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10 天
暴雨洪水风险显著增加:共享社会经济路径(SSPs)下黄河上游径流量 ...
本文来自“地学前沿FrontEarthSci”,文章仅代表作者观点,与“环球科学科研圈”无关。原文标题Projected changes of runoff in the Upper Yellow River Basin under shared ...
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1 个月
深度学习助力水文模型升级:耦合物理机制的探索
该研究基于可微分参数学习(DPL)框架,开发了12个区域化混合模型。这些模型不仅借用了经典的HBV(Henriksen, Bergström, and Vexler)模型为基础,还特别在径流生成和径流路径模块中嵌入了神经网络。这种创新的方法旨在优化水文模型在处理复杂水文过程时的表现 ...
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