Novel Ensemble of MCDM-Artificial Intelligence Techniques for Groundwater-Potential Mapping in Arid and Semi-Arid Regions (Iran)

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

(2020) Alireza Arabameri et al.   SENSORS

Hybrid Computational Intelligence Models for Improvement Gully Erosion Assessment

(2020) Alireza Arabameri et al.   Remote Sensing

Spatial prediction of gully erosion using ALOS PALSAR data and ensemble bivariate and data mining models

(2019) Alireza Arabameri et al.   GEOSCIENCES JOURNAL

Novel Hybrid Integration Approach of Bagging-Based Fisher’s Linear Discriminant Function for Groundwater Potential Analysis

(2019) Wei Chen et al.   Natural Resources Research

Groundwater Potential Mapping Using Data Mining Models of Big Data Analysis in Goyang-si, South Korea

(2019) Sunmin Lee et al.   Sustainability

An Ensemble Model for Landslide Susceptibility Mapping in a Forested Area

(2019) Alireza Arabameri et al.   Geocarto International

GIS-based landslide susceptibility mapping using numerical risk factor bivariate model and its ensemble with linear multivariate regression and boosted regression tree algorithms

(2019) Alireza Arabameri et al.   Journal of Mountain Science

A comparison of statistical methods and multi-criteria decision making to map flood hazard susceptibility in Northern Iran

(2019) Alireza Arabameri et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Assessment of Landslide Susceptibility Using Statistical- and Artificial Intelligence-based FR–RF Integrated Model and Multiresolution DEMs

(2019) Arabameri et al.   Remote Sensing

Groundwater Potential Mapping Using an Integrated Ensemble of Three Bivariate Statistical Models with Random Forest and Logistic Model Tree Models

(2019) S. Vahid Razavi-Termeh et al.   Water

Gully erosion susceptibility mapping using GIS-based multi-criteria decision analysis techniques

(2019) Alireza Arabameri et al.   CATENA

Gully Head-Cut Distribution Modeling Using Machine Learning Methods—A Case Study of N.W. Iran

(2019) Alireza Arabameri et al.   Water

The application of a Dempster–Shafer-based evidential belief function in flood susceptibility mapping and comparison with frequency ratio and logistic regression methods

(2018) Mahyat Shafapour Tehrany et al.   Environmental Earth Sciences

Use of a maximum entropy model to identify the key factors that influence groundwater availability on the Gonabad Plain, Iran

(2018) Ali Golkarian et al.   Environmental Earth Sciences

Groundwater potential mapping using C5.0, random forest, and multivariate adaptive regression spline models in GIS

(2018) Ali Golkarian et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Comparison of GIS-based landslide susceptibility models using frequency ratio, logistic regression, and artificial neural network in a tertiary region of Ambon, Indonesia

(2018) Aril Aditian et al.   GEOMORPHOLOGY

Spatial analysis of the risk to human health from exposure to arsenic contaminated groundwater: A kriging approach

(2018) Ching-Ping Liang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

GIS-based groundwater potential analysis using novel ensemble weights-of-evidence with logistic regression and functional tree models

(2018) Wei Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Accuracy Assessment of Different Digital Surface Models

(2018) Ugur Alganci et al.   ISPRS International Journal of Geo-Information

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

(2018) Alireza Arabameri et al.   Environmental Earth Sciences

Groundwater potential mapping using a novel data-mining ensemble model

(2018) Mojtaba Dolat Kordestani et al.   HYDROGEOLOGY JOURNAL

Groundwater spring potential modelling: Comprising the capability and robustness of three different modeling approaches

(2018) Omid Rahmati et al.   JOURNAL OF HYDROLOGY

Spatial modelling of gully erosion using evidential belief function, logistic regression, and a new ensemble of evidential belief function-logistic regression algorithm

(2018) Alireza Arabameri et al.   LAND DEGRADATION & DEVELOPMENT

Mapping Groundwater Potential Using a Novel Hybrid Intelligence Approach

(2018) Shaghayegh Miraki et al.   WATER RESOURCES MANAGEMENT

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

(2018) Alireza Arabameri et al.   Applied Sciences-Basel

Groundwater Potential Mapping in a Rural River Basin by Union (OR) and Intersection (AND) of Four Multi-criteria Decision-Making Models

(2018) Susanta Mahato et al.   Natural Resources Research

GIS-based groundwater potential mapping in Shahroud plain, Iran. A comparison among statistical (bivariate and multivariate), data mining and MCDM approaches

(2018) Alireza Arabameri et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Gully erosion zonation mapping using integrated geographically weighted regression with certainty factor and random forest models in GIS

(2018) Alireza Arabameri et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Potential groundwater zone mapping based on geo-hydrological considerations and multi-criteria spatial analysis: North UAE

(2018) Rami Al-Ruzouq et al.   CATENA

Applying different scenarios for landslide spatial modeling using computational intelligence methods

(2017) Alireza Arabameri et al.   Environmental Earth Sciences

GIS-based bivariate statistical techniques for groundwater potential analysis (an example of Iran)

(2017) Ali Haghizadeh et al.   Journal of Earth System Science

A comparative assessment of GIS-based data mining models and a novel ensemble model in groundwater well potential mapping

(2017) Seyed Amir Naghibi et al.   JOURNAL OF HYDROLOGY

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

(2017) Seyed Amir Naghibi et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Appraising the Accuracy of Multi-Class Frequency Ratio and Weights of Evidence Method for Delineation of Regional Groundwater Potential Zones in Canal Command System

(2017) Satiprasad Sahoo et al.   WATER RESOURCES MANAGEMENT

Application of Support Vector Machine, Random Forest, and Genetic Algorithm Optimized Random Forest Models in Groundwater Potential Mapping

(2017) Seyed Amir Naghibi et al.   WATER RESOURCES MANAGEMENT

Spatial prediction of flood-susceptible areas using frequency ratio and maximum entropy models

(2017) Safura Siahkamari et al.   Geocarto International

Identifying Groundwater Potential in Crystalline Basement Rocks Using Remote Sensing and Electromagnetic Sounding Techniques in Central Western Mozambique

(2017) Luís André Magaia et al.   Natural Resources Research

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

(2016) Omid Rahmati et al.   CATENA

Evaluation of four supervised learning methods for groundwater spring potential mapping in Khalkhal region (Iran) using GIS-based features

(2016) Seyed Amir Naghibi et al.   HYDROGEOLOGY JOURNAL

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

(2015) Seyed Amir Naghibi et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

A GIS/Remote Sensing-based methodology for groundwater potentiality assessment in Tirnavos area, Greece

(2015) D. Oikonomidis et al.   JOURNAL OF HYDROLOGY

Remote Sensing and GIS Based Groundwater Potential & Recharge Zones Mapping Using Multi-Criteria Decision Making Technique

(2015) Rajat Agarwal et al.   WATER RESOURCES MANAGEMENT

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

(2015) Yousef Razandi et al.   Earth Science Informatics

Groundwater Productivity Potential Mapping Using Evidential Belief Function

(2014) Inhye Park et al.   Groundwater

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

(2014) Zohre Sadat Pourtaghi et al.   HYDROGEOLOGY JOURNAL

Application of GIS based data driven evidential belief function model to predict groundwater potential zonation

(2014) Haleh Nampak et al.   JOURNAL OF HYDROLOGY

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

(2014) Seyed Amir Naghibi et al.   Earth Science Informatics

Groundwater spring potential mapping using bivariate statistical model and GIS in the Taleghan Watershed, Iran

(2013) D. Davoodi Moghaddam et al.   Arabian Journal of Geosciences

A novel ensemble bivariate statistical evidential belief function with knowledge-based analytical hierarchy process and multivariate statistical logistic regression for landslide susceptibility mapping

(2013) Omar F. Althuwaynee et al.   CATENA

Appraisal of land use/land cover of mangrove forest ecosystem using support vector machine

(2013) Sudhir Kumar Singh et al.   Environmental Earth Sciences

Application of probabilistic-based frequency ratio model in groundwater potential mapping using remote sensing data and GIS

(2012) Mohamad Abd Manap et al.   Arabian Journal of Geosciences

Application of the topographic position index to heterogeneous landscapes

(2012) Jeroen De Reu et al.   GEOMORPHOLOGY

Regional groundwater productivity potential mapping using a geographic information system (GIS) based artificial neural network model

(2012) Saro Lee et al.   HYDROGEOLOGY JOURNAL

Delineation of groundwater potential zones in Theni district, Tamil Nadu, using remote sensing, GIS and MIF techniques

(2012) N.S. Magesh et al.   Geoscience Frontiers

Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area

(2011) Hyun-Joo Oh et al.   COMPUTERS & GEOSCIENCES

GIS-based landslide susceptibility mapping using bivariate statistical analysis in Devrek (Zonguldak-Turkey)

(2011) Cagatay Yilmaz et al.   Environmental Earth Sciences

Application of a weights-of-evidence method and GIS to regional groundwater productivity potential mapping

(2011) Saro Lee et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Remote sensing and GIS-based landslide hazard analysis and cross-validation using multivariate logistic regression model on three test areas in Malaysia

(2010) Biswajeet Pradhan   ADVANCES IN SPACE RESEARCH

Groundwater assessment in Salboni Block, West Bengal (India) using remote sensing, geographical information system and multi-criteria decision analysis techniques

(2010) Madan K. Jha et al.   HYDROGEOLOGY JOURNAL

Groundwater potential zonation for basaltic watersheds using satellite remote sensing data and GIS techniques

(2009) Biswajeet Pradhan   Open Geosciences

Groundwater Protection and Management Strategy in Jordan

(2008) Ali El-Naqa et al.   WATER RESOURCES MANAGEMENT