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A new real-time groundwater level forecasting strategy: Coupling hybrid data-driven models with remote sensing data 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2023, 卷号: 625
作者:  Zhang, Qixiao;  Li, Peiyue;  Ren, Xiaofei;  Ning, Jing;  Li, Jiahui;  Liu, Cuishan;  Wang, Yan;  Wang, Guoqing
收藏  |  浏览/下载：60/0  |  提交时间：2024/09/29
Groundwater level forecasting  Arid and semi-arid region  Human activity  Remote sensing  Wavelet transformation  Shapely additive explanations  
Forecasting of groundwater level fluctuations using a hybrid of multi-discrete wavelet transforms with artificial intelligence models 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2022, 卷号: 53, 期号: 6, 页码: 914-944
作者:  Momeneh, Sadegh;  Nourani, Vahid
收藏  |  浏览/下载：30/0  |  提交时间：2024/09/20
artificial intelligence  artificial neural network  discrete wavelet transform  groundwater level  time-series forecasting  
Application of artificial intelligence in groundwater ecosystem protection: a case study of Semnan/Sorkheh plain, Iran 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2021
作者:  Khoshand, Afshin
收藏  |  浏览/下载：36/0  |  提交时间：2021/07/30
Groundwater level (GWL)  Forecasting  Modeling  Time delay neural networks (TDNN)  
Deep Learning-Based Predictive Framework for Groundwater Level Forecast in Arid Irrigated Areas 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 18
作者:  Liu, Wei;  Yu, Haijiao;  Yang, Linshan;  Yin, Zhenliang;  Zhu, Meng;  Wen, Xiaohu
收藏  |  浏览/下载：29/0  |  提交时间：2021/11/19
groundwater level forecasting  complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN)  genetic algorithm (GA)  feature selection (FS)  deep belief network (DBN)  quantile regression (QR)  uncertainty evaluation  
Combined gamma and M-test-based ANN and ARIMA models for groundwater fluctuation forecasting in semiarid regions 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2017, 卷号: 76, 期号: 15
作者:  Choubin, Bahram;  Malekian, Arash
收藏  |  浏览/下载：26/0  |  提交时间：2019/11/29
Groundwater level  Artificial neural network  ARIMA  Forecasting  Gamma test  M-test  
Wavelet analysis-artificial neural network conjunction models for multi-scale monthly groundwater level predicting in an arid inland river basin, northwestern China 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2017, 卷号: 48, 期号: 6, 页码: 1710-1729
作者:  Wen, Xiaohu;  Feng, Qi;  Deo, Ravinesh C.;  Wu, Min;  Si, Jianhua
收藏  |  浏览/下载：75/0  |  提交时间：2019/11/29
arid environment  artificial neural network  discrete wavelet transforms  forecasting  groundwater level  
Prediction of Groundwater Level for Sustainable Water Management in an Arid Basin Using Datadriven Models 会议论文
会议名称: International Conference on Sustainable Energy and Environmental Engineering (SEEE). 会议地点: Bangkok, THAILAND. 会议日期: OCT 25-26, 2015
作者:  Huang, Mutao;  Tian, Yong
收藏  |  浏览/下载：12/0  |  提交时间：2019/12/09
data-driven  groundwater level forecasting  ANN  SVM  model tree  
Prediction of Groundwater Level for Sustainable Water Management in an Arid Basin Using Datadriven Models 会议论文
会议名称: International Conference on Sustainable Energy and Environmental Engineering (SEEE). 会议地点: Bangkok, THAILAND. 会议日期: OCT 25-26, 2015
作者:  Huang, Mutao;  Tian, Yong
收藏  |  浏览/下载：33/0  |  提交时间：2019/12/09
data-driven  groundwater level forecasting  ANN  SVM  model tree