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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  
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
Favorite  |  View/Download:0/0  |  Submit date:2021/07/30
Soil salinity  machine learning  arid regions  Landsat OLI  spatial heterogeneity  
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
Creator:  Wei, Yang;  Shi, Zhou;  Biswas, Asim;  Yang, Shengtian;  Ding, Jianli;  Wang, Fei
Favorite  |  View/Download:0/0  |  Submit date: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
Creator:  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
Favorite  |  View/Download:4/0  |  Submit date:2020/03/23
Sentinel-2  Soil salinity  Red-edge  Spectral indices  Remote sensing  
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
Creator:  李艳菊;  丁建丽;  米热古力·艾尼瓦尔
Favorite  |  View/Download:2/0  |  Submit date:2019/11/29
soil salinity  oasis  decision tree  Kriging  grey relation analysis  
基于RF和SGT算法的子区优先建模对绿洲尺度土壤盐度预测精度的影响 期刊论文
发表期刊: 中国农业科学. 出版年: 2018, 卷号: 51, 期号: 24, 页码: 4659-4676
Creator:  王飞;  杨胜天;  魏阳;  杨晓东;  丁建丽
Favorite  |  View/Download:4/0  |  Submit date:2019/11/29
Landsat OLI  soil salinity  machine learning  arid regions  Landsat OLI  spatial heterogeneity  Random Forest  Stochastic Gradient Treeboost  
渭干河绿洲不同土地利用类型土壤盐分的变化特征分析 期刊论文
发表期刊: 干旱区地理. 出版年: 2018, 卷号: 41, 期号: 2, 页码: 349-357
Creator:  王丹丹;  于志同;  程猛;  赵成义;  丁建丽;  张小雷
Favorite  |  View/Download:1/0  |  Submit date:2019/11/29
soil salinity  spatial variability  salinization  Weigan River Oasis  
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
Creator:  Nurmemet, Ilyas;  Sagan, Vasit;  Ding, Jian-Li;  Halik, Umut;  Abliz, Abdulla;  Yakup, Zaytungul
Favorite  |  View/Download:1/0  |  Submit date:2019/11/29
soil salinity  classification  PolSAR data  Keriya Oasis  decomposition  
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
Creator:  Wang, Jingzhe;  Ding, Jianli;  Abulimiti, Aerzuna;  Cai, Lianghong
Favorite  |  View/Download:4/0  |  Submit date:2019/11/29
Ebinur Lake  RF  VIS-NIR  PLSR  Soil salinity  Machine learning  Wetland