Application of artificial intelligence models for modeling water quality in groundwater: comprehensive review, evaluation and future trends
MS Hanoon, AN Ahmed, CM Fai, AH Birima… - Water, Air, & Soil …, 2021 - Springer
This study reported the state of the art of different artificial intelligence (AI) methods for
groundwater quality (GWQ) modeling and introduce a brief description of common AI …
groundwater quality (GWQ) modeling and introduce a brief description of common AI …
Comparison of machine learning models for predicting fluoride contamination in groundwater
R Barzegar, A Asghari Moghaddam… - … Research and Risk …, 2017 - Springer
Groundwater is an especially important freshwater source for water supplies in the Maku
area of northwest Iran. The groundwater of the area contains high concentrations of fluoride …
area of northwest Iran. The groundwater of the area contains high concentrations of fluoride …
Assessing water quality index and health risk using deterministic and probabilistic approaches in Darab County, Iran; a machine learning for fluoride prediction
A Mohammadpour, M Keshtkar, MR Samaei… - Chemosphere, 2024 - Elsevier
The present study employed deterministic and probabilistic approaches to determine the
Water Quality Index (WQI) and assess health risks associated with water consumption in …
Water Quality Index (WQI) and assess health risks associated with water consumption in …
Stochastic modeling of groundwater fluoride contamination: Introducing lazy learners
While it remains the primary source of safe drinking and irrigation water in northwest Iran's
Maku Plain, the region's groundwater is prone to fluoride contamination. Accordingly …
Maku Plain, the region's groundwater is prone to fluoride contamination. Accordingly …
Novel machine learning techniques based hybrid models (LR-KNN-ANN and SVM) in prediction of dental fluorosis in groundwater
Studies have shown that excessive intake of fluoride into human body from drinking water
may cause fluorosis adversely affects teeth and bones. Fluoride in water is mostly of …
may cause fluorosis adversely affects teeth and bones. Fluoride in water is mostly of …
A machine learning approach to dental fluorosis classification
Fluoride in groundwater has been found to pose a severe public health threat in two villages
(Karataş and Sarım) of western Sanliurfa in the southeastern Anatolia region of Turkey …
(Karataş and Sarım) of western Sanliurfa in the southeastern Anatolia region of Turkey …
[PDF][PDF] Prediction and modeling of fluoride concentrations in groundwater resources using an artificial neural network: a case study in Khaf
Background: One issue of concern in water supply is the quality of water. Measuring the
qualitative parameters of water is time-consuming and costly. Predicting these parameters …
qualitative parameters of water is time-consuming and costly. Predicting these parameters …
Prediction of geogenic source of groundwater fluoride contamination in Indian states: A comparative study of different supervised machine learning algorithms
G Singh, S Mehta - Journal of Water and Health, 2024 - iwaponline.com
India has been dealing with fluoride contamination of groundwater for the past few decades.
Long-term exposure of fluoride can cause skeletal and dental fluorosis. Therefore, an in …
Long-term exposure of fluoride can cause skeletal and dental fluorosis. Therefore, an in …
Spatial assessment of groundwater quality in Guna Tana landscape
TG Andualem, M Kassa, I Ahmed… - Environmental Quality …, 2019 - Wiley Online Library
This study focuses on investigating the quality of groundwater for irrigation and drinking
water purposes. Spatial distribution of physicochemical and microbiological parameters was …
water purposes. Spatial distribution of physicochemical and microbiological parameters was …
[PDF][PDF] Novel machine learning techniques based hybrid models (LR-KNN-ANN and SVM) in prediction of dental fluorosis in groundwater
MAMIY Aysegül, D Yetis - 2021 - researchgate.net
Studies have shown that excessive intake of fluoride into human body from drinking water
may cause fluorosis adversely affects teeth and bones. Fluoride in water is mostly of …
may cause fluorosis adversely affects teeth and bones. Fluoride in water is mostly of …