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Assessing the factors influencing water quality using environment water quality index and partial least squares structural equation model in the Ebinur Lake Watershed, Xinjiang, China 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2022
作者:  Liu, Changjiang;  Zhang, Fei;  Wang, Xiaoping;  Chan, Ngai Weng;  Rahman, Haliza Abdul;  Yang, Shengtian;  Tan, Mou Leong
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
Surface water  Water quality  CWQI  PLS-SEM  Driving factors  
Soil salinity prediction based on scale-dependent relationships with environmental variables by discrete wavelet transform in the Tarim Basin 期刊论文
发表期刊: CATENA. 出版年: 2021, 卷号: 196
作者:  Wei, Yang;  Ding, Jianli;  Yang, Shengtian;  Wang, Fei;  Wang, Chen
收藏  |  浏览/下载：21/0  |  提交时间：2021/01/07
Scale-dependent relationships  Soil salinity  Discrete wavelet transform  Tarim basin  
Comparisons of random forest and stochastic gradient treeboost algorithms for mapping soil electrical conductivity with multiple subsets using Landsat OLI and DEM/GIS-based data at a type oasis in Xinjiang, China 期刊论文
发表期刊: EUROPEAN JOURNAL OF REMOTE SENSING. 出版年: 2021, 卷号: 54, 期号: 1, 页码: 158-181
作者:  Wei, Yang;  Ding, Jianli;  Yang, Shengtian;  Yang, Xiaodong;  Wang, Fei
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Soil salinity  machine learning  arid regions  Landsat OLI  spatial heterogeneity  
Characterizing soil salinity at multiple depth using electromagnetic induction and remote sensing data with random forests: A case study in Tarim River Basin of southern Xinjiang, China 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 754
作者:  Wang, Fei;  Yang, Shengtian;  Wei, Yang;  Shi, Qian;  Ding, Jianli
收藏  |  浏览/下载：26/0  |  提交时间：2021/01/07
Soil salinity  Electromagnetic induction (EMI)  Digital soil mapping  Random forest  Harmonized World Soil Database  Tarim River Basin  
Changes in Glacial Meltwater Runoff and Its Response to Climate Change in the Tianshan Region Detected Using Unmanned Aerial Vehicles (UAVs) and Satellite Remote Sensing 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 13
作者:  Wufu, Adilai;  Chen, Yun;  Yang, Shengtian;  Lou, Hezhen;  Wang, Pengfei;  Li, Chaojun;  Wang, Juan;  Ma, Ligang
收藏  |  浏览/下载：13/0  |  提交时间：2021/07/30
climate change  discharge  remote sensing hydrological station  river section  trend  
Impact of human activities on coastal groundwater pollution in the Yang-Dai River plain, northern China 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2020, 卷号: 27, 期号: 30, 页码: 37592-37613
作者:  He, Zekang;  Han, Dongmei;  Song, Xianfang;  Yang, Shengtian
收藏  |  浏览/下载：3/0  |  提交时间：2021/01/07
Agricultural activities  Coastal aquifer  Freshening process  Groundwater hydrochemistry  Salinization  
Lake water volume fluctuations in response to climate change in Xinjiang, China from 2002 to 2018 期刊论文
发表期刊: PEERJ. 出版年: 2020, 卷号: 8
作者:  Wufu, Adilai;  Wang, Hongwei;  Chen, Yun;  Rusuli, Yusufujiang;  Ma, Ligang;  Yang, Shengtian;  Zhang, Fei;  Wang, Dan;  Li, Qian;  Li, Yinbo
收藏  |  浏览/下载：4/0  |  提交时间：2021/01/07
Lake volume change  Arid region  Large scale  Altitude  Altimetry data  
Using Apparent Electrical Conductivity as Indicator for Investigating Potential Spatial Variation of Soil Salinity across Seven Oases along Tarim River in Southern Xinjiang, China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 16
作者:  Ding, Jianli;  Yang, Shengtian;  Shi, Qian;  Wei, Yang;  Wang, Fei
收藏  |  浏览/下载：1/0  |  提交时间：2021/01/07
apparent soil electrical conductivity  random forest  Tarim river  digital soil mapping  oasis  
Performance of an Unmanned Aerial Vehicle (UAV) in Calculating the Flood Peak Discharge of Ephemeral Rivers Combined with the Incipient Motion of Moving Stones in Arid Ungauged Regions 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 10
作者:  Yang, Shengtian;  Li, Chaojun;  Lou, Hezhen;  Wang, Pengfei;  Wang, Juan;  Ren, Xiaoyu
收藏  |  浏览/下载：6/0  |  提交时间：2021/01/07
UAV remote sensing  Ephemeral rivers  flood peak discharge  incipient motion  arid ungauged regions  
Multi-algorithm comparison for predicting soil salinity 期刊论文
发表期刊: GEODERMA. 出版年: 2020, 卷号: 365
作者:  Wang, Fei;  Shi, Zhou;  Biswas, Asim;  Yang, Shengtian;  Ding, Jianli
收藏  |  浏览/下载：22/0  |  提交时间：2020/05/22
Soil salinization  Predictive mapping  Environmental covariates  Algorithms  Random forest