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Impacts of traffic-related particulate matter pollution on semen quality: A retrospective cohort study relying on the random forest model in a megacity of South China
- Source :
- Science of The Total Environment. 851:158387
- Publication Year :
- 2022
- Publisher :
- Elsevier BV, 2022.
-
Abstract
- Emerging evidence shows the detrimental impacts of particulate matter (PM) on poor semen quality. High-resolution estimates of PM concentrations are conducive to evaluating accurate associations between traffic-related PM exposure and semen quality.In this study, we firstly developed a random forest model incorporating meteorological factors, land-use information, traffic-related variables, and other spatiotemporal predictors to estimate daily traffic-related PM concentrations, including PMThe results showed that decreased sperm concentration was associated with PMOur results indicate that exposure to traffic-related PM
Details
- ISSN :
- 00489697
- Volume :
- 851
- Database :
- OpenAIRE
- Journal :
- Science of The Total Environment
- Accession number :
- edsair.doi.dedup.....ebaabac3cfdf87c299820720374da978