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Comparison of new individual and hybrid machine learning algorithms for modeling and mapping fire hazard: a supplementary analysis of fire hazard in different counties of Golestan Province in Iran 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2020, 卷号: 104, 期号: 1, 页码: 305-327
作者:  Eskandari, Saeedeh;  Amiri, Mahdis;  Sadhasivam, Nitheshnirmal;  Pourghasemi, Hamid Reza
收藏  |  浏览/下载：26/0  |  提交时间：2021/01/07
Fire hazard mapping  Individual and hybrid modeling  Effective factors  XGBoost  Machine learning  Distance to urban areas (DTU)  
Relations of land cover, topography, and climate to fire occurrence in natural regions of Iran: Applying new data mining techniques for modeling and mapping fire danger 期刊论文
发表期刊: FOREST ECOLOGY AND MANAGEMENT. 出版年: 2020, 卷号: 473
作者:  Eskandari, Saeedeh;  Pourghasemi, Hamid Reza;  Tiefenbacher, John P.
收藏  |  浏览/下载：26/0  |  提交时间：2021/01/07
Land cover  Effective factors  Data mining techniques  Fire danger mapping  Boruta algorithm  Sentinel-2A satellite images  
Application of a CA-based model to predict the fire front in Hyrcanian forests of Iran 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2016, 卷号: 9, 期号: 17
作者:  Eskandari, Saeedeh
Adobe PDF(2443Kb)  |  收藏  |  浏览/下载：16/4  |  提交时间：2019/11/29
Cellular Automata (CA)  District Three of Neka-Zalemroud (DTNZ) forests  Fire front model  Fire simulation  Geographic Information System (GIS)