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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  
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  
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  
Predicting total dissolved salts and soluble ion concentrations in agricultural soils using portable visible near-infrared and mid-infrared spectrometers 期刊论文
发表期刊: BIOSYSTEMS ENGINEERING. 出版年: 2016, 卷号: 152, 页码: 94-103
作者:  Peng, Jie;  Ji, Wenjun;  Ma, Ziqiang;  Li, Shuo;  Chen, Songchao;  Zhou, Lianqing;  Shi, Zhou
收藏  |  浏览/下载：2/0  |  提交时间：2019/11/29
Arid region  Soil salinization  Visible-near infrared spectroscopy  Mid-infrared spectroscopy  Partial least-square regression  Support vector machine