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Regional suitability prediction of soil salinization based on remote-sensing derivatives and optimal spectral index 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 775
作者:  Wang, Zheng;  Zhang, Fei;  Zhang, Xianlong;  Chan, Ngai Weng;  Kung, Hsiang-te;  Ariken, Muhadaisi;  Zhou, Xiaohong;  Wang, Yishan
收藏  |  浏览/下载：17/0  |  提交时间：2021/07/30
Gray correlation analysis  Landsat-8 OLI  Optimal spectral indices  Sentinel-2A MSI  Soil salinization  
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：22/0  |  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  
Application of Image Filtering Operator in Extraction of Soil Salinization Information 期刊论文
发表期刊: LASER & OPTOELECTRONICS PROGRESS. 出版年: 2020, 卷号: 57, 期号: 4
作者:  Wang Zheng;  Zhang Fei;  Zhang Xianlong;  Wang Yishan
收藏  |  浏览/下载：3/0  |  提交时间：2021/01/08
remote sensing  salinization  image classification  filtering  support vector machine  
Quantitative Evaluation of Spatial and Temporal Variation of Soil Salinization Risk Using GIS-Based Geostatistical Method 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 15
作者:  Wang, Zheng;  Zhang, Fei;  Zhang, Xianlong;  Chan, Ngai Weng;  Kung, Hsiang-te;  Zhou, Xiaohong;  Wang, Yishan
收藏  |  浏览/下载：4/0  |  提交时间：2021/01/07
remote sensing  soil salinization risk  plant senescence reflectance index  kriging  eco-environment  
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  
Estimation of surface water quality parameters based on hyper-spectral and 3D-EEM fluorescence technologies in the Ebinur Lake Watershed, China 期刊论文
发表期刊: PHYSICS AND CHEMISTRY OF THE EARTH. 出版年: 2020, 卷号: 118
作者:  Zhang, Fei;  Wang, Xiaoping;  Chen, Yun;  Airiken, Muhadaisi
收藏  |  浏览/下载：5/0  |  提交时间：2021/01/07
Back propagation-artificial neural network (BPANN)  Three-dimensional excitation-emission matrix (3D-EEM)  Fluorescence spectral  Hyper-spectral  Water quality parameters (WQPs)  
Estimation of soil salt content using machine learning techniques based on remote-sensing fractional derivatives, a case study in the Ebinur Lake Wetland National Nature Reserve, Northwest China 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2020, 卷号: 119
作者:  Wang, Zheng;  Zhang, Xianlong;  Zhang, Fei;  Ngai Weng Chan;  Kung, Hsiang-te;  Liu, Suhong;  Deng, Laifei
收藏  |  浏览/下载：12/0  |  提交时间：2021/01/07
Remote sensing  Particle swarm optimization  Support vector machine (SVM)  Fractional derivative  Soil salt content  Hyperspectral index  
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