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Flood susceptibility prediction using four machine learning techniques and comparison of their performance at Wadi Qena Basin, Egypt 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 1
作者:  El-Haddad B.A.;  Youssef A.M.;  Pourghasemi H.R.;  Pradhan B.;  El-Shater A.-H.;  El-Khashab M.H.
收藏  |  浏览/下载：100/0  |  提交时间：2021/09/01
Data mining  Egypt  Floods  GIS  Modeling  Remote sensing  Susceptibility  
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
Natural Hazards, 2020, 卷号: 104, 期号: 1
作者:  Eskandari S.;  Amiri M.;  Sãdhasivam N.;  Pourghasemi H.R.
收藏  |  浏览/下载：23/0  |  提交时间：2021/09/01
Distance to urban areas (DTU)  Effective factors  Fire hazard mapping  Individual and hybrid modeling  Machine learning  XGBoost  
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
, 2020, 卷号: 473
作者:  Eskandari S.;  Pourghasemi H.R.;  Tiefenbacher J.P.
收藏  |  浏览/下载：35/0  |  提交时间：2020/07/28
Agricultural robots  Climate models  Data mining  Decision making  Decision trees  Forestry  Highway administration  Land use  Learning algorithms  Location  Managers  Maximum likelihood  Support vector machines  Topography  Area under the curves  Data mining algorithm  Functional data analysis  Generalized linear model  Maximum likelihood algorithm  MODIS satellite images  Strategic decision making  Topographic wetness index  Fires  algorithm  climate change  data acquisition  data mining  decision making  fire  forest management  forestry modeling  GIS  land cover  land use planning  mapping method  maximum likelihood analysis  MODIS  numerical model  satellite imagery  Sentinel  topography  Zagros  
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
Forest Ecology and Management, 2020, 卷号: 473
作者:  Eskandari S.;  Pourghasemi H.R.;  Tiefenbacher J.P.
收藏  |  浏览/下载：92/0  |  提交时间：2020/12/08