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Random forest predictive model development with uncertainty analysis capability for the estimation of evapotranspiration in an arid oasis region 期刊论文
HYDROLOGY RESEARCH, 2020, 卷号: 51, 期号: 4
作者:  Wu, Min;  Feng, Qi;  Wen, Xiaohu;  Deo, Ravinesh C.;  Yin, Zhenliang;  Yang, Linshan;  Sheng, Danrui
收藏  |  浏览/下载：20/0  |  提交时间：2021/12/07
Causality of climate, food production and conflict over the last two millennia in the Hexi Corridor, China 期刊论文
Science of the Total Environment, 2020, 卷号: v 713
作者:  Yang, Linshan;  Feng, Qi;  Adamowski, Jan F.;  Deo, Ravinesh C.;  Yin, Zhenliang;  Wen, Xiaohu;  Tang, Xia;  Wu, Min
收藏  |  浏览/下载：0/0  |  提交时间：2021/12/07
Causality of climate, food production and conflict over the last two millennia in the Hexi Corridor, China 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 713
作者:  Yang, Linshan;  Feng, Qi;  Adamowski, Jan F.;  Deo, Ravinesh C.;  Yin, Zhenliang;  Wen, Xiaohu;  Tang, Xia;  Wu, Min
收藏  |  浏览/下载：3/0  |  提交时间：2021/12/07
Random forest predictive model development w i t h uncertainty analysis capability for the estimation of evapotranspiration in an arid oasis region 期刊论文
Hydrology Research, 2020, 卷号: v 51, 期号: n 4, 页码: p 648-665
作者:  Wu, Min;  Feng, Qi;  Wen, Xiaohu;  Deo, Ravinesh C.;  Yin, Zhenliang;  Yang, Linshan;  Sheng, Danrui
收藏  |  浏览/下载：20/0  |  提交时间：2021/12/07
Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems 期刊论文
Journal of Hydrology, 2019, 卷号: v 570, 页码: p 167-184
作者:  Wen, Xiaohu;  Feng, Qi;  Deo, Ravinesh C.;  Wu, Min;  Yin, Zhenliang;  Yang, Linshan;  Singh, Vijay P
收藏  |  浏览/下载：1/0  |  提交时间：2021/12/07
Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems 期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 570
作者:  Wen, Xiaohu;  Feng, Qi;  Deo, Ravinesh C.;  Wu, Min;  Yin, Zhenliang;  Yang, Linshan;  Singh, Vijay P.
收藏  |  浏览/下载：33/0  |  提交时间：2019/11/08
Expert system  Runoff  Integrated model  Complete ensemble empirical mode decomposition adaptive noise (CEEMDAN)  Variational mode decomposition (VMD)  Extreme learning machine (ELM)  
Comparative Study of Hybrid-Wavelet Artificial Intelligence Models for Monthly Groundwater Depth Forecasting in Extreme Arid Regions, Northwest China 期刊论文
Water Resources Management, 2018, 卷号: v 32, 期号: n 1, 页码: p 301-323
作者:  Yu, Haijiao;  Wen, Xiaohu;  Feng, Qi;  Deo, Ravinesh C.;  Si, Jianhua;  Wu, Min
收藏  |  浏览/下载：45/0  |  提交时间：2021/12/07
Comparative Study of Hybrid-Wavelet Artificial Intelligence Models for Monthly Groundwater Depth Forecasting in Extreme Arid Regions, Northwest China 期刊论文
WATER RESOURCES MANAGEMENT, 2018, 卷号: 32, 期号: 1
作者:  Yu, Haijiao;  Wen, Xiaohu;  Feng, Qi;  Deo, Ravinesh C.;  Si, Jianhua;  Wu, Min
收藏  |  浏览/下载：35/0  |  提交时间：2019/11/08
Discrete wavelet transform  Artificial neural network  Support vector regression  Groundwater level fluctuations  Extreme arid regions  
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
Hydrology Research, 2017, 卷号: v 48, 期号: n 6, 页码: p 1710-1729
作者:  Wen, Xiaohu;  Feng, Qi;  Deo, Ravinesh C.;  Wu, Min;  Si, Jianhua
收藏  |  浏览/下载：1/0  |  提交时间：2021/12/07
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
HYDROLOGY RESEARCH, 2017, 卷号: 48, 期号: 6
作者:  Wen, Xiaohu;  Feng, Qi;  Deo, Ravinesh C.;  Wu, Min;  Si, Jianhua
收藏  |  浏览/下载：26/0  |  提交时间：2019/11/08
arid environment  artificial neural network  discrete wavelet transforms  forecasting  groundwater level