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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  
The heterogeneity of hydrometeorological changes during the period of 1961-2016 in the source region of the Yellow River, China 期刊论文
发表期刊: SCIENCES IN COLD AND ARID REGIONS. 出版年: 2020, 卷号: 12, 期号: 2, 页码: 104-118
作者:  Lu, ZhiXiang;  Feng, Qi;  Zou, SongBing;  Xie, JiaLi;  Yin, ZhenLiang;  Li, Fang
收藏  |  浏览/下载：8/0  |  提交时间：2021/01/08
source region of the Yellow River  hydrometeoroloQy  spatiotemporal variation  runoff contribution  heterogeneity  
The heterogeneity of hydrometeorological changes during the period of 1961-2016 in the source region of the Yellow River, China 期刊论文
发表期刊: 寒旱区科学. 出版年: 2020, 卷号: 12, 期号: 2
作者:  Lu Zhixiang;  Feng Qi;  Zou Songbing;  Xie Jiali;  Yin Zhenliang;  Li Fang
收藏  |  浏览/下载：6/0  |  提交时间：2021/08/05
source region of the Yellow River  hydrometeorology  spatiotemporal variation  runoff contribution  heterogeneity  
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  
Combating desertification through economic development in northwestern China 期刊论文
发表期刊: LAND DEGRADATION & DEVELOPMENT. 出版年: 2019, 卷号: 30, 期号: 8, 页码: 910-917
作者:  Feng, Qi;  Tian, Yongzhen;  Yu, Tengfei;  Yin, Zhenliang;  Cao, Shixiong
收藏  |  浏览/下载：15/0  |  提交时间：2019/11/29
ecological restoration  land degradation  livelihood  poverty  sustainable development  
基于随机森林模型的干旱绿洲区张掖盆地地下水水质评价 期刊论文
发表期刊: 中国沙漠. 出版年: 2018, 卷号: 38, 期号: 3, 页码: 657-663
作者:  吴敏;  温小虎;  冯起;  尹振良;  杨林山
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/29
water quality evaluation  groundwater  random forest  Zhangye Basin