Integrated geo-environmental evaluation of groundwater contamination using PLI and Igeo in Kanker, Central India

To identify source distribution and evaluate risk, groundwater samples were collected from 15 different sampling areas around the Kanker district of Chhattisgarh, India. Atomic absorption spectrophotometry (AAS) was used to measure the concentrations of various hazardous metals, including As, Cu, Pb, Co, Fe, Ni, Zn, and Cr, at specific points within the research region. Statistical methods were then used to assess the distribution of these metals. Using analytical findings, the pollution load index (PLI), modified degree of contamination (mCdeg), geo-accumulation index (Igeo), contamination factor (CF), and metal index (MI) were assessed, along with a comprehensive evaluation of heavy metal pollution. The amount of Fe, Zn, Pb, Mn, Ni, and Cr in the groundwater was measured at 5.47, 0.45, 1.41, 0.32, 0.70, and 0.94 ppm, respectively. The concentrations of As, Cd, and Cu were below the acceptable limits. Based on the concentration and metal pollution indices, the total number of examined samples was classified as having no pollution and being moderately affected, indicating that the collected groundwater samples were of high quality. The results will provide comprehensive knowledge about the concentrations of heavy metals and contribute to efforts aimed at reducing pollution and enhancing environmental sustainability in this area.

Authors

Institutions

Publication Details

Journal
Advances in Industrial and Engineering Chemistry
Published
2026-07-27
DOI
https://doi.org/10.1007/s44405-026-00049-w
Primary Topic
Heavy metals in environment
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Integrated geo-environmental evaluation of groundwater contamination using PLI and Igeo in Kanker, Central India

Shashank Sharma, Gaurav Tamrakar, Priyanka Gupta
Advances in Industrial and Engineering Chemistry
Heavy metals in environment
article

Integrated geo-environmental evaluation of groundwater contamination using PLI and Igeo in Kanker, Central India

Shashank Sharma, Gaurav Tamrakar, Priyanka Gupta
article en

Abstract

To identify source distribution and evaluate risk, groundwater samples were collected from 15 different sampling areas around the Kanker district of Chhattisgarh, India. Atomic absorption spectrophotometry (AAS) was used to measure the concentrations of various hazardous metals, including As, Cu, Pb, Co, Fe, Ni, Zn, and Cr, at specific points within the research region. Statistical methods were then used to assess the distribution of these metals. Using analytical findings, the pollution load index (PLI), modified degree of contamination (mCdeg), geo-accumulation index (Igeo), contamination factor (CF), and metal index (MI) were assessed, along with a comprehensive evaluation of heavy metal pollution. The amount of Fe, Zn, Pb, Mn, Ni, and Cr in the groundwater was measured at 5.47, 0.45, 1.41, 0.32, 0.70, and 0.94 ppm, respectively. The concentrations of As, Cd, and Cu were below the acceptable limits. Based on the concentration and metal pollution indices, the total number of examined samples was classified as having no pollution and being moderately affected, indicating that the collected groundwater samples were of high quality. The results will provide comprehensive knowledge about the concentrations of heavy metals and contribute to efforts aimed at reducing pollution and enhancing environmental sustainability in this area.

Advances in Industrial and Engineering ChemistryVol. 2(1)
Kalinga University (IN), Sharda University (IN)
Life in Land
Openalex Percentile: Top 18%
Heavy metals in environment
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.

Integrated geo-environmental evaluation of groundwater contamination using PLI and Igeo in Kanker, Central India — Shashank Sharma, Gaurav Tamrakar, et al. · Advances in Industrial and Engineering Chemistry (2026) | TGRS Research Map | TGRS