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Updated: Jun 24, 2025

Watershed Planning within a Quantitative Scenario Analysis Framework
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Watershed Planning within a Quantitative Scenario Analysis Framework

Published on: July 24, 2016

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通过整合深度学习和基于物理的流域模型,对地下水和地表水条件进行时空估计

Soobin Kim1, Eunhee Lee2, Hyoun-Tae Hwang3,4

  • 1Disposal Safety Evaluation R&D Division, Korea Atomic Energy Research Institute (KAERI), 111, Daedeok-daero 989 beon-gil, Yuseong-gu, Daejeon 34057, Republic of Korea.

Water research X
|June 14, 2024
PubMed
概括

深度学习 (DL) 模型,特别是卷积神经网络 (CNN),可以有效估计流域水文. 这种方法大大减少了水文模拟的计算时间,有助于可持续的水资源管理.

关键词:
气候变化对环境的影响.卷积神经网络是一种卷积神经网络.完全分布的水文模型.在HydroGeoSphere中使用.

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