[S18] Application of machine learning to hydrology

2:45 PM - 3:00 PM JST(5:45 AM - 6:00 AM UTC)

[107] A STUDY ON DEEP LEARNING FOR RIVER WATER LEVEL PREDICTION IN URBAN WATERSHEDS WITH A DISCUSSION ON UNDERGROUND REGULATING RESERVOIR GATE OPERATIONS

*Cabila SUBRAMANIYAM¹, Hideo AMAGUCHI², Yoshiyuki IMAMURA³ (1. Dept. of Civil Eng., Tokyo Metropolitan University、2. Dept. of Civil Eng., Tokyo Metropolitan University、3. Dept. of Civil Eng., Tokyo Metropolitan University)

Keywords:

deep learning,forecasting,gate operation,hydrographs,target lengths

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