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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
Creator:  Wei, Yang;  Ding, Jianli;  Yang, Shengtian;  Wang, Fei;  Wang, Chen
Favorite  |  View/Download:1/0  |  Submit date:2021/01/07
Scale-dependent relationships  Soil salinity  Discrete wavelet transform  Tarim basin  
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
Creator:  Wang, Fei;  Yang, Shengtian;  Wei, Yang;  Shi, Qian;  Ding, Jianli
Favorite  |  View/Download:7/0  |  Submit date:2021/01/07
Soil salinity  Electromagnetic induction (EMI)  Digital soil mapping  Random forest  Harmonized World Soil Database  Tarim River Basin  
Digital Mapping of Soil Organic Carbon Using Sentinel Series Data: A Case Study of the Ebinur Lake Watershed in Xinjiang 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 4
Creator:  Li, Xiaohang;  Ding, Jianli;  Liu, Jie;  Ge, Xiangyu;  Zhang, Junyong
Favorite  |  View/Download:0/0  |  Submit date:2021/07/30
machine learning  Sentinel-1A  Sentinel-2A  Sentinel-3A  soil organic carbon  digital soil mapping  
Soil salinization monitoring in the Werigan-Kuqa Oasis, China, based on a Three-Dimensional Feature Space Model with Machine Learning Algorithm. 期刊论文
发表期刊: REMOTE SENSING LETTERS. 出版年: 2021, 卷号: 12, 期号: 3, 页码: 269-277
Creator:  Yao, Yuan;  Ding, Jianli;  Wang, Shuang
Favorite  |  View/Download:1/0  |  Submit date:2021/03/08
Validation and comparison of high-resolution MAIAC aerosol products over Central Asia 期刊论文
发表期刊: ATMOSPHERIC ENVIRONMENT. 出版年: 2021, 卷号: 251
Creator:  Chen, Xiangyue;  Ding, Jianli;  Liu, Jie;  Wang, Jingzhe;  Ge, Xiangyu;  Wang, Rui;  Zuo, Hongchao
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AOD  MAIAC  DB  Spatiotemporal variation  Central Asia  
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
Creator:  Wei, Yang;  Ding, Jianli;  Yang, Shengtian;  Yang, Xiaodong;  Wang, Fei
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Soil salinity  machine learning  arid regions  Landsat OLI  spatial heterogeneity  
Estimating Agricultural Soil Moisture Content through UAV-Based Hyperspectral Images in the Arid Region 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 8
Creator:  Ge, Xiangyu;  Ding, Jianli;  Jin, Xiuliang;  Wang, Jingzhe;  Chen, Xiangyue;  Li, Xiaohang;  Liu, Jie;  Xie, Boqiang
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fractional-order derivatives  ensemble learning  hyperspectral data  precision agriculture  
Machine learning method for quick identification of water quality index (WQI) based on Sentinel-2 MSI data: Ebinur Lake case study 期刊论文
发表期刊: WATER SUPPLY. 出版年: 2021, 卷号: 21, 期号: 3, 页码: 1291-1312
Creator:  Li, Xiaohang;  Ding, Jianli;  Ilyas, Nurmemet
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machine learning  remote sensing reflectance  Sentinel-2 MSI  water quality index (WQI)  water quality parameter (WQP)  
Multi-algorithm comparison for predicting soil salinity 期刊论文
发表期刊: GEODERMA. 出版年: 2020, 卷号: 365
Creator:  Wang, Fei;  Shi, Zhou;  Biswas, Asim;  Yang, Shengtian;  Ding, Jianli
Favorite  |  View/Download:2/0  |  Submit date:2020/05/22
Soil salinization  Predictive mapping  Environmental covariates  Algorithms  Random forest  
Using MODIS data to analyse the ecosystem water use efficiency spatial-temporal variations across Central Asia from 2000 to 2014 期刊论文
发表期刊: ENVIRONMENTAL RESEARCH. 出版年: 2020, 卷号: 182
Creator:  Zou, Jie;  Ding, Jianli;  Welp, Martin;  Huang, Shuai;  Liu, Bohua
Favorite  |  View/Download:4/0  |  Submit date:2020/05/22
Ecosystem water use efficiency  Central Asia  Land cover type  Population density