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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  
Measurement of Total Nitrogen Concentration in Surface Water Using Hyperspectral Band Observation Method 期刊论文
发表期刊: WATER. 出版年: 2020, 卷号: 12, 期号: 7
作者:  Liu, Changjiang;  Zhang, Fei;  Ge, Xiangyu;  Zhang, Xianlong;  Chan, Ngai Weng;  Qi, Yaxiao
收藏  |  浏览/下载:6/0  |  提交时间:2021/01/07
total nitrogen  hyperspectral  sensitive band  spectral index  PSO-SVM 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