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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:38/0  |  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: 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:37/0  |  提交时间:2019/11/08
Discrete wavelet transform  Artificial neural network  Support vector regression  Groundwater level fluctuations  Extreme arid regions  
Future Projection with an Extreme-Learning Machine and Support Vector Regression of Reference Evapotranspiration in a Mountainous Inland Watershed in North-West China 期刊论文
WATER, 2017, 卷号: 9, 期号: 11
作者:  Yin, Zhenliang;  Feng, Qi;  Yang, Linshan;  Deo, Ravinesh C.;  Wen, Xiaohu;  Si, Jianhua;  Xiao, Shengchun
收藏  |  浏览/下载:51/0  |  提交时间:2019/11/08
reference evapotranspiration (ET0)  extreme-learning machine  support vector regression  ET0 projection  climate change  
Research on the water use efficiency and foliar nutrient status of Populus euphratica and Tamarix ramosissima in the extreme arid region of China 期刊论文
ENVIRONMENTAL EARTH SCIENCES, 2011, 卷号: 62, 期号: 8
作者:  Cao, Sheng Kui;  Feng, Qi;  Su, Yong Hong;  Chang, Zong Qiang;  Xi, Hai Yang
收藏  |  浏览/下载:21/0  |  提交时间:2019/11/08
Stable carbon isotope composition (delta C-13)  Correlation  Foliar nutriment  Populus euphratica Olivier  Tamarix ramosissima Ledeb  Extreme arid area  
Sap flow of Populus euphratica in a desert riparian forest in an extreme arid region during the growing season 期刊论文
JOURNAL OF INTEGRATIVE PLANT BIOLOGY, 2007, 卷号: 49, 期号: 4
作者:  Si, Jian-Hua;  Feng, Qi;  Zhang, Xiao-You;  Chang, Zong-Qiang;  Su, Yong-Hong;  Xi, Hai-Yang
收藏  |  浏览/下载:18/0  |  提交时间:2019/11/08
desert riparian forest  extreme arid region  heat-pulse technique  Populus euphratica  sap flow velocity