基于LSTM的青藏高原冻土区典型小流域径流模拟及预测
黄克威1,2(
), 王根绪1(), 宋春林3, 俞祁浩4
), 王根绪1(), 宋春林3, 俞祁浩4
Runoff simulation and prediction of a typical small watershed in permafrost region of the Qinghai-Tibet Plateau based on LSTM
Kewei HUANG1,2(), Genxu WANG1(), Chunlin SONG3, Qihao YU4
), Genxu WANG1(), Chunlin SONG3, Qihao YU4
图6. 模型验证期LSTM神经元细胞状态值变化过程
Fig.6. Cell state change processes of LSTM neurons during model validation： measured precipitation， air temperature and runoff （a）， cell state change processes of Neuron 1 （b）， and cell state change processes of Neuron 2 （c）
