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April 10, 2026Environmental Earth Sciences2 citationsOpen Access

Seasonal dynamics and source apportionment of toxic metals in harvested rainwater: A geochemical and statistical approach

IOIlemobayo Ifedayo OguntimehinTEThompson Faraday EdiagbonyaMAMotunrayo Julianah Ayodele

Key Points

  • The research aims to understand the seasonal patterns and health risks of toxic metals in harvested rainwater.
  • Collected monthly rainwater samples from April to August.
  • Analyzed for metal concentrations, including Cd, Pb, and As.
  • Used geoaccumulation index and enrichment factor for source apportionment.
  • Conducted health risk assessments based on metal concentrations.
  • Found elevated concentrations of Cd (3.30 mg/L), Pb (3.02 mg/L), and As (0.30 mg/L) at the rainy season's start.
  • Identified Cd and Se as critical pollutants with Igeo > 3 and EF > 5000.
  • Determined severe health risks for children with hazard quotients exceeding safe limits for Cd (HQ = 21.83) and Pb (HQ = 32.53).
  • Binary elemental ratios indicated differentiation between natural and anthropogenic sources.

Abstract

This study investigates the seasonal dynamics, source apportionment, and human health risks of toxic metals in harvested rainwater (HRW) using a geochemical and statistical approach. Monthly samples were collected from April to August to capture wet-season variations. Results show significantly elevated metal concentrations at the onset of the rainy season, particularly for Cd (3.30 mg/L), Pb (3.02 mg/L), and As (0.30 mg/L), reflecting the “first-flush” effect. Concentrations declined over time, indicating wash-off of accumulated atmospheric and rooftop contaminants. Geoaccumulation index (Igeo) and enrichment factor (EF) analyses reveal Cd and Se as the most critical pollutants, with Igeo > 3 and EF > 5000, pointing to strong anthropogenic sources. Health risk assessment indicates severe non-carcinogenic risks, especially for children, with hazard quotients (HQ) exceeding safe limits (HQ > 1) for Cd (HQ = 21.83) and Pb (HQ = 32.53). Arsenic and Se also contribute significantly to health risks. Binary elemental ratios (e.g., Ca/Mg, Na/K) support source differentiation between natural and anthropogenic inputs. The findings highlight that HRW, despite its utility, poses serious health risks without treatment. Mitigation strategies such as first-flush diversion, improved roofing materials, and regular maintenance are essential for safe utilization. This work supports SDG 6 by promoting safe water practices in vulnerable communities.

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Cite This Study

Oguntimehin et al. (2026) studied this question.

synapsesocial.com/papers/69d892d16c1944d70ce0411chttps://doi.org/10.1007/s12665-026-12826-3
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