Characterization of groundwater potential zones in water-scarce hardrock regions using data driven model

Proposing receiver operating characteristic-based sensitivity analysis with introducing swarm optimized ensemble learning algorithms for groundwater potentiality modelling in Asir region, Saudi Arabia

(2021) Javed Mallick et al.   Geocarto International

Flood Susceptibility Assessment Using Novel Ensemble of Hyperpipes and Support Vector Regression Algorithms

(2021) Asish Saha et al.   Water

Assessment of groundwater potential zone using GIS-based multi-influencing factor (MIF), multi-criteria decision analysis (MCDA) and electrical resistivity survey techniques in Raipur city, Chhattisgarh, India

(2021) D. C. Jhariya et al.   JOURNAL OF WATER SUPPLY RESEARCH AND TECHNOLOGY-AQUA

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

(2020) Alireza Arabameri et al.   Remote Sensing

Soft Computing Ensemble Models Based on Logistic Regression for Groundwater Potential Mapping

(2020) Phong Tung Nguyen et al.   Applied Sciences-Basel

Assessment of advanced random forest and decision tree algorithms for modeling rainfall-induced landslide susceptibility in the Izu-Oshima Volcanic Island, Japan

(2019) Jie Dou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Comparative Assessment of Flood Susceptibility Modeling Using Multi-Criteria Decision-Making Analysis and Machine Learning Methods

(2019) Khabat Khosravi et al.   JOURNAL OF HYDROLOGY

Groundwater prospect mapping using remote sensing, GIS and resistivity survey techniques in Chhokra Nala Raipur district, Chhattisgarh, India

(2019) D. C. Jhariya   JOURNAL OF WATER SUPPLY RESEARCH AND TECHNOLOGY-AQUA

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

(2019) Amiya Gayen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flood susceptibility mapping by ensemble evidential belief function and binomial logistic regression model on river basin of eastern India

(2019) Indrajit Chowdhuri et al.   ADVANCES IN SPACE RESEARCH

Application of convolutional neural networks featuring Bayesian optimization for landslide susceptibility assessment

(2019) Maher Ibrahim Sameen et al.   CATENA

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

Potential groundwater recharge zones within New Zealand

(2018) Shailesh Kumar Singh et al.   Geoscience Frontiers

Use of geospatial technology for delineating groundwater potential zones with an emphasis on water-table analysis in Dwarka River basin, Birbhum, India

(2017) Raju Thapa et al.   HYDROGEOLOGY JOURNAL

Comparison of Analytic Hierarchy Process, Catastrophe and Entropy techniques for evaluating groundwater prospect of hard-rock aquifer systems

(2017) M. Annie Jenifer et al.   JOURNAL OF HYDROLOGY

Assessment of the effects of training data selection on the landslide susceptibility mapping: a comparison between support vector machine (SVM), logistic regression (LR) and artificial neural networks (ANN)

(2017) Bahareh Kalantar et al.   Geomatics Natural Hazards & Risk

Evaluation of Logistic Regression and Multivariate Adaptive Regression Spline Models for Groundwater Potential Mapping Using R and GIS

(2017) Soyoung Park et al.   Sustainability

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

(2016) Mohsen Zabihi et al.   Environmental Earth Sciences

Assessment of groundwater potential zone using remote sensing, GIS and multi criteria decision analysis techniques

(2016) D. C. Jhariya et al.   JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA

Assessment of Groundwater Potential Based on Multicriteria Decision Making Model and Decision Tree Algorithms

(2016) Huajie Duan et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Flood susceptibility assessment using GIS-based support vector machine model with different kernel types

(2015) Mahyat Shafapour Tehrany et al.   CATENA

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

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

Uncertainty in global groundwater storage estimates in a Total Groundwater Stress framework

(2015) Alexandra S. Richey et al.   WATER RESOURCES RESEARCH

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

(2014) Omid Rahmati et al.   Arabian Journal of Geosciences

A GIS based identification of groundwater recharge potential zones using RS and IF technique: a case study in Ottapidaram taluk, Tuticorin district, Tamil Nadu

(2014) S. Selvam et al.   Environmental Earth Sciences

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

(2014) Haleh Nampak et al.   JOURNAL OF HYDROLOGY

Predictive modeling of groundwater nitrate pollution using Random Forest and multisource variables related to intrinsic and specific vulnerability: A case study in an agricultural setting (Southern Spain)

(2014) Victor Rodriguez-Galiano et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Machine Learning Feature Selection Methods for Landslide Susceptibility Mapping

(2013) Natan Micheletti et al.   Mathematical Geosciences

Application of remote sensing and GIS analysis for identifying groundwater potential zone in parts of Kodaikanal Taluk, South India

(2013) Murugesan Bagyaraj et al.   Frontiers of Earth Science

Mapping of groundwater prospective zones using remote sensing and GIS techniques: A case study from the Central Eastern Desert, Egypt

(2012) Fathy Abdalla   JOURNAL OF AFRICAN EARTH SCIENCES

Landslide Susceptibility Assessment in Vietnam Using Support Vector Machines, Decision Tree, and Naïve Bayes Models

(2012) Dieu Tien Bui et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Evaluation of random forest method for agricultural crop classification

(2012) Asli Ozdarici Ok et al.   European Journal of Remote Sensing

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

Identification of erosional and inundation hazard zones in Ken–Betwa river linking area, India, using remote sensing and GIS

(2011) Ram Avtar et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Groundwater potentiality mapping in the Sinai Peninsula, Egypt, using remote sensing and GIS-watershed-based modeling

(2011) Hossam H. Elewa et al.   HYDROGEOLOGY JOURNAL

Using a binary logistic regression method and GIS for evaluating and mapping the groundwater spring potential in the Sultan Mountains (Aksehir, Turkey)

(2011) Adnan Ozdemir   JOURNAL OF HYDROLOGY

Receiver Operating Characteristic Curve in Diagnostic Test Assessment

(2010) Jayawant N. Mandrekar   Journal of Thoracic Oncology

Integrating GIS and remote sensing for identification of groundwater potential zones in the hilly terrain of Pavagarh, Gujarat, India

(2010) Manika Gupta et al.   WATER INTERNATIONAL

Assessment of Groundwater Potential in a Semi-Arid Region of India Using Remote Sensing, GIS and MCDM Techniques

(2010) Deepesh Machiwal et al.   WATER RESOURCES MANAGEMENT

Groundwater quality assessment of Dhanbad district, Jharkhand, India

(2009) Rima Chatterjee et al.   Bulletin of Engineering Geology and the Environment

Satellite-based estimates of groundwater depletion in India

(2009) Matthew Rodell et al.   NATURE

Integrated remote sensing and GIS‐based approach for assessing groundwater potential in West Medinipur district, West Bengal, India

(2008) A. Chowdhury et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING