Spatiotemporal Variability in and Factors Associated with Wet Deposition of Atmospheric Mercury in China from 2000 to 2022

The wet deposition of atmospheric mercury (Hg) transfers Hg to terrestrial and aquatic ecosystems, yet China lacks spatially consistent, long-term monitoring, a critical gap given its high and spatially heterogeneous anthropogenic Hg emissions. We compiled candidate observations from 58 published studies at 120 coordinate sites and used a random forest model to reconstruct the wet Hg deposition from 2000 to 2022. Site-grouped five-fold validation gave an overall coefficient of determination (R2) of 0.596 and root mean square error (RMSE) of 47.80 µg m−2 yr−1; leave-one-region-out validation was weaker (RMSE = 66.29 µg m−2 yr−1). The reconstructed national annual mean flux ranged from 20.06 to 26.19 µg m−2 yr−1, and the derived volume-weighted mean (VWM) Hg concentration in precipitation ranged from 28.02 to 37.12 ng L−1. The concentration estimate was highest in 2022, while flux remained strongly associated with rainfall. The high-rainfall southern regions had lower VWM concentrations and high fluxes; the drier northwestern regions had relatively high concentrations but low fluxes. Transport sector value-added, coal consumption, industrial value-added, and precipitation ranked highest in Hg input importance, as characterized by the SHapley Additive exPlanations (SHAP) method, where the socioeconomic variables were correlated proxies rather than direct measures of Hg emissions. The joint interpretation of concentration, flux, and precipitation is essential for assessing ecosystem Hg loading, although regional transfer and local extremes remain uncertain.

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Publication Details

Journal
Toxics
Published
2026-09-30
DOI
https://doi.org/10.3390/toxics14100879
Primary Topic
Mercury impact and mitigation studies
Type
article
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article

Spatiotemporal Variability in and Factors Associated with Wet Deposition of Atmospheric Mercury in China from 2000 to 2022

Jiaqi Wu, Xi Cheng, Zhihao Zeng, Lei Liu et al.
Toxics
Mercury impact and mitigation studies
article

Spatiotemporal Variability in and Factors Associated with Wet Deposition of Atmospheric Mercury in China from 2000 to 2022

Jiaqi Wu, Xi Cheng, Zhihao Zeng, Lei Liu, Chenxi Zhao, Shuhua Zeng
article en

Abstract

The wet deposition of atmospheric mercury (Hg) transfers Hg to terrestrial and aquatic ecosystems, yet China lacks spatially consistent, long-term monitoring, a critical gap given its high and spatially heterogeneous anthropogenic Hg emissions. We compiled candidate observations from 58 published studies at 120 coordinate sites and used a random forest model to reconstruct the wet Hg deposition from 2000 to 2022. Site-grouped five-fold validation gave an overall coefficient of determination (R2) of 0.596 and root mean square error (RMSE) of 47.80 µg m−2 yr−1; leave-one-region-out validation was weaker (RMSE = 66.29 µg m−2 yr−1). The reconstructed national annual mean flux ranged from 20.06 to 26.19 µg m−2 yr−1, and the derived volume-weighted mean (VWM) Hg concentration in precipitation ranged from 28.02 to 37.12 ng L−1. The concentration estimate was highest in 2022, while flux remained strongly associated with rainfall. The high-rainfall southern regions had lower VWM concentrations and high fluxes; the drier northwestern regions had relatively high concentrations but low fluxes. Transport sector value-added, coal consumption, industrial value-added, and precipitation ranked highest in Hg input importance, as characterized by the SHapley Additive exPlanations (SHAP) method, where the socioeconomic variables were correlated proxies rather than direct measures of Hg emissions. The joint interpretation of concentration, flux, and precipitation is essential for assessing ecosystem Hg loading, although regional transfer and local extremes remain uncertain.

ToxicsVol. 14(10)
Chinese Academy of Meteorological Sciences (CN), State Key Laboratory of Severe Weather, China University of Mining and Technology - Beijing
Openalex Percentile: Top 13%
Mercury impact and mitigation studies
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Spatiotemporal Variability in and Factors Associated with Wet Deposition of Atmospheric Mercury in China from 2000 to 2022 — Jiaqi Wu, Xi Cheng, et al. · Toxics (2026) | TGRS Research Map | TGRS