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Application of proximal sensing approach to predict cation exchange capacity of calcareous soils using linear and nonlinear data mining algorithms 期刊论文
发表期刊: JOURNAL OF SOILS AND SEDIMENTS. 出版年: 2024, 卷号: 24, 期号: 6, 页码: 2248-2267
作者:  Karami, Ali;  Moosavi, Ali Akbar;  Pourghasemi, Hamid Reza;  Ronaghi, Abdolmajid;  Ghasemi-Fasaei, Reza;  Lado, Marcos
收藏  |  浏览/下载：34/0  |  提交时间：2024/10/04
Multiblock analysis  Partial least squares regression  Pedotransfer functions  Spectrotransfer function  Stepwise multiple linear regression  Support vector regression  Soil spectroscopy  
Evaluating land degradation by gully erosion through soil erosion indices and rainfall thresholds 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2023, 卷号: 117, 期号: 3, 页码: 3353-3369
作者:  Kariminejad, Narges;  Pourghasemi, Hamid Reza;  Hosseinalizadeh, Mohsen;  Rossi, Mauro;  Mondini, Alessandro
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
Gully erosion  LANDPLANER model  Geomorphic analysis  Land use  Erosion index  Topographic threshold  
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：45/0  |  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：29/0  |  提交时间：2021/11/29
Change detection in piping, gully head forms, and mechanisms 期刊论文
发表期刊: CATENA. 出版年: 2021, 卷号: 206
作者:  Kariminejad, Narges;  Hosseinalizadeh, Mohsen;  Pourghasemi, Hamid Reza;  Tiefenbacher, John P.
收藏  |  浏览/下载：18/0  |  提交时间：2021/11/19
Geomorphic system  Torrential rainfall  Spatial pattern  Piping  Head cut  Loess-derived soils  
Determining and forecasting drought susceptibility in southwestern Iran using multi-criteria decision-making (MCDM) coupled with CA-Markov model 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 781
作者:  Mokarram, Marzieh;  Pourghasemi, Hamid Reza;  Hu, Ming;  Zhang, Huichun
收藏  |  浏览/下载：20/0  |  提交时间：2021/11/29
Drought  Fuzzy method  AHP method  Best search method  CA-Markov  Southwestern Iran  
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：27/0  |  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：24/0  |  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：9/0  |  提交时间：2021/01/07
Groundwater recharge  Machine learning algorithms  Variable importance  LASSO  
Gully head modelling in Iranian Loess Plateau under different scenarios 期刊论文
发表期刊: CATENA. 出版年: 2020, 卷号: 194
作者:  Kariminejad, Narges;  Rossi, Mauro;  Hosseinalizadeh, Mohsen;  Pourghasemi, Hamid Reza;  Santosh, M.
收藏  |  浏览/下载：15/0  |  提交时间：2021/01/07
LANDPLANER  Gully head  Rainfall  Curve number