Indoor environmental quality in naturally ventilated schools of a dusty region: Excess health risks and effect of heating and desert dust transport
Cagri Sahin
Department of Environmental Engineering, Izmir Institute of Technology, Izmir, Turkey
Search for more papers by this authorCorresponding Author
Tuba Rastgeldi Dogan
Department of Environmental Engineering, Harran University, Sanliurfa, Turkey
Correspondence
Tuba Rastgeldi Dogan, Department of Environmental Engineering, Harran University, Sanliurfa, Turkey.
Email: [email protected]
Search for more papers by this authorMelek Yildiz
Department of Environmental Engineering, Harran University, Sanliurfa, Turkey
Search for more papers by this authorSait C. Sofuoglu
Department of Environmental Engineering, Izmir Institute of Technology, Izmir, Turkey
Search for more papers by this authorCagri Sahin
Department of Environmental Engineering, Izmir Institute of Technology, Izmir, Turkey
Search for more papers by this authorCorresponding Author
Tuba Rastgeldi Dogan
Department of Environmental Engineering, Harran University, Sanliurfa, Turkey
Correspondence
Tuba Rastgeldi Dogan, Department of Environmental Engineering, Harran University, Sanliurfa, Turkey.
Email: [email protected]
Search for more papers by this authorMelek Yildiz
Department of Environmental Engineering, Harran University, Sanliurfa, Turkey
Search for more papers by this authorSait C. Sofuoglu
Department of Environmental Engineering, Izmir Institute of Technology, Izmir, Turkey
Search for more papers by this authorAbstract
Indoor air quality (IAQ) is impacted by polluted outdoor air in naturally ventilated schools, especially in places where both anthropogenic and natural sources of ambient air pollution exist. CO2, PM2.5, PM10, temperature, relative humidity (RH), and noise were measured in five naturally ventilated primary schools in City of Sanliurfa, in a dusty region of Turkey, Southeast Anatolia. Excess risk levels were estimated for particulate matter. Investigation was conducted through an educational year including two seasons in terms of anthropogenic effect, that is, heating/non-heating, and natural effect, that is, desert dust transport/non-dust transport. The median CO2 concentration was measured to be >1000 ppm in all seasons/schools. Temperature and RH fell out of the comfort zone in October–December, during which pollutant concentrations were considerably increased, specifically in November, that heating and dust transport periods coincide. The overall mean indoor PM10 and PM2.5 levels were 58 and 31.8 μg/m3, respectively. Risk assessment indicate that both short (incidence of asthma symptoms in asthmatic children) and long-term (prevalence of bronchitis) effects are considerable with 10.9 (2.4–19.6)% and 19.5 (2.2–38.8)%, respectively. The findings suggest that mechanical ventilation retrofitting with particle filtration is needed to mitigate potential negative health consequences on children.
CONFLICT OF INTEREST
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Open Research
DATA AVAILABILITY STATEMENT
The data that support the findings of this study are available from the corresponding author upon reasonable request.
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REFERENCES
- 1Sofuoglu SC, Aslan G, Inal F, Sofuoglu A. An assessment of indoor air concentrations and health risks of volatile organic compounds in three primary schools. Int J Hyg Environ Health. 2011; 214: 36-46.
- 2Szabados M, Csákó Z, Kotlík B, et al. Indoor air quality and the associated health risk in primary school buildings in Central Europe–The InAirQ study. Indoor Air. 2021; 31: 989-1003.
- 3Bluyssen PM. Health, comfort and performance of children in classrooms–new directions for research. Indoor Built Environ. 2017; 26: 1040-1050.
- 4Faustman EM, Silbernagel SM, Fenske RA, Burbacher TM, Ponce RA. Mechanisms underlying Children's susceptibility to environmental toxicants. Environ Health Perspect. 2000; 108: 13-21.
- 5Daisey JM, Angell WJ, Apte MG. Indoor air quality, ventilation and health symptoms in schools: an analysis of existing information. Indoor Air. 2003; 13(1): 53-64.
- 6Mendell MJ, Heath GA. Do indoor pollutants and thermal conditions in schools influence student performance? A critical review of the literature. Indoor Air. 2005; 15(1): 27-52.
- 7Haverinen-Shaughnessy U, Shaughnessy RJ, Cole EC, Toyinbo O, Moschandreas DJ. An assessment of indoor environmental quality in schools and its association with health and performance. Build Environ. 2015; 93: 35-40.
- 8Tecer LH, Alagha O, Karaca F, Tuncel G, Eldes N. Particulate matter (PM2. 5, PM10-2.5, and PM10) and children's hospital admissions for asthma and respiratory diseases: A bidirectional case-crossover study. J Toxicol Environ Heal Part A. 2008; 71: 512-520.
- 9Pacitto A, Stabile L, Viana M, et al. Particle-related exposure, dose and lung cancer risk of primary school children in two European countries. Sci Total Environ. 2018; 616: 720-729.
- 10Campagnolo L, Massimiani M, Vecchione L, et al. Silver nanoparticles inhaled during pregnancy reach and affect the placenta and the foetus. Nanotoxicology. 2017; 11: 687-698.
- 11Nakane H. Translocation of particles deposited in the respiratory system: a systematic review and statistical analysis. Environ Health Prev Med. 2012; 17: 263-274.
- 12Peters A, Veronesi B, Calderón-Garcidueñas L, et al. Translocation and potential neurological effects of fine and ultrafine particles a critical update. Part Fibre Toxicol. 2006; 3: 1-13.
- 13Prokopciuk N, Franck U, Dudoitis V, et al. On the seasonal aerosol pollution levels and its sources in some primary schools in Vilnius, Lithuania. Environ Sci Pollut Res. 2020; 27: 15592-15606.
- 14 WHO. Air Quality Guidelines: Global Update 2005: Particulate Matter, Ozone, Nitrogen Dioxide, and Sulfur Dioxide. World Health Organization Regional Office for Europe; 2006 278 p.
- 15 WHO. Guidelines for Indoor Air Quality: Selected Pollutants. World Health Organization Regional Office for Europe; 2010 4 p.
- 16Shendell DG, Barnett C, Boese S. Science-based recommendations to prevent or reduce potential exposure to biological, chemical, and physical agents in schools. J Sch Health. 2004; 74: 390-396.
- 17Kapoor NR, Kumar A, Meena CS, et al. A systematic review on indoor environmental quality in naturally ventilated school classrooms: a way forward. Adv Civ Eng. 2021; 2021: 1-19.
- 18Almeida SM, Canha N, Silva A, et al. Children exposure to atmospheric particles in indoor of Lisbon primary schools. Atmos Environ. 2011; 45: 7594-7599. doi:10.1016/j.atmosenv.2010.11.052
- 19Mi YH, Norbäck D, Tao J, Mi YL, Ferm M. Current asthma and respiratory symptoms among pupils in Shanghai, China: influence of building ventilation, nitrogen dioxide, ozone, and formaldehyde in classrooms. Indoor Air. 2006; 16: 454-464.
- 20Shendell DG, Prill R, Fisk WJ, Apte MG, Blake D, Faulkner D. Associations between classroom CO2 concentrations and student attendance in Washington and Idaho. Indoor Air. 2004; 14(5): 333-341.
- 21de Gennaro G, Dambruoso PR, Loiotile AD, et al. Indoor air quality in schools. Environ Chem Lett. 2014; 12: 467-482.
- 22Chatzidiakou L, Mumovic D, Summerfield AJ. What do we know about indoor air quality in school classrooms? A critical review of the literature. Intell Build Int. 2012; 4: 228-259.
10.1080/17508975.2012.725530 Google Scholar
- 23Ekmekcioglu D, Keskin SS. Characterization of indoor air particulate matter in selected elementary schools in Istanbul, Turkey. Indoor Built Environ. 2007; 16: 169-176.
- 24Ekren O, Karadeniz ZH, Atmaca I, Ugranli-Cicek T, Sofuoglu SC, Toksoy M. Assessment and improvement of indoor environmental quality in a primary school. Sci Technol Built Environ. 2017; 23: 391-402.
- 25Sofuoglu A, Kiymet N, Kavcar P, Sofuoglu SC. Polycyclic and nitro musks in indoor air: A primary school classroom and a women's sport center. Indoor Air. 2010; 20: 515-522.
- 26Elbayoumi M, Ramli NA, Yusof NFFM, Al MW. Spatial and seasonal variation of particulate matter (PM10 and PM2.5) in Middle Eastern classrooms. Atmos Environ. 2013; 80: 389-397.
- 27Marchand GC, Nardi NM, Reynolds D, Pamoukov S. The impact of the classroom built environment on student perceptions and learning. J Environ Psychol. 2014; 40: 187-197.
- 28Turunen M, Toyinbo O, Putus T, Nevalainen A, Shaughnessy R, Haverinen-Shaughnessy U. Indoor environmental quality in school buildings, and the health and wellbeing of students. Int J Hyg Environ Health. 2014; 217: 733-739.
- 29Beccali M, Strazzeri V, Germanà ML, Melluso V, Galatioto A. Vernacular and bioclimatic architecture and indoor thermal comfort implications in hot-humid climates: an overview. Renew Sustain Energy Rev. 2018; 82: 1726-1736.
- 30 Turkish Statistical Institute. Data Portal for Statistics. Geographic Statistics Portal. 2021. Accessed February 1, 2022. https://cip.tuik.gov.tr/
- 31 Turkish State Meteorological Service. Cities Weather Forecast. 2021. Accessed February 1, 2022. https://www.mgm.gov.tr/veridegerlendirme/il-ve-ilceler-istatistik.aspx?m=SANLIURFA
- 32 MEUCC. Surekli Izleme Merkezi. Ministry of Environment, Urbanization and Climate Change. 2021. Accessed December 10, 2021. http://sim.csb.gov.tr/Services/AirQuality/
- 33Mudu P, Gapp C, Dunbar M. AirQ+ Example of Calculations; 2018. http://www.euro.who.int/__data/assets/pdf_file/0004/371551/AirQ-Examples-of-calculations_ENG.pdf?ua=1
- 34Oliveira M, Slezakova K, Delerue-matos C, Carmo M, Morais S. Children environmental exposure to particulate matter and polycyclic aromatic hydrocarbons and biomonitoring in school environments: A review on indoor and outdoor exposure levels, major sources and health impacts. Environ Int. 2019; 124: 180-204. doi:10.1016/j.envint.2018.12.052
- 35Fallahizadeh S, Kermani M, Esrafili A, Asadgol Z, Gholami M. The effects of meteorological parameters on PM10: health impacts assessment using AirQ+ model and prediction by an artificial neural network (ANN). Urban Clim. 2021; 38:100905. doi:10.1016/j.uclim.2021.100905
- 36Zha H, Wang R, Feng X, An C, Qian J. Spatial characteristics of the PM2. 5/PM10 ratio and its indicative significance regarding air pollution in Hebei Province, China. Environ Monit Assess. 2021; 193: 1-12.
- 37Sugimoto N, Shimizu A, Matsui I, Nishikawa M. A method for estimating the fraction of mineral dust in particulate matter using PM2. 5-to-PM10 ratios. Particuology. 2016; 28: 114-120.
- 38Xu G, Jiao L, Zhang B, et al. Spatial and temporal variability of the PM2. 5/PM10 ratio in Wuhan, Central China. Aerosol Air Qual Res. 2017; 17: 741-751.
- 39 WHO. WHO Global Air Quality Guidelines: Particulate Matter (PM2.5 and PM10), Ozone, Nitrogen Dioxide, Sulfur Dioxide and Carbon Monoxide. World Health Organization; 2021: 1-360.
- 40Yuhe Z, Guangfei Y, Xianneng L. Indoor PM2.5 concentrations and students' behavior in primary school classrooms. J Clean Prod. 2021; 318: 128460.
- 41Rivas 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. Environ Int. 2018; 121: 199-206.
- 42Villanueva F, Tapia A, Lara S, Amo-Salas M. Indoor and outdoor air concentrations of volatile organic compounds and NO2 in schools of urban, industrial and rural areas in Central–Southern Spain. Sci Total Environ. 2018; 622: 222-235.
- 43Yang J, Nam I, Yun H, et al. Characteristics of indoor air quality at urban elementary schools in Seoul, Korea: assessment of effect of surrounding environments. Atmos Pollut Res. 2015; 6: 1113-1122.
- 44Brandt C, Kunde R, Dobmeier B, et al. Ambient PM10 concentrations from wood combustion–emission modeling and dispersion calculation for the city area of Augsburg, Germany. Atmos Environ. 2011; 45: 3466-3474.
- 45Dogan TR, Besli N, Aktacir MA, et al. Seasonal effects of atmospheric particulate matter on performance of different types of photovoltaic modules in sanliurfa, Turkey. Atmos Pollut Res. 2020; 11: 2173-2181.
- 46Ashrae A. Standard 62.1–2010. Ventilation for Acceptable Indoor Air Quality. Am Soc Heating, Refrig Air-Conditioning Eng Inc; 2010.
- 47Patarasuk R, Gurney KR, O'Keeffe D, et al. Urban high-resolution fossil fuel CO2 emissions quantification and exploration of emission drivers for potential policy applications. Urban Ecosyst. 2016; 19: 1013-1039.
- 48Berman JD, McCormack MC, Koehler KA, et al. School environmental conditions and links to academic performance and absenteeism in urban, mid-Atlantic public schools. Int J Hyg Environ Health. 2018; 221: 800-808.
- 49Hiwar W, King M, Shuweihdi F, Fletcher LA, Dancer SJ, Noakes CJ. What is the relationship between indoor air quality parameters and airborne microorganisms in hospital environments? A systematic review and meta-analysis. Indoor Air. 2021; 31(5): 1308-1322.
- 50Haverinen-Shaughnessy U, Moschandreas DJ, Shaughnessy RJ. Association between substandard classroom ventilation rates and students' academic achievement. Indoor Air. 2011; 21: 121-131.
- 51Satish U, Mendell MJ, Shekhar K, et al. Is CO2 an indoor pollutant? Direct effects of low-to-moderate CO2 concentrations on human decision-making performance. Environ Health Perspect. 2012; 120: 1671-1677.
- 52Ma P, Tang X, Zhang L, et al. Influenza A and B outbreaks differed in their associations with climate conditions in Shenzhen, China. Int J Biometeorol. 2021; 66: 1-11.
- 53Vakalis D, Lepine C, MacLean HL, Siegel JA. Can green schools influence academic performance? Crit Rev Environ Sci Technol. 2021; 51: 1354-1396.
- 54Wargocki P, Porras-Salazar JA, Contreras-Espinoza S. The relationship between classroom temperature and children's performance in school. Build Environ. 2019; 157: 197-204.
- 55Park J. Temperature, test scores, and educational attainment. Harvard Univ Econ Dep Work Pap. 2016; 66.
- 56Sanz SA, García AM, García A. Road traffic noise around schools: a risk for pupil's performance? Int Arch Occup Environ Health. 1993; 65: 205-207.
- 57Kristiansen J, Lund SP, Persson R, Shibuya H, Nielsen PM, Scholz M. A study of classroom acoustics and school teachers’ noise exposure, voice load and speaking time during teaching, and the effects on vocal and mental fatigue development. Int Arch Occup Environ Health. 2014; 87: 851-860.