Ming Pan2, Yuan Yang3, Qian Cao4, Taylor Dixon2, Gabriel Lewis5, Lu Su4, Robert Hartman6, Michael J Deflorio7, Julie Kalansky8, Luca Delle Monache9 and Marty Ralph10, (1)University of California San Diego, La Jolla, CA, United States, (2)Center for Western Weather and Water Extremes (CW3E), Scripps Institution of Oceanography, University of California San Diego, La Jolla, United States, (3)University of California San Diego, Scripps Institution of Oceanography, Center for Western Weather and Water Extremes, La Jolla, United States, (4)University of California San Diego, Scripps Institution of Oceanography, La Jolla, United States, (5)NOAA/NWS California-Nevada River Forecast Center, Sacramento, United States, (6)Robert K. Hartman Consulting Associates, Roseville, United States, (7)Scripps Institution of Oceanography, UC San Diego, Center for Western Weather and Water Extremes (CW3E), La Jolla, United States, (8)Center for Western Weather and Water Extremes (CW3E), Scripps Institution of Oceanography, University of California San Diego, San Diego, United States, (9)Center for Western Weather and Water Extremes (CW3E), Scripps Institution of Oceanography, UC San Diego, La Jolla, United States, (10)Scripps Institution of Oceanography, University of California San Diego, Center for Western Weather and Water Extremes (CW3E), La Jolla, United States