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Application of remote sensing techniques and machine learning algorithms in dust source detection and dust source susceptibility mapping 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2020, 卷号: 56
作者:  Boroughani, Mahdi;  Pourhashemi, Sima;  Hashemi, Hossein;  Salehi, Mahdi;  Amirahmadi, Abolghasem;  Asadi, Mohammad Ali Zangane;  Berndtsson, Ronny
收藏  |  浏览/下载：5/0  |  提交时间：2020/05/22
Dust source  Frequency ratio (FR)  Weights of evidence (WOE)  Random Forest (RF)  Remote sensing  Iran  
Water Resources Management Through Flood Spreading Project Suitability Mapping Using Frequency Ratio, k-nearest Neighbours, and Random Forest Algorithms 期刊论文
发表期刊: NATURAL RESOURCES RESEARCH. 出版年: 2020, 卷号: 29, 期号: 3, 页码: 1915-1933
作者:  Naghibi, Seyed Amir;  Vafakhah, Mehdi;  Hashemi, Hossein;  Pradhan, Biswajeet;  Alavi, Seyed Jalil
收藏  |  浏览/下载：11/0  |  提交时间：2020/07/01
Flood spreading project  Artificial recharge  Random forest  Hydrogeology  Data mining  
Application of extreme gradient boosting and parallel random forest algorithms for assessing groundwater spring potential using DEM-derived factors 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2020, 卷号: 589
作者:  Naghibi, Seyed Amir;  Hashemi, Hossein;  Berndtsson, Ronny;  Lee, Saro
收藏  |  浏览/下载：4/0  |  提交时间：2021/01/07
Groundwater potential  Data scarcity  Parallel random forest  Extreme gradient boosting  GIS