Spatio-temporal distribution of particulate matter and wood-smoke tracers in Temuco, Chile: A city heavily impacted by residential wood-burning

被引:11
作者
Elisa Quinteros, Maria [1 ,2 ]
Blanco, Estela [2 ,3 ]
Sanabria, Janeet [4 ]
Rosas-Diaz, Felipe [5 ]
Blazquez, Carola A. [6 ]
Ayala, Salvador [2 ]
Pablo Cardenas-R, Juan [7 ]
Stone, Elizabeth A. [8 ,9 ]
Sybesma, Keely [8 ]
Maria Delgado-Saborit, Juana [10 ,11 ,12 ]
Harrison, Roy M. [12 ,13 ]
Ruiz-Rudolph, Pablo [14 ]
机构
[1] Univ Talca, Fac Ciencias Salud, Dept Salud Publ, Ave Lircay S-N, Talca, Chile
[2] Univ Chile, Fac Med, Inst Salud Poblac, Programa Doctorado Salud Publ, Independencia 939, Santiago, Chile
[3] Univ Mayor, Ctr Invest Soc & Salud & Nucleo Milenio Sociomed, Santiago, Chile
[4] Univ Fribourg, Dept Geosci, Chem Musee 4, CH-1700 Fribourg, Switzerland
[5] Univ Autonoma Nuevo Leon, Fac Ingn Civil, San Nicolas De Los Garza 66451, Nuevo Leon, Mexico
[6] Univ Andres Bello, Dept Engn Sci, Quillota 980, Vina Del Mar 2531015, Chile
[7] Univ La Frontera, Dept Ingn Obras Civiles, Ave Francisco Salazar, Temuco 01145, Chile
[8] Univ Iowa, Dept Chem, Iowa City, IA 52242 USA
[9] Univ Iowa, Dept Chem & Biochem Engn, Iowa City, IA 52242 USA
[10] Univ Jaume 1, Perinatal Epidemiol Environm Hlth & Clin Res, Sch Med, Avinguda Vicent Sos Baynat S-N, Castellon de La Plana 12071, Castellon, Spain
[11] Imperial Coll London, MRC Ctr Environm & Hlth, Environm Res Grp, London, England
[12] Univ Birmingham, Sch Geog Earth & Environm Sci, Div Environm Hlth & Risk Management, Birmingham B15 2TT, W Midlands, England
[13] King Abdulaziz Univ, Dept Environm Sci, Ctr Excellence Environm Studies, POB 80203, Jeddah 21589, Saudi Arabia
[14] Univ Chile, Fac Med, Inst Salud Poblac, Programa Epidemiol, Independencia 939, Independencia, Chile
关键词
Kriging; Moran's I; Levoglucosan; Soluble potassium; Pellets; Clustering; Wood smoke; Biomass burning; AIR-POLLUTION EXPOSURE; USE REGRESSION-MODELS; SOURCE APPORTIONMENT; PM2.5; ABSORBENCY; ORGANIC TRACERS; URBAN AREAS; QUALITY; LEVOGLUCOSAN; COMBUSTION; PARTICLES;
D O I
10.1016/j.atmosenv.2022.119529
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Temuco, like most Southern Chile cities, has a long-standing air pollution problem due to residential wood heating. Here, we study the temporal and spatial distribution of PM2.5 and the biomass-burning tracers levoglucosan and water soluble potassium (K-sol). PM2.5 samples were collected at 40 sites throughout the city and sampled four times in four different sessions between 2017 and 2018. Large concentrations were observed for all species, particularly in winter. Signs of spatial and temporal correlation were observed from multilevel models for the different concentrations and ratios. Ratios of levoglucosan and K-sol to PM2.5 were lower in summer. Spatial clustering was observed both from spatial autocorrelation tests and kriging, with clusters of higher ratios for of all three species (comparing rotating to central site) observed in some neighborhoods. Clusters correlated with lower socioeconomic status (SES), which may reflect population density and lower quality stoves. Clusters of higher K-sol to PM2.5 ratios in some neighborhoods were moderately correlated with higher SES, which may reflect the use of better-quality stoves (e.g., pellets). The current work provides a case study and example of the investigation of wood burning as an air pollution source in a city where many inhabitants use wood as a fuel for heating and cooking. It reveals key temporal and spatial patterns which can assist the design of mitigation strategies.
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页数:11
相关论文
共 62 条
[1]  
Alvarez Escobar B, 2018, REV INT CONTAM AMBIE, V34, P527, DOI [10.20937/RICA.2018.34.03.14, 10.20937/rica.2018.34.03.14]
[2]   Fitting Linear Mixed-Effects Models Using lme4 [J].
Bates, Douglas ;
Maechler, Martin ;
Bolker, Benjamin M. ;
Walker, Steven C. .
JOURNAL OF STATISTICAL SOFTWARE, 2015, 67 (01) :1-48
[3]   Development of NO2 and NOx land use regression models for estimating air pollution exposure in 36 study areas in Europe - The ESCAPE project [J].
Beelen, Rob ;
Hoek, Gerard ;
Vienneau, Danielle ;
Eeftens, Marloes ;
Dimakopoulou, Konstantina ;
Pedeli, Xanthi ;
Tsai, Ming-Yi ;
Kunzli, Nino ;
Schikowski, Tamara ;
Marcon, Alessandro ;
Eriksen, Kirsten T. ;
Raaschou-Nielsen, Ole ;
Stephanou, Euripides ;
Patelarou, Evridiki ;
Lanki, Timo ;
Yli-Tuomi, Tarja ;
Declercq, Christophe ;
Falq, Gregoire ;
Stempfelet, Morgane ;
Birk, Matthias ;
Cyrys, Josef ;
von Klot, Stephanie ;
Nador, Gizella ;
Varro, Mihaly Janos ;
Dedele, Audrius ;
Grazuleviciene, Regina ;
Moelter, Anna ;
Lindley, Sarah ;
Madsen, Christian ;
Cesaroni, Giulia ;
Ranzi, Andrea ;
Badaloni, Chiara ;
Hoffmann, Barbara ;
Nonnemacher, Michael ;
Kraemer, Ursula ;
Kuhlbusch, Thomas ;
Cirach, Marta ;
de Nazelle, Audrey ;
Nieuwenhuijsen, Mark ;
Bellander, Tom ;
Korek, Michal ;
Olsson, David ;
Stromgren, Magnus ;
Dons, Evi ;
Jerrett, Michael ;
Fischer, Paul ;
Wang, Meng ;
Brunekreef, Bert ;
de Hoogh, Kees .
ATMOSPHERIC ENVIRONMENT, 2013, 72 :10-23
[4]  
Biblioteca del Congreso Nacional Chile, 2017, REPORTES COMUNALES 2
[5]   Spatial distribution of particulate matter on winter nights in Temuco, Chile: Studying the impact of residential wood-burning using mobile monitoring [J].
Blanco, Estela ;
Rubilar, Francisco ;
Quinteros, Maria Elisa ;
Cayupi, Karen ;
Ayala, Salvador ;
Lu, Siyao ;
Jimenez, Raquel B. ;
Blazquez, Carola A. ;
Delgado-Saborit, Juana Maria ;
Harrison, Roy M. ;
Ruiz-Rudolph, Pablo ;
Cardenas, Juan Pablo .
ATMOSPHERIC ENVIRONMENT, 2022, 286
[6]   Biomass burning contribution to Beijing aerosol [J].
Cheng, Y. ;
Engling, G. ;
He, K. -B. ;
Duan, F. -K. ;
Ma, Y. -L. ;
Du, Z. -Y. ;
Liu, J. -M. ;
Zheng, M. ;
Weber, R. J. .
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2013, 13 (15) :7765-7781
[7]   Short Term Health Effects of Particulate Matter: A Comparison between Wood Smoke and Multi-Source Polluted Urban Areas in Chile [J].
Diaz-Robles, Luis ;
Cortes, Samuel ;
Vergara-Fernandez, Alberto ;
Carlos Ortega, Juan .
AEROSOL AND AIR QUALITY RESEARCH, 2015, 15 (01) :306-318
[8]   Health risks caused by short term exposure to ultrafine particles generated by residential wood combustion: A case study of Temuco,Chile [J].
Diaz-Robles, Luis A. ;
Fu, Joshua S. ;
Vergara-Fernandez, Alberto ;
Etcharren, Pablo ;
Schiappacasse, Luis N. ;
Reed, Gregory D. ;
Silva, Maria P. .
ENVIRONMENT INTERNATIONAL, 2014, 66 :174-181
[9]  
Direccion Meteorologica de Chile, 2021, METEOCHILE
[10]  
Direccion Nacional de Aeronautica Civil Direccion Meteorologica de Chile, 2020, AN MET 2019