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2 (a) LSTM内部结构、(b) 模型中数据结构和 (c) 本文搭建的模型结构

Fig.2 The internal structure of the long short-term memory (LSTM) model (a), the structure of the data in the model (b), and the structure of the model built in this study (c)