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Impact of COVID-19 on Black Carbon and Carbon Monoxide Levels and Its Health Risk Assessment Over East India

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Abstract

The present research aims to describe the measurement of the changes in air pollutants such as black carbon (BC), PM2.5, and CO concentrations levels, and estimation of their source apportionment and health risk during normal period (NP) as well as lockdown period (LP) in Jamshedpur city. The urban atmospheric pollutants mostly BC, PM2.5 and CO concentrations were observed gradual fall during LP. The averaged mass concentration of BC, PM2.5 and CO was found about 38.46 ± 1.91 µgm−3, 176.55 ± 21.72 µgm−3, 840 ± 282 ppbv in NP and 9.68 ± 2.36 µgm−3, 42.86 ± 18.97 µgm−3, 175.88 ± 121.82 ppbv during LP, respectively. BC, PM2.5, and CO concentrations were shown to be lower during LP as compared to NP. This may be because of prohibited of all human activities due to COVID-19 pandemic. The source apportionment analysis of BC indicated that the biomass burning (62.5%) contribution was high as compared to fossil fuel emission (37.5%) at LP. The air trajectory model showed that most of the air masses were coming from western part of India and also some fresh marine air masses were received at the located position. The health risk for respective health effects of CVM (cardiovascular mortality), LC (lung cancer), LBW (low birth weight), and PLEDSC (percentage lung function decrement of school-aged children) due to exposure to BC was evaluated as 9.76, 4.8, 8.59 and 19.59 PSC in NP and 8.35, 4.1, 7.35 and 16.77 PSC in LP.

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References

  • Ambade B, Sankar TK, Kumar A, Gautam AS, Gautam S (2021) COVID-19 lockdowns reduce the Black carbon and polycyclic aromatic hydrocarbons of the Asian atmosphere: source apportionment and health hazard evaluation. Environ Devel Sustainab. https://doi.org/10.1007/s10668-020-01167-1

    Article  Google Scholar 

  • Ambade B, Sankar TK, Sahu LK, Dumka UC (2022) Understanding sources and composition of black carbon and PM2.5 in urban environments in East India. Urban Sci 6:60

    Article  Google Scholar 

  • Babu SS, Moorthy KK, Manchanda RK, Sinha PR, Satheesh SK, Vajja DP, Srinivasan S, Kumar VHA (2011) Free tropospheric black carbon aerosol measurements using high altitude balloon: Do BC layers build “their own homes” up in the atmosphere? Geophys Res Lett 38(8):L08803

    Article  Google Scholar 

  • Berico M, Luciani A, Formignani M (1997) Atmospheric aerosol in an urban area-measurements of TSP and PM10 standards and pulmonary deposition assessments. Atmos Environ 31:3659–3665

    Article  Google Scholar 

  • BeruBe KA, Sexton KJ, Jones TP, Moreno T, Snderson S, Richards RJ (2004) The spatial and temporal variations in PM10 mass from six UK homes. Sci Total Environ 324:41–53

    Article  Google Scholar 

  • Blumenthal I (2001) Carbon monoxide poisoning. J R Soc Med 94(6):270–272

    Article  Google Scholar 

  • Bond TC, Doherty SJ, Fahey DW, Forster PM, Berntsen T, Deangelo BJ, Flanner MG, Ghan S, Karcher B, Koch D, Kinne S, Kondo Y, Quinn PK, Sarofim MC, Schultz MG, Schulz M, Venkataraman C, Zhang H, Zhang S, Bellouin N, Guttikunda SK, Hopke PK, Jacobson MZ, Kaiser JW, Klimont Z, Lohmann U, Schwarz JP, Shindell D, Storelvmo T, Warren SG, Zender CS (2013) Bounding the role of black carbon in the climate system: a scientific assessment. J Geophys Res 118:5380–5552

    Article  Google Scholar 

  • Briggs NL, Long CM (2016) Critical review of black carbon and elemental carbon source apportionment in Europe and the United States. Atmos Environ 144:409–427

    Article  Google Scholar 

  • Chan JF-W, Yuan S, Kok K-H, To KK-W, Chu H, Yang J, Xing F, Liu J, Yip CC-Y, Poon RW-S, Tsoi H-W, Lo SK-F, Chan K-H, Poon VK-M, Chan W-M, Ip JD, Cai J-P, Cheng VC-C, Chen H, Hui CK-M, Yuen K-Y, CDC 2020 First travel-related case of 2019 novel coronavirus detected in United States (2020) A familial cluster of pneumonia associated with the 2019 novel coronavirus indicating person-to-person transmission: a study of a family cluster. The Lancet 395:514–523. https://doi.org/10.1016/S0140-6736(20)30154-9

    Article  Google Scholar 

  • Chelani A, Gautam S (2022a) Lockdown during COVID-19 pandemic: A case study from Indian cities shows insignificant effects on urban air quality. Geosci Front 13(6):101284. https://doi.org/10.1016/j.gsf.2021.101284

    Article  Google Scholar 

  • Chelani A, Gautam S (2022b) The influence of meteorological variables and lockdowns on COVID-19 cases in urban agglomerations of Indian cities. Stoch Env Res Risk Assess. https://doi.org/10.1007/s00477-021-02160-4

    Article  Google Scholar 

  • Dumka UC, Kaskaoutis DG, Tiwari S, Safai PD, Attri SD, Soni VK, Singh N, Mihalopoulos N (2018) Assessment of biomass burning and fossil fuel contribution to black carbon concentrations in Delhi during winter. Atmos Environ 194:93–109

    Article  Google Scholar 

  • Favez O, Haddad EII, Piot C, Boreave A, Abidi E, Marchand N, Jaffrezo J-L, Besombes J-L, Personnaz MB, Sciare J, Wortham H, George C, D’Anna B (2010) Inter-comparison of source apportionment models for the estimation of wood burning aerosols during wintertime in an Alpine city (Grenoble, France). Atmos Chem Phys 10:5295–5314

    Article  Google Scholar 

  • Flachsbart PG (1999) Human exposure to carbon monoxide from mobile sources. Chemosp Global Change Sci. https://doi.org/10.1016/S1465-9972(99)00030-6

    Article  Google Scholar 

  • Florou K, Papanastasiou DK, Pikridas M, Kaltsonoudis C, Louvaris E, Gkatzelis GI, Patoulias D, Mihalopoulos N, Pandis SN (2017) The contribution of wood burning and other pollution sources to wintertime organic aerosol levels in two Greek cities. Atmos Chem Phys 17:3145–3163

    Article  Google Scholar 

  • Fuller GW, Tremper AH, Baker TD, Yttri KE, Butterfield D (2014) Contribution of wood burning to PM10 in London. Atmos Environ 87:87–94

    Article  Google Scholar 

  • Gautam S (2020a) COVID – 19: Air pollution remains low as people stay at home. Air Qual Atmos Health. https://doi.org/10.1007/s11869-020-00842-6

    Article  Google Scholar 

  • Gautam S (2020b) The influence of COVID – 19 on air quality in India: a boon or inutile. Bull Environ Contam Toxicol 104(6):724–726

    Article  Google Scholar 

  • Gautam S, Gollakota ARK (2023) Introduction to the special issue ‘‘environmental impacts of COVID-19 pandemic”. Gondwana Res. https://doi.org/10.1016/j.gr.2022.10.021

    Article  Google Scholar 

  • Herich H, Hueglin C, Buchmann B (2011) A 2.5 year’s source apportionment study of black carbon from wood burning and fossil fuel combustion at urban and rural sites in Switzerland. Atm Measurem Tech 4:1409–1420

    Article  Google Scholar 

  • Huang C, Wang Y, Li X, Ren L, Zhao J, Hu Y, Zhang L, Fan G, Xu J, Gu X, Cheng Z, Yu T, Xia J, Wei Y, Wu W, Xie X, Yin W, Li H, Liu M, Xiao Y, Gao H, Guo L, Xie J, Wang G, Jiang R, Gao Z, Jin Q, Wang J, Cao B (2020) Clinical features of patients infected with 2019 novel coronavirus in Wuhan. China the Lancet 122(395):497–506. https://doi.org/10.1016/S0140-6736(20)30183-5

    Article  Google Scholar 

  • Kelly FJ, Fussell JC (2015) Air pollution and public health: emerging hazards and improved understanding of risk. Environ Geochem Health 37:631–649

    Article  Google Scholar 

  • Kumar A, Sankar TK, Sethi SS, Ambade B, Kurwadka S (2020) Source identification and concentration of polycyclic aromatic hydrocarbons (PAHs) in the atmosphere of Jamshedpur India. Sustain Cities Soc 52:10180

    Article  Google Scholar 

  • Kumar RP, Perumpully SJ, Samuel C, Gautam S (2022) Exposure and health: a progress update by evaluation and scientometric analysis. Stoch Env Res Risk Assess. https://doi.org/10.1007/s00477-022-02313-z

    Article  Google Scholar 

  • Kumar A, Raj A, Gupta A, Gautam S, Kumar M, Bherwani AH, Anshul A (2023) Pollution free UV-C radiation to mitigate COVID-19 transmission. Gondwana Res. https://doi.org/10.1016/j.gr.2022.07.010

    Article  Google Scholar 

  • Kurwadkar S, Sankar TK, Kumar A, Ambade B, Gautam S, Gautam AS, Biswas JK, Salam MA (2023) Emissions of black carbon and polycyclic aromatic hydrocarbons: Potential implications of cultural practices during the Covid-19 pandemic. Gondwana Res. https://doi.org/10.1016/j.gr.2022.10.001

    Article  Google Scholar 

  • Larsen BR, Gilardoni S, Stenstrom K, Niedzialek J, Jimenez J, Belis CA (2012) Sources for PM air pollution in the Po Plain, Italy: II. Probabilistic uncertainty characterization and sensitivity analysis of secondary and primary sources. Atmos Environ 50:203–213

    Article  Google Scholar 

  • Lavanchy MG, Schotterer U, Schwikowski M, Gaggeler HW, Baltensperger U (1999) Historical record of carbonaceous particle concentrations from a European high-alpine glacier. J Geophys Res 104:21227–21236

    Article  Google Scholar 

  • Li Q et al (2020) Early transmission dynamics in Wuhan, China, of novel coronavirus-infected Pneumonia. N Engl J Med. https://doi.org/10.1056/NEJMoa2001316

    Article  Google Scholar 

  • Lingaswamy AP, Nishanth T, Lingaswamy AC, Gupta NVS, Suresh K (2022) Statistical analysis of surface ozone and black carbon over distinct regions of India. J Earth Environ Sci Res. https://doi.org/10.47363/JEESR/2022

    Article  Google Scholar 

  • Magalhaes S, Baumgartner J, Weichenthal S (2018) Impacts of exposure to blackcarbon, elemental carbon, and ultrafine particles from indoor and outdoor sources on blood pressure in adults: a review of epidemiological evidence. Environ Res 161:345–353

    Article  Google Scholar 

  • Manoj MR, Satheesh SK, Moorthy KK, Gogoi MM, Suresh BS (2019) Decreasing trend in black carbon aerosols over the Indian region. Am Geophys Union. https://doi.org/10.1029/2018GL081666

    Article  Google Scholar 

  • Mirza S, Niwalkar A, Gupta A, Gautam S, Anshul A, Bherwani H, Biniwale R, Kumar R (2023) Is safe distance enough to prevent COVID-19? Dispersion and tracking of aerosols in various artificial ventilation conditions using OpenFOAM. Gondwana Res. https://doi.org/10.1016/j.gr.2022.03.013

    Article  Google Scholar 

  • Nalbandian A, Sehgal K, Gupta A et al (2021) Post-acute COVID-19 syndrome. Nat Med 27:601–615. https://doi.org/10.1038/s41591-021-01283-z

    Article  Google Scholar 

  • Niranjan R, Thakur AK (2017) The toxicological mechanisms of environmental soot (black carbon) and carbon black: focus on oxidative stress and inflammatory pathways. Front Immunol 8:763

    Article  Google Scholar 

  • Pani SK, Wang SH, Lin NH, Chantara S, Lee CT, Thepnuan D (2020) Black carbon over an urban atmosphere in northern peninsular Southeast Asia: characteristics, source apportionment, and associated health risks. Environ Pollut 259(2020):113871

    Article  Google Scholar 

  • Penner JE, Hegg D, Leaitch R (2001) Unravelling the role of aerosols in climate change. Environ Sci Technol 35:332A-340A

    Article  Google Scholar 

  • Petzold A, Ogren JA, Fiebig M, Laj P, Li SM, Baltensperger U, Holzer-Popp T, Kinne S, Pappalardo G, Sugimoto N, Wehrli C, Wiedensohler A, Zhang XY (2013) Recommendations for reporting “black carbon” measurements. Atmos Chem Phys 13:8365–8379

    Article  Google Scholar 

  • Roeckner E, Stier P, Feichter J, Kloster S, Esch M, Fischer-Bruns I (2006) Impact of carbonaceous aerosol emissions on regional climate change. Clim Dyn 27(6):553–571

    Article  Google Scholar 

  • Rothman KJ, Greenland S, Lash TL (2008) Modern Epidemiology. Wolters Kluwer/Lippincott Williams & Wilkins, Philadelphia, pp 53–77

    Google Scholar 

  • Rupakheti D, Adhikary B, Praveen PS, Rupakheti M, Kang S, Mahata KS, Naja M, Zhang Q, Panday AK, Lawrence MG (2017) Pre-monsoon air quality over Lumbini, a world heritage site along the Himalayan foothills. Atmos Chem Phys 17:11041–11063

    Article  Google Scholar 

  • SAFAR (System for Air Quality Forecasting and Research)., (2010). A Special Report Emission Inventory for National Capital Region Delhi Ministry of Earth Sciences. Government of India (http://safar.tropmet.res.in).

  • Sheoran R, Dumka UC, Hyvärinen AP, Sharma VP, Tiwari RK, Lihavainen H, Virkkula A, Hooda RK (2023) Assessment of carbonaceous aerosols at Mukteshwar: A high-altitude (~2200 m amsl) background site in the foothills of the Central Himalayas. Sci Total Environ 866:161334

    Article  Google Scholar 

  • Srivastava AK, Singh S, Pant P, Dumka UC (2012) Characteristics of black carbon over Delhi and Manora Peak—a comparative study. Atmos Sci Lett. https://doi.org/10.1002/asl.386

    Article  Google Scholar 

  • Thepnuan D, Chantara S, Lee CT, Lin NH, Tsai YI (2019) Molecular markers for biomass burning associated with the characterization of PM2.5 and component sources during dry season haze episodes in Upper South East Asia. Sci Total Environ 658:708–722

    Article  Google Scholar 

  • U.S. EPA. (1991) Risk assessment guidance for superfund, Volume 1, Human Health Evaluation Manual (Part B, Development of Risk-Based Preliminary Remediation Goals). OSWER; 1991 [9285.7–01B. EPA/540/R-92/003].

  • Van der Zee SC, Fischer PH, Hoek G (2016) Air pollution in perspective: health risks of air pollution expressed in equivalent numbers of passively smoked cigarettes. Environ Res 148:475–483

    Article  Google Scholar 

  • Venkataraman C, Habib G, Kadamba D, Shrivastava M, Leon J-F, Crouzille B, Boucher O, Streets DG (2006) Emissions from open biomass burning in India: Integrating the inventory approach with high resolution moderate resolution imaging spectroradiometer (MODIS) active-fire and land cover data. Global Biogeochem Cycles 20:GB2013. https://doi.org/10.1029/2005GB002547

    Article  Google Scholar 

  • Wang Y, Hopke PK, Utell MJ (2011) Urban-scale spatial-temporal variability of black carbon and winter residential wood combustion particles. Aerosol and Air Quality Research 11:473–481

    Article  Google Scholar 

  • Weingartner E, Saathoff H, Schnaiter M, Streit N, Bitnar B, Baltensperger U (2003) Absorption of light by soot particles, determination of the absorption coefficient by means of aethalometers. J Aerosol Sci 34:1445–1463

    Article  Google Scholar 

  • Wetchayont P, Hayasaka T, Khatri P (2021) Air Quality improvement during COVID-19 lockdown in Bangkok Metropolitan, Thailand: effect of the long-range transport of air pollutants. Aerosol Air Qual Res 21:200662

    Article  Google Scholar 

  • World Health Organization (2020a) Novel coronavirus – Thailand (ex-China), Disease Outbreak News published on 12 January 2020. https://www.who.int/emergencies/disease-outbreak-news/item/2020-DON234

  • World Health Organization (2020b) Novel coronavirus – Japan (ex-China). https://www.who.int/emergencies/disease-outbreak-news/item/2020-DON237

  • Wu J, Lu J, Min X, Zhang Z (2018) Distribution and health risks of aerosol black carbon in a representative city of the Qinghai-Tibet Plateau. Environ Sci Pollut Res 25(20):19403–19412

    Article  Google Scholar 

  • Wu F, Zhao S, Yu B, Chen Y-M, Wang W, Song Z-G, Zhang Y-Z (2020) A new coronavirus associated with human respiratory disease in China. Nature 579(7798):265–269

    Article  Google Scholar 

  • Zotter P, Herich H, Gysel M, El-Haddad I, Zhang Y, Mocnik G, Hüglin C, Baltensperger U, Szidat S, Prevot ASH (2017) Evaluation of the absorption Ångstr€om exponents for traffic and wood burning in the Aethalometer-based source apportionment using radiocarbon measurements of ambient aerosol. Atmos Chem Phys 17:4229–4249

    Article  Google Scholar 

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Acknowledgements

The authors acknowledge the funding from Researchers Supporting Project number (RSP2023R355), King Saud University, Riyadh, Saudi Arabia.

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Sankar, T.K., Kumar, A., Ambade, B. et al. Impact of COVID-19 on Black Carbon and Carbon Monoxide Levels and Its Health Risk Assessment Over East India. Aerosol Sci Eng 7, 368–379 (2023). https://doi.org/10.1007/s41810-023-00187-4

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