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Potentially toxic elements contamination in the water resources: an integrated risk assessment approach in the upper Citarum watershed area

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Abstract

The Citarum watershed is West Java Province’s most important water resource; hence, harmful compounds should be monitored regularly. This study assessed pollution levels along with ecological and health risks from Cd, Pb, Mn, Fe, Cu, Cr, and Hg contamination in river water, sediment, groundwater, and soil in Citarum’s upper watershed. In river water, the average amounts of Cd, Pb, Mn, Fe, Cu, Cr, and Hg were 0.002, 0.05, 0.092, 0.649, 0.022, 0.001, and 0.421 mg/L. In sediment, they were 7.4, 1175.1, 32,289.9, 37.3, 3.9, and 0.015 mg/kg. The mean concentrations of Cd, Pb, Mn, Fe, Cu, Cr, and Hg in groundwater were 0.004, 0.046, 0.567, 0.366, 0.019, 0.001, and 0.177 mg/L, and in soil, BDL, 10.2, 744.6, 50,094.1, 45.6, 5.9, and 0.015 mg/kg. The river water and groundwater were highly polluted by PTEs, with HPI values of 14,733 and 933, respectively. While PTEs pollution levels and risk in sediment and soil were low based on I-geo, CF, PLI, and M-ERM-Q values, PTEs contamination in river water may cause adverse impacts on aquatic living organisms (HQ > 1). The population doing recreational activities in river ecosystems was still safe from non-carcinogenic and carcinogenic impacts due to PTEs exposure from river water and sediment (THI < 1 and TCR value < 1E−04), while the population in the upper Citarum River was not safe from the carcinogenic risk due to PTE exposure from groundwater and soil (TCR > 1E−04). The sensitivity analysis showed that Cd concentration in groundwater is the most influential factor in cancer risk, with a total contribution of 99.9%. Therefore, a reduction in Cd concentration in groundwater is important to reduce cancer risk in the population.

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Abbreviations

ABSd :

Fraction of absorbed contaminant from sediment/soil

AF in ERA method:

Assessment factor

AF in HHRA method:

Adherence factor

Al:

Aluminum

As:

Arsenic

AT:

Averaging time of exposure

BDL:

Below detection limit

BW:

Body weight

Cd:

Cadmium

CF:

Contamination factor

CFw :

Conversion factor for water

CFs :

Conversion factor for soil/sediment

Cu:

Copper

Cr:

Chromium

CR:

Carcinogenic risk

CSF:

Cancer slope factor

DNA:

Deoxyribonucleic acid

EC:

Electrical conductivity

ECOTOX:

ECOTOXicology knowledgebase is a source for locating single chemical toxicity data for aquatic life, terrestrial plants and wildlife

ED:

Exposure duration

EF:

Enrichment factor

EF in HHRA method:

Exposure frequency

Eh:

Redox potential

ERA:

Ecological risk assessment

ET:

Exposure time

EV:

Event of exposure

Fe:

Iron

GIABS:

Gastrointestinal absorption

H:

Height of people

HC5:

Hazard concentration of 5% species affected by specific contaminants

HCA:

Hierarchical cluster analysis

Hg:

Mercury

HHRA:

Human health risk assessment

HI:

Hazard index

HPI:

Heavy metals pollution index

HQ:

Hazard quotient

I-geo:

Index geo-accumulation

IR:

Ingestion rate

Kp:

Constant of dermal permeability

LQI:

Lincoln quality index

LT:

Lifetime exposure for carcinogenic risk

MCS:

Monte Carlo simulation

MEC:

Measured environmental concentration

mg/Kg:

Milligram per kilogram

mg/L:

Milligram per liter

M-ERM-Q:

Mean effect range median quotient

Mn:

Manganese

mV:

Milivolt

MW:

Megawatt

Ni:

Nickel

NOEC:

No observed effect concentration

ORP:

Oxidation–reduction potential

Pb:

Lead

PEF:

Particulate emission factor

PLI:

Pollution load index

PNEC:

Predicted no-effect concentration

PTEs:

Potentially toxic elements

RAIS:

Risk assessment information systems

RBA:

Relative bioavailability factor

RfC:

Reference concentration

RfD:

Reference dose

SA:

Surface skin area which exposed by contaminants

SSD:

Species sensitivity distribution

TCR:

Total cancer risk

TDS:

Total dissolved solid

THI:

Total hazard index

Ti:

Titanium

USEPA:

United States of environmental protection agency

WHO:

World Health Organization

WQI:

Water quality index

Zn:

Zinc

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Funding

This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sectors.

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Contributions

The authors confirm contribution to the paper as follows: RDPA was the main contributor to this article and was responsible for writing original draft, RM was responsible for analytical method verification and supervising the research project, HN, RMS, and AY contributed to the review and edited final version of the manuscript, and AFR, DM, RD, AM, YR, and END helped to conduct sampling and data analysis. All authors reviewed the results and approved the final version of the manuscript.

Corresponding authors

Correspondence to Ratna Dwi Puji Astuti or Rizka Maria.

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Astuti, R.D.P., Maria, R., Nurohman, H. et al. Potentially toxic elements contamination in the water resources: an integrated risk assessment approach in the upper Citarum watershed area. Environ Geochem Health 46, 77 (2024). https://doi.org/10.1007/s10653-023-01818-y

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