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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
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  
Precipitation events determine the spatiotemporal distribution of playa surface salinity in arid regions: evidence from satellite data fused via the enhanced spatial and temporal adaptive reflectance fusion model 期刊论文
发表期刊: CATENA. 出版年: 2021, 卷号: 206
作者:  Han, Lijing;  Ding, Jianli;  Zhang, Junyong;  Chen, Panpan;  Wang, Jingzhe;  Wang, Yinghui;  Wang, Jinjie;  Ge, Xiangyu;  Zhang, Zipeng
收藏  |  浏览/下载：20/0  |  提交时间：2021/11/19
Enhanced spatial and temporal adaptive reflectance fusion model  Spatiotemporal fusion  Playa  Soil salinity  Precipitation  Google Earth Engine  
Updated information on soil salinity in a typical oasis agroecosystem and desert-oasis ecotone: Case study conducted along the Tarim River, China 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2020, 卷号: 716
作者:  Wei, Yang;  Shi, Zhou;  Biswas, Asim;  Yang, Shengtian;  Ding, Jianli;  Wang, Fei
收藏  |  浏览/下载：2/0  |  提交时间：2020/05/22
Soil salinity  Machine learning  Digital soil mapping  Tarim Basin  Harmonized world Soil Database  
Capability of Sentinel-2 MSI data for monitoring and mapping of soil salinity in dry and wet seasons in the Ebinur Lake region, Xinjiang, China 期刊论文
发表期刊: GEODERMA. 出版年: 2019, 卷号: 353, 页码: 172-187
作者:  Wang, Jingzhe;  Ding, Jianli;  Yu, Danlin;  Ma, Xuankai;  Zhang, Zipeng;  Ge, Xiangyu;  Teng, Dexiong;  Li, Xiaohang;  Liang, Jing;  Lizag, Ivan;  Chen, Xiangyue;  Yuan, Lin;  Guo, Yahui
收藏  |  浏览/下载：18/0  |  提交时间：2020/03/23
Sentinel-2  Soil salinity  Red-edge  Spectral indices  Remote sensing  
Comparison of machine learning algorithms for soil salinity predictions in three dryland oases located in Xinjiang Uyghur Autonomous Region (XJUAR) of China 期刊论文
发表期刊: EUROPEAN JOURNAL OF REMOTE SENSING. 出版年: 2019, 卷号: 52, 期号: 1, 页码: 256-276
作者:  Wang, Fei;  Yang, Shengtian;  Yang, Wei;  Yang, Xiaodong;  Ding Jianli
收藏  |  浏览/下载：1/0  |  提交时间：2021/11/30
Soil salinity  machine learning  oasis  Landsat OLI  digital elevation model  Xinjiang Uyghur autonomous region  
渭-库绿洲土壤剖面盐分分布特征及驱动因子分析 期刊论文
发表期刊: 灌溉排水学报. 出版年: 2019, 卷号: 38, 期号: 6, 页码: 58-65
作者:  李艳菊;  丁建丽;  米热古力·艾尼瓦尔
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/29
soil salinity  oasis  decision tree  Kriging  grey relation analysis  
Quantitative estimation of soil salinity by means of different modeling methods and visible-near infrared (VIS-NIR) spectroscopy, Ebinur Lake Wetland, Northwest China 期刊论文
发表期刊: PEERJ. 出版年: 2018, 卷号: 6
作者:  Wang, Jingzhe;  Ding, Jianli;  Abulimiti, Aerzuna;  Cai, Lianghong
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/29
Ebinur Lake  RF  VIS-NIR  PLSR  Soil salinity  Machine learning  Wetland  
A WFS-SVM Model for Soil Salinity Mapping in Keriya Oasis, Northwestern China Using Polarimetric Decomposition and Fully PolSAR Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2018, 卷号: 10, 期号: 4
作者:  Nurmemet, Ilyas;  Sagan, Vasit;  Ding, Jian-Li;  Halik, Umut;  Abliz, Abdulla;  Yakup, Zaytungul
收藏  |  浏览/下载：2/0  |  提交时间：2019/11/29
soil salinity  classification  PolSAR data  Keriya Oasis  decomposition