Revisit hydrological modeling in ungauged catchments comparing regionalization, satellite observations, and machine learning approaches

Revisit hydrological modeling in ungauged catchments comparing regionalization, satellite observations, and machine learning approaches

Understanding hydrological processes is achieved using modeling approaches due to the extensive and complex interactions between various environmental elements. Hydrological modeling is based on empirical equations that require parameter calibration and model validation to improve performance and ev...

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Bibliographic Details
Main Authors: Rijurekha Dasgupta, Subhasish Das, Gourab Banerjee, Asis Mazumdar
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2024-01-01
Series:HydroResearch
Subjects:
Hydrological model
Ungauged catchment
Regionalization
Satellite-based discharge
Long short-term memory network
Online Access:http://www.sciencedirect.com/science/article/pii/S2589757823000331
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