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Integrating Remote Sensing and Landscape Characteristics to Estimate Soil Salinity Using Machine Learning Methods: A Case Study from Southern Xinjiang, China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 24
作者:  Wang, Nan;  Xue, Jie;  Peng, Jie;  Biswas, Asim;  He, Yong;  Shi, Zhou
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
soil salinity  remote sensing  machine learning  predictive mapping  
Comparison of spectral and spatial-based approaches for mapping the local variation of soil moisture in a semi-arid mountainous area 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2020, 卷号: 724
作者:  Fathololoumi, Solmaz;  Vaezi, Ali Reza;  Alavipanah, Seyed Kazem;  Ghorbani, Ardavan;  Biswas, Asim
收藏  |  浏览/下载：4/0  |  提交时间：2021/01/07
Soil moisture  Interpolation methods  Regression  Variable importance  Vector machine  Uncertainty  
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  
Estimating soil salinity from remote sensing and terrain data in southern Xinjiang Province, China 会议论文
会议名称: Pedometrics Conference. 会议地点: Wageningen, NETHERLANDS. 会议日期: JUN 26-JUL 01, 2017
作者:  Peng, Jie;  Biswas, Asim;  Jiang, Qingsong;  Zhao, Ruiying;  Hu, Jie;  Hu, Bifeng;  Shi, Zhou
收藏  |  浏览/下载：7/0  |  提交时间：2019/12/09
Soil salinization  Cubist  Partial least squares regression  Remote sensing  Digital soil mapping  
Characterising dryland salinity in three dimensions 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2019, 卷号: 682, 页码: 190-199
作者:  Jiang, Qingsong;  Peng, Jie;  Biswas, Asim;  Hu, Jie;  Zhao, Ruiying;  He, Kang;  Shi, Zhou
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/29
Digital soil mapping  Electromagnetic induction  Electrical conductivity  Soil salinity  Three-dimensional inversion  
Estimating soil salinity from remote sensing and terrain data in southern Xinjiang Province, China 会议论文
会议名称: Pedometrics Conference. 会议地点: Wageningen, NETHERLANDS. 会议日期: JUN 26-JUL 01, 2017
作者:  Peng, Jie;  Biswas, Asim;  Jiang, Qingsong;  Zhao, Ruiying;  Hu, Jie;  Hu, Bifeng;  Shi, Zhou
收藏  |  浏览/下载：6/0  |  提交时间：2019/12/09
Soil salinization  Cubist  Partial least squares regression  Remote sensing  Digital soil mapping  
Estimating soil salinity from remote sensing and terrain data in southern Xinjiang Province, China 期刊论文
发表期刊: GEODERMA. 出版年: 2019, 卷号: 337, 页码: 1309-1319
作者:  Peng, Jie;  Biswas, Asim;  Jiang, Qingsong;  Zhao, Ruiying;  Hu, Jie;  Hu, Bifeng;  Shi, Zhou
收藏  |  浏览/下载：21/0  |  提交时间：2019/11/29
Soil salinization  Cubist  Partial least squares regression  Remote sensing  Digital soil mapping