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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  
Regional suitability prediction of soil salinization based on remote-sensing derivatives and optimal spectral index 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 775
作者:  Wang, Zheng;  Zhang, Fei;  Zhang, Xianlong;  Chan, Ngai Weng;  Kung, Hsiang-te;  Ariken, Muhadaisi;  Zhou, Xiaohong;  Wang, Yishan
收藏  |  浏览/下载：15/0  |  提交时间：2021/07/30
Gray correlation analysis  Landsat-8 OLI  Optimal spectral indices  Sentinel-2A MSI  Soil salinization  
Possibility of using multiscale normalized difference vegetation index data for the assessment of total suspended solids (TSS) concentrations in surface water: A specific case of scale issues in remote sensing 期刊论文
发表期刊: ENVIRONMENTAL RESEARCH. 出版年: 2021, 卷号: 194
作者:  Chen, Wenqian;  Wang, Jingzhe;  Cao, Xiaoyi;  Ran, Haofan;  Teng, Dexiong;  Chen, Jing;  He, Xiao;  Zheng, Xuan
收藏  |  浏览/下载：18/0  |  提交时间：2021/07/30
Arid region  Total suspended solids  Remote sensing  Sentinel-2  Normalized difference vegetation index  
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：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  
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
Using Sentinel-2 Images to Map the Populus euphratica Distribution Based on the Spectral Difference Acquired at the Key Phenological Stage 期刊论文
发表期刊: FORESTS. 出版年: 2021, 卷号: 12, 期号: 2
作者:  Li, Hao;  Shi, Qingdong;  Wan, Yanbo;  Shi, Haobo;  Imin, Bilal
收藏  |  浏览/下载：17/0  |  提交时间：2021/07/30
remote sensing  desert plant  tree species  time window  vegetation index  
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
作者:  Chen, Xiangyue;  Ding, Jianli;  Liu, Jie;  Wang, Jingzhe;  Ge, Xiangyu;  Wang, Rui;  Zuo, Hongchao
收藏  |  浏览/下载：20/0  |  提交时间：2021/07/30
AOD  MAIAC  DB  Spatiotemporal variation  Central Asia  
Changes in Glacial Meltwater Runoff and Its Response to Climate Change in the Tianshan Region Detected Using Unmanned Aerial Vehicles (UAVs) and Satellite Remote Sensing 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 13
作者:  Wufu, Adilai;  Chen, Yun;  Yang, Shengtian;  Lou, Hezhen;  Wang, Pengfei;  Li, Chaojun;  Wang, Juan;  Ma, Ligang
收藏  |  浏览/下载：13/0  |  提交时间：2021/07/30
climate change  discharge  remote sensing hydrological station  river section  trend