基于LSTM和气候要素分带的金沙江上游流域径流模拟研究

张子凡, 刘时银, 马凯, 张鲜鹤, 杨延伟, 崔福宁

Runoff simulation of the upper Jinsha River Basin based on LSTM driven by elevation dependent climatic forcing

ZHANG Zifan, LIU Shiyin, MA Kai, ZHANG Xianhe, YANG Yanwei, CUI Funing

图7 高程信息模型与集合模型在300 d内模拟效果比较

Fig.7 Comparison of the runoff simulation results of the vertical zonation data-driven and ensemble models in 300 days