Use of GIS, Statistics and Machine Learning for Groundwater Quality Management: Application to Nitrate Contamination

GIS-Based Spatiotemporal Mapping of Groundwater Potability and Palatability Indices in Arid and Semi-Arid Areas

(2021) Tariq Judeh et al.   Water

Assessment of Complex Terminal Groundwater Aquifer for Different Use of Oued Souf Valley (Algeria) Using Multivariate Statistical Methods, Geostatistical Modeling, and Water Quality Index

(2021) Ayoub Barkat et al.   Water

Evaluation of the Groundwater Quality Using the Water Quality Index and Geostatistical Analysis in the Dier al-Balah Governorate, Gaza Strip, Palestine

(2020) Moustafa El Baba et al.   Water

Rainwater Harvesting for Sustainable Agriculture in High Water-Poor Areas in the West Bank, Palestine

(2020) Sameer Shadeed et al.   Water

Tree-Based Modeling Methods to Predict Nitrate Exceedances in the Ogallala Aquifer in Texas

(2020) Venkatesh Uddameri et al.   Water

Identification of the Nitrogen Sources in the Eocene Aquifer Area (Palestine)

(2020) Mohammad N. Almasri et al.   Water

A GIS-based DRASTIC Model and an Adjusted DRASTIC Model (DRASTICA) for Groundwater Susceptibility Assessment along the China–Pakistan Economic Corridor (CPEC) Route

(2020) Ahsen Maqsoom et al.   ISPRS International Journal of Geo-Information

Comparative Analysis of Artificial Intelligence Models for Accurate Estimation of Groundwater Nitrate Concentration

(2020) Shahab S. Band et al.   SENSORS

Combining Spatial Analysis and a Drinking Water Quality Index to Evaluate Monitoring Data

(2019) Hongxing Li et al.   International Journal of Environmental Research and Public Health

Predictive modeling of elevated groundwater nitrate in a karstic spring-contributing area using random forests and regression-kriging

(2019) Andy Canion et al.   Environmental Earth Sciences

Large scale prediction of groundwater nitrate concentrations from spatial data using machine learning

(2019) Lukas Knoll et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Groundwater nitrate pollution and climate change: learnings from a water balance-based analysis of several aquifers in a western Mediterranean region (Catalonia)

(2018) Josep Mas-Pla et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

An Easy-to-Use Method for Assessing Nitrate Contamination Susceptibility in Groundwater

(2018) Daniela Ducci   GEOFLUIDS

Assessment of Groundwater Nitrate Pollution Potential in Central Valley Aquifer Using Geodetector-Based Frequency Ratio (GFR) and Optimized-DRASTIC Methods

(2018) Anil Shrestha et al.   ISPRS International Journal of Geo-Information

Assessment of groundwater nitrate contamination hazard in a semi-arid region by using integrated parametric IPNOA and data-driven logistic regression models

(2018) Hossein Mojaddadi Rizeei et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

A hybrid machine learning model to predict and visualize nitrate concentration throughout the Central Valley aquifer, California, USA

(2017) Katherine M. Ransom et al.   SCIENCE OF THE TOTAL ENVIRONMENT

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

Spatial Assessment of Groundwater Quality Monitoring Wells Using Indicator Kriging and Risk Mapping, Amol-Babol Plain, Iran

(2014) Tahoora Sheikhy Narany et al.   Water

Logistic regression modeling to assess groundwater vulnerability to contamination in Hawaii, USA

(2013) Alan Mair et al.   JOURNAL OF CONTAMINANT HYDROLOGY

Spatio-temporal Drought Analysis in Arid and Semi-arid Regions: A Case Study from Palestine

(2012) Sameer Shadeed   ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING

Assessment of nitrate contamination of groundwater using lumped-parameter models

(2009) Lubna Hajhamad et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Analysis of Nitrate Contamination of Gaza Coastal Aquifer, Palestine

(2008) Mohammad N. Almasri et al.   JOURNAL OF HYDROLOGIC ENGINEERING