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4 集合模型在验证期2015—2019年模拟情况

Fig.4 Runoff simulation of the ensemble model in the validation period 2015-2019