# Tracing Crustal and Anthropogenic Sources of Metal(loid)s in Hurricane Harvey Floodwater Remnants in Houston, Texas

**Authors:** Sourav Das, Vikram Kapoor, Shankararaman Chellam

PMC · DOI: 10.1021/acsestwater.5c01443 · ACS Es&t Water · 2026-03-05

## TL;DR

This study identifies the sources of metal contamination in floodwaters from Hurricane Harvey in Houston, showing that vehicle emissions and building materials contributed significantly beyond natural sources.

## Contribution

The study introduces a novel approach using multivariate analysis and rare earth elements to trace metal sources in floodwaters.

## Key findings

- Three main sources of metal(loid) contamination were identified: crustal materials, vehicular emissions, and the built environment.
- Vehicular residues and building materials contributed significantly to floodwater contamination beyond natural crustal dissolution.

## Abstract

Probable sources of metal­(loid) contamination in Hurricane
Harvey
floodwater remnants from diverse land use settings in Houston, Texas,
were investigated. The primary novelties of this work are that we
(i) analyzed a wide suite of 51 elements, including rare earths and
(ii) implemented two independent multivariate statistical techniques
to obtain clues to metal­(loid) sources. This approach differs from
many previous studies that simply reported the concentrations of a
limited number of metals in hurricane floodwaters. Hierarchical cluster
analysis and principal component analysis both resolved three major
and statistically distinct source categories: crustal materials, vehicular
emissions, and the built environment. The crustal source was confirmed
using light rare earth ternary diagrams, yttrium/holmium ratios, cerium
and europium anomalies, and Oddo-Harkins patterns. The influence of
motor vehicles and traffic was identified using enrichment factors
and simultaneous barium–cadmium–antimony and gallium–cadmium–antimony
three-component variations. Efflux from the built environment was
validated via signature elemental ratios and zinc–tin–lead
ternary variations. Overall, the deluge appears to have mobilized
metal­(loid)­s with vehicular residues and building materials contributing
substantially to floodwater contamination beyond natural crustal dissolution.
The source attribution framework developed herein provides a generalized
approach to identify metal­(loid) sources in any flood-prone urban
environment.

## Full-text entities

- **Chemicals:** zinc (MESH:D015032), antimony (MESH:D000965), cadmium (MESH:D002104), gallium (MESH:D005708), yttrium (MESH:D015019), europium (MESH:D005063), Metal (MESH:D008670), cerium (MESH:D002563), tin (MESH:D014001), barium (MESH:D001464), holmium (MESH:D006695), lead (MESH:D007854)

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12993842/full.md

## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12993842/full.md

## References

76 references — full list in the complete paper: https://tomesphere.com/paper/PMC12993842/full.md

---
Source: https://tomesphere.com/paper/PMC12993842