Temporal dynamics of groundwater quality and associated health risks in a semi arid region of South India

This study investigates the seasonal variability of groundwater quality and the associated non-carcinogenic health risks from NO$$_{3}^{ - }$$and F$$^{ - }$$ in a semi-arid region of South India. A total of 61 groundwater samples collected during the pre- and post-monsoon seasons of 2020 were analyzed for major physicochemical parameters. Hydrogeochemical ratios, correlation analysis, principal component analysis (PCA), non-carcinogenic risk assessment for different age groups, and GIS-based spatial techniques were employed to identify the controlling processes and assess exposure risks. The results revealed a distinct seasonal shift in dominant cations from Na⁺ during the pre-monsoon to Ca²⁺ during the post-monsoon indicating the influence of silicate weathering, carbonate dissolution, and ion-exchange reactions. Bicarbonate HCO$$_{3}^{ - }$$and Cl$$^{ - }$$remained the dominant anions in both seasons. Temporal variations in Mg²⁺, Na⁺, Cl$$^{ - }$$, SO$$_{4}^{{2 - }}$$and NO$$_{3}^{ - }$$along groundwater flow paths and across land-use gradients reflected combined geogenic and anthropogenic contributions, with more pronounced impacts during the pre-monsoon period. These interpretations were further supported by geochemical ratios and multivariate statistical results. The Overall Water Quality Index (OWQI) indicated a 36.23% improvement in groundwater quality during the post-monsoon season, attributed to dilution from monsoonal recharge. Health-risk assessment showed that infants and children were the most vulnerable to ingestion-based exposure to NO$$_{3}^{ - }$$and F$$^{ - }$$, with the highest pre-monsoon hazard quotients observed for infants (mean = 4.51) and children (mean = 2.94), compared with adults (mean = 1.40). Dermal exposure posed a negligible risk for infants (mean = 0.01) and children (mean = 0.14), but contributed a moderate risk for adults (mean = 0.95), particularly in the pre-monsoon season. The study highlights the need for season-specific groundwater management and protection strategies in semi-arid regions. The findings provide critical insights into groundwater quality dynamics and health risks, contributing to the achievement of United Nations Sustainable Development Goal 6 (Clean Water and Sanitation).

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Publication Details

Journal
Discover Sustainability
Published
2026-01-29
DOI
https://doi.org/10.1007/s43621-026-02672-5
Primary Topic
Groundwater and Isotope Geochemistry
Type
article
Field-Weighted Citation Impact
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article

Temporal dynamics of groundwater quality and associated health risks in a semi arid region of South India

Ratnakar Dhakate, Pradeep Kumar Badapalli, Sakram Gugulothu, Shekhar More et al.
Discover Sustainability
Groundwater and Isotope Geochemistry
article

Temporal dynamics of groundwater quality and associated health risks in a semi arid region of South India

Ratnakar Dhakate, Pradeep Kumar Badapalli, Sakram Gugulothu, Shekhar More, Mamatha Ullengula, K. V. Suryabhagavan, N. Subba Rao, Gunnam Venakata Ratnalu
article en

Abstract

This study investigates the seasonal variability of groundwater quality and the associated non-carcinogenic health risks from NO$$_{3}^{ - }$$and F$$^{ - }$$ in a semi-arid region of South India. A total of 61 groundwater samples collected during the pre- and post-monsoon seasons of 2020 were analyzed for major physicochemical parameters. Hydrogeochemical ratios, correlation analysis, principal component analysis (PCA), non-carcinogenic risk assessment for different age groups, and GIS-based spatial techniques were employed to identify the controlling processes and assess exposure risks. The results revealed a distinct seasonal shift in dominant cations from Na⁺ during the pre-monsoon to Ca²⁺ during the post-monsoon indicating the influence of silicate weathering, carbonate dissolution, and ion-exchange reactions. Bicarbonate HCO$$_{3}^{ - }$$and Cl$$^{ - }$$remained the dominant anions in both seasons. Temporal variations in Mg²⁺, Na⁺, Cl$$^{ - }$$, SO$$_{4}^{{2 - }}$$and NO$$_{3}^{ - }$$along groundwater flow paths and across land-use gradients reflected combined geogenic and anthropogenic contributions, with more pronounced impacts during the pre-monsoon period. These interpretations were further supported by geochemical ratios and multivariate statistical results. The Overall Water Quality Index (OWQI) indicated a 36.23% improvement in groundwater quality during the post-monsoon season, attributed to dilution from monsoonal recharge. Health-risk assessment showed that infants and children were the most vulnerable to ingestion-based exposure to NO$$_{3}^{ - }$$and F$$^{ - }$$, with the highest pre-monsoon hazard quotients observed for infants (mean = 4.51) and children (mean = 2.94), compared with adults (mean = 1.40). Dermal exposure posed a negligible risk for infants (mean = 0.01) and children (mean = 0.14), but contributed a moderate risk for adults (mean = 0.95), particularly in the pre-monsoon season. The study highlights the need for season-specific groundwater management and protection strategies in semi-arid regions. The findings provide critical insights into groundwater quality dynamics and health risks, contributing to the achievement of United Nations Sustainable Development Goal 6 (Clean Water and Sanitation).

Discover SustainabilityVol. 7(1)
Andhra University (IN), National Geophysical Research Institute (IN), Parul University (IN), Addis Ababa University (ET), Osmania University (IN)
Clean water and sanitation
Openalex Percentile: Top 77%
Groundwater and Isotope Geochemistry
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