An Attention‐Based Explainable Deep Learning Approach to Spatially Distributed Hydrologic Modeling of a Snow Dominated Mountainous Karst Watershed

An Attention‐Based Explainable Deep Learning Approach to Spatially Distributed Hydrologic Modeling of a Snow Dominated Mountainous Karst Watershed

Abstract In many regions globally, snowmelt‐recharged mountainous karst aquifers serve as crucial sources for municipal and agricultural water supplies. In these watersheds, complex interplay of meteorological, topographical, and hydrogeological factors leads to intricate recharge‐discharge pathways...

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Bibliographic Details
Main Authors: Qianqiu Longyang, Seohye Choi, Hyrum Tennant, Devon Hill, Nathaniel Ashmead, Bethany T. Neilson, Dennis L. Newell, James P. McNamara, Tianfang Xu
Format: Article
Language:English
Published: Wiley 2024-11-01
Series:Water Resources Research
Subjects:
rainfall‐runoff
multi‐scale
attention
explainable AI
Online Access:https://doi.org/10.1029/2024WR037878
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https://doi.org/10.1029/2024WR037878

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