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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  
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：25/0  |  提交时间：2021/03/08
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  
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  
The Capability of Integrating Optical and Microwave Data for Detecting Soil Moisture in an Oasis Region 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 9
作者:  Huang, Shuai;  Ding, Jianli;  Liu, Bohua;  Ge, Xiangyu;  Wang, Jinjie;  Zou, Jie;  Zhang, Junyong
收藏  |  浏览/下载：6/0  |  提交时间：2020/08/14
sentinel-1 microwave remote sensing  Dubois model  topp model  ratio model  
Possibility of Zhuhai-1 Hyperspectral Imagery for Monitoring Salinized Soil Moisture Content Using Fractional Order Differentially Optimized Spectral Indices 期刊论文
发表期刊: WATER. 出版年: 2020, 卷号: 12, 期号: 12
作者:  Kahaer, Yasenjiang;  Tashpolat, Nigara;  Shi, Qingdong;  Liu, Suhong
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
Zhuhai-1 hyperspectral imagery  salinized soil moisture content  fractional order differential  optimized spectral indices  Ugan–  Kuqa Oasis  
Multi-algorithm comparison for predicting soil salinity 期刊论文
发表期刊: GEODERMA. 出版年: 2020, 卷号: 365
作者:  Wang, Fei;  Shi, Zhou;  Biswas, Asim;  Yang, Shengtian;  Ding, Jianli
收藏  |  浏览/下载：24/0  |  提交时间：2020/05/22
Soil salinization  Predictive mapping  Environmental covariates  Algorithms  Random forest  
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  
Distribution pattern of Tugai forests species diversity and their relationship to environmental factors in an arid area of China 期刊论文
发表期刊: PLOS ONE. 出版年: 2020, 卷号: 15, 期号: 5
作者:  Zeng, Yong;  Zhao, Chengyi;  Kundzewicz, Zbigniew W.;  Lv, Guanghui
收藏  |  浏览/下载：9/0  |  提交时间：2020/07/01
2001-2017年新疆NDVI变化及其对极端气候的响应 期刊论文
发表期刊: 水土保持通报. 出版年: 2020, 卷号: 40, 期号: 5
作者:  张晋霞;  徐长春;  杨秋萍
收藏  |  浏览/下载：4/0  |  提交时间：2021/08/05
normalized difference vegetation index (NDVI)  spatiotemporal dynamics  extreme temperature index  extreme precipitation index  Xinjiang Uygur Autonomous Region