Towards learning universal, regional, and local hydrological behaviors via machine learning applied to large-sample datasets

<p>Regional rainfall–runoff modeling is an old but still mostly outstanding problem in the hydrological sciences. The problem currently is that traditional hydrological models degrade significantly in performance when calibrated for multiple basins together instead of for a single basin alone....

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Bibliographic Details
Main Authors: F. Kratzert, D. Klotz, G. Shalev, G. Klambauer, S. Hochreiter, G. Nearing
Format: Article
Language:English
Published: Copernicus Publications 2019-12-01
Series:Hydrology and Earth System Sciences
Online Access:https://www.hydrol-earth-syst-sci.net/23/5089/2019/hess-23-5089-2019.pdf