Jelena Obradović , Jelena Vesković , Milena Jovašević-Stojanović , Milan Obradović , Antonije Onjia
{"title":"室内和室外学校环境中pm2.5结合的多环芳烃源特异性风险的二维蒙特卡罗模拟","authors":"Jelena Obradović , Jelena Vesković , Milena Jovašević-Stojanović , Milan Obradović , Antonije Onjia","doi":"10.1016/j.buildenv.2025.113050","DOIUrl":null,"url":null,"abstract":"<div><div>Probabilistic health risks in school environments from fine particulate matter (PM<sub>2.5</sub>) bound polycyclic aromatic hydrocarbons (PAHs) emitted from specific sources were evaluated. The sixteen priority PAHs were examined in PM<sub>2.5</sub> samples collected indoors and outdoors in the heating and non-heating seasons. The average concentrations of total PAHs (ΣPAHs) bound to PM<sub>2.5</sub> were lower indoors than outdoors, with ΣPAH concentrations being notably higher in the heating season (11.1 ± 2.3 ng/m<sup>3</sup> indoors and 12.5 ± 4.2 ng/m<sup>3</sup> outdoors) than in the non-heating season (8.2 ± 1.6 ng/m<sup>3</sup> indoors and 9.9 ± 3.0 ng/m<sup>3</sup> outdoors). Acenaphthene, benzo[b]fluoranthene, and benzo[k]fluoranthene were the most abundant PAHs. Diagnostic PAH ratios and positive matrix factorization indicated that vehicular emissions and natural gas, biomass, and coal combustion were the major sources of PAHs during the heating season, whereas traffic was the primary PAH source in the non-heating season. The average total carcinogenicity, estimated using benzo[a]pyrene (BaP) equivalents, was 0.99 ng/m<sup>3</sup> indoors and 1.1 ng/m<sup>3</sup> outdoors for ΣPAHs, whereas BaP and dibenz[a,h]anthracene were the highest risk contributors. Two-dimensional Monte Carlo simulation revealed the average lifetime lung cancer risk (LLCR) due to exposure to PAHs in school environments of 8.65 × 10<sup>−5</sup> indoors and 9.63 × 10<sup>−5</sup> outdoors. In addition, the 95th percentile of the LLCR was found to be 8.86 × 10<sup>−5</sup> for indoors and 9.91 × 10<sup>−5</sup> for outdoors. These results suggest that the inhalation exposure of students to PAHs bound to PM<sub>2.5</sub> poses potential health risks but remains below the serious risk level.</div></div>","PeriodicalId":9273,"journal":{"name":"Building and Environment","volume":"279 ","pages":"Article 113050"},"PeriodicalIF":7.1000,"publicationDate":"2025-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Two-dimensional Monte Carlo simulation of source-specific risks from PM2.5-bound polycyclic aromatic hydrocarbons in indoor and outdoor school environments\",\"authors\":\"Jelena Obradović , Jelena Vesković , Milena Jovašević-Stojanović , Milan Obradović , Antonije Onjia\",\"doi\":\"10.1016/j.buildenv.2025.113050\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Probabilistic health risks in school environments from fine particulate matter (PM<sub>2.5</sub>) bound polycyclic aromatic hydrocarbons (PAHs) emitted from specific sources were evaluated. The sixteen priority PAHs were examined in PM<sub>2.5</sub> samples collected indoors and outdoors in the heating and non-heating seasons. The average concentrations of total PAHs (ΣPAHs) bound to PM<sub>2.5</sub> were lower indoors than outdoors, with ΣPAH concentrations being notably higher in the heating season (11.1 ± 2.3 ng/m<sup>3</sup> indoors and 12.5 ± 4.2 ng/m<sup>3</sup> outdoors) than in the non-heating season (8.2 ± 1.6 ng/m<sup>3</sup> indoors and 9.9 ± 3.0 ng/m<sup>3</sup> outdoors). Acenaphthene, benzo[b]fluoranthene, and benzo[k]fluoranthene were the most abundant PAHs. Diagnostic PAH ratios and positive matrix factorization indicated that vehicular emissions and natural gas, biomass, and coal combustion were the major sources of PAHs during the heating season, whereas traffic was the primary PAH source in the non-heating season. The average total carcinogenicity, estimated using benzo[a]pyrene (BaP) equivalents, was 0.99 ng/m<sup>3</sup> indoors and 1.1 ng/m<sup>3</sup> outdoors for ΣPAHs, whereas BaP and dibenz[a,h]anthracene were the highest risk contributors. Two-dimensional Monte Carlo simulation revealed the average lifetime lung cancer risk (LLCR) due to exposure to PAHs in school environments of 8.65 × 10<sup>−5</sup> indoors and 9.63 × 10<sup>−5</sup> outdoors. In addition, the 95th percentile of the LLCR was found to be 8.86 × 10<sup>−5</sup> for indoors and 9.91 × 10<sup>−5</sup> for outdoors. These results suggest that the inhalation exposure of students to PAHs bound to PM<sub>2.5</sub> poses potential health risks but remains below the serious risk level.</div></div>\",\"PeriodicalId\":9273,\"journal\":{\"name\":\"Building and Environment\",\"volume\":\"279 \",\"pages\":\"Article 113050\"},\"PeriodicalIF\":7.1000,\"publicationDate\":\"2025-04-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Building and Environment\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0360132325005311\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CONSTRUCTION & BUILDING TECHNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Building and Environment","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0360132325005311","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CONSTRUCTION & BUILDING TECHNOLOGY","Score":null,"Total":0}
Two-dimensional Monte Carlo simulation of source-specific risks from PM2.5-bound polycyclic aromatic hydrocarbons in indoor and outdoor school environments
Probabilistic health risks in school environments from fine particulate matter (PM2.5) bound polycyclic aromatic hydrocarbons (PAHs) emitted from specific sources were evaluated. The sixteen priority PAHs were examined in PM2.5 samples collected indoors and outdoors in the heating and non-heating seasons. The average concentrations of total PAHs (ΣPAHs) bound to PM2.5 were lower indoors than outdoors, with ΣPAH concentrations being notably higher in the heating season (11.1 ± 2.3 ng/m3 indoors and 12.5 ± 4.2 ng/m3 outdoors) than in the non-heating season (8.2 ± 1.6 ng/m3 indoors and 9.9 ± 3.0 ng/m3 outdoors). Acenaphthene, benzo[b]fluoranthene, and benzo[k]fluoranthene were the most abundant PAHs. Diagnostic PAH ratios and positive matrix factorization indicated that vehicular emissions and natural gas, biomass, and coal combustion were the major sources of PAHs during the heating season, whereas traffic was the primary PAH source in the non-heating season. The average total carcinogenicity, estimated using benzo[a]pyrene (BaP) equivalents, was 0.99 ng/m3 indoors and 1.1 ng/m3 outdoors for ΣPAHs, whereas BaP and dibenz[a,h]anthracene were the highest risk contributors. Two-dimensional Monte Carlo simulation revealed the average lifetime lung cancer risk (LLCR) due to exposure to PAHs in school environments of 8.65 × 10−5 indoors and 9.63 × 10−5 outdoors. In addition, the 95th percentile of the LLCR was found to be 8.86 × 10−5 for indoors and 9.91 × 10−5 for outdoors. These results suggest that the inhalation exposure of students to PAHs bound to PM2.5 poses potential health risks but remains below the serious risk level.
期刊介绍:
Building and Environment, an international journal, is dedicated to publishing original research papers, comprehensive review articles, editorials, and short communications in the fields of building science, urban physics, and human interaction with the indoor and outdoor built environment. The journal emphasizes innovative technologies and knowledge verified through measurement and analysis. It covers environmental performance across various spatial scales, from cities and communities to buildings and systems, fostering collaborative, multi-disciplinary research with broader significance.