Personal exposure measurements of school-children to fine particulate matter (PM2.5) in winter of 2013, Shanghai, China

Objective The aim of this study was to perform an exposure assessment of PM2.5 (particulate matter less than 2.5μm in aerodynamic diameter) among children and to explore the potential sources of exposure from both indoor and outdoor environments. Methods In terms of real-time exposure measurements of PM2.5, we collected data from 57 children aged 8–12 years (9.64 ± 0.93 years) in two schools in Shanghai, China. Simultaneously, questionnaire surveys and time-activity diaries were used to estimate the environment at home and daily time-activity patterns in order to estimate the exposure dose of PM2.5 in these children. Principle component regression analysis was used to explore the influence of potential sources of PM2.5 exposure. Results All the median personal exposure and microenvironment PM2.5 concentrations greatly exceeded the daily 24-h PM2.5 Ambient Air Quality Standards of China, the USA, and the World Health Organization (WHO). The median Etotal (the sum of the PM2.5 exposure levels in different microenvironment and fractional time) of all students was 3014.13 (μg.h)/m3. The concentration of time-weighted average (TWA) exposure of all students was 137.01 μg/m3. The median TWA exposure level during the on-campus period (135.81 μg/m3) was significantly higher than the off-campus period (115.50 μg/m3, P = 0.013 < 0.05). Besides ambient air pollution and meteorological conditions, storey height of the classroom and mode of transportation to school were significantly correlated with children’s daily PM2.5 exposure. Conclusions Children in the two selected schools were exposed to high concentrations of PM2.5 in winter of 2013 in Shanghai. Their personal PM2.5 exposure was mainly associated with ambient air conditions, storey height of the classroom, and children’s transportation mode to school.

[1]  Jun Li,et al.  PM2.5 in the Yangtze River Delta, China: Chemical compositions, seasonal variations, and regional pollution events. , 2017, Environmental pollution.

[2]  Qianshan He,et al.  Vertical distribution of ambient aerosol extinctive properties during haze and haze-free periods based on the Micro-Pulse Lidar observation in Shanghai. , 2017, The Science of the total environment.

[3]  Fang Wang,et al.  Indoor-outdoor relationships of PM2.5 in four residential dwellings in winter in the Yangtze River Delta, China. , 2016, Environmental pollution.

[4]  T. E. McKone,et al.  Estimated effect of ventilation and filtration on chronic health risks in U.S. offices, schools, and retail stores. , 2016, Indoor air.

[5]  Jin Guo,et al.  PM2.5 Spatiotemporal Variations and the Relationship with Meteorological Factors during 2013-2014 in Beijing, China , 2015, PloS one.

[6]  Duckshin Park,et al.  A multivariate study for characterizing particulate matter (PM(10), PM(2.5), and PM(1)) in Seoul metropolitan subway stations, Korea. , 2015, Journal of hazardous materials.

[7]  J. Sundell,et al.  Characterizing the Indoor-Outdoor Relationship of Fine Particulate Matter in Non-Heating Season for Urban Residences in Beijing , 2015, PloS one.

[8]  M. S. Zuraimi,et al.  Impact of residential building regulations on reducing indoor exposures to outdoor PM2.5 in Toronto , 2015 .

[9]  Steven N. Rogak,et al.  Financial implications of modifications to building filtration systems , 2015 .

[10]  Lulu Zhang,et al.  Haze in China: current and future challenges. , 2014, Environmental pollution.

[11]  D. Cavallo,et al.  Airborne Particulate Matter in School Classrooms of Northern Italy , 2013, International journal of environmental research and public health.

[12]  S. M. Cardoso,et al.  Estudo exploratório da qualidade do ar em escolas de educação básica, Coimbra, Portugal , 2013 .

[13]  S. Cardoso,et al.  Exploratory study of air quality in elementary schools, Coimbra, Portugal , 2013, Revista de saude publica.

[14]  L. Morawska,et al.  Children exposure assessment to ultrafine particles and black carbon: The role of transport and cooking activities , 2013 .

[15]  Alan D. Lopez,et al.  Rapid health transition in China, 1990–2010: findings from the Global Burden of Disease Study 2010 , 2013, The Lancet.

[16]  Alan D. Lopez,et al.  A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010 , 2012, The Lancet.

[17]  Alan D. Lopez,et al.  A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010 , 2012, The Lancet.

[18]  L Morawska,et al.  Individual dose and exposure of Italian children to ultrafine particles. , 2012, The Science of the total environment.

[19]  L. Morawska,et al.  A comparison of submicrometer particle dose between Australian and Italian people. , 2012, Environmental pollution.

[20]  Washington Leite Junger,et al.  Risk assessment of PM2.5 to child residents in Brazilian Amazon region with biofuel production , 2012, Environmental Health.

[21]  Jing Huang,et al.  Comparisons of personal exposure to PM2.5 and CO by different commuting modes in Beijing, China. , 2012, The Science of the total environment.

[22]  J. Thundiyil,et al.  Clearing the Air: A Review of the Effects of Particulate Matter Air Pollution on Human Health , 2011, Journal of Medical Toxicology.

[23]  Neil E Klepeis,et al.  Determination of response of real-time SidePak AM510 monitor to secondhand smoke, other common indoor aerosols, and outdoor aerosol. , 2011, Journal of environmental monitoring : JEM.

[24]  M. Brauer,et al.  Global Estimates of Ambient Fine Particulate Matter Concentrations from Satellite-Based Aerosol Optical Depth: Development and Application , 2010, Environmental health perspectives.

[25]  Eva Negri,et al.  Long-term particulate matter exposure and mortality: a review of European epidemiological studies , 2009, BMC public health.

[26]  J. Schwartz,et al.  T-wave alternans, air pollution and traffic in high-risk subjects. , 2009, The American journal of cardiology.

[27]  Gabriel Bekö,et al.  Is the use of particle air filtration justified? Costs and benefits of filtration with regard to health effects, building cleaning and occupant productivity , 2008 .

[28]  Hermann Fromme,et al.  Chemical and morphological properties of particulate matter (PM10, PM2.5) in school classrooms and outdoor air , 2008 .

[29]  B. Coull,et al.  Ambient site, home outdoor and home indoor particulate concentrations as proxies of personal exposures. , 2008, Journal of environmental monitoring : JEM.

[30]  Jon G Ayres,et al.  Indoor air quality in homes of patients with chronic obstructive pulmonary disease. , 2007, American journal of respiratory and critical care medicine.

[31]  Kerrie Mengersen,et al.  Characteristics of particle number and mass concentrations in residential houses in Brisbane, Australia , 2003 .

[32]  Phillip L. Williams,et al.  A comparison of two direct-reading aerosol monitors with the federal reference method for PM2.5 in indoor air , 2002 .

[33]  V G Zartarian,et al.  Children's exposure assessment: a review of factors influencing Children's exposure, and the data available to characterize and assess that exposure. , 2000, Environmental health perspectives.

[34]  N. Klepeis,et al.  An introduction to the indirect exposure assessment approach: modeling human exposure using microenvironmental measurements and the recent National Human Activity Pattern Survey. , 1999, Environmental health perspectives.

[35]  U. Epa Air Quality Criteria for Particulate Matter , 1996 .

[36]  L. Goldman Children--unique and vulnerable. Environmental risks facing children and recommendations for response. , 1995, Environmental health perspectives.

[37]  W. Rogan Environmental poisoning of children--lessons from the past. , 1995, Environmental health perspectives.

[38]  H Ozkaynak,et al.  A population-based exposure model for benzene. , 1995, Journal of exposure analysis and environmental epidemiology.

[39]  D. Dockery,et al.  Acute respiratory effects of particulate air pollution. , 1994, Annual review of public health.

[40]  D. Dockery,et al.  An association between air pollution and mortality in six U.S. cities. , 1993, The New England journal of medicine.