Abstract
Bioaerosols have gained importance in atmospheric sciences in the past few decades. Their exposure upsurges the health problems in sensitive population and is also known to participate in atmospheric chemistry. The present study assesses the monthly distribution of bioaerosol load at four different microenvironments inside an academic institute in Kanpur situated in Indo-Gangetic Plain (IGP). The study duration was from November 2017 to April 2018. The measured total bioaerosol concentrations were highest during April (418–610 CFU/m3) at all sites followed by the post-monsoon month of November (369–577 CFU/m3). The winter period showed low concentrations with lowest concentration obtained in January (251–419 CFU/m3). The indoor–outdoor (I/O) bioaerosol ratio was mostly less than one for bacteria depending on microenvironment, but for fungi it was always less than one. The Gram-positive bacteria (GPB) comprised 70–80% of total bacterial concentration, while Gram-negative bacteria (GNB) contributed 20–30% to bacterial concentration in ambient air. The bacterial genera were mostly dominated by Bacillus, Staphylococcus, Micrococcus, Streptococcus, and Enterococcus, while the fungal genera of Aspergillus, Penicillium, Rhizopus, Cladosporium, Basidiobolus, and Epidermophyton were seen in the campus. The statistical analysis showed a weak positive correlation of bioaerosol concentration with meteorological parameters: temperature and relative humidity (RH).
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Balakrishnan, K., Dey, S., Gupta, T., Dhaliwal, R. S., Brauer, M., Cohen, A. J., Stanaway, J. D., Beig, G., Joshi, T. K., Aggarwal, A. N., Sabde, Y., Sadhu, H., Frostad, J., Causey, K., Godwin, W., Shukla, D. K., Kumar, G. A., Varghese, C. M., Muraleedharan, P., et al. (2019). The impact of air pollution on deaths, disease burden, and life expectancy across the states of India: The Global Burden of Disease Study 2017. The Lancet Planetary Health, 3(1), e26–e39. https://doi.org/10.1016/S2542-5196(18)30261-4
Bowers, R. M., Sullivan, A. P., Costello, E. K., Collett, J. L., Knight, R., & Fierer, N. (2011). Sources of bacteria in outdoor air across cities in the Midwestern United States. Applied and Environmental Microbiology, 77(18), 6350–6356. https://doi.org/10.1128/AEM.05498-11
Brunekreef, B., & Forsberg, B. (2005). Epidemiological evidence of effects of coarse airborne particles on health. European Respiratory Journal, 26(2), 309–318. https://doi.org/10.1183/09031936.05.00001805
Cappuccino, J. G., & Welsh, C. (2017). Microbiology, a laboratory manual. Pearson Benjamin Cummings Publications.
Cetin, M., Onac, A. K., Sevik, H., & Sen, B. (2019). Temporal and regional change of some air pollution parameters in Bursa. Air Quality, Atmosphere & Health, 12(3), 311–316. https://doi.org/10.1007/s11869-018-00657-6
Cetin, M., & Sevik, H. (2016). Change of air quality in Kastamonu city in terms of particulate matter and CO2 amount. Oxidation Communications, 39(4–II), 3394–3401. https://www.researchgate.net/publication/319242485_Change_of_air_quality_in_kastamonu_city_in_terms_of_particulate_matter_and_CO2_amount.
Chakraborty, A., & Gupta, T. (2010). Chemical characterization and source apportionment of submicron (PM 1) aerosol in Kanpur Region, India. Aerosol and Air Quality Research, 10(5), 433–445. https://doi.org/10.4209/aaqr.2009.11.0071
Chauhan, A. S. (2015). Yearlong study to understand the role and significance of bioaerosols in defining respiratory health of community residing in a well-planned academic campus. IIT Kanpur. http://172.28.64.70:8080/jspui/.
Chauhan, A. S., & Gupta, T. (2017). Development of a two-stage impaction based bioaerosol-cum-particulate matter sampler and its use for ambient aerosol profile. Journal of Energy and Environmental Sustainability, 3(July), 1–9. https://doi.org/10.47469/JEES.2017.v03.100024.
Douwes, J., Thorne, P., Pearce, N., & Heederik, D. (2003). Bioaerosol health effects and exposure assessment: Progress and prospects. The Annals of Occupational Hygiene, 47(3), 187–200. https://doi.org/10.1093/annhyg/meg032
Dutkiewicz, J., Cisak, E., Sroka, J., Wójcik-fatla, A., & Zając, V. (2011). Biological agents as occupational hazards—selected issues. Annals of Agriculture and Environmental Medicine, 18(2), 286–293.
Englert, N. (2004). Fine particles and human health—a review of epidemiological studies. Toxicology Letters, 149(1–3), 235–242. https://doi.org/10.1016/j.toxlet.2003.12.035
Faridi, S., Hassanvand, M. S., Naddafi, K., Yunesian, M., Nabizadeh, R., Sowlat, M. H., Kashani, H., Gholampour, A., Niazi, S., Zare, A., Nazmara, S., & Alimohammadi, M. (2015). Indoor/outdoor relationships of bioaerosol concentrations in a retirement home and a school dormitory. Environmental Science and Pollution Research, 22(11), 8190–8200. https://doi.org/10.1007/s11356-014-3944-y
Farling, S., Rogers, T., Knee, J. S., Tilley, E. A., Brown, J., & Deshusses, M. A. (2019). Bioaerosol emissions associated with pit latrine emptying operations. Science of the Total Environment, 648, 1082–1086. https://doi.org/10.1016/j.scitotenv.2018.08.147
Fathi, H., Rodsari, F. G., Almasi, A., & Mohamadi, M. (2021). Assessment of bioaerosol emissions from composting application in the urban green space of Kermanshah province in Iran. Advances in Environmental Technology, 1(2020), 61–67. https://doi.org/10.22104/AET.2021.4499.1249.
Gheybi, M. K., Movahed, A., Dehdari, R., Amiri, S., Khazaei, H. A., Gooya, M., Dehbashi, F., Fatemi, A., Sovid, N., Hajiani, G., Tahmasebi, R., Dobaradaran, S., Assadi, M., & Farrokhi, S. (2014). Dusty air pollution is associated with an increased risk of allergic diseases in southwestern part of Iran. Iranian Journal of Allergy, Asthma and Immunology, 13(6), 404–411.
Ghosh, B., Lal, H., Kushwaha, R., Hazarika, N., Srivastava, A., & Jain, V. (2013). Estimation of bioaerosol in indoor environment in the university library of Delhi. Sustainable Environment Research, 23(3), 199–207. http://www.scopus.com/inward/record.url?eid=2-s2.0-84894518725&partnerID=40&md5=e30458dfad35544a15753cd0512a7d15.
Ghosh, S., Gupta, T., Rastogi, N., Gaur, A., Misra, A., Tripathi, S. N., Paul, D., Tare, V., Prakash, O., Bhattu, D., Dwivedi, A. K., Kaul, D. S., Dalai, R., & Mishra, S. K. (2014). Chemical characterization of summertime dust events at Kanpur: Insight into the sources and level of mixing with anthropogenic emissions. Aerosol and Air Quality Research, 14(3), 879–891. https://doi.org/10.4209/aaqr.2013.07.0240
Gupta, T., & Mandariya, A. (2013). Sources of submicron aerosol during fog-dominated wintertime at Kanpur. Environmental Science and Pollution Research, 20(8), 5615–5629. https://doi.org/10.1007/s11356-013-1580-6
Haig, C. W., Mackay, W. G., Walker, J. T., & Williams, C. (2016). Bioaerosol sampling: Sampling mechanisms, bioefficiency and field studies. Journal of Hospital Infection, 93(3), 242–255. https://doi.org/10.1016/j.jhin.2016.03.017
Hameed, A. A. A., Khoder, M. I., Yuosra, S., Osman, A. M., & Ghanem, S. (2009). Diurnal distribution of airborne bacteria and fungi in the atmosphere of Helwan area, Egypt. Science of the Total Environment, 407(24), 6217–6222. https://doi.org/10.1016/j.scitotenv.2009.08.028
Han, S., Liu, J., Hao, T., Zhang, Y., Li, P., Yang, J., Wang, Q., Cai, Z., Yao, Q., Zhang, M., & Wang, X. (2018). Boundary layer structure and scavenging effect during a typical winter haze-fog episode in a core city of BTH region, China. Atmospheric Environment, 179(July 2017), 187–200. https://doi.org/10.1016/j.atmosenv.2018.02.023.
Heo, K. J., Kim, H. B., & Lee, B. U. (2014). Concentration of environmental fungal and bacterial bioaerosols during the monsoon season. Journal of Aerosol Science, 77, 31–37. https://doi.org/10.1016/j.jaerosci.2014.07.001
Hinds, W. C. (1999). Aerosol technology: Properties, behavior, and measurement of airborne particles (2nd ed.). John Willey and Sons Inc.
Hryhorczuk, D., Curtis, L., Scheff, P., Chung, J., Rizzo, M., Lewis, C., Keys, N., & Moomey, M. (2001). Bioaerosol emissions from a suburban yard waste composting facility. Annals of Agricultural and Environmental Medicine, 8(2), 177–185.
Hsu, Y. C., Kung, P. Y., Wu, T. N., & Shen, Y. H. (2012). Characterization of indoor-air bioaerosols in Southern Taiwan. Aerosol and Air Quality Research, 12(4), 651–661. https://doi.org/10.4209/aaqr.2012.03.0070
Jahne, M. A., Rogers, S. W., Holsen, T. M., Grimberg, S. J., Ramler, I. P., & Kim, S. (2016). Bioaerosol deposition to food crops near manure application: Quantitative microbial risk assessment. Journal of Environment Quality, 45(2), 666. https://doi.org/10.2134/jeq2015.04.0187
Johnson, T. R., & Case, C. L. (2007). Laboratory experiments in microbiology (Eight edit). Pearson Benjamin Cummings Publications.
Jones, A. M., & Harrison, R. M. (2004). The effects of meteorological factors on atmospheric bioaerosol concentrations—a review. Science of the Total Environment, 326(1–3), 151–180. https://doi.org/10.1016/j.scitotenv.2003.11.021
Kappos, A. D., Bruckmann, P., Eikmann, T., Englert, N., Heinrich, U., Höppe, P., Koch, E., Krause, G. H. M., Kreyling, W. G., Rauchfuss, K., Rombout, P., Schulz-Klemp, V., Thiel, W. R., & Wichmann, H.-E. (2004). Health effects of particles in ambient air. International Journal of Hygiene and Environmental Health, 207(4), 399–407. https://doi.org/10.1078/1438-4639-00306
Kowalski, M., & Pastuszka, J. (2018). Effect of ambient air temperature and solar radiation on changes in bacterial and fungal aerosols concentration in the urban environment. Annals of Agricultural and Environmental Medicine, 25(2), 259–261. https://doi.org/10.26444/aaem/75877.
Kumar, A., & Gupta, T. (2016). Determining the relationship between chemical composition and size, shape and effective density of airborne fine particles through concurrent use of inertial and optical based measurements. Particuology, 28, 93–101. https://doi.org/10.1016/j.partic.2016.03.002
Kumar, M., Raju, M. P., Singh, R. K., Singh, A. K., Singh, R. S., & Banerjee, T. (2017). Wintertime characteristics of aerosols over middle Indo-Gangetic Plain: Vertical profile, transport and radiative forcing. Atmospheric Research, 183, 268–282. https://doi.org/10.1016/j.atmosres.2016.09.012
Lacey, J., & Dutkiewicz, J. (1994). Bioaerosols and occupational lung disease. Journal of Aerosol Science, 25(8), 1371–1404. https://doi.org/10.1016/0021-8502(94)90215-1
Lal, H., Punia, T., Ghosh, B., Srivastava, A., & Jain, V. K. (2013). Comparative study of bioaerosol during monsoon and post- monsoon seasons at four sensitive sites in Delhi. International Journal of Advancement in Earth and Environmental Sciences COMPARATIVE, 1(2), 1–7.
Law, A. K. Y., Chau, C. K., & Chan, G. Y. S. (2001). Characteristics of bioaerosol profile in office buildings in Hong Kong. Building and Environment, 36(4), 527–541. https://doi.org/10.1016/S0360-1323(00)00020-2
Lee, B. U., Hong, I. G., Lee, D. H., Chong, E., Jung, J. H., Lee, J. H., Kim, H. J., & Lee, I. (2012). Bacterial bioaerosol concentrations in public restroom environments. Aerosol and Air Quality Research, 12, 251–255. https://doi.org/10.4209/aaqr.2011.07.0097
Lee, B. U., Lee, G., & Joon Heo, K. (2016). Concentration of culturable bioaerosols during winter. Journal of Aerosol Science, 94, 1–8. https://doi.org/10.1016/j.jaerosci.2015.12.002
Liu, H., Zhang, X., Zhang, H., Yao, X., Zhou, M., Wang, J., He, Z., Zhang, H., Lou, L., Mao, W., Zheng, P., & Hu, B. (2018). Effect of air pollution on the total bacteria and pathogenic bacteria in different sizes of particulate matter. Environmental Pollution, 233, 483–493. https://doi.org/10.1016/j.envpol.2017.10.070
Mamta, S., & J. N., Satsangi, G. P., & Kumar, R. . (2015). Assessment of bioaerosol pollution over Indo-Gangetic plain. Environmental Science and Pollution Research, 22(8), 6004–6009. https://doi.org/10.1007/s11356-014-3776-9
Mbareche, H., Brisebois, E., Veillette, M., & Duchaine, C. (2017). Bioaerosol sampling and detection methods based on molecular approaches: No pain no gain. Science of the Total Environment, 599–600, 2095–2104. https://doi.org/10.1016/j.scitotenv.2017.05.076
Mbareche, H., Morawska, L., & Duchaine, C. (2019). On the interpretation of bioaerosol exposure measurements and impacts on health. Journal of the Air & Waste Management Association, 69(7), 789–804. https://doi.org/10.1080/10962247.2019.1587552
McDonald, J. H. (2009). Handbook of biological statistics (2nd ed.). Sparky House Publishing. http://www.biostathandbook.com/pairedttest.html.
Miletto, M., & Lindow, S. E. (2015). Relative and contextual contribution of different sources to the composition and abundance of indoor air bacteria in residences. Microbiome, 3(1), 61. https://doi.org/10.1186/s40168-015-0128-z
Mohr, A. J. (2007). Fate and transport of microorganisms in air. In Manual of environmental microbiology, Third Edition (Third Edit, pp. 961–971). American Society of Microbiology. https://doi.org/10.1128/9781555815882.ch76.
Moon, K. W., Huh, E. H., & Jeong, H. C. (2014). Seasonal evaluation of bioaerosols from indoor air of residential apartments within the metropolitan area in South Korea. Environmental Monitoring and Assessment, 186(4), 2111–2120. https://doi.org/10.1007/s10661-013-3521-8
Nair, V. S., Moorthy, K. K., Alappattu, D. P., Kunhikrishnan, P. K., George, S., Nair, P. R., Babu, S. S., Abish, B., Satheesh, S. K., Tripathi, S. N., Niranjan, K., Madhavan, B. L., Srikant, V., Dutt, C. B. S., Badarinath, K. V. S., & Reddy, R. R. (2007). Wintertime aerosol characteristics over the Indo-Gangetic Plain (IGP): Impacts of local boundary layer processes and long-range transport. Journal of Geophysical Research, 112(13), 1–15. https://doi.org/10.1029/2006JD008099
Nasir, Z. A., & Colbeck, I. (2012). Winter time concentrations and size distribution of bioaerosols in different residential settings in the UK. In Water, air, and soil pollution (Vol. 223, Issue 9, pp. 5613–5622). https://doi.org/10.1007/s11270-012-1301-7.
Nasir, Z. A., Colbeck, I., Sultan, S., & Ahmed, S. (2012). Bioaerosols in residential micro-environments in low income countries: A case study from Pakistan. Environmental Pollution, 168, 15–22. https://doi.org/10.1016/j.envpol.2012.03.047
Nowoisky, J. F., Kampf, C. J., Weber, B., Huffman, J. A., Pöhlker, C., Andreae, M. O., Lang-Yona, N., Burrows, S. M., Gunthe, S. S., Elbert, W., Su, H., Hoor, P., Thines, E., Hoffmann, T., Després, V. R., & Pöschl, U. (2016). Bioaerosols in the Earth system: Climate, health, and ecosystem interactions. Atmospheric Research, 182(October), 346–376. https://doi.org/10.1016/j.atmosres.2016.07.018
Peccia, J., Hospodsky, D., & Bibby, K. (2011). New Directions: A revolution in DNA sequencing now allows for the meaningful integration of biology with aerosol science. Atmospheric Environment, 45(10), 1896–1897. https://doi.org/10.1016/j.atmosenv.2010.11.037
Priyamvada, H., Priyanka, C., Singh, R. K., Akila, M., Ravikrishna, R., & Gunthe, S. S. (2018). Assessment of PM and bioaerosols at diverse indoor environments in a southern tropical Indian region. Building and Environment, 137(April), 215–225. https://doi.org/10.1016/j.buildenv.2018.04.016
Rajeev, P., Rajput, P., & Gupta, T. (2016). Chemical characteristics of aerosol and rain water during an El Niño and PDO influenced Indian summer monsoon. Atmospheric Environment, 145(x), 192–200. https://doi.org/10.1016/j.atmosenv.2016.09.026.
Rajput, P., Anjum, M. H., & Gupta, T. (2017). One year record of bioaerosols and particles concentration in Indo-Gangetic Plain: Implications of biomass burning emissions to high-level of endotoxin exposure. Environmental Pollution, 224(January 2018), 98–106. https://doi.org/10.1016/j.envpol.2017.01.045.
Rajput, P., Singh, D. K., Singh, A. K., & Gupta, T. (2018). Chemical composition and source-apportionment of sub-micron particles during wintertime over Northern India: New insights on influence of fog-processing. Environmental Pollution, 233, 81–91. https://doi.org/10.1016/j.envpol.2017.10.036
Robertson, S., Douglas, P., Jarvis, D., & Marczylo, E. (2019). Bioaerosol exposure from composting facilities and health outcomes in workers and in the community: A systematic review update. International Journal of Hygiene and Environmental Health, 222(3), 364–386. https://doi.org/10.1016/j.ijheh.2019.02.006
Sevik, H., Cetin, M., Ozel, H. B., Ozel, S., & Cetin, I. Z. (2020a). Changes in heavy metal accumulation in some edible landscape plants depending on traffic density. Environmental Monitoring and Assessment, 192(2), 78. https://doi.org/10.1007/s10661-019-8041-8
Sevik, H., Cetin, M., Ozel, H. U., Ozel, H. B., Mossi, M. M. M., & Cetin, I. Z. (2020b). Determination of Pb and Mg accumulation in some of the landscape plants in shrub forms. Environmental Science and Pollution Research, 27(2), 2423–2431. https://doi.org/10.1007/s11356-019-06895-0
Shabankarehfard, E., Ostovar, A., Farrokhi, S., Naeimi, B., Zaeri, S., Nazmara, S., Keshtkar, M., Sadeghzadeh, F., & Dobaradaran, S. (2017). Air- and dust-borne fungi in indoor and outdoor home of allergic patients in a dust-storm-affected area. Immunological Investigations, 46(6), 577–589. https://doi.org/10.1080/08820139.2017.1322102
Shelton, B. G., Kirkland, K. H., Flanders, W. D., & Morris, G. K. (2002). Profiles of airborne fungi in buildings and outdoor environments in the United States. Applied and Environmental Microbiology, 68(4), 1743–1753. https://doi.org/10.1128/AEM.68.4.1743-1753.2002
Srikanth, P., Sudharsanam, S., & Steinberg, R. (2008). Bio-aerosols in indoor environment: Composition, health effects and analysis. Indian Journal of Medical Microbiology, 26(4), 302–312. https://doi.org/10.4103/0255-0857.43555
State of Global Air. (2018). In Health effects institute. https://www.stateofglobalair.org/sites/default/files/soga-2018-report.pdf.
Sudharsanam, S., Swaminathan, S., Ramalingam, A., Thangavel, G., Annamalai, R., Steinberg, R., Balakrishnan, K., & Srikanth, P. (2012). Characterization of indoor bioaerosols from a hospital ward in a tropical setting. African Health Sciences, 12(2), 217–225. https://doi.org/10.4314/ahs.v12i2.22
Tischer, C., Chen, C.-M., & Heinrich, J. (2011). Association between domestic mould and mould components, and asthma and allergy in children: A systematic review. European Respiratory Journal, 38(4), 812–824. https://doi.org/10.1183/09031936.00184010
Tsai, F. C., & Macher, J. M. (2005). Concentrations of airborne culturable bacteria in 100 large US office buildings from the BASE study. Indoor Air, Supplement, 15(9), 71–81. https://doi.org/10.1111/j.1600-0668.2005.00346.x
Tsai, F. C., Macher, J. M., & Hung, Y.-Y. (2007). Biodiversity and concentrations of airborne fungi in large US office buildings from the BASE study. Atmospheric Environment, 41(25), 5181–5191. https://doi.org/10.1016/j.atmosenv.2006.06.069
Van Kampen, V., Deckert, A., Hoffmeyer, F., Taeger, D., Brinkmann, E., Brüning, T., Raulf-Heimsoth, M., & Bünger, J. (2012). Symptoms, spirometry, and serum antibody concentrations among compost workers exposed to organic dust. Journal of Toxicology and Environmental Health—Part a: Current Issues, 75(8–10), 492–500. https://doi.org/10.1080/15287394.2012.674918
Wålinder, R., Wieslander, G., Norbäck, D., Wessen, B., & Venge, P. (2001). Nasal lavage biomarkers: Effects of water damage and microbial growth in an office building. Archives of Environmental Health: An International Journal, 56(1), 30–36. https://doi.org/10.1080/00039890109604052
Walser, S. M., Gerstner, D. G., Brenner, B., Bünger, J., Eikmann, T., Janssen, B., Kolb, S., Kolk, A., Nowak, D., Raulf, M., Sagunski, H., Sedlmaier, N., Suchenwirth, R., Wiesmüller, G., Wollin, K.-M., Tesseraux, I., & Herr, C. E. W. (2015). Evaluation of exposure–response relationships for health effects of microbial bioaerosols—a systematic review. International Journal of Hygiene and Environmental Health, 218(7), 577–589. https://doi.org/10.1016/j.ijheh.2015.07.004
Wang, Z., Reponen, T., Grinshpun, A., & S., L. Górny, R., & Willeke, K. . (2001). Effect of sampling time and air humidity on the bioefficiency of filter samplers for bioaerosol collection. Journal of Aerosol Science, 32(5), 661–674. https://doi.org/10.1016/S0021-8502(00)00108-7
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This study was financially supported through internal funds from IIT Kanpur. We also acknowledge partial funding support to Dr. Tarun Gupta from Science and Engineering Research Board (SERB) for providing funds for this study (Grant# EMR/2016/005596).
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Gupta, A.D., Srivastava, V. & Gupta, T. Seasonal bioaerosol load and statistical analysis within different microenvironments of an academic institute situated in the Indo-Gangetic Plain. Aerobiologia 37, 663–680 (2021). https://doi.org/10.1007/s10453-021-09715-6
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DOI: https://doi.org/10.1007/s10453-021-09715-6