Prediction of groundwater quality indices using machine learning algorithms

Extreme gradient boosting (Xgboost) model to predict the groundwater levels in Selangor Malaysia

(2021) Ahmedbahaaaldin Ibrahem Ahmed Osman et al.   Ain Shams Engineering Journal

Reliability evaluation of groundwater quality index using data-driven models

(2021) Mohammad Najafzadeh et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Iran's Groundwater Hydrochemistry

(2021) Mohsen Maghrebi et al.   Earth and Space Science

A Novel Multiple-Kernel Support Vector Regression Algorithm for Estimation of Water Quality Parameters

(2021) Mohammad Najafzadeh et al.   Natural Resources Research

Determining groundwater quality using indices and multivariate statistical techniques: a study of Tosham block, Haryana, India

(2021) Vishal Panghal et al.   ENVIRONMENTAL GEOCHEMISTRY AND HEALTH

Hydrogeochemical Evaluation of Groundwater Quality for Drinking and Irrigation Purposes Using Water Quality Index in Semi Arid Region of India

(2020) Munesh Kumari et al.   JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA

Receiving More Accurate Predictions for Longitudinal Dispersion Coefficients in Water Pipelines: Training Group Method of Data Handling Using Extreme Learning Machine Conceptions

(2020) Farid Saberi-Movahed et al.   WATER RESOURCES MANAGEMENT

Prediction of undrained shear strength using extreme gradient boosting and random forest based on Bayesian optimization

(2020) Wengang Zhang et al.   Geoscience Frontiers

Hybrid decision tree-based machine learning models for short-term water quality prediction

(2020) Hongfang Lu et al.   CHEMOSPHERE

Water Quality Prediction Using Artificial Intelligence Algorithms

(2020) Theyazn H. H Aldhyani et al.   Applied Bionics and Biomechanics

Groundwater quality forecasting using machine learning algorithms for irrigation purposes

(2020) Ali El Bilali et al.   AGRICULTURAL WATER MANAGEMENT

Water Quality Evaluation of the Yangtze River in China Using Machine Learning Techniques and Data Monitoring on Different Time Scales

(2019) Zhenzhen Di et al.   Water

Set pair analysis-Markov chain model for groundwater quality assessment and prediction: A case study of Xi’an city, China

(2019) Fengmei Su et al.   HUMAN AND ECOLOGICAL RISK ASSESSMENT

Prediction of the five-day biochemical oxygen demand and chemical oxygen demand in natural streams using machine learning methods

(2019) Mohammad Najafzadeh et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Groundwater quality evaluation using water quality index (WQI) for drinking purposes and human health risk (HHR) assessment in an agricultural region of Nanganur, south India

(2019) Narsimha Adimalla et al.   ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY

Deep Learning for Critical Infrastructure Resilience

(2019) Kevin Dick et al.   Journal of Infrastructure Systems

Finding High-Quality Groundwater Resources to Reduce the Hydatidosis Incidence in the Shiqu County of Sichuan Province, China: Analysis, Assessment, and Management

(2019) Dan Wang et al.   Exposure and Health

Entropy water quality index and probabilistic health risk assessment from geochemistry of groundwaters in hard rock terrain of Nanganur County, South India

(2019) Narsimha Adimalla et al.   CHEMIE DER ERDE-GEOCHEMISTRY

Machine learning methods for better water quality prediction

(2019) Ali Najah Ahmed et al.   JOURNAL OF HYDROLOGY

Comparison of support vector regression and extreme gradient boosting for decomposition-based data-driven 10-day streamflow forecasting

(2019) Xiang Yu et al.   JOURNAL OF HYDROLOGY

Assessing river water quality using water quality index in Lake Taihu Basin, China

(2018) Zhaoshi Wu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Water quality prediction using machine learning methods

(2018) Amir Hamzeh Haghiabi et al.   WATER QUALITY RESEARCH JOURNAL OF CANADA

Prediction of water quality parameters using evolutionary computing-based formulations

(2018) M. Najafzadeh et al.   International Journal of Environmental Science and Technology

Short-term forecasting of turbidity in trunk main networks

(2017) Gregory Meyers et al.   WATER RESEARCH

Machine Learning Algorithms for the Forecasting of Wastewater Quality Indicators

(2017) Francesco Granata et al.   Water

Ror2 signaling regulates Golgi structure and transport through IFT20 for tumor invasiveness

(2017) Michiru Nishita et al.   Scientific Reports

The water quality index and hydrochemical characterization of groundwater resources in Hafar Albatin, Saudi Arabia

(2014) Anwar A. Aly et al.   Arabian Journal of Geosciences

Assessment of water quality parameters using multivariate analysis for Klang River basin, Malaysia

(2014) Ibrahim Mohamed et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Influence of hydrogeochemical processes and assessment of suitability for groundwater uses in Busan City, Korea

(2014) S. Y. Chung et al.   ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY

A Comparative Study of USA and Canadian Water Quality Index Models

(2012) A. Lumb et al.   Water Quality Exposure and Health

Application of water quality index for groundwater quality assessment: Thirumanimuttar sub-basin, Tamilnadu, India

(2010) M. Vasanthavigar et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT