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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
发表期刊: HYDROLOGY RESEARCH. 出版年: 2020, 卷号: 51, 期号: 4, 页码: 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：4/0  |  提交时间：2021/01/07
arid areas  evapotranspiration  Monte Carlo  predict  random forest  
Spatio-temporal variation of reference evapotranspiration in northwest China based on CORDEX-EA 期刊论文
发表期刊: ATMOSPHERIC RESEARCH. 出版年: 2020, 卷号: 238
作者:  Yang, Linshan;  Feng, Qi;  Adamowski, Jan F.;  Yin, Zhenliang;  Wen, Xiaohu;  Wu, Min;  Jia, Bing;  Hao, Qiang
收藏  |  浏览/下载：5/0  |  提交时间：2021/01/07
CORDEX-EA  Reference evapotranspiration  Machine learning algorithm  Northwest China  
Support-Vector-Machine-Based Models for Modeling Daily Reference Evapotranspiration With Limited Climatic Data in Extreme Arid Regions 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2015, 卷号: 29, 期号: 9, 页码: 3195-3209
作者:  Wen, Xiaohu;  Si, Jianhua;  He, Zhibin;  Wu, Jun;  Shao, Hongbo;  Yu, Haijiao
收藏  |  浏览/下载：14/0  |  提交时间：2019/11/29
Support vector machine  Reference evapotranspiration modeling  Limited climatic data  Extreme arid regions  
Wavelet Analysis-Support Vector Machine Coupled Models for Monthly Rainfall Forecasting in Arid Regions 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2015, 卷号: 29, 期号: 4, 页码: 1049-1065
作者:  Feng, Qi;  Wen, Xiaohu;  Li, Jianguo
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
Discrete wavelet transforms  Support vector machine  Rainfall  Arid regions  Forecasting