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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：24/0  |  提交时间：2024/10/04
convolutional neural network (CNN)  long short-term memory (LSTM)  Shule River  streamflow prediction  Transformer  
Enhancing Accuracy of Forecasting Monthly Reservoir Inflow by Using Comparison of Three New Hybrid Models: A Case Study of The Droodzan Dam in Iran 期刊论文
发表期刊: IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING. 出版年: 2024
作者:  Khorram, Saeed;  Jehbez, Nima
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Reservoir inflow forecasting  Long short-term memory  Support vector machines  Artificial neural  Fuzzy inference system  Hybrid model  
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：15/0  |  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  
Application, interpretability and prediction of machine learning method combined with LSTM and LightGBM-a case study for runoff simulation in an arid area 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2023, 卷号: 625
作者:  Bian, Lekang;  Qin, Xueer;  Zhang, Chenglong;  Guo, Ping;  Wu, Hui
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
Runoff prediction  Long short-term memory  Light gradient boosting machine  The reciprocal error method  Interpretability  Arid area  
A multi-criteria remote sensing-based data-driven framework for monitoring lake drying and salinization and mapping its environmental impacts 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2023, 卷号: 37, 期号: 11, 页码: 4197-4214
作者:  Ghasempour, Roghayeh;  Aalami, Mohammad Taghi;  Kirca, V. S. Ozgur
收藏  |  浏览/下载：7/0  |  提交时间：2024/09/29
Desertification  Land subsidence  Long short-term memory  Satellite dataset  Urmia Lake  Water quality  
A dynamic classification-based long short-term memory network model for daily streamflow forecasting in different climate regions 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2023, 卷号: 148
作者:  Chu, Haibo;  Wu, Jin;  Wu, Wenyan;  Wei, Jiahua
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Dynamic classification  Long short-term memory networks  Streamflow forecasting  Box-Cox method  
Prediction of Irrigation Water Requirements for Green Beans-Based Machine Learning Algorithm Models in Arid Region 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2023, 卷号: 37, 期号: 4, 页码: 1557-1580
作者:  Mokhtar, Ali;  Al-Ansari, Nadhir;  El-Ssawy, Wessam;  Graf, Renata;  Aghelpour, Pouya;  He, Hongming;  Hafez, Salma M.;  Abuarab, Mohamed
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Water resources management  Climate change  Evapotranspiration  Hybrid models  Long short-term memory  
Daily Groundwater Level Prediction and Uncertainty Using LSTM Coupled with PMI and Bootstrap Incorporating Teleconnection Patterns Information 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2022, 卷号: 14, 期号: 18
作者:  Chu, Haibo;  Bian, Jianmin;  Lang, Qi;  Sun, Xiaoqing;  Wang, Zhuoqi
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/20
long short-term memory  bootstrap  teleconnection patterns  groundwater level prediction  uncertainty  
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