Groundwater Potential Mapping Using Remote Sensing and GIS-Based Machine Learning Techniques

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

(2019) Sunmin Lee et al.   Sustainability

GIS and AHP Techniques Based Delineation of Groundwater Potential Zones: a case study from Southern Western Ghats, India

(2019) P. Arulbalaji et al.   Scientific Reports

Global GRACE Data Assimilation for Groundwater and Drought Monitoring: Advances and Challenges

(2019) Bailing Li et al.   WATER RESOURCES RESEARCH

Spatial Mapping of the Groundwater Potential of the Geum River Basin Using Ensemble Models Based on Remote Sensing Images

(2019) Jeong-Cheol Kim et al.   Remote Sensing

Optimized Conditioning Factors Using Machine Learning Techniques for Groundwater Potential Mapping

(2019) Kalantar et al.   Water

Hybrid computational intelligence models for groundwater potential mapping

(2019) Binh Thai Pham et al.   CATENA

GRACE Improves Seasonal Groundwater Forecast Initialization over the United States

(2019) Augusto Getirana et al.   JOURNAL OF HYDROMETEOROLOGY

Assimilating GRACE Into a Land Surface Model in the Presence of an Irrigation‐Induced Groundwater Trend

(2019) Wanshu Nie et al.   WATER RESOURCES RESEARCH

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

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

GIS environmental information analysis of the Darro River basin as the key for the management and hydrological forest restoration

(2018) Paz Fernandez et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Agricultural groundwater management strategies and seasonal climate forecasting: perceptions from Mogwadi (Dendron), Limpopo, South Africa

(2018) A. L. Fallon et al.   Journal of Water and Climate Change

Spatial Assessment of Urban Flood Susceptibility Using Data Mining and Geographic Information System (GIS) Tools

(2018) Sunmin Lee et al.   Sustainability

Spatial prediction of urban landslide susceptibility based on topographic factors using boosted trees

(2018) Sunmin Lee 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

Mapping Groundwater Potential Using a Novel Hybrid Intelligence Approach

(2018) Shaghayegh Miraki et al.   WATER RESOURCES MANAGEMENT

Assessing the performance and robustness of the UNICEF model for groundwater exploration in Ethiopia through application of the analytic hierarchy process, logistic regression and artificial neural networks

(2018) David Josephs-Afoko et al.   WATER SA

Self-Learning Random Forests Model for Mapping Groundwater Yield in Data-Scarce Areas

(2018) Maher Ibrahim Sameen et al.   Natural Resources Research

Spatial prediction of wildfire probability in the Hyrcanian ecoregion using evidential belief function model and GIS

(2017) M. H. Nami et al.   International Journal of Environmental Science and Technology

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

GIS-based groundwater potential mapping using artificial neural network and support vector machine models: the case of Boryeong city in Korea

(2017) Saro Lee et al.   Geocarto International

Development of groundwater favourability map using GIS-based driven data mining models: an approach for effective groundwater resource management

(2017) Kehinde Anthony Mogaji et al.   Geocarto International

Data Mining Approaches for Landslide Susceptibility Mapping in Umyeonsan, Seoul, South Korea

(2017) Sunmin Lee et al.   Applied Sciences-Basel

GIS-based modeling of rainfall-induced landslides using data mining-based functional trees classifier with AdaBoost, Bagging, and MultiBoost ensemble frameworks

(2016) Dieu Tien Bui et al.   Environmental Earth Sciences

Prediction of groundwater flowing well zone at An-Najif Province, central Iraq using evidential belief functions model and GIS

(2016) Alaa M. Al-Abadi et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Delineation of groundwater potential zones using remote sensing and GIS-based data-driven models

(2016) Samira Ghorbani Nejad et al.   Geocarto International

Assessment of groundwater potential zones in coal mining impacted hard-rock terrain of India by integrating geospatial and analytic hierarchy process (AHP) approach

(2016) Akshay Kumar et al.   Geocarto International

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

(2015) Seyed Amir Naghibi et al.   WATER RESOURCES MANAGEMENT

Application of Decision-Tree Model to Groundwater Productivity-Potential Mapping

(2015) Saro Lee et al.   Sustainability

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

(2014) Haleh Nampak et al.   JOURNAL OF HYDROLOGY

Automatic detection of near surface geological and hydrological features and investigating their influence on groundwater accumulation and salinity in southwest Egypt using remote sensing and GIS

(2014) Samy Ismail Elmahdy et al.   Geocarto International

Landslide susceptibility analysis using probabilistic likelihood ratio model—a geospatial-based study

(2011) E. Ramani Sujatha et al.   Arabian Journal of Geosciences

Design and implementation of an intelligent recommendation system for tourist attractions: The integration of EBM model, Bayesian network and Google Maps

(2011) Fang-Ming Hsu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Combined use of groundwater modeling and potential zone analysis for management of groundwater

(2010) Shishir Gaur et al.   International Journal of Applied Earth Observation and Geoinformation

Landslide susceptibility mapping of a catchment area using frequency ratio, fuzzy logic and multivariate logistic regression approaches

(2010) B. Pradhan   Journal of the Indian Society of Remote Sensing

Comparison of decision tree methods for finding active objects

(2007) Yongheng Zhao et al.   ADVANCES IN SPACE RESEARCH