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A spatially explicit analytical framework to assess wildfire risks on brown bear habitat and corridors in conservation areas 期刊论文
发表期刊: FIRE ECOLOGY. 出版年: 2022, 卷号: 18, 期号: 1
作者:  Khosravi, Rasoul;  Pourghasemi, Hamid Reza;  Adavoudi, Roya;  Julaie, Leila;  Wan, Ho Yi
收藏  |  浏览/下载：27/0  |  提交时间：2022/03/17
Biodiversity conservation  Conservation area  Disturbance ecology  Fire ecology  Fire risk mapping  Risk assessment  Species distribution model  Ursus arctos  
Groundwater recharge potential zonation using an ensemble of machine learning and bivariate statistical models 期刊论文
发表期刊: SCIENTIFIC REPORTS. 出版年: 2021, 卷号: 11, 期号: 1
作者:  Jaafarzadeh, Maryam Sadat;  Tahmasebipour, Naser;  Haghizadeh, Ali;  Pourghasemi, Hamid Reza;  Rouhani, Hamed
收藏  |  浏览/下载：13/0  |  提交时间：2021/11/29
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：15/0  |  提交时间：2021/01/07
Fire hazard mapping  Individual and hybrid modeling  Effective factors  XGBoost  Machine learning  Distance to urban areas (DTU)  
A comparison of machine learning models for the mapping of groundwater spring potential 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2020, 卷号: 79, 期号: 10
作者:  Al-Fugara, A';  kif;  Pourghasemi, Hamid Reza;  Al-Shabeeb, Abdel Rahman;  Habib, Maan;  Al-Adamat, Rida;  AI-Amoush, Hani;  Collins, Adrian L.
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/01
Machine learning models  Groundwater mapping  Geographic information system  Variable importance  Jordan  
Using machine learning algorithms to map the groundwater recharge potential zones 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL MANAGEMENT. 出版年: 2020, 卷号: 265
作者:  Pourghasemi, Hamid Reza;  Sadhasivam, Nitheshnirmal;  Yousefi, Saleh;  Tavangar, Shahla;  Nazarlou, Hamid Ghaffari;  Santosh, M.
收藏  |  浏览/下载：2/0  |  提交时间：2021/01/07
Groundwater recharge  Machine learning algorithms  Variable importance  LASSO  
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：15/0  |  提交时间：2021/01/07
Land cover  Effective factors  Data mining techniques  Fire danger mapping  Boruta algorithm  Sentinel-2A satellite images  
Land subsidence susceptibility assessment using random forest machine learning algorithm 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2019, 卷号: 78, 期号: 16
作者:  Mohammady, Majid;  Pourghasemi, Hamid Reza;  Amiri, Mojtaba
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/29
Land subsidence  Random forest  Groundwater  Mean decrease Gini  Iran  
GIS-based susceptibility assessment of the occurrence of gully headcuts and pipe collapses in a semi-arid environment: Golestan Province, NE Iran 期刊论文
发表期刊: LAND DEGRADATION & DEVELOPMENT. 出版年: 2019, 卷号: 30, 期号: 18, 页码: 2211-2225
作者:  Kariminejad, Narges;  Hosseinalizadeh, Mohsen;  Pourghasemi, Hamid Reza;  Bernatek-Jakiel, Anita;  Alinejad, Mohammad
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/29
gully erosion  loess  piping  random forest model  susceptibility modelling  unmanned aerial vehicle  
A comparison between ten advanced and soft computing models for groundwater qanat potential assessment in Iran using R and GIS 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2018, 卷号: 131, 期号: 3-4, 页码: 967-984
作者:  Naghibi, Seyed Amir;  Pourghasemi, Hamid Reza;  Abbaspour, Karim
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
Groundwater mapping  Soft computing models  Geographic information system  Iran  
Application of GIS-based data driven random forest and maximum entropy models for groundwater potential mapping: A case study at Mehran Region, Iran 期刊论文
发表期刊: CATENA. 出版年: 2016, 卷号: 137, 页码: 360-372
作者:  Rahmati, Omid;  Pourghasemi, Hamid Reza;  Melesse, Assefa M.
Adobe PDF(3912Kb)  |  收藏  |  浏览/下载：28/20  |  提交时间：2019/11/29
Groundwater potential  Random forest (RF)  Maximum entropy (ME)  GIS  Mehran Region  Iran