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Quantitative Assessment for the Spatiotemporal Changes of Ecosystem Services, Tradeoff-Synergy Relationships and Drivers in the Semi-Arid Regions of China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 1
作者:  Li, Yongge;  Liu, Wei;  Feng, Qi;  Zhu, Meng;  Yang, Linshan;  Zhang, Jutao
收藏  |  浏览/下载：36/0  |  提交时间：2022/03/17
ecosystem services  water retention  sand fixation  trade-offs  Hexi Corridor  Qilian Mountains  
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  
Assessing Soil Organic Carbon Stock Dynamics under Future Climate Change Scenarios in the Middle Qilian Mountains 期刊论文
发表期刊: FORESTS. 出版年: 2021, 卷号: 12, 期号: 12
作者:  Liu, Wei;  Zhu, Meng;  Li, Yongge;  Zhang, Jutao;  Yang, Linshan;  Zhang, Chengqi
收藏  |  浏览/下载：16/0  |  提交时间：2022/03/17
soil organic carbon  climate change  subalpine shrub-meadow zone  machine learning  the Qilian Mountains  
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  
Spatiotemporal variability of alpine precipitable water over arid northwestern China 期刊论文
发表期刊: HYDROLOGICAL PROCESSES. 出版年: 2020, 卷号: 34, 期号: 16, 页码: 3524-3538
作者:  Wu, Lei;  Li, Changbin;  Wang, Liuming;  He, Zhibin;  Zhang, Yuan;  Wang, Wanrui;  Yang, Linshan;  Wei, Jianmei;  Xie, Xuhong
收藏  |  浏览/下载：13/0  |  提交时间：2021/01/07
alpine precipitable water  spatiotemporal variability  TRMM  water vapour transport  
An analytical approach to separate climate and human contributions to basin streamflow variability 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2018, 卷号: 559, 页码: 30-42
作者:  Li Changbin;  Wang Liuming;  Wang Wanrui;  Qi Jiaguo;  Yang Linshan;  Zhang Yuan;  Wu Lei;  Cui Xia;  Wang Peng
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/29
Effectiveness coefficients  Streamflow variation  Climate change  Human activities  Contribution