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| Landslide susceptibility assessment and mapping using state-of-the art machine learning techniques 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者: Pourghasemi H.R.; Sadhasivam N.; Amiri M.; Eskandari S.; Santosh M.
  收藏 | 浏览/下载：51/0 | 提交时间：2021/09/01
Boosted regression tree Functional discriminant analysis Generalized linear model Landslides Mixture discriminant analysis Partial least square |
| 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：190/0 | 提交时间：2021/09/01
Data mining Egypt Floods GIS Modeling Remote sensing Susceptibility |
| Morphometry of AFs in upstream and downstream of floods in Gribayegan, Iran 期刊论文
Natural Hazards, 2021, 卷号: 108, 期号: 1
作者: Mokarram M.; Pourghasemi H.R.; Tiefenbacher J.P.
收藏 | 浏览/下载：32/0 | 提交时间：2021/09/01
Alluvial fan (AF) Flood spreading GMDH algorithm Gribayegan plain Morphometric characteristics PCA method |
| 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：29/0 | 提交时间：2021/09/01
Distance to urban areas (DTU) Effective factors Fire hazard mapping Individual and hybrid modeling Machine learning XGBoost |
| Using Dempster–Shafer theory to model earthquake events 期刊论文
Natural Hazards, 2020, 卷号: 103, 期号: 2
作者: Mokarram M.; Pourghasemi H.R.; Tiefenbacher J.P.
收藏 | 浏览/下载：58/0 | 提交时间：2021/09/01
Dempster–Shafer theory (DST) Earthquakes Fuzzy mapping Geographic information system (GIS) Spatial modeling |
| 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：43/0 | 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：183/0 | 提交时间：2020/12/08 |
