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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  
Using Apparent Electrical Conductivity as Indicator for Investigating Potential Spatial Variation of Soil Salinity across Seven Oases along Tarim River in Southern Xinjiang, China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 16
作者:  Ding, Jianli;  Yang, Shengtian;  Shi, Qian;  Wei, Yang;  Wang, Fei
收藏  |  浏览/下载：1/0  |  提交时间：2021/01/07
apparent soil electrical conductivity  random forest  Tarim river  digital soil mapping  oasis  
Machine learning-based detection of soil salinity in an arid desert region, Northwest China: A comparison between Landsat-8 OLI and Sentinel-2 MSI 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2020, 卷号: 707
作者:  Wang, Jingzhe;  Ding, Jianli;  Yu, Danlin;  Teng, Dexiong;  He, Bin;  Chen, Xiangyue;  Ge, Xiangyu;  Zhang, Zipeng;  Wang, Yi;  Yang, Xiaodong;  Shi, Tiezhu;  Su, Fenzhen
收藏  |  浏览/下载：27/0  |  提交时间：2020/05/22
Soil salinization  Sentinel-2 MSI  Landsat-8 OLI  Cubist  Remote sensing  Surface soil moisture  
Soil Moisture Retrival Based on Sentinel-1 Imagery under Sparse Vegetation Coverage 期刊论文
发表期刊: SENSORS. 出版年: 2019, 卷号: 19, 期号: 3
作者:  Huang, Shuai;  Ding, Jianli;  Zou, Jie;  Liu, Bohua;  Zhang, Junyong;  Chen, Wenqian
收藏  |  浏览/下载：15/0  |  提交时间：2019/11/29
microwave remote sensing  Sentinel-1  AIEM model  soil moisture  
Combining UAV-based hyperspectral imagery and machine learning algorithms for soil moisture content monitoring 期刊论文
发表期刊: PEERJ. 出版年: 2019, 卷号: 7
作者:  Ge, Xiangyu;  Wang, Jingzhe;  Ding, Jianli;  Cao, Xiaoyi;  Zhang, Zipeng;  Liu, Jie;  Li, Xiaohang
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/29
UAV  Precision farming  Hyperspectral imagery  Machine learning