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Analysis of runoff generation driving factors based on hydrological model and interpretable machine learning method

Study Region: Xiaoqing River Basin, Shandong Province, China Study Focus: Identifying the driving factors of temporal and spatial variation in runoff is key to water resource management. The traditional machine learning model lacks transparency and interpretability, which affects the wide applicatio...

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Detalhes bibliográficos
Principais autores: Shuo Wang, Hui Peng, Qin Hu, Meng Jiang
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2022-08-01
coleção:Journal of Hydrology: Regional Studies
Assuntos:
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2214581822001525
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