Heavy Metal Contamination and Ecological Risk Assessment in the Bhairab–Rupsha River Basin: An Integrated Approach Using Pollution Indices, Spatial Mapping, and Multivariate Analysis

ABSTRACT Heavy metal contamination in tidal river systems is an increasing environmental concern in rapidly urbanizing regions of South Asia. This study presents an integrated assessment of heavy metal pollution and ecological risk in the Bhairab–Rupsha River basin, Bangladesh. Concentrations of six priority metals—chromium (Cr), nickel (Ni), copper (Cu), zinc (Zn), cadmium (Cd), and lead (Pb)—were determined in water and surface sediments collected during the pre‐ and post‐monsoon seasons using inductively coupled plasma–mass spectrometry (ICP–MS). Data quality was ensured through strict QA/QC procedures. Pollution and ecological risks were evaluated using the heavy metal pollution index (HPI), heavy metal evaluation index (HEI), water–sediment concentration factor ( K d ), contamination factor ( C f ), degree of contamination ( C d ), pollution load index (PLI), geo‐accumulation index ( I geo ), ecological risk factor ( E r ), potential ecological risk index (PER), spatial mapping, and principal component analysis (PCA). Water samples showed the concentration order as follows: Cu > Cr > Ni > Pb > Zn > Cd, with Cr, Cd, and Pb exceeding the Bangladesh Environmental Conservation Rules and the relevant United States Environmental Protection Agency (USEPA) and CCME aquatic life guidelines. HPI values exceeded the critical limit (>100) at all stations, indicating severe water quality deterioration, particularly downstream. In contrast, sediment metal concentrations remained below guideline thresholds, with C f < 1, C d < 8, PLI < 1, I geo < 0, and PER indicating low ecological risk. Spatial analysis revealed increasing downstream enrichment associated with industrial discharges, municipal wastewater, and port activities. PCA explained 98.8% of the total variance, suggesting a dominant anthropogenic source of contamination.

Authors

Institutions

Publication Details

Journal
CLEAN - Soil Air Water
Published
2026-08-28
DOI
https://doi.org/10.1002/clen.70271
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

Heavy Metal Contamination and Ecological Risk Assessment in the Bhairab–Rupsha River Basin: An Integrated Approach Using Pollution Indices, Spatial Mapping, and Multivariate Analysis

Quazi Hamidul Bari, Tamzid Ahmed, Md. Shafiquzzaman, M. M. Rahman
CLEAN - Soil Air Water
Heavy metals in environment
article

Heavy Metal Contamination and Ecological Risk Assessment in the Bhairab–Rupsha River Basin: An Integrated Approach Using Pollution Indices, Spatial Mapping, and Multivariate Analysis

Quazi Hamidul Bari, Tamzid Ahmed, Md. Shafiquzzaman, M. M. Rahman
article en

Abstract

ABSTRACT Heavy metal contamination in tidal river systems is an increasing environmental concern in rapidly urbanizing regions of South Asia. This study presents an integrated assessment of heavy metal pollution and ecological risk in the Bhairab–Rupsha River basin, Bangladesh. Concentrations of six priority metals—chromium (Cr), nickel (Ni), copper (Cu), zinc (Zn), cadmium (Cd), and lead (Pb)—were determined in water and surface sediments collected during the pre‐ and post‐monsoon seasons using inductively coupled plasma–mass spectrometry (ICP–MS). Data quality was ensured through strict QA/QC procedures. Pollution and ecological risks were evaluated using the heavy metal pollution index (HPI), heavy metal evaluation index (HEI), water–sediment concentration factor ( K d ), contamination factor ( C f ), degree of contamination ( C d ), pollution load index (PLI), geo‐accumulation index ( I geo ), ecological risk factor ( E r ), potential ecological risk index (PER), spatial mapping, and principal component analysis (PCA). Water samples showed the concentration order as follows: Cu > Cr > Ni > Pb > Zn > Cd, with Cr, Cd, and Pb exceeding the Bangladesh Environmental Conservation Rules and the relevant United States Environmental Protection Agency (USEPA) and CCME aquatic life guidelines. HPI values exceeded the critical limit (>100) at all stations, indicating severe water quality deterioration, particularly downstream. In contrast, sediment metal concentrations remained below guideline thresholds, with C f < 1, C d < 8, PLI < 1, I geo < 0, and PER indicating low ecological risk. Spatial analysis revealed increasing downstream enrichment associated with industrial discharges, municipal wastewater, and port activities. PCA explained 98.8% of the total variance, suggesting a dominant anthropogenic source of contamination.

CLEAN - Soil Air WaterVol. 54(9)
Khulna University of Engineering and Technology (BD), Qassim University (SA), Bangladesh University of Engineering and Technology (BD)
Sustainable cities and communities
Openalex Percentile: Top 20%
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.