Oren Gilon

Deep learning rainfall–runoff predictions of extreme events

Jonathan Frame, Frederik Kratzert, Daniel Klotz et al. · Hydrology and earth system sciences · 2022 · 343 citations · Full text

Natural Resources, Data Science, Hydrology +17

Global prediction of extreme floods in ungauged watersheds

Grey Nearing, Déborah Cohen, Vusumuzi Dube et al. · Nature · 2024 · 310 citations · Full text

Natural Resources, Hydrology, Flood Risk Management +16

Flood forecasting with machine learning models in an operational framework

Sella Nevo, Efrat Morin, Adi Gerzi Rosenthal et al. · Hydrology and earth system sciences · 2022 · 231 citations · Full text

Natural Resources, Hydrology, Water Resources Management +17

Caravan - A global community dataset for large-sample hydrology

Frederik Kratzert, Grey Nearing, Nans Addor et al. · Scientific Data · 2023 · 208 citations · Full text

Natural Resources, Earth Sciences, Hydrology +16

In Defense of Metrics: Metrics Sufficiently Encode Typical Human Preferences Regarding Hydrological Model Performance

Martin Gauch, Frederik Kratzert, Oren Gilon et al. · Water Resources Research · 2023 · 57 citations · Full text

Natural Resources, Earth Sciences, Hydrology +9