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Comparison of the backpropagation network and the random forest algorithm based on sampling distribution effects consideration for estimating nonphotosynthetic vegetation cover 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2021, 卷号: 104
作者:  Guo Zi-chen;  Wang Tao;  Liu Shu-lin;  Kang Wen-ping;  Chen Xiang;  Feng Kun;  Zhi Ying
收藏  |  浏览/下载：6/0  |  提交时间：2021/11/29
UAV  Nonphotosynthetic vegetation cover  Mu Us sandy land  Random forests  Backpropagation neural network  The sampling distribution  
Soil salinity analysis of Urmia Lake Basin using Landsat-8 OLI and Sentinel-2A based spectral indices and electrical conductivity measurements 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2020, 卷号: 112
作者:  Gorji, Taha;  Yildirim, Aylin;  Hamzehpour, Nikou;  Tanik, Aysegul;  Sertel, Elif
收藏  |  浏览/下载：9/0  |  提交时间：2020/05/22
Soil salinity  Electrical conductivity data  Landsat-8 OLI  Sentinel-2A  Urmia basin  Soil salinity indices  
Aerosol optical depth retrieval over the city of Abu Dhabi, United Arab Emirates (UAE) using Landsat-8 OLI images 期刊论文
发表期刊: ATMOSPHERIC POLLUTION RESEARCH. 出版年: 2019, 卷号: 10, 期号: 4, 页码: 1075-1083
作者:  Omari, Khalid;  Abuelgasim, Abdelgadir;  Alhebsi, Khawla
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/29
Aerosol optical depth  Air pollution  Urban areas  Arid and semi-arid regions  
Assimilating optical satellite remote sensing images and field data to predict surface indicators in the Western US: Assessing error in satellite predictions based on large geographical datasets with the use of machine learning 期刊论文
发表期刊: REMOTE SENSING OF ENVIRONMENT. 出版年: 2019, 卷号: 233
作者:  Zhang, Junzhe;  Okin, Gregory S.;  Zhou, Bo
收藏  |  浏览/下载：7/0  |  提交时间：2020/03/23
Random forest  BLM  AIM and LMF  Drylands  Data assimilation  Remote sensing  k-Fold cross-validation