Works by Pourghasemi, Hamid Reza

Results: 110

Efficiency of maximum entropy algorithm and GIS in assessing the landslide susceptibility.

Published in:

Journal of Water & Soil Conservation, 2022, v. 28, n. 4, p. 53, doi. 10.22069/jwsc.2022.19292.3478

By:

Amiri, Mahdis;
Asgari, Hamid Reza;
Pourghasemi, Hamid Reza;
Komaki, Chooghi Bairam

Publication type:

Article

Harnessing the Power of Remote Sensing and Unmanned Aerial Vehicles: A Comparative Analysis for Soil Loss Estimation on the Loess Plateau.

Published in:

Drones (2504-446X), 2023, v. 7, n. 11, p. 659, doi. 10.3390/drones7110659

By:

Kariminejad, Narges;
Kazemi Garajeh, Mohammad;
Hosseinalizadeh, Mohsen;
Golkar, Foroogh;
Pourghasemi, Hamid Reza

Publication type:

Article

Author Correction: Using machine learning to predict processes and morphometric features of watershed.

Published in:

2023

By:

Mokarram, Marzieh;
Pourghasemi, Hamid Reza;
Tiefenbacher, John P.

Publication type:

Correction Notice

Using machine learning to predict processes and morphometric features of watershed.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-35634-2

By:

Mokarram, Marzieh;
Pourghasemi, Hamid Reza;
Tiefenbacher, John P.

Publication type:

Article

Testing a New Ensemble Model Based on SVM and Random Forest in Forest Fire Susceptibility Assessment and Its Mapping in Serbia's Tara National Park.

Published in:

Forests (19994907), 2019, v. 10, n. 5, p. 408, doi. 10.3390/f10050408

By:

Gigović, Ljubomir;
Pourghasemi, Hamid Reza;
Drobnjak, Siniša;
Bai, Shibiao

Publication type:

Article

Mapping soil erosion susceptibility: a comparison of neural networks and fuzzy-AHP techniques.

Published in:

Environmental Earth Sciences, 2024, v. 83, n. 19, p. 1, doi. 10.1007/s12665-024-11869-8

By:

Mokarram, Marzieh;
Pourghasemi, Hamid Reza;
Tiefenbacher, John P.;
Pham, Tam Minh

Publication type:

Article

RUSLE model coupled with RS-GIS for soil erosion evaluation compared with T value in Southwest Iran.

Published in:

Arabian Journal of Geosciences, 2021, v. 14, n. 3, p. 1, doi. 10.1007/s12517-020-06405-4

By:

Ostovari, Yaser;
Moosavi, Ali Akbar;
Mozaffari, Hasan;
Pourghasemi, Hamid Reza

Publication type:

Article

RUSLE model coupled with RS-GIS for soil erosion evaluation compared with T value in Southwest Iran.

Published in:

Arabian Journal of Geosciences, 2021, v. 14, n. 2, p. 1, doi. 10.1007/s12517-020-06405-4

By:

Ostovari, Yaser;
Moosavi, Ali Akbar;
Mozaffari, Hasan;
Pourghasemi, Hamid Reza

Publication type:

Article

Correction to: Comparing performance of random forest and adaptive neuro-fuzzy inference system data mining models for flood susceptibility mapping.

Published in:

2020

By:

Vafakhah, Mehdi;
Mohammad Hasani Loor, Sajad;
Pourghasemi, Hamid Reza;
Katebikord, Azadeh

Publication type:

Correction Notice

Analysis and evaluation of landslide susceptibility: a review on articles published during 2005-2016 (periods of 2005-2012 and 2013-2016).

Published in:

Arabian Journal of Geosciences, 2018, v. 11, n. 9, p. 1, doi. 10.1007/s12517-018-3531-5

By:

Pourghasemi, Hamid Reza;
Teimoori Yansari, Zeinab;
Panagos, Panos;
Pradhan, Biswajeet

Publication type:

Article

Optimal flood susceptibility model based on performance comparisons of LR, EGB, and RF algorithms.

Published in:

Natural Hazards, 2023, v. 115, n. 2, p. 1071, doi. 10.1007/s11069-022-05584-5

By:

Youssef, Ahmed M.;
Mahdi, Ali M.;
Pourghasemi, Hamid Reza

Publication type:

Article

The topographic threshold of gully erosion and contributing factors.

Published in:

Natural Hazards, 2022, v. 112, n. 3, p. 2013, doi. 10.1007/s11069-022-05254-6

By:

Zare, Maryam;
Soufi, Majid;
Nejabat, Masoud;
Pourghasemi, Hamid Reza

Publication type:

Article

Landslide susceptibility assessment and mapping using state-of-the art machine learning techniques.

Published in:

Natural Hazards, 2021, v. 108, n. 1, p. 1291, doi. 10.1007/s11069-021-04732-7

By:

Pourghasemi, Hamid Reza;
Sadhasivam, Nitheshnirmal;
Amiri, Mahdis;
Eskandari, Saeedeh;
Santosh, M.

Publication type:

Article

Morphometry of AFs in upstream and downstream of floods in Gribayegan, Iran.

Published in:

Natural Hazards, 2021, v. 108, n. 1, p. 425, doi. 10.1007/s11069-021-04690-0

By:

Mokarram, Marzieh;
Pourghasemi, Hamid Reza;
Tiefenbacher, John P.

Publication type:

Article

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.

Published in:

Natural Hazards, 2020, v. 104, n. 1, p. 305, doi. 10.1007/s11069-020-04169-4

By:

Eskandari, Saeedeh;
Amiri, Mahdis;
Sãdhasivam, Nitheshnirmal;
Pourghasemi, Hamid Reza

Publication type:

Article

Using Dempster–Shafer theory to model earthquake events.

Published in:

Natural Hazards, 2020, v. 103, n. 3, p. 1943, doi. 10.1007/s11069-020-04066-w

By:

Mokarram, Marzieh;
Pourghasemi, Hamid Reza;
Tiefenbacher, John P.

Publication type:

Article

Assessment of land subsidence susceptibility in Semnan plain (Iran): a comparison of support vector machine and weights of evidence data mining algorithms.

Published in:

Natural Hazards, 2019, v. 99, n. 2, p. 951, doi. 10.1007/s11069-019-03785-z

By:

Mohammady, Majid;
Pourghasemi, Hamid Reza;
Amiri, Mojtaba

Publication type:

Article

Forest fire spatial modelling using ordered weighted averaging multi-criteria evaluation.

Published in:

Journal of Forest Science (1212-4834), 2021, v. 67, n. 2, p. 87, doi. 10.17221/50/2020-JFS

By:

FARAMARZI, HASSAN;
HOSSEINI, SEYD MOHSEN;
POURGHASEMI, HAMID REZA;
FARNAGHI, MAHDI

Publication type:

Article

Evaluation of multi-hazard map produced using MaxEnt machine learning technique.

Published in:

Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-85862-7

By:

Javidan, Narges;
Kavian, Ataollah;
Pourghasemi, Hamid Reza;
Conoscenti, Christian;
Jafarian, Zeinab;
Rodrigo-Comino, Jesús

Publication type:

Article

Groundwater recharge potential zonation using an ensemble of machine learning and bivariate statistical models.

Published in:

Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-85205-6

By:

Jaafarzadeh, Maryam Sadat;
Tahmasebipour, Naser;
Haghizadeh, Ali;
Pourghasemi, Hamid Reza;
Rouhani, Hamed

Publication type:

Article

A machine learning framework for multi-hazards modeling and mapping in a mountainous area.

Published in:

Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-69233-2

By:

Yousefi, Saleh;
Pourghasemi, Hamid Reza;
Emami, Sayed Naeim;
Pouyan, Soheila;
Eskandari, Saeedeh;
Tiefenbacher, John P.

Publication type:

Article

Wildland Fire Susceptibility Mapping Using Support Vector Regression and Adaptive Neuro-Fuzzy Inference System-Based Whale Optimization Algorithm and Simulated Annealing.

Published in:

ISPRS International Journal of Geo-Information, 2021, v. 10, n. 6, p. 382, doi. 10.3390/ijgi10060382

By:

Al-Fugara, A'kif;
Mabdeh, Ali Nouh;
Ahmadlou, Mohammad;
Pourghasemi, Hamid Reza;
Al-Adamat, Rida;
Pradhan, Biswajeet;
Al-Shabeeb, Abdel Rahman

Publication type:

Article

Geohazards Susceptibility Assessment along the Upper Indus Basin Using Four Machine Learning and Statistical Models.

Published in:

ISPRS International Journal of Geo-Information, 2021, v. 10, n. 5, p. 315, doi. 10.3390/ijgi10050315

By:

Ahmad, Hilal;
Ningsheng, Chen;
Rahman, Mahfuzur;
Islam, Md Monirul;
Pourghasemi, Hamid Reza;
Hussain, Syed Fahad;
Habumugisha, Jules Maurice;
Liu, Enlong;
Zheng, Han;
Ni, Huayong;
Dewan, Ashraf;
Kainz, Wolfgang;
Cannata, Massimiliano

Publication type:

Article

Uncovering the Depletion Patterns of Inland Water Bodies via Remote Sensing, Data Mining, and Statistical Analysis.

Published in:

Water (20734441), 2023, v. 15, n. 8, p. 1508, doi. 10.3390/w15081508

By:

Zolghadr-Asli, Babak;
Naghdyzadegan Jahromi, Mojtaba;
Wan, Xi;
Enayati, Maedeh;
Naghdizadegan Jahromi, Maryam;
Tahmasebi Nasab, Mohsen;
Tiefenbacher, John P.;
Pourghasemi, Hamid Reza

Publication type:

Article

Gully Erosion Susceptibility Mapping Using Multivariate Adaptive Regression Splines—Replications and Sample Size Scenarios.

Published in:

Water (20734441), 2019, v. 11, n. 11, p. 2319, doi. 10.3390/w11112319

By:

Javidan, Narges;
Kavian, Ataollah;
Pourghasemi, Hamid Reza;
Conoscenti, Christian;
Jafarian, Zeinab

Publication type:

Article

Landslide Susceptibility Mapping Using GIS-Based Data Mining Algorithms.

Published in:

Water (20734441), 2019, v. 11, n. 11, p. 2292, doi. 10.3390/w11112292

By:

Vakhshoori, Vali;
Pourghasemi, Hamid Reza;
Zare, Mohammad;
Blaschke, Thomas

Publication type:

Article

A Comparative Assessment of Random Forest and k-Nearest Neighbor Classifiers for Gully Erosion Susceptibility Mapping.

Published in:

Water (20734441), 2019, v. 11, n. 10, p. 2076, doi. 10.3390/w11102076

By:

Avand, Mohammadtaghi;
Janizadeh, Saeid;
Naghibi, Seyed Amir;
Pourghasemi, Hamid Reza;
Khosrobeigi Bozchaloei, Saeid;
Blaschke, Thomas

Publication type:

Article

Predicting Habitat Suitability and Conserving Juniperus spp. Habitat Using SVM and Maximum Entropy Machine Learning Techniques.

Published in:

Water (20734441), 2019, v. 11, n. 10, p. 2049, doi. 10.3390/w11102049

By:

Rahimian Boogar, Abdolrahman;
Salehi, Hassan;
Pourghasemi, Hamid Reza;
Blaschke, Thomas

Publication type:

Article

An evaluation of alternative statistical models for predicting habitat suitability for weeds.

Published in:

Weed Research, 2022, v. 62, n. 6, p. 404, doi. 10.1111/wre.12553

By:

Dastres, Emran;
Edalat, Mohsen;
Moayedi, Gholamreza;
Jahangiri, Enayat;
Pourghasemi, Hamid Reza;
Tiefenbacher, John P.

Publication type:

Article

Modeling and assessing the effects of land use changes on runoff generation with the CLUE-s and WetSpa models.

Published in:

Theoretical & Applied Climatology, 2018, v. 133, n. 1-2, p. 459, doi. 10.1007/s00704-017-2190-x

By:

Mohammady, Majid;
Moradi, Hamid Reza;
Zeinivand, Hossein;
Temme, A.J.A.M.;
Yazdani, Mohammad Reza;
Pourghasemi, Hamid Reza

Publication type:

Article

A comparison between ten advanced and soft computing models for groundwater qanat potential assessment in Iran using R and GIS.

Published in:

Theoretical & Applied Climatology, 2018, v. 131, n. 3-4, p. 967, doi. 10.1007/s00704-016-2022-4

By:

Naghibi, Seyed Amir;
Pourghasemi, Hamid Reza;
Abbaspour, Karim

Publication type:

Article

SEVUCAS: A Novel GIS-Based Machine Learning Software for Seismic Vulnerability Assessment.

Published in:

Applied Sciences (2076-3417), 2019, v. 9, n. 17, p. 3495, doi. 10.3390/app9173495

By:

Lee, Saro;
Panahi, Mahdi;
Pourghasemi, Hamid Reza;
Shahabi, Himan;
Alizadeh, Mohsen;
Shirzadi, Ataollah;
Khosravi, Khabat;
Melesse, Assefa M.;
Yekrangnia, Mohamad;
Rezaie, Fatemeh;
Moeini, Hamidreza;
Pham, Binh Thai;
Bin Ahmad, Baharin

Publication type:

Article

Spatial Modelling of Gully Erosion Using GIS and R Programing: A Comparison among Three Data Mining Algorithms.

Published in:

Applied Sciences (2076-3417), 2018, v. 8, n. 8, p. 1369, doi. 10.3390/app8081369

By:

Arabameri, Alireza;
Pradhan, Biswajeet;
Pourghasemi, Hamid Reza;
Rezaei, Khalil;
Kerle, Norman

Publication type:

Article

Habitat suitability modeling of Descurainia sophia medicinal plant using three bivariate models.

Published in:

Environmental Monitoring & Assessment, 2023, v. 195, n. 3, p. 1, doi. 10.1007/s10661-023-10996-2

By:

Dastres, Emran;
Jahangiri, Enayat;
Edalat, Mohsen;
Zamani, Afshin;
Amiri, Mahdis;
Pourghasemi, Hamid Reza

Publication type:

Article

A comparative study between dynamic and soft computing models for sediment forecasting.

Published in:

Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2021, v. 25, n. 16, p. 11005, doi. 10.1007/s00500-021-05834-x

By:

Meshram, Sarita Gajbhiye;
Pourghasemi, Hamid Reza;
Abba, S. I.;
Alvandi, Ehsan;
Meshram, Chandrashekhar;
Khedher, Khaled Mohamed

Publication type:

Article

Landslide susceptibility, ensemble machine learning, and accuracy methods in the southern Sinai Peninsula, Egypt: Assessment and Mapping.

Published in:

Natural Hazards, 2024, v. 120, n. 15, p. 14227, doi. 10.1007/s11069-024-06769-w

By:

Youssef, Ahmed M.;
El‑Haddad, Bosy A.;
Skilodimou, Hariklia D.;
Bathrellos, George D.;
Golkar, Foroogh;
Pourghasemi, Hamid Reza

Publication type:

Article

Forest fire mapping: a comparison between GIS-based random forest and Bayesian models.

Published in:

Natural Hazards, 2024, v. 120, n. 7, p. 6569, doi. 10.1007/s11069-024-06457-9

By:

Noroozi, Farzaneh;
Ghanbarian, Gholamabbas;
Safaeian, Roja;
Pourghasemi, Hamid Reza

Publication type:

Article

Effect of climate change on fire regimes in natural resources of northern Iran: investigation of spatiotemporal relationships using regression and data mining models.

Published in:

Natural Hazards, 2023, v. 119, n. 1, p. 497, doi. 10.1007/s11069-023-06133-4

By:

Eskandari, Saeedeh;
Ravanbakhsh, Hooman;
Ahangaran, Yazdanfar;
Rezapour, Zolfaghar;
Pourghasemi, Hamid Reza

Publication type:

Article

Investigation of land-subsidence phenomenon and aquifer vulnerability using machine models and GIS technique.

Published in:

Natural Hazards, 2023, v. 118, n. 2, p. 1645, doi. 10.1007/s11069-023-06058-y

By:

Ghasemi, Adel;
Bahmani, Omid;
Akhavan, Samira;
Pourghasemi, Hamid Reza

Publication type:

Article

Correction to: Flood, landslides, forest fire, and earthquake susceptibility maps using machine learning techniques and their combination.

Published in:

2023

By:

Pourghasemi, Hamid Reza;
Pouyan, Soheila;
Bordbar, Mojgan;
Golkar, Foroogh;
Clague, John J.

Publication type:

Correction Notice

Evaluating land degradation by gully erosion through soil erosion indices and rainfall thresholds.

Published in:

Natural Hazards, 2023, v. 117, n. 3, p. 3353, doi. 10.1007/s11069-023-05990-3

By:

Kariminejad, Narges;
Pourghasemi, Hamid Reza;
Hosseinalizadeh, Mohsen;
Rossi, Mauro;
Mondini, Alessandro

Publication type:

Article

Using machine learning techniques in multi-hazards assessment of Golestan National Park, Iran.

Published in:

Natural Hazards, 2023, v. 117, n. 3, p. 3231, doi. 10.1007/s11069-023-05984-1

By:

Faramarzi, Hassan;
Hosseini, Seyed Mohsen;
Pourghasemi, Hamid Reza;
Farnaghi, Mahdi

Publication type:

Article

Spatiotemporal monitoring of droughts in Iran using remote-sensing indices.

Published in:

Natural Hazards, 2023, v. 117, n. 1, p. 1, doi. 10.1007/s11069-023-05847-9

By:

Pouyan, Soheila;
Bordbar, Mojgan;
Ravichandran, Venkatesh;
Tiefenbacher, John P.;
Kherad, Mehrzad;
Pourghasemi, Hamid Reza

Publication type:

Article

Flood, landslides, forest fire, and earthquake susceptibility maps using machine learning techniques and their combination.

Published in:

Natural Hazards, 2023, v. 116, n. 3, p. 3797, doi. 10.1007/s11069-023-05836-y

By:

Pourghasemi, Hamid Reza;
Pouyan, Soheila;
Bordbar, Mojgan;
Golkar, Foroogh;
Clague, John J.

Publication type:

Article

Assessing and mapping multi-hazard risk susceptibility using a machine learning technique.

Published in:

Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-60191-3

By:

Pourghasemi, Hamid Reza;
Kariminejad, Narges;
Amiri, Mahdis;
Edalat, Mohsen;
Zarafshar, Mehrdad;
Blaschke, Thomas;
Cerda, Artemio

Publication type:

Article

Application of proximal sensing approach to predict cation exchange capacity of calcareous soils using linear and nonlinear data mining algorithms.

Published in:

Journal of Soils & Sediments: Protection, Risk Assessment, & Remediation, 2024, v. 24, n. 6, p. 2248, doi. 10.1007/s11368-024-03825-7

By:

Karami, Ali;
Moosavi, Ali Akbar;
Pourghasemi, Hamid Reza;
Ronaghi, Abdolmajid;
Ghasemi-Fasaei, Reza;
Lado, Marcos

Publication type:

Article

Multi-hazard spatial modeling via ensembles of machine learning and meta-heuristic techniques.

Published in:

Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-05364-y

By:

Bordbar, Mojgan;
Aghamohammadi, Hossein;
Pourghasemi, Hamid Reza;
Azizi, Zahra

Publication type:

Article

A multi-hazard map-based flooding, gully erosion, forest fires, and earthquakes in Iran.

Published in:

Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-94266-6

By:

Pouyan, Soheila;
Pourghasemi, Hamid Reza;
Bordbar, Mojgan;
Rahmanian, Soroor;
Clague, John J.

Publication type:

Article

Soil Science Challenges in a New Era: A Transdisciplinary Overview of Relevant Topics.

Published in:

Air, Soil & Water Research, 2020, p. 1, doi. 10.1177/1178622120977491

By:

Rodrigo-Comino, Jesús;
López-Vicente, Manuel;
Kumar, Vinod;
Rodríguez-Seijo, Andrés;
Valkó, Orsolya;
Rojas, Claudia;
Pourghasemi, Hamid Reza;
Salvati, Luca;
Bakr, Noura;
Vaudour, Emmanuelle;
Brevik, Eric C;
Radziemska, Maja;
Pulido, Manuel;
Di Prima, Simone;
Dondini, Marta;
de Vries, Wim;
Santos, Erika S;
Mendonça-Santos, Maria de Lourdes;
Yu, Yang;
Panagos, Panos

Publication type:

Article

Application of Granger-causality to study the climate change impacts on depletion patterns of inland water bodies.

Published in:

Hydrological Sciences Journal/Journal des Sciences Hydrologiques, 2021, v. 66, n. 12, p. 1767, doi. 10.1080/02626667.2021.1944633

By:

Zolghadr-Asli, Babak;
Enayati, Maedeh;
Reza Pourghasemi, Hamid;
Naghdyzadegan Jahromic, Mojtaba;
Tiefenbacher, John P.

Publication type:

Article