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The role of climate change and vegetation greening on the variation of terrestrial evapotranspiration in northwest China's Qilian Mountains 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 759
作者:  Yang, Linshan;  Feng, Qi;  Adamowski, Jan F.;  Alizadeh, Mohammad Reza;  Yin, Zhenliang;  Wen, Xiaohu;  Zhu, Meng
收藏  |  浏览/下载：16/0  |  提交时间：2021/03/08
Climate change  Vegetation greening  Terrestrial evapotranspiration  Budyko hypothesis  Qilian Mountains  
Deterministic Analysis and Uncertainty Analysis of Ensemble Forecasting Model Based on Variational Mode Decomposition for Estimation of Monthly Groundwater Level 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 2
作者:  Wu, Min;  Feng, Qi;  Wen, Xiaohu;  Yin, Zhenliang;  Yang, Linshan;  Sheng, Danrui
收藏  |  浏览/下载：14/0  |  提交时间：2021/03/08
uncertainty analysis  groundwater level prediction  hybrid predictive model  variational mode decomposition  Boruta technique  extreme learning machine  
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：3/0  |  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  
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  
Regional hydrology heterogeneity and the response to climate and land surface changes in arid alpine basin, northwest China 期刊论文
发表期刊: CATENA. 出版年: 2020, 卷号: 187
作者:  Yang, Linshan;  Feng, Qi;  Yin, Zhenliang;  Deo, Ravinesh C.;  Wen, Xiaohu;  Si, Jianhua;  Liu, Wen
收藏  |  浏览/下载：18/0  |  提交时间：2020/05/22
Hydrological heterogeneity  Climate response  Landscape  SWAT  Heihe River  
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  
Integrating genetic algorithm and support vector machine for modeling daily reference evapotranspiration in a semi-arid mountain area 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2017, 卷号: 48, 期号: 5, 页码: 1177-1191
作者:  Yin, Zhenliang;  Wen, Xiaohu;  Feng, Qi;  He, Zhibin;  Zou, Songbing;  Yang, Linshan
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
climatic variables  genetic algorithm  reference evapotranspiration modeling  semi-arid mountain areas  support vector machine