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List of works by Hamid-Reza Pourghasemi

A Comparative Assessment Between Three Machine Learning Models and Their Performance Comparison by Bivariate and Multivariate Statistical Methods in Groundwater Potential Mapping

scholarly article by Seyed Amir Naghibi & Hamid Reza Pourghasemi published 16 August 2015 in Water Resources Management

A GIS-based comparative study of Dempster-Shafer, logistic regression and artificial neural network models for landslide susceptibility mapping

scholarly article by Wei Chen et al published 22 March 2016 in Geocarto International

A GIS-based flood susceptibility assessment and its mapping in Iran: a comparison between frequency ratio and weights-of-evidence bivariate statistical models with multi-criteria decision-making technique

A comparative assessment between linear and quadratic discriminant analyses (LDA-QDA) with frequency ratio and weights-of-evidence models for forest fire susceptibility mapping in China

article

A comparative assessment of prediction capabilities of modified analytical hierarchy process (M-AHP) and Mamdani fuzzy logic models using Netcad-GIS for forest fire susceptibility mapping

article published in 2014

A comparative study of landslide susceptibility maps produced using support vector machine with different kernel functions and entropy data mining models in China

article

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

scholarly article

Accuracy assessment of land cover/land use classifiers in dry and humid areas of Iran

scientific article published on 24 September 2015

An index to describe the earthquake effect on subsequent landslides in Central Taiwan

scholarly article by Zon-Yee Yang et al published 10 May 2014 in Arabian Journal of Geosciences

An integrated artificial neural network model for the landslide susceptibility assessment of Osado Island, Japan

scholarly article by Jie Dou et al published 19 May 2015 in Natural Hazards

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

article

Application of GIS-based data driven random forest and maximum entropy models for groundwater potential mapping: A case study at Mehran Region, Iran

Application of analytical hierarchy process, frequency ratio, and certainty factor models for groundwater potential mapping using GIS

Application of frequency ratio, statistical index, and weights-of-evidence models and their comparison in landslide susceptibility mapping in Central Nepal Himalaya

article

Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran

Application of weights-of-evidence and certainty factor models and their comparison in landslide susceptibility mapping at Haraz watershed, Iran

article

Applying different scenarios for landslide spatial modeling using computational intelligence methods

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

scientific article published on 21 February 2020

Assessing the performance of GIS- based machine learning models with different accuracy measures for determining susceptibility to gully erosion

scientific article published on 06 February 2019

Assessment and comparison of combined bivariate and AHP models with logistic regression for landslide susceptibility mapping in the Chaharmahal-e-Bakhtiari Province, Iran

scholarly article in Arabian Journal of Geosciences, vol. 9 no. 3, March 2016

Assessment of Landslide-Prone Areas and Their Zonation Using Logistic Regression, LogitBoost, and NaïveBayes Machine-Learning Algorithms

scholarly article by Hamid Reza Pourghasemi et al published 15 October 2018 in Sustainability

Assessment of a data-driven evidential belief function model and GIS for groundwater potential mapping in the Koohrang Watershed, Iran

Assessment of a spatial multi-criteria evaluation to site selection underground dams in the Alborz Province, Iran

Assessment of floodplain landuse and channel morphology within meandering reach of the Talar River in Iran using GIS and aerial photographs

Assessment of the importance of gully erosion effective factors using Boruta algorithm and its spatial modeling and mapping using three machine learning algorithms

scholarly article by Mahdis Amiri et al published April 2019 in Geoderma

Assessment of the outbreak risk, mapping and infection behavior of COVID-19: Application of the autoregressive integrated-moving average (ARIMA) and polynomial models

scientific article published on 28 July 2020

Assessment of the outbreak risk, mapping and infestation behavior of COVID-19: Application of the autoregressive and moving average (ARMA) and polynomial models

scientific article published on 01 May 2020

Automatic detection of sinkhole collapses at finer resolutions using a multi-component remote sensing approach

Changes in morphometric meander parameters identified on the Karoon River, Iran, using remote sensing data

Comparison of differences in resolution and sources of controlling factors for gully erosion susceptibility mapping

scholarly article

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

scientific article published in 2023

Effects of an extreme flood on river morphology (case study: Karoon River, Iran)

Erodibility prioritization of sub-watersheds using morphometric parameters analysis and its mapping: A comparison among TOPSIS, VIKOR, SAW, and CF multi-criteria decision making models

scientific article published on 12 October 2017

Erratum to: Forest fire susceptibility mapping in the Minudasht forests, Golestan province, Iran

scholarly article published in Environmental Earth Sciences

Erratum to: Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia

scholarly article published in Landslides

Evaluating the influence of geo-environmental factors on gully erosion in a semi-arid region of Iran: An integrated framework

scientific article published on 22 November 2016

Evaluation of Recent Advanced Soft Computing Techniques for Gully Erosion Susceptibility Mapping: A Comparative Study

scientific article published on 07 January 2020

Evaluation of factors affecting gully headcut location using summary statistics and the maximum entropy model: Golestan Province, NE Iran

scientific article published on 26 April 2019

Flash flood susceptibility analysis and its mapping using different bivariate models in Iran: a comparison between Shannon's entropy, statistical index, and weighting factor models

scientific article published on 8 November 2016

Flood susceptibility mapping using frequency ratio and weights-of-evidence models in the Golastan Province, Iran

article

Flood susceptibility mapping using novel ensembles of adaptive neuro fuzzy inference system and metaheuristic algorithms

scientific article published on 4 October 2017

Forest fire susceptibility mapping in the Minudasht forests, Golestan province, Iran

Fractal analysis of rainfall-induced landslide and debris flow spread distribution in the Chenyulan Creek Basin, Taiwan

GIS-based forest fire susceptibility mapping in Iran: a comparison between evidential belief function and binary logistic regression models

GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran.

scientific article published on 19 December 2015

GIS-based groundwater spring potential assessment and mapping in the Birjand Township, southern Khorasan Province, Iran

article

GIS-based gully erosion susceptibility mapping: a comparison among three data-driven models and AHP knowledge-based technique

GIS-based landslide spatial modeling in Ganzhou City, China

article

GIS-based multivariate adaptive regression spline and random forest models for groundwater potential mapping in Iran

GIS‐based susceptibility assessment of the occurrence of gully headcuts and pipe collapses in a semi‐arid environment: Golestan Province, NE Iran

scientific article published on 20 August 2019

Groundwater potential mapping at Kurdistan region of Iran using analytic hierarchy process and GIS

scholarly article in Arabian Journal of Geosciences, vol. 8 no. 9, October 2014

Groundwater qanat potential mapping using frequency ratio and Shannon’s entropy models in the Moghan watershed, Iran

Gully erosion susceptibility assessment and management of hazard-prone areas in India using different machine learning algorithms

scientific article published on 01 March 2019

Gully erosion susceptibility mapping: the role of GIS-based bivariate statistical models and their comparison

Gully headcut susceptibility modeling using functional trees, naïve Bayes tree, and random forest models

scholarly article

Habitat potential modelling and mapping of Teucrium polium using machine learning techniques

scientific article published on 31 October 2021

How do data-mining models consider arsenic contamination in sediments and variables importance?

scientific article published on 28 November 2019

Identification of Critical Flood Prone Areas in Data-Scarce and Ungauged Regions: A Comparison of Three Data Mining Models

article by Omid Rahmati & Hamid Reza Pourghasemi published 18 February 2017 in Water Resources Management

Interplay between river dynamics and international borders: The Hirmand River between Iran and Afghanistan

scientific article published on 13 February 2017

Investigating geometrical characteristics of collapsed pipes and the changing role of driving factors

scientific article published in 2022

Investigation of general indicators influencing on forest fire and its susceptibility modeling using different data mining techniques

scientific article published in 2016

Landslide spatial modeling: Introducing new ensembles of ANN, MaxEnt, and SVM machine learning techniques

scholarly article by Wei Chen et al published November 2017 in Geoderma

Landslide susceptibility assessment at Wadi Jawrah Basin, Jizan region, Saudi Arabia using two bivariate models in GIS

Landslide susceptibility assessment in Lianhua County (China): A comparison between a random forest data mining technique and bivariate and multivariate statistical models

article

Landslide susceptibility assesssment in the Uttarakhand area (India) using GIS: a comparison study of prediction capability of naïve bayes, multilayer perceptron neural networks, and functional trees methods

Landslide susceptibility mapping along Bhalubang — Shiwapur area of mid-Western Nepal using frequency ratio and conditional probability models

scholarly article by Amar Deep Regmi et al published September 2014 in Journal of mountain science

Landslide susceptibility mapping at Golestan Province, Iran: A comparison between frequency ratio, Dempster–Shafer, and weights-of-evidence models

article

Landslide susceptibility mapping at Vaz Watershed (Iran) using an artificial neural network model: a comparison between multilayer perceptron (MLP) and radial basic function (RBF) algorithms

article

Landslide susceptibility mapping using certainty factor, index of entropy and logistic regression models in GIS and their comparison at Mugling–Narayanghat road section in Nepal Himalaya

article

Landslide susceptibility mapping using index of entropy and conditional probability models in GIS: Safarood Basin, Iran

article

Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia

Landslide susceptibility maps using different probabilistic and bivariate statistical models and comparison of their performance at Wadi Itwad Basin, Asir Region, Saudi Arabia

article published in 2015

Landslide susceptibility modeling in a landslide prone area in Mazandarn Province, north of Iran: a comparison between GLM, GAM, MARS, and M-AHP methods

Landslides and flood multi-hazard assessment using machine learning techniques

scientific article published in 2022

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

Multi-hazard probability assessment and mapping in Iran

scientific article published on 17 July 2019

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

scientific article published in 2022

PMT: New analytical framework for automated evaluation of geo-environmental modelling approaches

scientific article published on 02 February 2019

Performance assessment of individual and ensemble data-mining techniques for gully erosion modeling

scientific article

Performance evaluation of GIS-based new ensemble data mining techniques of adaptive neuro-fuzzy inference system (ANFIS) with genetic algorithm (GA), differential evolution (DE), and particle swarm optimization (PSO) for landslide spatial modelling

Predicting Current and Future Habitat Suitability of an Endemic Species Using Data-Fusion Approach: Responses to Climate Change

scientific article published in May 2024

Prediction of the landslide susceptibility: Which algorithm, which precision?

Prioritization of effective factors in the occurrence of land subsidence and its susceptibility mapping using an SVM model and their different kernel functions

article published in 2018

Prioritization of landslide conditioning factors and its spatial modeling in Shangnan County, China using GIS-based data mining algorithms

article

Random forests and evidential belief function-based landslide susceptibility assessment in Western Mazandaran Province, Iran

Remote Sensing Data Derived Parameters and its Use in Landslide Susceptibility Assessment Using Shannon’s Entropy and GIS

Spatial Mapping of Groundwater Potential Using Entropy Weighted Linear Aggregate Novel Approach and GIS

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

article published in 2018

Spatial modelling of gully headcuts using UAV data and four best-first decision classifier ensembles (BFTree, Bag-BFTree, RS-BFTree, and RF-BFTree)

The relationship between geology and rock weathering on the rock instability along Mugling–Narayanghat road corridor, Central Nepal Himalaya

article

Volume, gravitational potential energy reduction, and regional centroid position change in the wake of landslides triggered by the 14 April 2010 Yushu earthquake of China

article

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