Entropy‐Based Water Quality Index and Human Health Risk Assessment in Eastern Gangetic Plains

ABSTRACT Groundwater (GW) is the primary water source in the Eastern Gangetic Plains and is increasingly threatened by geogenic and anthropogenic contamination, posing risks to dependent populations. This study assesses GW hydrogeochemistry and its suitability for drinking and irrigation in Bodh Gaya, Bihar, India, a major Buddhist pilgrimage center hosting the UNESCO‐listed Mahabodhi Temple. Fifty GW samples were collected and analyzed using standard methods. Results show that concentrations of NO 3 − , F − , Ca 2+ , Mg 2+ , and total dissolved solids (TDS) exceed Bureau of Indian Standards (BIS 10500:2012) limits in several samples. Ionic dominance follows Ca 2+ > Na + > Mg 2+ > K + and HCO 3 − > Cl − > SO 4 2− > NO 3 − > F − , indicating control by alkaline earth metals and weak acids. About 26% of GW samples exceed the acceptable limit of nitrate. The entropy water quality index (EWQI) classifies 96% of samples as good to excellent for drinking. However, health risk assessment indicates noncarcinogenic risk, with hazard quotient (HQ) values exceeding safe limits in 16% of samples for adults and 24% for children. Principal component analysis reveals three dominant factors explaining 81.78% of total variance, reflecting combined geogenic and anthropogenic influences, mainly mineral dissolution and rock weathering. Irrigation indices (electrical conductivity [EC], sodium adsorption ratio [SAR], residual sodium carbonate [RSC], Na%, and magnesium hazard ratio [MHR]) suggest most GW is suitable for agricultural use. Overall, GW quality is largely acceptable, but elevated nitrate levels require targeted management to protect public health in this ungauged region.

Authors

Institutions

Publication Details

Journal
CLEAN - Soil Air Water
Published
2026-06-30
DOI
https://doi.org/10.1002/clen.70230
Primary Topic
Groundwater and Isotope Geochemistry
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Entropy‐Based Water Quality Index and Human Health Risk Assessment in Eastern Gangetic Plains

Nityanand Singh Maurya, Shivam Kumar, Sumant Kumar
CLEAN - Soil Air Water
Groundwater and Isotope Geochemistry
article

Entropy‐Based Water Quality Index and Human Health Risk Assessment in Eastern Gangetic Plains

Nityanand Singh Maurya, Shivam Kumar, Sumant Kumar
article en

Abstract

ABSTRACT Groundwater (GW) is the primary water source in the Eastern Gangetic Plains and is increasingly threatened by geogenic and anthropogenic contamination, posing risks to dependent populations. This study assesses GW hydrogeochemistry and its suitability for drinking and irrigation in Bodh Gaya, Bihar, India, a major Buddhist pilgrimage center hosting the UNESCO‐listed Mahabodhi Temple. Fifty GW samples were collected and analyzed using standard methods. Results show that concentrations of NO 3 − , F − , Ca 2+ , Mg 2+ , and total dissolved solids (TDS) exceed Bureau of Indian Standards (BIS 10500:2012) limits in several samples. Ionic dominance follows Ca 2+ > Na + > Mg 2+ > K + and HCO 3 − > Cl − > SO 4 2− > NO 3 − > F − , indicating control by alkaline earth metals and weak acids. About 26% of GW samples exceed the acceptable limit of nitrate. The entropy water quality index (EWQI) classifies 96% of samples as good to excellent for drinking. However, health risk assessment indicates noncarcinogenic risk, with hazard quotient (HQ) values exceeding safe limits in 16% of samples for adults and 24% for children. Principal component analysis reveals three dominant factors explaining 81.78% of total variance, reflecting combined geogenic and anthropogenic influences, mainly mineral dissolution and rock weathering. Irrigation indices (electrical conductivity [EC], sodium adsorption ratio [SAR], residual sodium carbonate [RSC], Na%, and magnesium hazard ratio [MHR]) suggest most GW is suitable for agricultural use. Overall, GW quality is largely acceptable, but elevated nitrate levels require targeted management to protect public health in this ungauged region.

CLEAN - Soil Air WaterVol. 54(7)
National Institute of Technology Patna (IN), National Institute of Hydrology (IN)
Clean water and sanitation
Openalex Percentile: Top 9%
Groundwater and Isotope Geochemistry
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.