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A deep learning-based hybrid approach for multi-time-ahead streamflow prediction in an arid region of Northwest China 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2024, 卷号: 55, 期号: 2, 页码: 180-204
作者:  Fang, J. J.;  Yang, Linshan;  Wen, Xiaohu;  Li, Weide;  Yu, Haijiao;  Zhou, Ting
收藏  |  浏览/下载：27/0  |  提交时间：2024/10/04
convolutional neural network (CNN)  long short-term memory (LSTM)  Shule River  streamflow prediction  Transformer  
Forecasting the potential of reclaimed water using signal decomposition and deep learning 期刊论文
发表期刊: JOURNAL OF WATER PROCESS ENGINEERING. 出版年: 2024, 卷号: 65
作者:  Chen, Yinglong;  Zhang, Hongling;  Peng, Jingkai;  Ma, Shilong;  Xu, Tengsheng;  Tang, Lian
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Complete ensemble empirical mode decompositionwith adaptivenoise(CEEMDAN)  Deep learning  Long short-term memory neural network (LSTM)  Convolutional neural network (CNN)  Reclaimed water volumes forecasting  
Deep Learning-based Near-real-time Monitoring of Autumn Irrigation Extent at Sub-pixel Scale in a Large Irrigation District 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2023, 卷号: 284
作者:  Qian, Ximin;  Qi, Hongwei;  Shang, Songhao;  Wan, Heyang;  Rahman, Khalil Ur;  Wang, Ruiping
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
Flood irrigation  Irrigation area fraction  Transient water bodies  Sub-pixel algorithm  Long short-term memory network  Random forest  
Simulation modeling for effective management of irrigation water for winter wheat 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2022, 卷号: 269
作者:  Shen, Hongzheng;  Wang, Yue;  Jiang, Kongtao;  Li, Shilei;  Huang, Donghua;  Wu, Jiujiang;  Wang, Yongqiang;  Wang, Yangren;  Ma, Xiaoyi
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/20
Dynamic irrigation lower limit  DSSAT model  Long short-term memory network  Winter wheat  Irrigation decision  
Evaluation of artificial intelligence models for flood and drought forecasting in arid and tropical regions 期刊论文
发表期刊: ENVIRONMENTAL MODELLING & SOFTWARE. 出版年: 2021, 卷号: 144
作者:  Adikari, Kasuni E.;  Shrestha, Sangam;  Ratnayake, Dhanika T.;  Budhathoki, Aakanchya;  Mohanasundaram, S.;  Dailey, Matthew N.
收藏  |  浏览/下载：23/0  |  提交时间：2021/11/29
Forecasting  Floods  Droughts  Artificial intelligence  Convolutional neural network  Long-short term memory network  
基于EEMD-LSTM模型的天山北坡经济带年降水量预测 期刊论文
发表期刊: 干旱区研究. 出版年: 2021, 卷号: 38, 期号: 5, 页码: 1235-1243
作者:  杨倩;  秦莉;  高培;  张瑞波
收藏  |  浏览/下载：20/0  |  提交时间：2022/03/18
ensemble empirical mode decomposition  long short-term memory network  annual precipitation  prediction