Research graph
References from Linking water quality index structure to seasonal contaminant dynamics and predictive stability in a semi-arid aquifer in the F'kirina Plain of North-eastern Algeria. Local targets link to admitted publications; unresolved targets remain external evidence.
Anthropogenic contamination of groundwater with nitrate in arid region: case study of southern Hodna (Algeria)
10.1007/s12665-012-1834-5 · 2013 · External reference
Assessment of groundwater quality with special emphasis on nitrate contamination in parts of Gautam Budh Nagar district, Uttar Pradesh, India
10.1007/s11631-018-00311-z · 2019 · External reference
Investigation of some physical, chemical, and bacteriological parameters of water quality in some dams in Albaha region, Saudi Arabia
2026 · External reference
A pedological characterisation of some inland wetlands and ramsar sites in Algeria
10.1002/ldr.2467 · 2016 · External reference
Seasonal variations in water quality and hydrological dynamics in a tropical reservoir driven by rainfall, runoff, and anthropogenic activities
10.1038/s41598-025-09808-z · 2025 · External reference
Nitrate causes deleterious effects on the behaviour and reproduction of the aquatic snail potamopyrgus antipodarum (Hydrobiidae, Mollusca)
10.1007/s11356-013-1544-x · 2013 · External reference
Dosage automatique des nutriments dans les eaux marines: méthodes en flux continu
2007 · External reference
A review on water quality indices
10.70322/hee.2025.10003 · 2025 · External reference
Integrated assessment of groundwater hydrogeochemistry and quality using multivariate statistical analysis, self-organizing maps, and water quality indices in District Bagh, AJK, Pakistan
10.1016/j.ecoenv.2025.118515 · 2025 · External reference
Assessment of water quality of groundwater, surface water, and wastewater using physicochemical parameters and microbiological indicators
2025 · External reference
Assessment of Water Quality Index for the groundwater in the Upper Cheliff Plain, Algeria
10.1007/s12594-017-0723-7 · 2017 · External reference
Integrated assessment of groundwater quality in Algeria’s Souk Ahras region: implications for sustainable and management water for drinking and irrigation purpose
10.1016/j.dwt.2024.100827 · 2024 · External reference
Nitrate toxicity to aquatic animals: a review with new data for freshwater invertebrates
10.1016/j.chemosphere.2004.10.044 · 2005 · External reference
Unresolved reference
External reference
Assessment of As, Pb, Cr and Cd in surface water systems accounting for dry and wet season and ecotoxic effect in Elodea canadensis in the historic mining district of Taxco, Mexico
10.1016/j.enceco.2025.11.013 · 2026 · External reference
Geochemical assessment of groundwater in a desertic region of India using chemometric analysis and entropy water quality index (EWQI)
10.1007/s11069-021-05204-8 · 2022 · External reference
Impacts of rainfall events on runoff water quality in an agricultural environment in temperate areas
10.1016/j.scitotenv.2011.01.033 · 2011 · External reference
Optimization of water quality index models using machine learning approaches
10.1016/j.watres.2023.120337 · 2023 · External reference
Comprehensive approach integrating water quality index and toxic element analysis for environmental and health risk assessment enhanced by simulation techniques
10.1007/s10653-024-02182-1 · 2024 · External reference
The use of PCA and ANN to improve evaluation of the WQIclassic, development of a new index, and prediction of WQI, Coastel Constantinois, northern coast of eastern Algeria
10.2166/ws.2022.389 · 2022 · External reference
Hydrological controls on nitrogen (ammonium versus nitrate) fluxes from river to coast in a subtropical region: observation and modeling
10.1016/j.jenvman.2018.02.051 · 2018 · External reference
Is water quality better in wet years or dry years in river-connected lakes? A case study from Dongting Lake, China
10.1016/j.envpol.2021.118115 · 2021 · External reference
Mapping and assessing impacts of land use land cover and climate conditions on groundwater quality using RS & GIS
10.1007/s13201-024-02351-8 · 2025 · External reference
Application of Water Quality Index (WQI) and multivariate analysis for Groundwater Quality assessment of the Birimian and Cape Coast granitoid Complex: densu River Basin of Ghana
10.1007/s12403-011-0044-9 · 2011 · External reference
Principal component analysis
10.1038/s43586-022-00184-w · 2022 · External reference
How PCA helps multi-criteria decision making for feature selection: a feature fusion approach in bioinformatics and gene expression data
10.1016/j.aej.2025.09.028 · 2025 · External reference
Machine learning algorithms for predicting the water quality index
10.3390/w15203540 · 2023 · External reference
Coastal aquifer salinization in semi-arid regions: the case of Grombalia (Tunisia)
10.3390/w13020129 · 2021 · External reference
10.1007/s10661-018-6469-x
10.1007/s10661-018-6469-x · External reference
Hydroclimatic extremes under global change of the F’kirina Plain in a semi-arid region, northeastern part of Algeria
2024 · External reference
Stability selection for lasso, ridge and elastic net implemented with AFT models
10.1515/sagmb-2017-0001 · 2019 · External reference
Predictive modeling of water quality index using machine learning technique
10.64252/9pdpwa93 · 2025 · External reference
Seasonal groundwater quality analysis in a drought prone agricultural region using GIS and IWQI for nitrate contamination insights
10.1038/s41598-025-06884-z · 2025 · External reference
Abbasi T and Abbasi SA: water quality indices
10.1007/s12665-014-3141-9 · 2014 · External reference
Integrated non-target screening and temporal trend analysis of emerging contaminants: implications for drinking water source management from a wet and dry season perspective
10.1016/j.jece.2025.119035 · 2025 · External reference
Enhancement of water quality index prediction using support vector machine with sensitivity analysis
10.3389/fenvs.2022.1061835 · 2023 · External reference
Principles of effective data visualization
10.1016/j.patter.2020.100141 · 2020 · External reference
Assessment and prediction of Water Quality Index (WQI) by seasonal key water parameters in a coastal city: application of machine learning models
10.1007/s10661-024-13209-6 · 2024 · External reference
Characterization and health risks of groundwater: insights from AWWQI, EWWQI and TCHI models in Jaipur district, Rajasthan, western India
10.1080/1573062x.2026.2672368 · 2026 · External reference
Enhancing water quality assessment in Skikda, Algeria using the PCA-based weighted index (WQI_P) and its predictive performance: a comparison with traditional WA_WQI approaches
10.1016/j.jconhyd.2026.104875 · 2026 · External reference
From fragmented to integrated: advancing surface water quality assessment through WQPI in the upper Medjerda River, northeastern Algeria
10.1016/j.dwt.2025.101342 · 2025 · External reference
Comparative analysis of machine learning models for predicting water quality index in Dhaka’s rivers of Bangladesh
10.1186/s12302-025-01078-w · 2025 · External reference
Assessing the influence of seasonal precipitation patterns on groundwater quality in the coal rich environment of Enugu, Nigeria
10.1007/s42452-024-05837-x · 2024 · External reference
Multi-source uncertainty quantification of water quality index models based on two-dimensional Monte Carlo simulation
10.1016/j.envsoft.2026.106860 · 2026 · External reference
The box plots alternative for visualizing quantitative data
10.1016/j.pmrj.2016.02.001 · 2016 · External reference
A framework for assessing the adequacy of Water Quality Index – Quantifying parameter sensitivity and uncertainties in missing values distribution
10.1016/j.scitotenv.2020.141982 · 2021 · External reference
Advancing groundwater quality assessment in Siliguri City of India through the RMS-WQI model incorporating the data-driven approaches
10.1016/j.cacint.2025.100270 · 2026 · External reference
Predictive modeling of water quality index (WQI) using regression techniques: a comparative analysis
2025 · External reference
Hydrogeological and geochemical characterization of groundwater in the F’Kirina plain (eastern Algeria)
10.1016/j.apgeochem.2021.104983 · 2021 · External reference
Unresolved reference
2016 · External reference
Investigation of water quality in wet and dry seasons under climate change
10.15421/2020_212 · 2020 · External reference
Analysis of the effects of wet and dry seasons on a Mediterranean river basin: consequences for coastal waters and its quality management
10.1016/j.ocecoaman.2013.03.012 · 2013 · External reference
Uncertainty analysis of water quality index (WQI) for groundwater quality evaluation: application of Monte-Carlo method for weight allocation
10.1016/j.ecolind.2020.106653 · 2020 · External reference
An uncertainty-informed water quality index: incorporation of data uncertainty into water quality assessment
10.1016/j.envsoft.2025.106760 · 2026 · External reference
Use of principal component Analysis for parameter selection for development of a novel Water Quality Index: a case study of river Ganga India
10.1016/j.ecolind.2018.09.025 · 2019 · External reference
Robust machine learning algorithms for predicting coastal water quality index
10.1016/j.jenvman.2022.115923 · 2022 · External reference
A novel approach for estimating and predicting uncertainty in water quality index model using machine learning approaches
10.1016/j.watres.2022.119422 · 2023 · External reference
A sophisticated model for rating water quality
10.1016/j.scitotenv.2023.161614 · 2023 · External reference
A novel approach for estimating and predicting uncertainty in water quality index model using machine learning approaches
10.1016/j.watres.2022.119422 · 2023 · External reference
A novel approach for estimating and predicting uncertainty in water quality index model using machine learning approaches
10.1016/j.watres.2022.119422 · 2023 · External reference
A sophisticated model for rating water quality
10.1016/j.scitotenv.2023.161614 · 2023 · External reference
Data-driven evolution of water quality models: an in-depth investigation of innovative outlier detection approaches-a case study of Irish Water Quality Index (IEWQI) model
10.1016/j.watres.2024.121499 · 2024 · External reference
A review of water quality index models and their use for assessing surface water quality
10.1016/j.ecolind.2020.107218 · 2021 · External reference
PCA-based feature reduction for hyperspectral remote sensing image classification
10.1080/02564602.2020.1740615 · 2021 · External reference
Unresolved reference
External reference
Application of water quality index for groundwater quality assessment: thirumanimuttar sub-basin, Tamilnadu, India
10.1007/s10661-009-1302-1 · 2010 · External reference
Unresolved reference
2022 · External reference
Assessing and predicting water quality index with key water parameters by machine learning models in coastal cities, China
10.1016/j.heliyon.2024.e33695 · 2024 · External reference
Optimizing water quality index using machine learning: a six-year comparative study in riverine and reservoir systems
2025 · External reference
Impacts of water quality variation and rainfall runoff on Jinpen Reservoir, in Northwest China
10.1016/j.wse.2015.12.003 · 2015 · External reference
Regularization and variable selection via the elastic net
10.1111/j.1467-9868.2005.00503.x · 2005 · External reference
A pedological characterisation of some inland wetlands and ramsar sites in Algeria
10.1002/ldr.2467 · ExternalCitation · doi-reference
Comprehensive approach integrating water quality index and toxic element analysis for environmental and health risk assessment enhanced by simulation techniques
10.1007/s10653-024-02182-1 · ExternalCitation · doi-reference
Application of water quality index for groundwater quality assessment: thirumanimuttar sub-basin, Tamilnadu, India
10.1007/s10661-009-1302-1 · ExternalCitation · doi-reference
10.1007/s10661-018-6469-x
10.1007/s10661-018-6469-x · ExternalCitation · doi-reference
Assessment and prediction of Water Quality Index (WQI) by seasonal key water parameters in a coastal city: application of machine learning models
10.1007/s10661-024-13209-6 · ExternalCitation · doi-reference
Geochemical assessment of groundwater in a desertic region of India using chemometric analysis and entropy water quality index (EWQI)
10.1007/s11069-021-05204-8 · ExternalCitation · doi-reference
Nitrate causes deleterious effects on the behaviour and reproduction of the aquatic snail potamopyrgus antipodarum (Hydrobiidae, Mollusca)
10.1007/s11356-013-1544-x · ExternalCitation · doi-reference
Assessment of groundwater quality with special emphasis on nitrate contamination in parts of Gautam Budh Nagar district, Uttar Pradesh, India
10.1007/s11631-018-00311-z · ExternalCitation · doi-reference
Application of Water Quality Index (WQI) and multivariate analysis for Groundwater Quality assessment of the Birimian and Cape Coast granitoid Complex: densu River Basin of Ghana
10.1007/s12403-011-0044-9 · ExternalCitation · doi-reference
Assessment of Water Quality Index for the groundwater in the Upper Cheliff Plain, Algeria
10.1007/s12594-017-0723-7 · ExternalCitation · doi-reference
Anthropogenic contamination of groundwater with nitrate in arid region: case study of southern Hodna (Algeria)
10.1007/s12665-012-1834-5 · ExternalCitation · doi-reference
Abbasi T and Abbasi SA: water quality indices
10.1007/s12665-014-3141-9 · ExternalCitation · doi-reference
Mapping and assessing impacts of land use land cover and climate conditions on groundwater quality using RS & GIS
10.1007/s13201-024-02351-8 · ExternalCitation · doi-reference
Assessing the influence of seasonal precipitation patterns on groundwater quality in the coal rich environment of Enugu, Nigeria
10.1007/s42452-024-05837-x · ExternalCitation · doi-reference
How PCA helps multi-criteria decision making for feature selection: a feature fusion approach in bioinformatics and gene expression data
10.1016/j.aej.2025.09.028 · ExternalCitation · doi-reference
Hydrogeological and geochemical characterization of groundwater in the F’Kirina plain (eastern Algeria)
10.1016/j.apgeochem.2021.104983 · ExternalCitation · doi-reference
Advancing groundwater quality assessment in Siliguri City of India through the RMS-WQI model incorporating the data-driven approaches
10.1016/j.cacint.2025.100270 · ExternalCitation · doi-reference
Nitrate toxicity to aquatic animals: a review with new data for freshwater invertebrates
10.1016/j.chemosphere.2004.10.044 · ExternalCitation · doi-reference
Integrated assessment of groundwater quality in Algeria’s Souk Ahras region: implications for sustainable and management water for drinking and irrigation purpose
10.1016/j.dwt.2024.100827 · ExternalCitation · doi-reference
From fragmented to integrated: advancing surface water quality assessment through WQPI in the upper Medjerda River, northeastern Algeria
10.1016/j.dwt.2025.101342 · ExternalCitation · doi-reference
Integrated assessment of groundwater hydrogeochemistry and quality using multivariate statistical analysis, self-organizing maps, and water quality indices in District Bagh, AJK, Pakistan
10.1016/j.ecoenv.2025.118515 · ExternalCitation · doi-reference
Use of principal component Analysis for parameter selection for development of a novel Water Quality Index: a case study of river Ganga India
10.1016/j.ecolind.2018.09.025 · ExternalCitation · doi-reference
Uncertainty analysis of water quality index (WQI) for groundwater quality evaluation: application of Monte-Carlo method for weight allocation
10.1016/j.ecolind.2020.106653 · ExternalCitation · doi-reference
A review of water quality index models and their use for assessing surface water quality
10.1016/j.ecolind.2020.107218 · ExternalCitation · doi-reference
Assessment of As, Pb, Cr and Cd in surface water systems accounting for dry and wet season and ecotoxic effect in Elodea canadensis in the historic mining district of Taxco, Mexico
10.1016/j.enceco.2025.11.013 · ExternalCitation · doi-reference
Is water quality better in wet years or dry years in river-connected lakes? A case study from Dongting Lake, China
10.1016/j.envpol.2021.118115 · ExternalCitation · doi-reference
An uncertainty-informed water quality index: incorporation of data uncertainty into water quality assessment
10.1016/j.envsoft.2025.106760 · ExternalCitation · doi-reference
Multi-source uncertainty quantification of water quality index models based on two-dimensional Monte Carlo simulation
10.1016/j.envsoft.2026.106860 · ExternalCitation · doi-reference
Assessing and predicting water quality index with key water parameters by machine learning models in coastal cities, China
10.1016/j.heliyon.2024.e33695 · ExternalCitation · doi-reference
Enhancing water quality assessment in Skikda, Algeria using the PCA-based weighted index (WQI_P) and its predictive performance: a comparison with traditional WA_WQI approaches
10.1016/j.jconhyd.2026.104875 · ExternalCitation · doi-reference
Integrated non-target screening and temporal trend analysis of emerging contaminants: implications for drinking water source management from a wet and dry season perspective
10.1016/j.jece.2025.119035 · ExternalCitation · doi-reference
Hydrological controls on nitrogen (ammonium versus nitrate) fluxes from river to coast in a subtropical region: observation and modeling
10.1016/j.jenvman.2018.02.051 · ExternalCitation · doi-reference
Robust machine learning algorithms for predicting coastal water quality index
10.1016/j.jenvman.2022.115923 · ExternalCitation · doi-reference
Analysis of the effects of wet and dry seasons on a Mediterranean river basin: consequences for coastal waters and its quality management
10.1016/j.ocecoaman.2013.03.012 · ExternalCitation · doi-reference
Principles of effective data visualization
10.1016/j.patter.2020.100141 · ExternalCitation · doi-reference
The box plots alternative for visualizing quantitative data
10.1016/j.pmrj.2016.02.001 · ExternalCitation · doi-reference
Impacts of rainfall events on runoff water quality in an agricultural environment in temperate areas
10.1016/j.scitotenv.2011.01.033 · ExternalCitation · doi-reference
A framework for assessing the adequacy of Water Quality Index – Quantifying parameter sensitivity and uncertainties in missing values distribution
10.1016/j.scitotenv.2020.141982 · ExternalCitation · doi-reference
A sophisticated model for rating water quality
10.1016/j.scitotenv.2023.161614 · ExternalCitation · doi-reference
A novel approach for estimating and predicting uncertainty in water quality index model using machine learning approaches
10.1016/j.watres.2022.119422 · ExternalCitation · doi-reference
Optimization of water quality index models using machine learning approaches
10.1016/j.watres.2023.120337 · ExternalCitation · doi-reference
Data-driven evolution of water quality models: an in-depth investigation of innovative outlier detection approaches-a case study of Irish Water Quality Index (IEWQI) model
10.1016/j.watres.2024.121499 · ExternalCitation · doi-reference
Impacts of water quality variation and rainfall runoff on Jinpen Reservoir, in Northwest China
10.1016/j.wse.2015.12.003 · ExternalCitation · doi-reference
Seasonal groundwater quality analysis in a drought prone agricultural region using GIS and IWQI for nitrate contamination insights
10.1038/s41598-025-06884-z · ExternalCitation · doi-reference
Seasonal variations in water quality and hydrological dynamics in a tropical reservoir driven by rainfall, runoff, and anthropogenic activities
10.1038/s41598-025-09808-z · ExternalCitation · doi-reference
Principal component analysis
10.1038/s43586-022-00184-w · ExternalCitation · doi-reference
PCA-based feature reduction for hyperspectral remote sensing image classification
10.1080/02564602.2020.1740615 · ExternalCitation · doi-reference
Characterization and health risks of groundwater: insights from AWWQI, EWWQI and TCHI models in Jaipur district, Rajasthan, western India
10.1080/1573062x.2026.2672368 · ExternalCitation · doi-reference
Regularization and variable selection via the elastic net
10.1111/j.1467-9868.2005.00503.x · ExternalCitation · doi-reference
Comparative analysis of machine learning models for predicting water quality index in Dhaka’s rivers of Bangladesh
10.1186/s12302-025-01078-w · ExternalCitation · doi-reference
Stability selection for lasso, ridge and elastic net implemented with AFT models
10.1515/sagmb-2017-0001 · ExternalCitation · doi-reference
Investigation of water quality in wet and dry seasons under climate change
10.15421/2020_212 · ExternalCitation · doi-reference
The use of PCA and ANN to improve evaluation of the WQIclassic, development of a new index, and prediction of WQI, Coastel Constantinois, northern coast of eastern Algeria
10.2166/ws.2022.389 · ExternalCitation · doi-reference
Enhancement of water quality index prediction using support vector machine with sensitivity analysis
10.3389/fenvs.2022.1061835 · ExternalCitation · doi-reference
Coastal aquifer salinization in semi-arid regions: the case of Grombalia (Tunisia)
10.3390/w13020129 · ExternalCitation · doi-reference
Machine learning algorithms for predicting the water quality index
10.3390/w15203540 · ExternalCitation · doi-reference
Predictive modeling of water quality index using machine learning technique
10.64252/9pdpwa93 · ExternalCitation · doi-reference
A review on water quality indices
10.70322/hee.2025.10003 · ExternalCitation · doi-reference
