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Zhang D, Ortiz MA, Bluyssen PM. A review on indoor environmental quality in sports facilities: Indoor air quality and ventilation during a pandemic. INDOOR + BUILT ENVIRONMENT : THE JOURNAL OF THE INTERNATIONAL SOCIETY OF THE BUILT ENVIRONMENT 2023; 32:831-851. [PMID: 38603231 PMCID: PMC9790860 DOI: 10.1177/1420326x221145862] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2023]
Abstract
Because of COVID-19, the indoor environmental quality (IEQ) in sports facilities has been a concern to environmental health practitioners. To develop an overall understanding of the available guidelines and standards and studies performed on IEQ in sports facilities, an extensive literature study was conducted, with the aim of identifying: (1) indicators that are being used to assess IEQ in different sports facilities; (2) indicators that are potentially interesting to be used to assess indoor air, in particular; (3) gaps in knowledge to determine whether sports facilities are safe, healthy and comfortable for people to stay and perform their activities. The outcome indicates that most current standards and previous investigations on IEQ in sports facilities mainly focused on dose-related indicators (such as ventilation rate), while building-related indicators (such as ventilation regime) and occupant-related indicators (such as IEQ preferences) were rarely considered. Little attention is given to the fact that ventilation systems may play an important role in the air quality of the location, and few investigations have been performed on the transmission of SARS-CoV-2. This study recommends more research into both occupant and building-related indicators as well as cross-modal effects between various IEQ factors for developing future standards on sports facilities.
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Affiliation(s)
- Dadi Zhang
- Chair Indoor Environment, Faculty of Architecture and the Built Environment, Delft University of Technology, Delf, The Netherlands
| | - Marco A Ortiz
- Chair Indoor Environment, Faculty of Architecture and the Built Environment, Delft University of Technology, Delf, The Netherlands
| | - Philomena M Bluyssen
- Chair Indoor Environment, Faculty of Architecture and the Built Environment, Delft University of Technology, Delf, The Netherlands
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2
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Leite ADS, Rousse S, Léon J, Trindade RIF, Haoues‐Jouve S, Carvallo C, Dias‐Alves M, Proietti A, Nardin E, Macouin M. Barking up the Right Tree: Using Tree Bark to Track Airborne Particles in School Environment and Link Science to Society. GEOHEALTH 2022; 6:e2022GH000633. [PMID: 36089983 PMCID: PMC9432803 DOI: 10.1029/2022gh000633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 07/13/2022] [Accepted: 07/26/2022] [Indexed: 06/15/2023]
Abstract
Children's exposure to air pollution affects both their health and learning skills. Fine and ultrafine particulate matter (PM2.5, PM1), notably issued from traffic sources in urban centers, belong to the most potential harmful health hazards. However their monitoring and the society's awareness on their dangers need to be consolidated. In this study, raising teacher and pupil involvement for air quality improvement in their schools environment is reached through developing a passive monitoring technique (bio-sensors made of tree bark). The experiment was implemented in two urban elementary schools situated close to a main traffic road of the city of Toulouse (South of France). Magnetic properties, carbonaceous fraction measurements, and scanning electronic microscopy (SEM-EDX) investigations were realized both on passive bio-sensors and filters issued from active sampling. We find that traffic is the main PM1 source for both outdoors and indoors at schools. Higher levels of outdoor PM in the school's environments compared to urban background are reached especially in the cold period. The schools proximity to a main traffic source and lack of ventilation are the main causes for observed PM1 accumulation in classrooms. The co-working experiment with educational teams and pupils shows that the use of bio-sensors is a driver for children empowerment to air pollution and therefore represents a potential key tool for the teachers though limiting eco-anxiety. As PM accumulation is observed in many scholar environments across Europe, the proposed methodology is a step toward a better assessment of PM impact on pupil's health and learning skills.
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Affiliation(s)
- A. d. S. Leite
- Géosciences Environnement ToulouseCNRSIRDUniversité Toulouse 3CNESToulouseFrance
| | - S. Rousse
- Géosciences Environnement ToulouseCNRSIRDUniversité Toulouse 3CNESToulouseFrance
| | - J.‐F. Léon
- Laboratoire d’AérologieCNRSUniversité Toulouse 3ToulouseFrance
| | - R. I. F. Trindade
- Departamento de GeofísicaInstituto de Astronomia, Geofísica e Ciências AtmosféricasUniversidade de São PauloSão PauloBrazil
| | - S. Haoues‐Jouve
- Laboratoire Interdisciplinaire Solidarités Sociétés TerritoiresCNRSUniversité Toulouse 2EHESSENSFEAToulouseFrance
| | - C. Carvallo
- Institut de Minéralogie, de Physique des Matériaux et de CosmochimieUMR 7590Sorbonne UniversitéParisFrance
| | - M. Dias‐Alves
- Laboratoire d’AérologieCNRSUniversité Toulouse 3ToulouseFrance
| | - A. Proietti
- Centre de Microcaractérisation Raimond CastaingUniversité Toulouse 3ToulouseFrance
| | - E. Nardin
- Géosciences Environnement ToulouseCNRSIRDUniversité Toulouse 3CNESToulouseFrance
| | - M. Macouin
- Géosciences Environnement ToulouseCNRSIRDUniversité Toulouse 3CNESToulouseFrance
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3
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Xie R, Xu Y, Yang J, Zhang S. Indoor air quality investigation of a badminton hall in humid season through objective and subjective approaches. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 771:145390. [PMID: 33545480 DOI: 10.1016/j.scitotenv.2021.145390] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 12/30/2020] [Accepted: 01/19/2021] [Indexed: 06/12/2023]
Abstract
This study investigated the indoor air quality (IAQ) during humid season in an old badminton hall, to explore the IAQ characteristics of natural ventilated sports buildings for public use. The indoor air parameters (temperature, relative humidity and air velocity) and indoor air pollutants (CO2, TVOC, PM2.5 and PM10) were measured. A subjective approach was carried out through questionnaire survey. 185 valid questionnaires were recovered, and 68.7% of the participants had exercised. Results show that the indoor air qualities obtained through objective and subjective approaches were obviously different. Indoor PM, TVOC and CO2 concentrations were normal, but 37.3% of the participants complained about the building materials' smell and 73.5% of the participants reported obvious sweaty odor. Physical activity might reduce a person's sensitivity to the environment. The participants generally felt warm and hot because of the high relative humidity. Post-exercise participants felt significantly hotter than those who did not exercise, and were generally more receptive to IAQ. The method of Fanger was employed to narrow the gap between subjective and objective approaches with a modified parameter, and to furtherly estimate the ventilation. The present study demonstrates the necessity to combine two approaches together to assess the IAQ in sports buildings.
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Affiliation(s)
- Ruoyi Xie
- Institute of Refrigeration and Cryogenics, Zhejiang University, Hangzhou, China
| | - Yiyang Xu
- Huadong Engineering Corporation Limited, Power Construction Corporation of China, Hangzhou, China
| | - Jinhui Yang
- Institute of Refrigeration and Cryogenics, Zhejiang University, Hangzhou, China
| | - Shaozhi Zhang
- Institute of Refrigeration and Cryogenics, Zhejiang University, Hangzhou, China.
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4
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Blocken B, van Druenen T, Ricci A, Kang L, van Hooff T, Qin P, Xia L, Ruiz CA, Arts JH, Diepens JFL, Maas GA, Gillmeier SG, Vos SB, Brombacher AC. Ventilation and air cleaning to limit aerosol particle concentrations in a gym during the COVID-19 pandemic. BUILDING AND ENVIRONMENT 2021; 193:107659. [PMID: 33568882 PMCID: PMC7860965 DOI: 10.1016/j.buildenv.2021.107659] [Citation(s) in RCA: 56] [Impact Index Per Article: 18.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Revised: 01/28/2021] [Accepted: 01/31/2021] [Indexed: 05/03/2023]
Abstract
SARS-CoV-2 can spread by close contact through large droplet spray and indirect contact via contaminated objects. There is mounting evidence that it can also be transmitted by inhalation of infected saliva aerosol particles. These particles are generated when breathing, talking, laughing, coughing or sneezing. It can be assumed that aerosol particle concentrations should be kept low in order to minimize the potential risk of airborne virus transmission. This paper presents measurements of aerosol particle concentrations in a gym, where saliva aerosol production is pronounced. 35 test persons performed physical exercise and aerosol particle concentrations, CO2 concentrations, air temperature and relative humidity were obtained in the room of 886 m³. A separate test was used to discriminate between human endogenous and exogenous aerosol particles. Aerosol particle removal by mechanical ventilation and mobile air cleaning units was measured. The gym test showed that ventilation with air-change rate ACH = 2.2 h-1, i.e. 4.5 times the minimum of the Dutch Building Code, was insufficient to stop the significant aerosol concentration rise over 30 min. Air cleaning alone with ACH = 1.39 h-1 had a similar effect as ventilation alone. Simplified mathematical models were engaged to provide further insight into ventilation, air cleaning and deposition. It was shown that combining the above-mentioned ventilation and air cleaning can reduce aerosol particle concentrations with 80 to 90% , depending on aerosol size. This combination of existing ventilation supplemented with air cleaning is energy efficient and can also be applied for other indoor environments.
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Affiliation(s)
- B Blocken
- Unit Building Physics and Services, Department of the Built Environment, Eindhoven University of Technology, P.O. Box 513, 5600MB Eindhoven, the Netherlands
- Building Physics and Sustainable Design, Department of Civil Engineering, KU Leuven, Kasteelpark Arenberg 40 - Bus 2447, 3001, Leuven, Belgium
| | - T van Druenen
- Unit Building Physics and Services, Department of the Built Environment, Eindhoven University of Technology, P.O. Box 513, 5600MB Eindhoven, the Netherlands
| | - A Ricci
- Unit Building Physics and Services, Department of the Built Environment, Eindhoven University of Technology, P.O. Box 513, 5600MB Eindhoven, the Netherlands
- Building Physics and Sustainable Design, Department of Civil Engineering, KU Leuven, Kasteelpark Arenberg 40 - Bus 2447, 3001, Leuven, Belgium
- Department of Civil, Chemical and Environmental Engineering, University of Genoa, Genoa, Italy
| | - L Kang
- Unit Building Physics and Services, Department of the Built Environment, Eindhoven University of Technology, P.O. Box 513, 5600MB Eindhoven, the Netherlands
| | - T van Hooff
- Unit Building Physics and Services, Department of the Built Environment, Eindhoven University of Technology, P.O. Box 513, 5600MB Eindhoven, the Netherlands
| | - P Qin
- Unit Building Physics and Services, Department of the Built Environment, Eindhoven University of Technology, P.O. Box 513, 5600MB Eindhoven, the Netherlands
| | - L Xia
- Unit Building Physics and Services, Department of the Built Environment, Eindhoven University of Technology, P.O. Box 513, 5600MB Eindhoven, the Netherlands
| | - C Alanis Ruiz
- Building Physics and Sustainable Design, Department of Civil Engineering, KU Leuven, Kasteelpark Arenberg 40 - Bus 2447, 3001, Leuven, Belgium
| | - J H Arts
- Department of Industrial Design, Eindhoven University of Technology, P.O. Box 513, 5600MB Eindhoven, the Netherlands
- School of Sport Studies, Fontys University of Applied Sciences, Theo Koomenlaan 3, 5644HZ Eindhoven, the Netherlands
| | - J F L Diepens
- Unit Building Physics and Services, Department of the Built Environment, Eindhoven University of Technology, P.O. Box 513, 5600MB Eindhoven, the Netherlands
| | - G A Maas
- Unit Building Physics and Services, Department of the Built Environment, Eindhoven University of Technology, P.O. Box 513, 5600MB Eindhoven, the Netherlands
| | - S G Gillmeier
- Unit Building Physics and Services, Department of the Built Environment, Eindhoven University of Technology, P.O. Box 513, 5600MB Eindhoven, the Netherlands
| | - S B Vos
- Department of Industrial Design, Eindhoven University of Technology, P.O. Box 513, 5600MB Eindhoven, the Netherlands
- School of Sport Studies, Fontys University of Applied Sciences, Theo Koomenlaan 3, 5644HZ Eindhoven, the Netherlands
| | - A C Brombacher
- Department of Industrial Design, Eindhoven University of Technology, P.O. Box 513, 5600MB Eindhoven, the Netherlands
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5
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Altuwayjiri A, Soleimanian E, Moroni S, Palomba P, Borgini A, De Marco C, Ruprecht AA, Sioutas C. The impact of stay-home policies during Coronavirus-19 pandemic on the chemical and toxicological characteristics of ambient PM 2.5 in the metropolitan area of Milan, Italy. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 758:143582. [PMID: 33213922 PMCID: PMC7833074 DOI: 10.1016/j.scitotenv.2020.143582] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Revised: 10/10/2020] [Accepted: 11/02/2020] [Indexed: 05/03/2023]
Abstract
The goal of this study was to characterize changes in components and toxicological properties of PM2.5 during the nationwide 2019-Coronavirus (COVID-19) lockdown restrictions in Milan, Italy. Time-integrated PM2.5 filters were collected at a residential site in Milan metropolitan area from April 11th to June 3rd at 2020, encompassing full-lockdown (FL), the followed partial-lockdown (PL2), and full-relaxation (FR) periods of COVID-19 restrictions. The collected filters were analyzed for elemental and organic carbon (EC/OC), water-soluble organic carbon (WSOC), individual organic species (e.g., polycyclic aromatic hydrocarbons (PAHs), and levoglucosan), and metals. According to online data, nitrogen dioxide (NO2) and benzene (C6H6) levels significantly decreased during the entire COVID-19 period compared to the same time span in 2019, mainly due to the government-backed shutdowns and curtailed road traffic. Similarly, with a few exceptions, surrogates of tailpipe emissions (e.g., traffic-associated PAHs) as well as re-suspended road dust (e.g., Fe, Mn, Cu, Cr, and Ti) were relatively lower during FL and PL2 periods in comparison with year 2019, whereas an increasing trend in mass concentration of mentioned species was observed from FL to PL2 and FR phases due to the gradual lifting of lockdown restrictions. In contrast, comparable concentrations of ambient PM2.5 and black carbon (BC) between lockdown period and the same time span in 2019 were attributed to the interplay between decreased road traffic and elevated domestic biomass burning as a result of adopted stay-home strategies. Finally, the curtailed road traffic during FL and PL2 periods led to ~25% drop in the PM2.5 oxidative potential (measured via 2',7'-dichlorodihydrofluorescein (DCFH) and dithiothreitol (DTT) assays) with respect to the FR period as well as the same time span in 2019. The results of this study provide insights into the changes in components and oxidative potential of PM2.5 in the absence of road traffic during COVID-19 restrictions.
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Affiliation(s)
- Abdulmalik Altuwayjiri
- University of Southern California, Department of Civil and Environmental Engineering, Los Angeles, CA, USA
| | - Ehsan Soleimanian
- University of Southern California, Department of Civil and Environmental Engineering, Los Angeles, CA, USA
| | - Silvia Moroni
- Agenzia Mobilità Ambiente e Territorio - AMAT srl, Mobility, Environment and Territory Agency, Milan, Italy
| | - Paolo Palomba
- Agenzia Mobilità Ambiente e Territorio - AMAT srl, Mobility, Environment and Territory Agency, Milan, Italy
| | - Alessandro Borgini
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Associazione Medici per l'Ambiente ISDE Italia, International Society of Doctors for the Environment (ISDE), Italy
| | - Cinzia De Marco
- Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy; Associazione Medici per l'Ambiente ISDE Italia, International Society of Doctors for the Environment (ISDE), Italy
| | - Ario A Ruprecht
- Associazione Medici per l'Ambiente ISDE Italia, International Society of Doctors for the Environment (ISDE), Italy
| | - Constantinos Sioutas
- University of Southern California, Department of Civil and Environmental Engineering, Los Angeles, CA, USA.
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6
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Salonen H, Salthammer T, Morawska L. Human exposure to air contaminants in sports environments. INDOOR AIR 2020; 30:1109-1129. [PMID: 32657456 DOI: 10.1111/ina.12718] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 06/09/2020] [Accepted: 07/06/2020] [Indexed: 05/05/2023]
Abstract
The aim of this review was to investigate human exposure to relevant indoor air contaminants, predictors affecting the levels, and the means to reduce the harmful exposure in indoor sports facilities. Our study revealed that the contaminants of primary concern are the following: particulate matter in indoor climbing, golf, and horse riding facilities; carbon dioxide and particulate matter in fitness centers, gymnasiums, and sports halls; Staphylococci on gymnasium surfaces; nitrogen dioxide and carbon monoxide in ice hockey arenas; carbon monoxide, nitrogen oxide(s), and particulate matter in motor sports arenas; and disinfection by-products in indoor chlorinated swimming pools. Means to reduce human exposure to indoor contaminants include the following: adequate mechanical ventilation with filters, suitable cleaning practices, a limited number of occupants in fitness centers and gymnasiums, the use of electric resurfacers instead of the engine powered resurfacers in ice hockey arenas, carefully regulated chlorine and temperature levels in indoor swimming pools, properly ventilated pools, and good personal hygiene. Because of the large number of susceptible people in these facilities, as well as all active people having an increased respiratory rate and airflow velocity, strict air quality requirements in indoor sports facilities should be maintained.
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Affiliation(s)
- Heidi Salonen
- Department of Civil Engineering, Aalto University, Espoo, Finland
- International Laboratory for Air Quality and Health, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Tunga Salthammer
- International Laboratory for Air Quality and Health, Queensland University of Technology, Brisbane, Queensland, Australia
- Department of Material Analysis and Indoor Chemistry, Fraunhofer WKI, Braunschweig, Germany
| | - Lidia Morawska
- International Laboratory for Air Quality and Health, Queensland University of Technology, Brisbane, Queensland, Australia
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7
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Tong Z, Li Y, Westerdahl D, Freeman RB. The impact of air filtration units on primary school students' indoor exposure to particulate matter in China. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2020; 266:115107. [PMID: 32659624 DOI: 10.1016/j.envpol.2020.115107] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 06/23/2020] [Accepted: 06/24/2020] [Indexed: 06/11/2023]
Abstract
The air quality in classrooms is a critical factor that affects students' daily exposure. Although air filtration units (AFUs) are often used to reduce exposure to air pollution in China, the effectiveness of installing AFUs in Chinese classrooms have not been quantitatively studied. Hence, we carried out concurrent air quality experiments in two identical classrooms where one room was equipped with commercial AFUs and the other one relied on the natural introduction of outside air. Measurements were taken during regular school days in the winter at a primary school in Hangzhou, China. Three AFU ventilation modes, i.e., fresh air, mixed air and recirculation mode were evaluated, respectively. We found that classrooms equipped with AFU showed significant PM2.5 reductions, but this was accompanied by CO2 build-ups. In classroom with AFUs on internal recirculation, nearly 70% of the PM2.5 concentration at the beginning of the class was reduced by the end of a 40-min class. However, the CO2 concentration was observed to reach levels that were six times greater than that of the ambient due to inadequate air change rate (<1 h-1). To mitigate the issue of excessive in-classroom CO2 accumulation when using AFUs, filtered outside air must be brought in during their operation. In comparison with the internal recirculation mode, we demonstrated that the fresh air mode that draws the supply air from outdoor can considerably lower CO2 build-ups in the classroom with a moderate increase in PM2.5 concentration of 15 ± 10 μg/m3. The findings from this study helps policy makers especially in developing countries with serious air pollution issues to determine whether or not to install AFU in primary schools and what ventilation mode is effective in reducing negative health effects.
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Affiliation(s)
- Zheming Tong
- State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, 310027, China; Center for Green Buildings and Cities, Harvard University, Cambridge, MA, 02138, USA; School of Mechanical Engineering, Zhejiang University, Hangzhou, 310027, China.
| | - Yue Li
- State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou, 310027, China; School of Mechanical Engineering, Zhejiang University, Hangzhou, 310027, China
| | - Dane Westerdahl
- Division of Environment and Sustainability, The Hong Kong University of Science & Technology, Clear Water Bay, Kowloon, 999077, Hong Kong
| | - Richard B Freeman
- Center for Green Buildings and Cities, Harvard University, Cambridge, MA, 02138, USA
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8
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Pacitto A, Amato F, Moreno T, Pandolfi M, Fonseca A, Mazaheri M, Stabile L, Buonanno G, Querol X. Effect of ventilation strategies and air purifiers on the children's exposure to airborne particles and gaseous pollutants in school gyms. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 712:135673. [PMID: 31810696 DOI: 10.1016/j.scitotenv.2019.135673] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 11/18/2019] [Accepted: 11/19/2019] [Indexed: 05/05/2023]
Abstract
Indoor school gyms are environments characterized by high concentrations of different airborne particulate and gaseous pollutants. In particular, like other naturally-ventilated school environments, in addition to indoor pollutants children can be exposed to sub-micron particles and gaseous pollutants emitted by outdoor sources and penetrating the building envelope; moreover, high concentrations of super-micron particles can be reached due to the resuspension phenomena related to the physical activity performed therein. The present paper aims to evaluate the effect of different ventilation methods (natural ventilation, manual airing) and the use of air purifiers in reducing the indoor concentrations of different airborne particles and gaseous pollutants in school gyms. To this end, an experimental campaign was performed in two naturally-ventilated school gyms in Barcelona (Spain) of different volumes and different distance to major urban roads. Indoor and outdoor measurements of particle number, black carbon and PM1-10 concentrations were performed as well as indoor measurements of CO2 and NO2 concentrations. The study revealed that the use of air purifiers with windows kept closed (natural ventilation) can lead to a significant reduction in terms of indoor-to-outdoor concentration ratios. In the smaller gym (air changes per hour of the purifiers, ACH, equal to 9.2 h-1) the I/O ratios were reduced by 93% and 95% in terms of particle number and PM1-10, respectively; whereas in the larger school gym (ACH = 1.7 h-1) the corresponding reductions were 70% and 84%. For manual airing scenarios, the effect of the air purifiers on outdoor-generated sub-micron particles is reduced; in particular, for low ACH values (i.e. ACH = 1.7 h-1), the reduction is quite negligible (6%).
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Affiliation(s)
- A Pacitto
- Institute of Environmental Assessment and Water Research (IDÆA), Spanish National Research Council (CSIC), Barcelona, Spain; Department of Civil and Mechanical Engineering, University of Cassino and Southern Lazio, Cassino, FR, Italy
| | - F Amato
- Institute of Environmental Assessment and Water Research (IDÆA), Spanish National Research Council (CSIC), Barcelona, Spain.
| | - T Moreno
- Institute of Environmental Assessment and Water Research (IDÆA), Spanish National Research Council (CSIC), Barcelona, Spain
| | - M Pandolfi
- Institute of Environmental Assessment and Water Research (IDÆA), Spanish National Research Council (CSIC), Barcelona, Spain
| | - A Fonseca
- Institute of Environmental Assessment and Water Research (IDÆA), Spanish National Research Council (CSIC), Barcelona, Spain
| | - M Mazaheri
- Institute of Environmental Assessment and Water Research (IDÆA), Spanish National Research Council (CSIC), Barcelona, Spain; International Laboratory for Air Quality and Health, Queensland University of Technology, Brisbane, Australia
| | - L Stabile
- Department of Civil and Mechanical Engineering, University of Cassino and Southern Lazio, Cassino, FR, Italy
| | - G Buonanno
- Department of Civil and Mechanical Engineering, University of Cassino and Southern Lazio, Cassino, FR, Italy; International Laboratory for Air Quality and Health, Queensland University of Technology, Brisbane, Australia
| | - X Querol
- Institute of Environmental Assessment and Water Research (IDÆA), Spanish National Research Council (CSIC), Barcelona, Spain
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9
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Wei W, Ramalho O, Malingre L, Sivanantham S, Little JC, Mandin C. Machine learning and statistical models for predicting indoor air quality. INDOOR AIR 2019; 29:704-726. [PMID: 31220370 DOI: 10.1111/ina.12580] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Revised: 05/21/2019] [Accepted: 06/13/2019] [Indexed: 06/09/2023]
Abstract
Indoor air quality (IAQ), as determined by the concentrations of indoor air pollutants, can be predicted using either physically based mechanistic models or statistical models that are driven by measured data. In comparison with mechanistic models mostly used in unoccupied or scenario-based environments, statistical models have great potential to explore IAQ captured in large measurement campaigns or in real occupied environments. The present study carried out the first literature review of the use of statistical models to predict IAQ. The most commonly used statistical modeling methods were reviewed and their strengths and weaknesses discussed. Thirty-seven publications, in which statistical models were applied to predict IAQ, were identified. These studies were all published in the past decade, indicating the emergence of the awareness and application of machine learning and statistical modeling in the field of IAQ. The concentrations of indoor particulate matter (PM2.5 and PM10 ) were the most frequently studied parameters, followed by carbon dioxide and radon. The most popular statistical models applied to IAQ were artificial neural networks, multiple linear regression, partial least squares, and decision trees.
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Affiliation(s)
- Wenjuan Wei
- Scientific and Technical Center for Building (CSTB), Health and Comfort Department, French Indoor Air Quality Observatory (OQAI), University of Paris-Est, Marne la Vallée Cedex 2, France
| | - Olivier Ramalho
- Scientific and Technical Center for Building (CSTB), Health and Comfort Department, French Indoor Air Quality Observatory (OQAI), University of Paris-Est, Marne la Vallée Cedex 2, France
| | - Laeticia Malingre
- Scientific and Technical Center for Building (CSTB), Health and Comfort Department, French Indoor Air Quality Observatory (OQAI), University of Paris-Est, Marne la Vallée Cedex 2, France
| | - Sutharsini Sivanantham
- Scientific and Technical Center for Building (CSTB), Health and Comfort Department, French Indoor Air Quality Observatory (OQAI), University of Paris-Est, Marne la Vallée Cedex 2, France
| | - John C Little
- Department of Civil and Environmental Engineering, Virginia Tech, Blacksburg, Virginia, USA
| | - Corinne Mandin
- Scientific and Technical Center for Building (CSTB), Health and Comfort Department, French Indoor Air Quality Observatory (OQAI), University of Paris-Est, Marne la Vallée Cedex 2, France
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10
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Sources and Temporal Variations of Coarse Particulate Matter (PM) in Central Tehran, Iran. ATMOSPHERE 2019. [DOI: 10.3390/atmos10050291] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
In this study, we used the positive matrix factorization (PMF) model to evaluate the sources of ambient coarse particulate matter (PM) and their temporal variations in two sampling sites, i.e., a school dormitory and a retirement home, located in central Tehran. 24-h ambient PM samples were collected using low-volume air samplers from May 2012 to June 2013. The collected filters were analyzed for their chemical components, including water-soluble ions, metals, and trace elements, which were used as the input to the PMF model. Our results indicated annual averages of 45.7 ± 3.8 µg/m3 and 36.2. ± 4.0 µg/m3 for coarse PM at the School dormitory and Tohid retirement home, respectively. Moreover, higher ambient coarse PM mass concentrations were observed in the warm season (53.3 ± 5.8 µg/m3 for school dormitory and 43.1 ± 6.1 µg/m3 for Tohid retirement home) as opposed to the cold season (41.4 ± 4.7 µg/m3 for school dormitory and 28.7 ± 4.6 µg/m3 for Tohid retirement home). Our PMF analysis also identified road dust, soil, and industry, and atmospherically processed coarse PM as the three sources of ambient coarse PM in central Tehran. Road dust, soil, and industry were the major sources of ambient coarse PM, contributing respectively to 74 ± 9% and 19 ± 2% of the total coarse PM mass concentration, while atmospherically aged aerosols had a rather minimal contribution of 7 ± 1% to total coarse PM mass concentration. The temporal trends of the resolved factors also revealed higher contributions of road dust to total ambient coarse PM during warm season as opposed to cold season, due to the increased resuspension rate from road surfaces as a result of higher wind speeds, and temperatures, combined with lower relative humidity. Similarly, higher resuspension rate of mechanically originated particulates resulted in higher warm-season time contributions of the soil factor. Results of this study clearly revealed the key role of road dust and non-tail pipe emissions on ambient coarse PM mass concentrations in crowded areas of central Tehran, and have important implications on the potential health impacts that can be caused by these difficult to mitigate sources of coarse PM.
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Rivas I, Querol X, Wright J, Sunyer J. How to protect school children from the neurodevelopmental harms of air pollution by interventions in the school environment in the urban context. ENVIRONMENT INTERNATIONAL 2018; 121:199-206. [PMID: 30216772 DOI: 10.1016/j.envint.2018.08.063] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Revised: 08/28/2018] [Accepted: 08/28/2018] [Indexed: 06/08/2023]
Abstract
Recently, there has been a flurry of publications assessing the effect of air pollution on neurodevelopment. Here we present a summary of the results obtained within the BRain dEvelopment and Air polluTion ultrafine particles in scHool childrEn (BREATHE) Project, which aimed to evaluate the effects of the exposure to traffic related air pollutants in schoolchildren in Barcelona. To this end, we comprehensively characterised air quality in 39 urban schools from Barcelona and identified the main determinants of children's increased exposure. We propose a series of measures to be implemented to improve air quality in schools within the urban context and, consequently, minimise the negative effects on children's neurodevelopment that we found to be associated with the exposure to air pollution. We also aimed to list some of the actions pushed by governments and the society (including school managers, parents, and children) that have been taking place around Europe for promoting better high quality in the school and its surroundings.
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Affiliation(s)
- Ioar Rivas
- ISGlobal, Centre for Research in Environmental Epidemiology (CREAL), C/Dr. Aiguader 88, 08003 Barcelona, Catalonia, Spain; Institute of Environmental Assessment and Water Research, IDAEA-CSIC, C/Jordi Girona 18-26, 08034 Barcelona, Spain; MRC-PHE Centre for Environment and Health, Environmental Research Group, King's College London, 150 Stamford Street, London SE1 9NH, UK.
| | - Xavier Querol
- Institute of Environmental Assessment and Water Research, IDAEA-CSIC, C/Jordi Girona 18-26, 08034 Barcelona, Spain
| | - John Wright
- Bradford Institute for Health Research, Duckworth Lane, Bradford, BD9 6RJ, UK
| | - Jordi Sunyer
- ISGlobal, Centre for Research in Environmental Epidemiology (CREAL), C/Dr. Aiguader 88, 08003 Barcelona, Catalonia, Spain; Pompeu Fabra University, C/Dr. Aiguader 88, 08003, Barcelona, Catalonia, Spain
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Frasca D, Marcoccia M, Tofful L, Simonetti G, Perrino C, Canepari S. Influence of advanced wood-fired appliances for residential heating on indoor air quality. CHEMOSPHERE 2018; 211:62-71. [PMID: 30071437 DOI: 10.1016/j.chemosphere.2018.07.102] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Revised: 07/13/2018] [Accepted: 07/18/2018] [Indexed: 06/08/2023]
Abstract
This work was aimed at studying particulate matter (PM) in the indoor atmosphere of two flats where airtight biomass systems were used for domestic heating. PM10 and PM2.5 samples were collected by means of nine parallel sampling units, located in the outdoor and indoor areas of each flat. The samples were analyzed for PM macro-components (organic carbon, elemental carbon, macro-elements and inorganic ions) and for the soluble and residual fractions of micro-elements; the influence of the main PM sources on the indoor air quality was evaluated. The results confirm that infiltration from outdoor represents the main source of fine particles, while dust re-suspension, enhanced by the movements of the inhabitants, is one of the most important sources of coarse particles. Biomass-fueled heating systems are a significant source of indoor pollution, mainly due to the cleaning operations required for the removal of residual ash, which release particles in both the fine and the coarse size range. The impact of these operations resulted in indoor to outdoor ratios higher than one for most of the considered PM components. Very high amounts of copper and manganese, elements likely involved in the generation of oxidative stress, were released into the environment during ash removal from the pellet stove. Although this operation was very limited in time (about 15 min), the average concentration of Cu and Mn in PM10 and PM2.5 during the study period (18 days) was more than six times (Cu) and about twice (Mn) the concentration values measured outdoors.
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Affiliation(s)
- Daniele Frasca
- Chemistry Department, Sapienza University of Rome, P.le Aldo Moro, 5, 00185, Rome, Italy; C.N.R. Institute of Atmospheric Pollution Research, Via Salaria, Km 29, 300, Monterotondo St., Rome, 00015, Italy
| | - Melissa Marcoccia
- Chemistry Department, Sapienza University of Rome, P.le Aldo Moro, 5, 00185, Rome, Italy
| | - Luca Tofful
- C.N.R. Institute of Atmospheric Pollution Research, Via Salaria, Km 29, 300, Monterotondo St., Rome, 00015, Italy
| | - Giulia Simonetti
- Chemistry Department, Sapienza University of Rome, P.le Aldo Moro, 5, 00185, Rome, Italy
| | - Cinzia Perrino
- C.N.R. Institute of Atmospheric Pollution Research, Via Salaria, Km 29, 300, Monterotondo St., Rome, 00015, Italy
| | - Silvia Canepari
- Chemistry Department, Sapienza University of Rome, P.le Aldo Moro, 5, 00185, Rome, Italy; C.N.R. Institute of Atmospheric Pollution Research, Via Salaria, Km 29, 300, Monterotondo St., Rome, 00015, Italy.
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Abstract
What are the actual trends in Indoor Air Quality (IAQ), and in which direction is academic interest moving? Much progress has been made in identifying and mitigating indoor pollutants, due to both prevention campaigns (e.g., smoking bans) and greater control of product emissions. However, IAQ is still of interest and the future trends are unknown. In this study, a thorough bibliometric analysis was conducted on the scientific literature available on the Web of Science database with CiteSpace from 1990 until today. It was possible to identify past trends and current advances, both with the aim of introducing the IAQ topic to those encountering it for the first time and to examine the issues that are expected to be pertinent in the future.
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Slezakova K, Peixoto C, Pereira MDC, Morais S. Indoor air quality in health clubs: Impact of occupancy and type of performed activities on exposure levels. JOURNAL OF HAZARDOUS MATERIALS 2018; 359:56-66. [PMID: 30014915 DOI: 10.1016/j.jhazmat.2018.07.015] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Revised: 07/02/2018] [Accepted: 07/03/2018] [Indexed: 06/08/2023]
Abstract
Associations between indoor air quality (IAQ) and health in sport practise environments are not well understood due to limited knowledge of magnitude of inhaled pollutants. Thus, this study assessed IAQ in four health clubs (HC1-HC4) and estimated inhaled doses during different types of activities. Gaseous (TVOCs, CO, O3, CO2) and particulate pollutants (PM1, PM4) were continuously collected during 40 days. IAQ was influenced both by human occupancy and the intensity of the performed exercises. Levels of all pollutants were higher when clubs were occupied (p < 0.05) than for vacant periods, with higher medians in main workout areas rather than in spaces/studios for group activities. In all spaces, TVOCs highly exceeded legislative limit (600 μg/m3), even when unoccupied, indicating possible risks for the respective occupants. CO2 levels were well correlated with relative humidity (rs 0.534-0.625) and occupancy due to human exhalation and perspiration during exercising. Clubs with natural ventilations exhibited twice higher PM, with PM1 accounting for 93-96% of PM4; both PM were highly correlated (rs 0.936-0.995) and originated from the same sources. Finally, cardio classes resulted in higher inhalation doses than other types of exercising (1.7-2.6).
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Affiliation(s)
- Klara Slezakova
- REQUIMTE-LAQV, Instituto Superior de Engenharia do Porto, Instituto Politécnico do Porto, R. Dr. António Bernardino de Almeida 431, 4200-072 Porto, Portugal; LEPABE, Departamento de Engenharia Química, Faculdade de Engenharia, Universidade do Porto, R. Dr. Roberto Frias, 4200-465 Porto, Portugal
| | - Cátia Peixoto
- REQUIMTE-LAQV, Instituto Superior de Engenharia do Porto, Instituto Politécnico do Porto, R. Dr. António Bernardino de Almeida 431, 4200-072 Porto, Portugal
| | - Maria do Carmo Pereira
- LEPABE, Departamento de Engenharia Química, Faculdade de Engenharia, Universidade do Porto, R. Dr. Roberto Frias, 4200-465 Porto, Portugal.
| | - Simone Morais
- REQUIMTE-LAQV, Instituto Superior de Engenharia do Porto, Instituto Politécnico do Porto, R. Dr. António Bernardino de Almeida 431, 4200-072 Porto, Portugal.
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Andrade A, Dominski FH, Pereira ML, de Liz CM, Buonanno G. Infection risk in gyms during physical exercise. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2018; 25:19675-19686. [PMID: 29736645 DOI: 10.1007/s11356-018-1822-8] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Accepted: 03/19/2018] [Indexed: 06/08/2023]
Abstract
This study aimed to analyze the risk of infection (influenza and tuberculosis) for individuals participating in physical exercise. This was achieved by assessment of carbon dioxide (CO2) concentrations, and examination of the physical characteristics of a number of gyms to determine whether there was a relationship to CO2 levels. This study was performed in three different gyms ventilated with either split system or central system air conditioners. The risk of airborne infection (percent of susceptible persons infected) was estimated for each gym using the Wells-Riley model. The risk of infection increased during periods of peak occupancy where the ventilation required by occupants was greater. In each gym, the highest risk of infection occurred during the evening where occupancy and CO2 levels were high. The infection risk for influenza was high in all situations due to the high quantum generation rate for this agent. This study suggests that inefficient ventilation in gyms is a significant problem, with high CO2 concentrations resulting in impaired air quality and high health risks to users, including increased risk of infections such as influenza and tuberculosis.
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Affiliation(s)
- Alexandro Andrade
- Laboratory of Sport and Exercise Psychology, Center of Health and Sport Science, Santa Catarina State University, Pascoal Simone, Coqueiros, 358, Florianopolis, Santa Catarina, 88080-350, Brazil.
| | - Fábio Hech Dominski
- Laboratory of Sport and Exercise Psychology, Center of Health and Sport Science, Santa Catarina State University, Pascoal Simone, Coqueiros, 358, Florianopolis, Santa Catarina, 88080-350, Brazil
| | - Marcelo Luiz Pereira
- Federal Institute of Education, Science and Technology of Santa Catarina, São José, Santa Catarina, Brazil
| | - Carla Maria de Liz
- Laboratory of Sport and Exercise Psychology, Center of Health and Sport Science, Santa Catarina State University, Pascoal Simone, Coqueiros, 358, Florianopolis, Santa Catarina, 88080-350, Brazil
| | - Giorgio Buonanno
- Department of Civil and Mechanical Engineering, University of Cassino and Southern Lazio, Cassino, FR, Italy
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Slezakova K, Peixoto C, Oliveira M, Delerue-Matos C, Pereira MDC, Morais S. Indoor particulate pollution in fitness centres with emphasis on ultrafine particles. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2018; 233:180-193. [PMID: 29073525 DOI: 10.1016/j.envpol.2017.10.050] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2017] [Revised: 10/10/2017] [Accepted: 10/12/2017] [Indexed: 06/07/2023]
Abstract
Fitness centres (FC) represent a unique indoor microenvironment. Exercising on regular basis provides countless health benefits and improves overall well-being, but if these facilities have poor indoor air quality, the respective exercisers might be subjected to some adverse risks. Considering the limited existent data, this work aimed to evaluate particulate pollution (PM10, PM2.5, and ultrafine particles - UFP) in indoor air of FC and to estimate the respective risks for occupants (both staff and exercising subjects). Sampling was conducted during 40 consecutive days of May-June 2014 in general fitness areas, studios and classrooms (for group activities) of four different fitness centres (FC1-FC4) situated within Oporto metropolitan area, Portugal. The results showed that across the four FC, PM10 ranged between 5 and 1080 μg m-3 with median concentrations (15-43 μg m-3) fulfilling the limit (50 μg m-3) of Portuguese legislation in all FC. PM2.5 (medians 5-37 μg m-3; range 5-777 μg m-3) exceeded thresholds of 25 μg m-3 at some FC, indicating potential risks for the respective occupants; naturally ventilated FC exhibited significantly higher PM ranges (p < 0.05). Similarly, UFPs (range 0.5-88.6 × 103 # cm-3) median concentrations were higher (2-3 times) at FC without controlled ventilation systems. UFP were approximately twice higher (p < 0.05) during the occupied periods (mean of 9.7 × 103vs. 4.8 × 103 # cm-3) with larger temporal variations of UFP levels observed in general fitness areas than in classrooms and studios. Cardio activities (conducted in studios and classrooms) led to approximately twice the UFPs intakes than other types of exercising. These results indicate that even short-term physical activity (or more specifically its intensity) might strongly influence the daily inhalation dose. Finally, women exhibited 1.2 times higher UFPs intake than men thus suggesting the need for future gender-specific studies assessing UFP exposure.
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Affiliation(s)
- Klara Slezakova
- REQUIMTE-LAQV, Instituto Superior de Engenharia do Porto, Instituto Politécnico do Porto, R. Dr. António Bernardino de Almeida 431, 4200-072 Porto, Portugal; LEPABE, Departamento de Engenharia Química, Faculdade de Engenharia, Universidade do Porto, R. Dr. Roberto Frias, 4200-465 Porto, Portugal
| | - Cátia Peixoto
- REQUIMTE-LAQV, Instituto Superior de Engenharia do Porto, Instituto Politécnico do Porto, R. Dr. António Bernardino de Almeida 431, 4200-072 Porto, Portugal
| | - Marta Oliveira
- REQUIMTE-LAQV, Instituto Superior de Engenharia do Porto, Instituto Politécnico do Porto, R. Dr. António Bernardino de Almeida 431, 4200-072 Porto, Portugal
| | - Cristina Delerue-Matos
- REQUIMTE-LAQV, Instituto Superior de Engenharia do Porto, Instituto Politécnico do Porto, R. Dr. António Bernardino de Almeida 431, 4200-072 Porto, Portugal
| | - Maria do Carmo Pereira
- LEPABE, Departamento de Engenharia Química, Faculdade de Engenharia, Universidade do Porto, R. Dr. Roberto Frias, 4200-465 Porto, Portugal.
| | - Simone Morais
- REQUIMTE-LAQV, Instituto Superior de Engenharia do Porto, Instituto Politécnico do Porto, R. Dr. António Bernardino de Almeida 431, 4200-072 Porto, Portugal.
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Amouei Torkmahalleh M, Kabay K, Bazhanova M, Mohiuddin O, Obaidullah M, Gorjinezhad S. Investigating the impact of different sport trainings on particulate matter resuspension in a sport center using well-characterized reference instruments and a low-cost monitor. THE SCIENCE OF THE TOTAL ENVIRONMENT 2018; 612:957-965. [PMID: 28886548 DOI: 10.1016/j.scitotenv.2017.08.107] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Revised: 08/11/2017] [Accepted: 08/11/2017] [Indexed: 06/07/2023]
Abstract
The present study investigated the exposure of teenagers, adults, and students to PM1, PM2.5, PM4, PM10, particle number concentration at two sport facilities of Nazarbayev University including Gymnastics Hall and Multi-purpose Hall. Measurements were conducted during variety of sport training sessions including soccer, basketball, volleyball, Mixed Martial Arts (MMA), boxing, table tennis, etc. A low-cost instrument, Dylos was employed to compare its performance against two TSI instruments. In overall, the Dylos showed acceptable peaks when the source of particle resuspension was present. However, no correlation was observed between Dylos data and Dusttrak fine and coarse particle data. The average PM2,5 and PM10 concentrations were found to be below the WHO limits. The number of participants during the training sessions and sports involving balls including basketball, soccer and volleyball were the two factors responsible for the observed increased particle resuspension.
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Affiliation(s)
- Mehdi Amouei Torkmahalleh
- Chemical and Aerosol Research Team, Department of Chemical Engineering, School of Engineering, Nazarbayev University, Astana 010000, Kazakhstan.
| | - Karakat Kabay
- Chemical and Aerosol Research Team, Department of Chemical Engineering, School of Engineering, Nazarbayev University, Astana 010000, Kazakhstan
| | - Meruyet Bazhanova
- Chemical and Aerosol Research Team, Department of Chemical Engineering, School of Engineering, Nazarbayev University, Astana 010000, Kazakhstan
| | - Obaidullah Mohiuddin
- Sustainable Environment and Energy System, Middle East Technical University Northern Cyprus Campus, Guzelyurt, Mersin 10, Turkey
| | - Madina Obaidullah
- Sustainable Environment and Energy System, Middle East Technical University Northern Cyprus Campus, Guzelyurt, Mersin 10, Turkey
| | - Soudabeh Gorjinezhad
- Chemical and Aerosol Research Team, Department of Chemical Engineering, School of Engineering, Nazarbayev University, Astana 010000, Kazakhstan
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Andrade A, Dominski FH. Indoor air quality of environments used for physical exercise and sports practice: Systematic review. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2018; 206:577-586. [PMID: 29127930 DOI: 10.1016/j.jenvman.2017.11.001] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2017] [Revised: 11/01/2017] [Accepted: 11/02/2017] [Indexed: 06/07/2023]
Abstract
BACKGROUND Systematic reviews have the potential to contribute substantially to environmental health and risk assessment. OBJECTIVE This study aimed to investigate indoor air quality of environments used for physical exercise and sports practice through a systematic review. METHODS The systematic review followed the PRISMA guidelines and was recorded in the PROSPERO registry (CRD42016036057). The search was performed using the SciELO, Science Direct, Scopus, LILACS, MEDLINE via PubMed, and SPORTDiscus databases, from their inception through April 2017. The search terms used in the databases were {air pollution" OR "air pollutants" OR "air quality"} AND {"physical exercise" OR "physical activity" OR "sport"}. The results of selected studies were divided into 5 categories for analysis: monitoring of air quality in the environment according to international guidelines, indoor-to-outdoor ratio (I/O), air quality during physical exercise, impact of air quality on health, and interventions to improve indoor air quality. RESULTS Among 1281 studies screened, 34 satisfied the inclusion criteria. The monitoring of pollutants was conducted in 20 studies. CO and NO2 were the most investigated pollutants, and guidelines were discussed in most studies. The I/O ratio was investigated in 12 studies, of which 9 showed a higher concentration of some pollutants in indoor rather than outdoor environments. Among the 34 studies selected, only 7 investigated the impact of indoor air pollution on human health. The population in most of these studies consisted of hockey players. CONCLUSION Most studies conducted monitoring of pollutants in indoor environments used for physical exercise and sports practice. The earliest studies were conducted in ice skating rinks and the most recent evaluated gymnasiums, fitness centers, and sports centers. The CO, particulate matter, and NO2 concentrations were the most investigated and have the longest history of investigation. These pollutants were within the limits established by guidelines in most studies. Studies that examined the association between air quality documented the adverse effects of pollution. There is a need for more studies focused on the relationship between pollution and health.
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Affiliation(s)
- Alexandro Andrade
- Laboratory of Sport and Exercise Psychology, Center of Health and Sport Science, Santa Catarina State University, Florianópolis, Santa Catarina, Brazil.
| | - Fábio Hech Dominski
- Laboratory of Sport and Exercise Psychology, Center of Health and Sport Science, Santa Catarina State University, Florianópolis, Santa Catarina, Brazil
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Stabile L, Dell'Isola M, Russi A, Massimo A, Buonanno G. The effect of natural ventilation strategy on indoor air quality in schools. THE SCIENCE OF THE TOTAL ENVIRONMENT 2017; 595:894-902. [PMID: 28432989 DOI: 10.1016/j.scitotenv.2017.03.048] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2016] [Revised: 03/02/2017] [Accepted: 03/06/2017] [Indexed: 05/08/2023]
Abstract
In order to reduce children's exposure to pollutants in classrooms a proper ventilation strategy need to be adopted. Such strategy is even more important in naturally ventilated schools where the air exchange rate is only based on the manual airing of classrooms. The present work aimed to evaluate the effect of the manual airing strategy on indoor air quality in Italian classrooms. For this aim, schools located in the Central Italy were investigated. Indoor air quality was studied in terms of CO2, particle number and PM concentrations and compared to corresponding outdoor levels. In particular two experimental analyses were performed: i) a comparison between heating and non heating season in different schools; ii) an evaluation of the effect of scheduled airing periods on the dilution of indoor-generated pollutants and the penetration of outdoor-generated ones. In particular, different airing procedures, i.e. different window opening periods (5 to 20min per hour) were imposed and controlled through contacts installed on classroom windows and doors. Results revealed that the airing strategy differently affect the several pollutants detected in indoors depending on their size, origin and dynamics. Longer airing periods may result in reduced indoor CO2 concentrations and, similarly, other gaseous indoor-generated pollutants. Simultaneously, higher ultrafine particle (and other vehicular-related pollutants) levels in indoors were measured due to infiltration from outdoors. Finally, a negligible effect of the manual airing on PM levels in classroom was detected. Therefore, a simultaneous reduction in concentration levels for all the pollutant metrics in classrooms cannot be obtained just relying upon air permeability of the building envelope and manual airing of the classrooms.
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Affiliation(s)
- Luca Stabile
- Department of Civil and Mechanical Engineering, University of Cassino and Southern Lazio, Cassino, FR, Italy.
| | - Marco Dell'Isola
- Department of Civil and Mechanical Engineering, University of Cassino and Southern Lazio, Cassino, FR, Italy
| | - Aldo Russi
- Department of Civil and Mechanical Engineering, University of Cassino and Southern Lazio, Cassino, FR, Italy
| | - Angelamaria Massimo
- Department of Civil and Mechanical Engineering, University of Cassino and Southern Lazio, Cassino, FR, Italy
| | - Giorgio Buonanno
- Department of Engineering, University "Parthenope", Naples, Italy; Queensland University of Technology, Brisbane, Australia
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Andrade A, Dominski FH, Coimbra DR. Scientific production on indoor air quality of environments used for physical exercise and sports practice: Bibliometric analysis. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2017; 196:188-200. [PMID: 28284941 DOI: 10.1016/j.jenvman.2017.03.001] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2016] [Revised: 02/23/2017] [Accepted: 03/01/2017] [Indexed: 05/27/2023]
Abstract
INTRODUCTION In order to minimize adverse health effects and increase the benefits of physical activity, it is important to systematize indoor air quality study in environments used for physical exercise and sports. OBJECTIVES To investigate and analyze the scientific production related to indoor air quality of environments used for physical exercise and sports practice through a bibliometric analysis. METHODS The databases Scielo, Science Direct, Scopus, Lilacs, Medline via Pubmed, and SportDiscus were searched from their inception to March 2016. Bibliometric analysis was performed for authors, institutions, countries, and collaborative networks, in relation to publication year, theme, citation network, funding agency, and analysis of titles and keywords of publications. Country, area, and impact factor of the journals were analyzed. RESULTS Of 1281 studies screened, 34 satisfied the inclusion criteria. The first publication occurred in 1975. An increase in publications was observed in the last 15 years. Most of the studies were performed by researchers in the USA, followed by Portugal and Italy. Seventeen different scientific journals have published studies on the subject, and most are in the area of Environmental Sciences. It was noted that the categories of author keywords associated with "Pollutants," "Sport Environment," and "Physical Exercise" were the most commonly used in most studies. A total of 68% of the studies had at least one funding agency, and 81% of studies published in the last decade had funding. CONCLUSIONS Our results demonstrate that there is recent exponential growth, driven in the last decade by researchers in environmental science from European institutions.
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Affiliation(s)
- Alexandro Andrade
- Laboratory of Sport and Exercise Psychology, Center of Health and Sport Science, Santa Catarina State University, Florianópolis, Santa Catarina, Brazil; Federal Institute of Education, Science and Technology of Santa Catarina, São José, Santa Catarina, Brazil.
| | - Fábio Hech Dominski
- Laboratory of Sport and Exercise Psychology, Center of Health and Sport Science, Santa Catarina State University, Florianópolis, Santa Catarina, Brazil.
| | - Danilo Reis Coimbra
- Laboratory of Sport and Exercise Psychology, Center of Health and Sport Science, Santa Catarina State University, Florianópolis, Santa Catarina, Brazil.
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de Oliveira Galvão MF, de Queiroz JDF, Duarte EDSF, Hoelzemann JJ, de André PA, Saldiva PHN, Menezes Filho JA, Batistuzzo de Medeiros SR. Characterization of the particulate matter and relationship between buccal micronucleus and urinary 1-hydroxypyrene levels among cashew nut roasting workers. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2017; 220:659-671. [PMID: 27839996 DOI: 10.1016/j.envpol.2016.10.024] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2016] [Revised: 09/27/2016] [Accepted: 10/08/2016] [Indexed: 06/06/2023]
Abstract
The present study is the first assessment of occupational risk associated with artisanal cashew nut roasting using exposure and effect biomarkers, as well as a characterization and dispersion analysis of the released particulate matter (PM). A real-time particle monitor was used to quantify PM1.0, PM2.5 and PM10. Furthermore, the PM was sampled using a Handi-vol sampler, and the physicochemical characteristics were determined by SEM-EDS analysis. Trajectories, dispersion and deposition of the emitted material were calculated using the NOAA-HYSPLIT model. Urinary 1-hydroxypyrene (1-OHP) levels were analyzed by HPLC. DNA damage, chromosomal instability and cell death were measured by a buccal micronucleus cytome assay (BMCyt). The PM concentrations for all measurements in the exposed area were higher than in the non-exposed area. SEM-EDS analyses exhibited a wide variety of particles, and K, Cl, S and Ca biomass burning tracers were the major inorganic compounds. In addition, atmospheric modeling analysis suggested that these particles can reach regions farther away than 40 kilometers. Occupational polycyclic aromatic hydrocarbon exposure was confirmed by increases in 1-OHP levels in cashew nut workers. Frequencies of BMCyt biomarkers of genotoxicity (micronuclei and nuclear bud) and cytotoxicity (pyknosis, karyolysis, karyorrhexis and condensed chromatin) were higher in the exposed group compared with the controls. The influence of factors, such as age, on the micronuclei frequencies was demonstrated, and a correlation between 1-OHP and micronuclei was observed. To the best of our knowledge, no other study has demonstrated a correlation between these types of biomarkers. The use of exposure (1-OHP) and effect (BMCyt) biomarkers were therefore efficient in assessing the occupational risk associated with artisanal cashew nut roasting, and the high rates of PM2.5 are considered to be a potential contributor to this effect.
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Affiliation(s)
| | | | | | - Judith Johanna Hoelzemann
- Departamento de Ciências Atmosféricas e Climáticas, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil.
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Moshammer H, Shahraki S, Mondel T, Gebhart P. Lung function and dust in climbing halls: two pilot studies. REVIEWS ON ENVIRONMENTAL HEALTH 2016; 31:401-407. [PMID: 27837598 DOI: 10.1515/reveh-2016-0024] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Accepted: 09/27/2016] [Indexed: 05/27/2023]
Abstract
In climbing halls, high levels of dust are found because magnesia powder is used to dry hands. Concerns have been raised about possible health effects after reports from asthmatics experiencing worsening of symptoms while or after climbing. We investigated acute and sub-acute effects of climbing in dusty halls on lung function in two pilot studies. The first study examined 109 climbers before and after a climbing activity that lasted at least 1 h. In the second study, 25 climbers from different age classes participated in a 2-day climbing competition. Of these, 24 agreed to take part in our investigation, but only 22 provided valid lung function tests on both days. The climbers underwent lung function tests before the first round of the competition (in the morning), after the second round approximately 3 h later and in the morning of the second day before the competition started again. In the first study, we found acute effects, a decline in lung function immediately after the exposure, likely due to protective reflexes of the bronchial muscles and stronger declines in persons with higher exhaled nitric oxide (NO) pre-climbing. In the second study, we also expected sub-acute effects on the next day due to inflammation. On the first day of the competition (second study), dust levels at a central monitor increased over time in a linear manner. Most of the dust was in the size range between 2.5 and 10 μm and dust levels of particulate matter (PM10) reached 0.5 mg/m3. There was a decline in lung function over 24 h in persons with higher exhaled NO levels pre-exposure. All spirometric parameters were affected though the effects were not statistically significant in all cases. Younger age classes started earlier in the morning. Because of the increasing trend in dust levels we expected stronger effects with higher numbers but for the acute effects the reverse was true, possibly because younger climbers use magnesia more or with less experience thus causing higher individual exposure. No differences by age or by time of the first climb were observed for the 24-h lung function change.
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Almeida-Silva M, Faria T, Saraga D, Maggos T, Wolterbeek HT, Almeida SM. Source apportionment of indoor PM10 in Elderly Care Centre. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2016; 23:7814-7827. [PMID: 26758302 DOI: 10.1007/s11356-015-5937-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2015] [Accepted: 12/07/2015] [Indexed: 06/05/2023]
Abstract
Source contribution to atmospheric particulate matter (PM) has been exhaustively modelled. However, people spend most of their time indoors where this approach is less explored. This evidence worsens considering elders living in Elderly Care Centres, since they are more susceptible. The present study aims to investigate the PM composition and sources influencing elderly exposure. Two 2-week sampling campaigns were conducted-one during early fall (warm phase) and another throughout the winter (cold phase). PM10 were collected with two TCR-Tecora(®) samplers that were located in an Elderly Care Centre living room and in the correspondent outdoor. Chemical analysis of the particles was performed by neutron activation analysis for element characterization, by ion chromatography for the determination of water soluble ions and by a thermal optical technique for the measurement of organic and elemental carbon. Statistical analysis showed that there were no statistical differences between seasons and environments. The sum of the indoor PM10 components measured in this work explained 57 and 53 % of the total PM10 mass measured by gravimetry in warm and cold campaigns, respectively. Outdoor PM10 concentrations were significantly higher during the day than night (p value < 0.05), as well as Ca(2+), Fe, Sb and Zn. The contribution of indoor and outdoor sources was assessed by principal component analysis and showed the importance of the highways and the airport located less than 500 m from the Elderly Care Centre for both indoor and outdoor air quality.
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Affiliation(s)
- M Almeida-Silva
- Centro de Ciências e Tecnologias Nucleares, Instituto Superior Técnico, Universidade de Lisboa, E.N. 10 ao Km 139.7, 2695-066, Bobadela LRS, Portugal.
- Faculty of Applied Sciences, Department of Radiation, Radionuclides and Reactors, Section RIH, Technical University of Delft, Delft, The Netherlands.
| | - T Faria
- Centro de Ciências e Tecnologias Nucleares, Instituto Superior Técnico, Universidade de Lisboa, E.N. 10 ao Km 139.7, 2695-066, Bobadela LRS, Portugal
| | - D Saraga
- Environmental Research Laboratory, Institute of Nuclear and Radiological Science & Technology, Energy & Safety, NCSR 'DEMOKRITOS', Athens, Greece
| | - T Maggos
- Environmental Research Laboratory, Institute of Nuclear and Radiological Science & Technology, Energy & Safety, NCSR 'DEMOKRITOS', Athens, Greece
| | - H T Wolterbeek
- Faculty of Applied Sciences, Department of Radiation, Radionuclides and Reactors, Section RIH, Technical University of Delft, Delft, The Netherlands
| | - S M Almeida
- Centro de Ciências e Tecnologias Nucleares, Instituto Superior Técnico, Universidade de Lisboa, E.N. 10 ao Km 139.7, 2695-066, Bobadela LRS, Portugal
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Ramos CA, Reis JF, Almeida T, Alves F, Wolterbeek HT, Almeida SM. Estimating the inhaled dose of pollutants during indoor physical activity. THE SCIENCE OF THE TOTAL ENVIRONMENT 2015; 527-528:111-8. [PMID: 25958360 DOI: 10.1016/j.scitotenv.2015.04.120] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2014] [Revised: 04/27/2015] [Accepted: 04/30/2015] [Indexed: 05/26/2023]
Abstract
BACKGROUND It is undeniable that many benefits come from physical activity. People exercise in fitness centers to improve their health and well-being, prevent disease and to increase physical attractiveness. However, these facilities join conditions that cause poor indoor air quality. Moreover, increased inhalation rates during exercise have influence on inhaled doses of air pollution. OBJECTIVES This study aims to calculate the inhaled dose of air pollutants during exercise, by estimating minute ventilation of participants and measuring air pollutant concentrations in fitness centers. METHODS Firstly, the 20 participants performed an incremental test on a treadmill, where heart rate and minute ventilation were measured simultaneously to develop individual exponential regression equations. Secondly, heart rate was measured during fitness classes and minute ventilation was estimated based on the calculated regression coefficients. Finally, the inhaled dose of air pollutants was calculated using the estimated minute ventilation and the concentrations of the pollutants measured in a monitoring program performed in 63 fitness classes. RESULTS Estimated inhaled doses were higher in aerobic classes than in holistic classes. The main difference was registered for PM10 inhaled dose that presented an average ratio between aerobic and holistic classes greater than four. Minute ventilation and PM10 concentrations in aerobic classes were, on average, 2.0 times higher than in holistic classes. Results showed that inhalation of pollutants is increased during heavy exercise, demonstrating the need to maintain high indoor air quality in fitness centers. CONCLUSIONS This study illustrates the importance of inclusion minute ventilation data when comparing inhaled doses of air pollution between different population groups. This work has estimated for the first time the minute ventilation for different fitness classes. Also constitutes an important contribution for the assessment of inhaled dose in future studies to be performed in fitness centers.
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Affiliation(s)
- C A Ramos
- Centro de Ciências e Tecnologias Nucleares, Instituto Superior Técnico, Universidade de Lisboa, Estrada Nacional 10, Km 139.7, 2695-066 Bobadela LRS, Portugal; Faculty of Applied Sciences, Department of Radiation, Radionuclides and Reactors, Technical University of Delft, Delft, The Netherlands.
| | - J F Reis
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisboa, Portugal
| | - T Almeida
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisboa, Portugal
| | - F Alves
- CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Lisboa, Portugal
| | - H T Wolterbeek
- Faculty of Applied Sciences, Department of Radiation, Radionuclides and Reactors, Technical University of Delft, Delft, The Netherlands
| | - S M Almeida
- Centro de Ciências e Tecnologias Nucleares, Instituto Superior Técnico, Universidade de Lisboa, Estrada Nacional 10, Km 139.7, 2695-066 Bobadela LRS, Portugal
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Castro A, Calvo AI, Alves C, Alonso-Blanco E, Coz E, Marques L, Nunes T, Fernández-Guisuraga JM, Fraile R. Indoor aerosol size distributions in a gymnasium. THE SCIENCE OF THE TOTAL ENVIRONMENT 2015; 524-525:178-86. [PMID: 25897726 DOI: 10.1016/j.scitotenv.2015.03.118] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Revised: 03/02/2015] [Accepted: 03/27/2015] [Indexed: 05/27/2023]
Abstract
In this study, an indoor/outdoor monitoring program was carried out in a gymnasium at the University of Leon, Spain. The main goal was a characterization of aerosol size distributions in a university gymnasium under different conditions and sports activities (with and without magnesia alba) and the study of the mass fraction deposited in each of the parts of the respiratory tract. The aerosol particles were measured in 31 discrete channels (size ranges) using a laser spectrometer probe. Aerosol size distributions were studied under different conditions: i) before sports activities, ii) activities without using magnesia alba, iii) activities using magnesia alba, iv) cleaning procedures, and v) outdoors. The aerosol refractive index and density indoors were estimated from the aerosol composition: 1.577-0.003i and 2.055 g cm(-3), respectively. Using the estimated density, the mass concentration was calculated, and the evolution of PM1, PM2.5 and PM10 for different activities was assessed. The quality of the air in the gymnasium was strongly influenced by the use of magnesia alba (MgCO3) and the number of gymnasts who were training. Due to the climbing chalk and the constant process of resuspension, average PM10 concentrations of over 440 μg m(-3) were reached. The maximum daily concentrations ranged from 500 to 900 μg m(-3). Particle size determines the place in the respiratory tract where the deposition occurs. For this reason, the inhalable, thoracic, tracheobronchial and respirable fractions were assessed for healthy adults and high risk people, according to international standards. The estimations show that, for healthy adults, up to 300 μg m(-3) can be retained by the trachea and bronchi, and 130 μg m(-3) may reach the alveolar region. The different physical activities and the attendance rates in the sports facility have a significant influence on the concentration and size distributions observed.
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Affiliation(s)
- Amaya Castro
- Department of Physics (IMARENAB), University of León, 24071 León, Spain
| | - Ana I Calvo
- Department of Physics (IMARENAB), University of León, 24071 León, Spain
| | - Célia Alves
- Centre for Environment and Marine Studies, Department of Environment, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Elisabeth Alonso-Blanco
- Centre for Energy, Environment and Technology Research (CIEMAT), Department of Environment, 28040 Madrid, Spain
| | - Esther Coz
- Centre for Energy, Environment and Technology Research (CIEMAT), Department of Environment, 28040 Madrid, Spain
| | - Liliana Marques
- Centre for Environment and Marine Studies, Department of Environment, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Teresa Nunes
- Centre for Environment and Marine Studies, Department of Environment, University of Aveiro, 3810-193 Aveiro, Portugal
| | | | - Roberto Fraile
- Department of Physics (IMARENAB), University of León, 24071 León, Spain.
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Nunes RAO, Branco PTBS, Alvim-Ferraz MCM, Martins FG, Sousa SIV. Particulate matter in rural and urban nursery schools in Portugal. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2015; 202:7-16. [PMID: 25795175 DOI: 10.1016/j.envpol.2015.03.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/14/2015] [Revised: 03/09/2015] [Accepted: 03/10/2015] [Indexed: 06/04/2023]
Abstract
Studies have been showing strong associations between exposures to indoor particulate matter (PM) and health effects on children. Urban and rural nursery schools have different known environmental and social differences which make their study relevant. Thus, this study aimed to evaluate indoor PM concentrations on different microenvironments of three rural nursery schools and one urban nursery school, being the only study comparing urban and rural nursery schools considering the PM1, PM2.5 and PM10 fractions (measured continuously and in terms of mass). Outdoor PM2.5 and PM10 were also obtained and I/O ratios have been determined. Indoor PM mean concentrations were higher in the urban nursery than in rural ones, which might have been related to traffic emissions. However, I/O ratios allowed concluding that the recorded concentrations depended more significantly of indoor sources. WHO guidelines and Portuguese legislation exceedances for PM2.5 and PM10 were observed mainly in the urban nursery school.
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Affiliation(s)
- R A O Nunes
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal
| | - P T B S Branco
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal
| | - M C M Alvim-Ferraz
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal
| | - F G Martins
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal
| | - S I V Sousa
- LEPABE - Laboratory for Process Engineering, Environment, Biotechnology and Energy, Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias, 4200-465 Porto, Portugal.
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Scheepers PTJ, de Hartog JJ, Reijnaerts J, Beckmann G, Anzion R, Poels K, Godderis L. Influence of combined dust reducing carpet and compact air filtration unit on the indoor air quality of a classroom. ENVIRONMENTAL SCIENCE. PROCESSES & IMPACTS 2015; 17:316-325. [PMID: 25380291 DOI: 10.1039/c4em00506f] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Primary schools mostly rely on natural ventilation but also have an interest in affordable technology to improve indoor air quality (IAQ). Laboratory tests show promising results for dust reducing carpets and compact air filtration systems but there is no information available on the performance of these interventions in actual operating classrooms. An exploratory study was performed to evaluate a combination of the two systems in a primary school. Measurements of PM-10 and PM-2.5 were performed by filter sampling and aerosol spectrometry. Other IAQ parameters included black smoke (BS), volatile organic compounds (VOC), nitrogen dioxide (NO2) and formaldehyde. Both interventions were introduced in one classroom during one week, using another classroom as a reference. In a second week the interventions were moved to the other classroom, using the first as a reference (cross-over design). In three remaining weeks the classrooms were compared without interventions. Indoor IAQ parameters were compared to the corresponding outdoor parameters using the indoor/outdoor (I/O) ratio. When the classrooms were occupied (teaching hours) interventions resulted in 27-43% reductions of PM-10, PM-2.5 and BS values. During the weekends the systems reduced these levels by 51-87%. Evaluations using the change in I/O ratios gave comparable results. Levels of VOC, NO2 and formaldehyde were rather low and a contribution of the interventions to the improvement of these gas phase IAQ parameters was inconclusive.
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Affiliation(s)
- Paul T J Scheepers
- Dept. for Health Evidence, Radboudumc, P.O. Box 9101, 6500 HB Nijmegen, The Netherlands.
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Alves C, Calvo AI, Marques L, Castro A, Nunes T, Coz E, Fraile R. Particulate matter in the indoor and outdoor air of a gymnasium and a fronton. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2014; 21:12390-402. [PMID: 24938814 DOI: 10.1007/s11356-014-3168-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2014] [Accepted: 06/05/2014] [Indexed: 05/24/2023]
Abstract
An indoor/outdoor monitoring programme of PM10 was carried out in two sports venues (a fronton and a gymnasium). Levels always below 50 μg m(-3) were obtained in the fronton and outdoor air. Due to the climbing chalk and the constant process of resuspension, concentrations above 150 μg m(-3) were registered in the gymnasium. The chalk dust contributed to CO3 (2-) concentrations of 32 ± 9.4 μg m(-3) in this sports facility, which represented, on average, 18 % of the PM10 mass. Here, the carbonate levels were 128 times higher than those registered outdoors. Much lower concentrations, around 1 μg m(-3), were measured in the fronton. The chalk dust is also responsible for the high Mg(2+) concentrations in the gym (4.7 ± 0.89 μg m(-3)), unfolding a PM10 mass fraction of 2.7 %. Total carbon accounted for almost 30 % of PM10 in both indoor spaces. Aerosol size distributions were bimodal and revealed a clear dependence on physical activities and characteristics of the sports facilities. The use of climbing chalk in the gymnasium contributed significantly to the coarse mode. The average geometric mean diameter, geometric standard deviation and total number of coarse particles were 0.77 μm, 2.79 cm(-3) and 28 cm(-3), respectively.
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Affiliation(s)
- Célia Alves
- Centre for Environment and Marine Studies, Department of Environment, University of Aveiro, 3810-193, Aveiro, Portugal,
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Rivas I, Viana M, Moreno T, Pandolfi M, Amato F, Reche C, Bouso L, Àlvarez-Pedrerol M, Alastuey A, Sunyer J, Querol X. Child exposure to indoor and outdoor air pollutants in schools in Barcelona, Spain. ENVIRONMENT INTERNATIONAL 2014; 69:200-12. [PMID: 24875803 DOI: 10.1016/j.envint.2014.04.009] [Citation(s) in RCA: 146] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2014] [Revised: 04/07/2014] [Accepted: 04/11/2014] [Indexed: 05/07/2023]
Abstract
Proximity to road traffic involves higher health risks because of atmospheric pollutants. In addition to outdoor air, indoor air quality contributes to overall exposure. In the framework of the BREATHE study, indoor and outdoor air pollution was assessed in 39 schools in Barcelona. The study quantifies indoor and outdoor air quality during school hours of the BREATHE schools. High levels of fine particles (PM2.5), nitrogen dioxide (NO2), equivalent black carbon (EBC), ultrafine particle (UFP) number concentration and road traffic related trace metals were detected in school playgrounds and indoor environments. PM2.5 almost doubled (factor of 1.7) the usual urban background (UB) levels reported for Barcelona owing to high school-sourced PM2.5 contributions: [1] an indoor-generated source characterised mainly by organic carbon (OC) from organic textile fibres, cooking and other organic emissions, and by calcium and strontium (chalk dust) and; [2] mineral elements from sand-filled playgrounds, detected both indoors and outdoors. The levels of mineral elements are unusually high in PM2.5 because of the breakdown of mineral particles during playground activities. Moreover, anthropogenic PM components (such as OC and arsenic) are dry/wet deposited in this mineral matter. Therefore, PM2.5 cannot be considered a good tracer of traffic emissions in schools despite being influenced by them. On the other hand, outdoor NO2, EBC, UFP, and antimony appear to be good indicators of traffic emissions. The concentrations of NO2 are 1.2 times higher at schools than UB, suggesting the proximity of some schools to road traffic. Indoor levels of these traffic-sourced pollutants are very similar to those detected outdoors, indicating easy penetration of atmospheric pollutants. Spatial variation shows higher levels of EBC, NO2, UFP and, partially, PM2.5 in schools in the centre than in the outskirts of Barcelona, highlighting the influence of traffic emissions. Mean child exposure to pollutants in schools in Barcelona attains intermediate levels between UB and traffic stations.
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Affiliation(s)
- I Rivas
- Centre for Research in Environmental Epidemiology (CREAL), C/ Dr. Aiguader 88, 08003 Barcelona, Spain; Institute for Environmental Assessment and Water Research (IDÆA-CSIC), C/ Jordi Girona 18-26, 08034 Barcelona, Spain; Universitat Pompeu Fabra (UPF), C/ Dr. Aiguader 88, 08003 Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), C/ Monforte de Lemos 3-5, 28029 Madrid, Spain; Institut de Ciència i Tecnologia Ambientals, Universitat Autònoma de Barcelona (UAB), Edifici C Campus de la UAB, 08193 Bellaterra Cerdanyola, Spain.
| | - M Viana
- Institute for Environmental Assessment and Water Research (IDÆA-CSIC), C/ Jordi Girona 18-26, 08034 Barcelona, Spain
| | - T Moreno
- Institute for Environmental Assessment and Water Research (IDÆA-CSIC), C/ Jordi Girona 18-26, 08034 Barcelona, Spain
| | - M Pandolfi
- Institute for Environmental Assessment and Water Research (IDÆA-CSIC), C/ Jordi Girona 18-26, 08034 Barcelona, Spain
| | - F Amato
- Institute for Environmental Assessment and Water Research (IDÆA-CSIC), C/ Jordi Girona 18-26, 08034 Barcelona, Spain
| | - C Reche
- Institute for Environmental Assessment and Water Research (IDÆA-CSIC), C/ Jordi Girona 18-26, 08034 Barcelona, Spain
| | - L Bouso
- Centre for Research in Environmental Epidemiology (CREAL), C/ Dr. Aiguader 88, 08003 Barcelona, Spain; Universitat Pompeu Fabra (UPF), C/ Dr. Aiguader 88, 08003 Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), C/ Monforte de Lemos 3-5, 28029 Madrid, Spain
| | - M Àlvarez-Pedrerol
- Centre for Research in Environmental Epidemiology (CREAL), C/ Dr. Aiguader 88, 08003 Barcelona, Spain; Universitat Pompeu Fabra (UPF), C/ Dr. Aiguader 88, 08003 Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), C/ Monforte de Lemos 3-5, 28029 Madrid, Spain
| | - A Alastuey
- Institute for Environmental Assessment and Water Research (IDÆA-CSIC), C/ Jordi Girona 18-26, 08034 Barcelona, Spain
| | - J Sunyer
- Centre for Research in Environmental Epidemiology (CREAL), C/ Dr. Aiguader 88, 08003 Barcelona, Spain; Hospital del Mar Research Institute (IMIM), C/ Dr. Aiguader 88, 08003 Barcelona, Spain; Universitat Pompeu Fabra (UPF), C/ Dr. Aiguader 88, 08003 Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), C/ Monforte de Lemos 3-5, 28029 Madrid, Spain
| | - X Querol
- Institute for Environmental Assessment and Water Research (IDÆA-CSIC), C/ Jordi Girona 18-26, 08034 Barcelona, Spain
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Rumana HS, Sharma RC, Beniwal V, Sharma AK. A retrospective approach to assess human health risks associated with growing air pollution in urbanized area of Thar Desert, western Rajasthan, India. JOURNAL OF ENVIRONMENTAL HEALTH SCIENCE & ENGINEERING 2014; 12:23. [PMID: 24406114 PMCID: PMC3898523 DOI: 10.1186/2052-336x-12-23] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2013] [Accepted: 11/19/2013] [Indexed: 06/02/2023]
Abstract
UNLABELLED : Air pollution has been a matter of great concern globally because of the associated health risks to individuals. The situation is getting worse in developing countries with more urbanization, industrialization and more importantly the rapidly growing population posing a threat to human life in the form of pulmonary, cardiovascular, carcinogenic or asthmatic diseases by accumulating toxic pollutants, harmful gases, metals, hydrocarbons etc. OBJECTIVE The present study was undertaken to assess the magnitude of ambient air pollutants and their human health risks like respiratory ailments, infectious diseases, cardiovascular diseases and cancer using a Retrospective Approach of Bart Ostra. METHODOLOGY The parameters PM2.5, PM10, NOx, SO2, NH3 and O3 were monitored at all selected study sites monitored through a high volume sampler (APM 451 Envirotech, Envirotech Instruments Pvt. Ltd., New Delhi, India). Retrospective Approach was used for assessment of risk factors and disease burden of respiratory and cardiopulmonary health problems. RESULTS Environmental burden of disease showed that the problem of health related to air pollution is a main concern particularly in the growing cities of India. High to critical level of air pollution including PM10, PM2.5, NOx, SO2, NH3 and O3 was observed in all seasons at traffic intersections and commercial sites. The respiratory infections (25% incidence in population exposed to indoor smoke problems) and a prevalence of asthma/COPD (4.4%) in households exposed to high vehicular pollution along with signs of coronary artery/heart disease and/or hypertension and cancers (37.9-52.2%), were reported requiring preventive measures. CONCLUSION The study reflects a great concern for the mankind with the need of having streamline ways to limit air pollution and emphasize upon efficiently determining the risk of illness upon exposure to air pollution.
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Affiliation(s)
- Harcharan Singh Rumana
- Desert Medicine Research Centre (Indian Council of Medical Research), Jodhpur 342 005, Rajasthan, India
| | - Ramesh Chandra Sharma
- Desert Medicine Research Centre (Indian Council of Medical Research), Jodhpur 342 005, Rajasthan, India
| | - Vikas Beniwal
- Department of Biotechnology, Maharishi Markandeshwar University, Mullana-Ambala, Haryana 133203, India
| | - Anil Kumar Sharma
- Department of Biotechnology, Maharishi Markandeshwar University, Mullana-Ambala, Haryana 133203, India
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Dambruoso PR, de Gennaro G, Loiotile AD, Di Gilio A, Giungato P, Marzocca A, Mazzone A, Palmisani J, Porcelli F, Tutino M. School Air Quality: Pollutants, Monitoring and Toxicity. ENVIRONMENTAL CHEMISTRY FOR A SUSTAINABLE WORLD 2013. [DOI: 10.1007/978-3-319-02387-8_1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
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Majestic BJ, Turner JA, Marcotte AR. Respirable antimony and other trace-elements inside and outside an elementary school in Flagstaff, AZ, USA. THE SCIENCE OF THE TOTAL ENVIRONMENT 2012; 435-436:253-261. [PMID: 22858533 DOI: 10.1016/j.scitotenv.2012.07.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2011] [Revised: 07/02/2012] [Accepted: 07/06/2012] [Indexed: 06/01/2023]
Abstract
Because people spend almost 90% of their time indoors, ambient air monitors may severely underestimate actual exposure to atmospheric particulate matter (PM). Therefore, it becomes increasingly important to better understand the microenvironments where people are spending their time. For preadolescent children, the best estimates of exposure may be inside of their school. In this study, 11 size fractions of PM were collected inside and outside of an elementary school in Flagstaff, AZ, USA. In particles<1 μm (PM1), the total mass indoors was similar to the mass outdoors (indoor:outdoor, I:O, ratio=0.92 ± 0.16). In the PM1-10 fraction, however, the mass concentration inside the school was highly elevated relative to outside the school (I:O ratios=13 ± 3). Mass concentrations of 27 elements were analyzed by ICP-MS. For all metals except for antimony (Sb), the PM1 and PM1-10 I:O ratios are found to be similar to the overall PM mass (near 1 and 13, respectively). In addition, indoor and outdoor particle size distributions reveal a crustal character for every element except Cu, Zn, Pb, and Sb. Therefore, we hypothesize that most of the PM mass inside the school is a result of transport from outside the school followed by resuspension from floors and clothing. In the PM1 fraction, the indoor mass of Sb was 86 times greater than the outdoor mass and had an air concentration of 17 ngm(-3) - greater than many urban areas around the world. Cu:Sb ratios and size distribution functions suggest that the excess source of PM1 indoor Sb results from the suspension of embedded Sb (used as a flame retardant) in the carpeting. This is the first study to observe elevated submicron Sb in schools and further studies are required to determine if this is a widespread health risk.
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Affiliation(s)
- Brian J Majestic
- Department of Chemistry and Biochemistry, University of Denver, Denver, CO 80208-9020, USA.
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[Schools, office buildings, leisure settings: diversity of indoor air quality issues. Global review on indoor air quality in these settings]. ANNALES PHARMACEUTIQUES FRANÇAISES 2012; 70:204-12. [PMID: 22818262 DOI: 10.1016/j.pharma.2012.06.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2012] [Revised: 06/04/2012] [Accepted: 06/07/2012] [Indexed: 11/24/2022]
Abstract
This review provides a global overview of indoor air quality issues in schools, office buildings and recreational settings. It presents the most recent scientific publications and the on-going work conducted in France in the frame of the indoor air quality Observatory. Monitoring campaigns on indoor air quality in schools have been carried out in the recent years in Europe. However, few studies have specifically addressed the role of exposure in these buildings on children's health. Indoor air quality in office buildings has been little studied so far. However, some specificities, such as emissions from electronic devices, frequent cleaning, impossibility to open windows in high-rise buildings, for example, should be examined and their role on the health and comfort studied. Finally, even if the time spent in recreational settings is short, the quality of indoor air should also be considered because of specific pollution. This is the case of indoor swimming pools (exposure to chlorination byproducts) and ice-rinks (exposure to exhaust from machines used to smooth the ice).
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Madureira J, Paciência I, Fernandes EDO. Levels and indoor-outdoor relationships of size-specific particulate matter in naturally ventilated Portuguese schools. JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH. PART A 2012; 75:1423-1436. [PMID: 23095161 DOI: 10.1080/15287394.2012.721177] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Indoor exposure to particulate matter (PM) has received great interest due to the epidemiological evidence of its health impact, particularly in susceptible populations such as children. The present study investigated indoor concentrations of three PM size fractions in 11 naturally ventilated schools with static heating systems, and the relationship between indoor and outdoor PM concentrations. The study was performed in Porto, Portugal, during winter and included school buildings and individual classrooms with walk-through surveys, as well as indoor and outdoor air monitoring. Mean 12-h indoor daytime concentrations PM₁₀, PM(2.5), and PM₁ were 140, 95, and 91 μg/m³, respectively. During the day, PM(2.5) and PM₁ concentrations were lower indoors than outdoors (indoor/outdoor ratios of 0.83 and 0.8, respectively), whereas PM₁₀ showed the opposite trend. Concentrations decreased significantly during the night, 49% for PM₁₀ and 27% for PM(2.5) and PM₁. These findings reflect the significant contribution from the activities of occupants inside classrooms to higher indoor levels of PM₁₀ levels, whereas the fine fraction of PM(2.5) and PM₁ is primarily influenced by outdoor concentrations. This study provides a link between size-specific PM in Portuguese schools with contribution of outdoor versus indoor air. Our results suggest that exposure to PM is high and highlights the need for strategies that provide healthier school environments.
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Affiliation(s)
- Joana Madureira
- Institute of Mechanical Engineering of Faculty of Engineering of University of Porto, Porto, Portugal.
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Abstract
This paper aims to review the available studies that have been done concerning PM10and PM2.5concentrations in nurseries and primary schools since 2008, to provide a summary of the available scientific findings concerning the concentrations, indoor/outdoor (I/O) ratios and the sources. Levels of PM observed worldwide exceeded several times national legislations and WHO guidelines, especially in developing countries. I/O ratios were several times higher than 1 and high PM levels were reported as due mainly constant re-suspension of particles.
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