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Aerosol optical depth (AOD): spatial and temporal variations and association with meteorological covariates in Taklimakan desert, China 期刊论文
发表期刊: PEERJ. 出版年: 2021, 卷号: 9
作者:  Li, Jinglong;  Ge, Xiangyu;  He, Qing;  Abbas, Alim
收藏  |  浏览/下载：13/0  |  提交时间：2021/03/08
Aerosol optical depth (AOD)  Dust aerosol  Spatiotemporal distribution  Impact factors  
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
作者:  Li, Xiaohang;  Ding, Jianli;  Liu, Jie;  Ge, Xiangyu;  Zhang, Junyong
收藏  |  浏览/下载：28/0  |  提交时间：2021/07/30
machine learning  Sentinel-1A  Sentinel-2A  Sentinel-3A  soil organic carbon  digital soil mapping  
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：25/0  |  提交时间：2021/01/07
Soil salinity  Electromagnetic induction (EMI)  Digital soil mapping  Random forest  Harmonized World Soil Database  Tarim River Basin  
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
作者:  Yao, Yuan;  Ding, Jianli;  Wang, Shuang
收藏  |  浏览/下载：23/0  |  提交时间：2021/03/08
Spatial Distribution and Structural Characteristics for Haloxylon ammodendron Plantation on the Southwestern Edge of the Gurbantunggut Desert 期刊论文
发表期刊: FORESTS. 出版年: 2021, 卷号: 12, 期号: 5
作者:  Song, Chunwu;  Li, Congjuan;  Halik, Umut;  Xu, Xinwen;  Lei, Jiaqiang;  Zhou, Zhibin;  Fan, Jinglong
收藏  |  浏览/下载：32/0  |  提交时间：2021/07/30
spatial patterns  population dynamics  planting density  Haloxylon ammodendron plantation  
Spatio-temporal changes of AOD in Xinjiang of China from 2000 to 2019: Which factor is more influential, natural factor or human factor? 期刊论文
发表期刊: PLOS ONE. 出版年: 2021, 卷号: 16, 期号: 8
作者:  Li, Jinglong;  He, Qing;  Ge, Xiangyu;  Abbas, Alim;  Jin, Lili
收藏  |  浏览/下载：5/0  |  提交时间：2021/11/19
Bivariate empirical mode decomposition of the spatial variation in the soil organic matter content: A case study from NW China 期刊论文
发表期刊: CATENA. 出版年: 2021, 卷号: 206
作者:  Zhang, Zipeng;  Ding, Jianli;  Zhu, Chuanmei;  Chen, Xiangyue;  Wang, Jingzhe;  Han, Lijing;  Ma, Xu;  Xu, Dong
收藏  |  浏览/下载：2/0  |  提交时间：2021/11/19
Mountain-Oasis-Desert System  Digital soil mapping  Multi-scale analysis  Fast Fourier transform  Redundancy analysis  
Estimation of Crop Water Requirement Based on Planting Structure Extraction from Multi-Temporal MODIS EVI 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2021, 卷号: 35, 期号: 7, 页码: 2231-2247
作者:  Xu, Changchun;  Zhang, Xicheng;  Zhang, Jinxia;  Chen, Yapeng;  Yami, Teshome L.;  Hong, Yang
收藏  |  浏览/下载：10/0  |  提交时间：2021/07/30
Crop water requirement  Penman-Monteith  Remote sensing  Phenological characteristics  Savitzky-Golay filter  HANTS  
Spatio-Temporal Changes of Land Surface Temperature and the Influencing Factors in the Tarim Basin, Northwest China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 19
作者:  Abbas, Alim;  He, Qing;  Jin, Lili;  Li, Jinglong;  Salam, Akida;  Lu, Bo;  Yasheng, Yierpanjiang
收藏  |  浏览/下载：5/0  |  提交时间：2021/11/29
land surface temperature  Tarim Basin  random forest  influencing factor