The Cleveland airshed comprises a complex mixture of industrial source emissions that contribute to periods of non-attainment for fine particulate matter (PM2.5) and are associated with increased adverse health outcomes in the exposed population. Specific PM sources responsible for health effects however are not fully understood. Size-fractionated PM (coarse, fine, and ultrafine) samples were collected using a ChemVol sampler at an urban site (G.T. Craig (GTC)) and rural site (Chippewa Lake (CLM)) from July 2009 to June 2010, and then chemically analyzed. The resulting speciated PM data were apportioned by EPA positive matrix factorization to identify emission sources for each size fraction and location. For comparisons with the ChemVol results, PM samples were also collected with sequential dichotomous and passive samplers, and evaluated for source contributions to each sampling site. The ChemVol results showed that annual average concentrations of PM, elemental carbon, and inorganic elements in the coarse fraction at GTC were 2, 7, and 3 times higher than those at CLM, respectively, while the smaller size fractions at both sites showed similar annual average concentrations. Seasonal variations of secondary aerosols (e.g., high NO3- level in winter and high SO42- level in summer) were observed at both sites. Source apportionment results demonstrated that the PM samples at GTC and CLM were enriched with local industrial sources (e.g., steel plant and coal-fired power plant) but their contributions were influenced by meteorological conditions and the emission source's operation conditions. Taken together the year-long PM collection and data analysis provides valuable insights into the characteristics and sources of PM impacting the Cleveland airshed in both the urban center and the rural upwind background locations. These data will be used to classify the PM samples for toxicology studies to determine which PM sources, species, and size fractions are of greatest health concern. (C) 2016 Elsevier Ltd. All rights reserved.
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Univ Iowa, Dept Chem, Iowa City, IA 52242 USAUniv Iowa, Dept Chem, Iowa City, IA 52242 USA
Al-Naiema, Ibrahim M.
Yoon, Subin
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Baylor Univ, Dept Environm Sci, Waco, TX 76798 USAUniv Iowa, Dept Chem, Iowa City, IA 52242 USA
Yoon, Subin
Wang, Yu-Qin
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Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Shaanxi Univ Sci & Technol, Sch Environm Sci & Engn, Xian 710021, Shaanxi, Peoples R ChinaUniv Iowa, Dept Chem, Iowa City, IA 52242 USA
Wang, Yu-Qin
Zhang, Yuan-Xun
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Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
Chinese Acad Sci, Huairou Ecoenvironm Observ, Beijing 101408, Peoples R ChinaUniv Iowa, Dept Chem, Iowa City, IA 52242 USA
Zhang, Yuan-Xun
Sheesley, Rebecca J.
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Baylor Univ, Dept Environm Sci, Waco, TX 76798 USAUniv Iowa, Dept Chem, Iowa City, IA 52242 USA
Sheesley, Rebecca J.
Stone, Elizabeth A.
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Univ Iowa, Dept Chem, Iowa City, IA 52242 USA
Univ Iowa, Chem & Biochem Engn, Iowa City, IA 52242 USAUniv Iowa, Dept Chem, Iowa City, IA 52242 USA
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Univ Sao Paulo, Inst Chem, BR-05508000 Sao Paulo, SP, Brazil
Univ Fed Bahia, INCT Energy & Environm, BR-40170115 Salvador, BA, BrazilUniv Sao Paulo, Inst Chem, BR-05508000 Sao Paulo, SP, Brazil
Pereira, Guilherme Martins
Teinila, Kimmo
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Finnish Meteorol Inst, POB 503, FIN-00101 Helsinki, FinlandUniv Sao Paulo, Inst Chem, BR-05508000 Sao Paulo, SP, Brazil
Teinila, Kimmo
Custodio, Danilo
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Univ Sao Paulo, Inst Chem, BR-05508000 Sao Paulo, SP, Brazil
Univ Aveiro, CESAM, P-3810193 Aveiro, Portugal
Univ Aveiro, Dept Environm, P-3810193 Aveiro, PortugalUniv Sao Paulo, Inst Chem, BR-05508000 Sao Paulo, SP, Brazil
Custodio, Danilo
Santos, Aldenor Gomes
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Univ Fed Bahia, INCT Energy & Environm, BR-40170115 Salvador, BA, Brazil
Univ Fed Bahia, CIEnAm, BR-40170115 Salvador, BA, Brazil
Univ Fed Bahia, Inst Chem, BR-40170115 Salvador, BA, BrazilUniv Sao Paulo, Inst Chem, BR-05508000 Sao Paulo, SP, Brazil
Santos, Aldenor Gomes
Xian, Huang
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Natl Univ Singapore, Dept Civil & Environm Engn, E1A 07-03, Singapore 117576, SingaporeUniv Sao Paulo, Inst Chem, BR-05508000 Sao Paulo, SP, Brazil
Xian, Huang
Hillamo, Risto
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Finnish Meteorol Inst, POB 503, FIN-00101 Helsinki, FinlandUniv Sao Paulo, Inst Chem, BR-05508000 Sao Paulo, SP, Brazil
Hillamo, Risto
Alves, Celia A.
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Univ Aveiro, CESAM, P-3810193 Aveiro, Portugal
Univ Aveiro, Dept Environm, P-3810193 Aveiro, PortugalUniv Sao Paulo, Inst Chem, BR-05508000 Sao Paulo, SP, Brazil
Alves, Celia A.
de Andrade, Jailson Bittencourt
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Univ Fed Bahia, INCT Energy & Environm, BR-40170115 Salvador, BA, Brazil
Univ Fed Bahia, CIEnAm, BR-40170115 Salvador, BA, Brazil
Univ Fed Bahia, Inst Chem, BR-40170115 Salvador, BA, BrazilUniv Sao Paulo, Inst Chem, BR-05508000 Sao Paulo, SP, Brazil
de Andrade, Jailson Bittencourt
da Rocha, Gisele Olimpio
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Univ Fed Bahia, INCT Energy & Environm, BR-40170115 Salvador, BA, Brazil
Univ Fed Bahia, CIEnAm, BR-40170115 Salvador, BA, Brazil
Univ Fed Bahia, Inst Chem, BR-40170115 Salvador, BA, BrazilUniv Sao Paulo, Inst Chem, BR-05508000 Sao Paulo, SP, Brazil
da Rocha, Gisele Olimpio
Kumar, Prashant
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Univ Surrey, Global Ctr Clean Air Res GCARE, Dept Civil & Environm Engn, Fac Engn & Phys Sci, Guildford GU2 7XH, Surrey, England
Univ Surrey, Environm Flow Res Ctr, Fac Engn & Phys Sci, Guildford GU2 7XH, Surrey, EnglandUniv Sao Paulo, Inst Chem, BR-05508000 Sao Paulo, SP, Brazil
Kumar, Prashant
Balasubramanian, Rajasekhar
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Natl Univ Singapore, Dept Civil & Environm Engn, E1A 07-03, Singapore 117576, SingaporeUniv Sao Paulo, Inst Chem, BR-05508000 Sao Paulo, SP, Brazil
Balasubramanian, Rajasekhar
Andrade, Maria de Fatima
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Univ Sao Paulo, Inst Astron Geophys & Atmospher Sci, BR-05508090 Sao Paulo, SP, BrazilUniv Sao Paulo, Inst Chem, BR-05508000 Sao Paulo, SP, Brazil
Andrade, Maria de Fatima
Vasconcellos, Perola de Castro
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Univ Sao Paulo, Inst Chem, BR-05508000 Sao Paulo, SP, Brazil
Univ Fed Bahia, INCT Energy & Environm, BR-40170115 Salvador, BA, BrazilUniv Sao Paulo, Inst Chem, BR-05508000 Sao Paulo, SP, Brazil