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Characterization, source apportionment and associated health risk assessment of respirable air particulates in Metro Manila, Philippines

dc.contributor.authorPabroa, PCBen_AU
dc.contributor.authorRacho, JMDen_AU
dc.contributor.authorJagonoy, AMen_AU
dc.contributor.authorValdez, JDGen_AU
dc.contributor.authorBautista, ATen_AU
dc.contributor.authorYee, JRen_AU
dc.contributor.authorPineda, Ren_AU
dc.contributor.authorManlapaz, Jen_AU
dc.contributor.authorAtanacio, AJen_AU
dc.contributor.authorCoronel, ICVen_AU
dc.contributor.authorSalvador, CMGen_AU
dc.contributor.authorCohen, DDen_AU
dc.date.accessioned2026-01-19T00:52:02Zen_AU
dc.date.issued2022-04en_AU
dc.date.statistics2025-05-14en_AU
dc.description.abstractCoarse (PM10) and fine (PM2.5) aerosols were sampled from June to November 2016 at three different sites in Metro Manila Philippines (Valenzuela, NAMRIA, and MMDA). PM2.5 average levels in all sites exceeded the World Health Organization annual and daily limits, indicating that the ambient air qualities in all sites were unhealthy. Black Carbon (BC), a fingerprint of incomplete combustion, constituted 31–46% of PM2.5. Multi-element analysis of PM indicated that the sulfur, lead, and zinc had substantial contributions to PM2.5, with the highest level found in Valenzuela. Receptor modeling highlighted six important sources: vehicular emissions, biomass burning, industrials, secondary sulfur, sea spray, and fine soil. Among the sources, vehicular emission was the most dominant source, comprising 20–35% of the apportioned sources. An industrial source, predominantly with Zn and Pb, was seen in Valenzuela, contributing about 5.4% of its PM2.5. The health risks of fine aerosol, BC, and major elements were evaluated also in this study. Elements studied showed negligible potential (HQ < 1) to cause non-carcinogenic health effects and very low (<1 × 10−6) carcinogenic health effects to children and adults. The observed trend for carcinogenic risks of PM2.5 in children was Valenzuela > MMDA > NAMRIA while a medium carcinogenic risk was observed for adults at all sites (CR > 1 × 10−5). The trend for PM2.5 average HQ values in both age groups was Valenzuela > MMDA > NAMRIA. Our results showcased varying levels and sources of PM and its components that can impact the health upon exposure and should be addressed in future policies to safeguard public health. © 2022 Turkish National Committee for Air Pollution Research and Control. Production and hosting by Elsevier B.V.en_AU
dc.identifier.articlenumber101379en_AU
dc.identifier.citationPabroa, P. C. B., Racho, J. M. D., Jagonoy, A. M., Valdez, J. D. G., Bautista Vii, A. T., Yee, J. R., Pineda, R., Manlapaz, J., Atanacio, A. J., Coronel, I. C. V., Salvador, C. M. G., & Cohen, D. D. (2022). Characterization, source apportionment and associated health risk assessment of respirable air particulates in Metro Manila, Philippines. Atmospheric Pollution Research, 13(4), 101379. doi:10.1016/j.apr.2022.101379en_AU
dc.identifier.issn1309-1042en_AU
dc.identifier.issue4en_AU
dc.identifier.journaltitleAtmospheric Pollution Researchen_AU
dc.identifier.urihttps://doi.org/10.1016/j.apr.2022.101379en_AU
dc.identifier.urihttps://apo.ansto.gov.au/handle/10238/16903en_AU
dc.identifier.volume13en_AU
dc.languageEnglishen_AU
dc.language.isoenen_AU
dc.publisherElsevieren_AU
dc.subjectPhilippinesen_AU
dc.subjectAiren_AU
dc.subjectParticulatesen_AU
dc.subjectHealth hazardsen_AU
dc.subjectLeaden_AU
dc.subjectZincen_AU
dc.subjectAir pollutionen_AU
dc.subjectAerosolsen_AU
dc.subjectAir qualityen_AU
dc.subjectVehiclesen_AU
dc.subjectEmissionen_AU
dc.titleCharacterization, source apportionment and associated health risk assessment of respirable air particulates in Metro Manila, Philippinesen_AU
dc.typeJournal Articleen_AU

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