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. 2022 Mar 8;105:25–30. doi: 10.1016/j.procir.2022.02.005

The Impacts on Greenhouse Gases Emission during the COVID-19 lockdown in the US: An Economic Input-Output Life Cycle Assessment

Nur H Orak a, Khaled Alshehri b, Xiaoju Chen b
PMCID: PMC8902133  PMID: 35280218

Abstract

The SARS-CoV-2 virus pandemic (COVID-19) is causing disruptions to energy, finance, tourism, and trade industries all around the world. These disruptions are the result of quarantining and lockdowns that cause reductions in production and consumptions. This change in production and consumption rates has environmental consequences. This study investigates the environmental effects of COVID-19 lockdown in the United States by Input-Output Life Cycle Assessment (IO-LCA) approach. The analysis is based on extraction of economic data in the US. The simulated results are based on different durations and strategies of lockdown measures. Among all industrial categories, utilities, which include power generation and supply, water supply, and natural gas supply sectors, saw the most significant reductions by approximately 110 kt CO2-eq in the first quarter and 265 kt CO2-eq in the second quarter of 2020. The assessed reductions were the results of both direct emission reductions caused by the shutdown of certain industries and also indirect emission reductions from upstream industries. The proposed methodology provides an effective guideline to predict the greenhouse gases emissions, which can be used as a prediction method for different regions in the world.

Keywords: SARS-CoV-2, COVID-19 pandemic, IO-LCA, GHGs, environment

References

  • 1.WHO, World Health Organization, Director-General’s opening remaks at the media briefing on COVID-19–11 March 2020 2020a. Available from https://www.who.int/dg/speeches/detail/who-director-generals-opening-remarks-at-the-media-briefing-on-covid-19-11-march-2020.
  • 2.Lu, Roujian, Xiang Zhao, Juan Li, Peihua Niu, Bo Yang, Honglong Wu, Wenling Wang, Hao Song, Baoying Huang, Na Zhu, Yuhai Bi, Xuejun Ma, Faxian Zhan, Liang Wang, Tao Hu, Hong Zhou, Zhenhong Hu, Weimin Zhou, Li Zhao, Jing Chen, Yao Meng, Ji Wang, Yang Lin, Jianying Yuan, Zhihao Xie, Jinmin Ma, William J. Liu, Dayan Wang, Wenbo Xu, Edward C. Holmes, George F. Gao, Guizhen Wu, Weijun Chen, Weifeng Shi, and Wenjie Tan. 2020. “Genomic characterisation and epidemiology of 2019 novel coronavirus: implications for virus origins and receptor binding.” The Lancet no. 395 (10224):565-574. doi: 10.1016/s0140-6736(20)30251-8. [DOI] [PMC free article] [PubMed]
  • 3.Zhu, N., D. Zhang, W. Wang, X. Li, B. Yang, J. Song, X. Zhao, B. Huang, W. Shi, R. Lu, P. Niu, F. Zhan, X. Ma, D. Wang, W. Xu, G. Wu, G.F. Gao, W. Tan, Investigating China Novel Coronavirus, and Team Research. 2020. “A Novel Coronavirus from Patients with Pneumonia in China, 2019.” N Engl J Med no. 382 (8):727-733. doi: 10.1056/NEJMoa2001017. [DOI] [PMC free article] [PubMed]
  • 4.Holshue, M.L., C. DeBolt, S. Lindquist, K.H. Lofy, J. Wiesman, H. Bruce, C. Spitters, K. Ericson, S. Wilkerson, A. Tural, G. Diaz, A. Cohn, L. Fox, A. Patel, S.I. Gerber, L. Kim, S. Tong, X. Lu, S. Lindstrom, M.A. Pallansch, W.C. Weldon, H.M. Biggs, T.M. Uyeki, S.K. Pillai, and V. Case Investigation Team Washington State -nCo. 2020. “First Case of 2019 Novel Coronavirus in the United States.” N Engl J Med no. 382 (10):929-936. doi: 10.1056/NEJMoa2001191. [DOI] [PMC free article] [PubMed]
  • 5.WHO, World Health Organization, Naming the coronavirus disease (COVID-19) and the virus that causes it 2020, 2020b. Available from https://www.who.int/emergencies/diseases/novel-coronavirus-2019/technicalguidance/naming-the-coronavirus-disease-(covid-2019)-and-the-virus-that-causes-it.
  • 6.BusinessInsider. A third of the global population is on coronavirus lockdown. 2020. Available from https://www.businessinsider.com/countries-on-lockdown-coronavirus-italy-2020-3?r=DE&IR=T.
  • 7.Lenzen, M., M. Li, A. Malik, F. Pomponi, Y.Y. Sun, T. Wiedmann, F. Faturay, J. Fry, B. Gallego, A. Geschke, J. Gomez-Paredes, K. Kanemoto, S. Kenway, K. Nansai, M. Prokopenko, T. Wakiyama, Y. Wang, and M. Yousefzadeh. 2020. “Global socio-economic losses and environmental gains from the Coronavirus pandemic.” PLoS One no. 15 (7):e0235654. doi: 10.1371/journal.pone.0235654. [DOI] [PMC free article] [PubMed]
  • 8.Bao, R., and A. Zhang. 2020. “Does lockdown reduce air pollution? Evidence from 44 cities in northern China.” Sci Total Environ no. 731:139052. doi: 10.1016/j.scitotenv.2020.139052. [DOI] [PMC free article] [PubMed]
  • 9.Bashir, M.F., B. Ma, Bilal, B. Komal, M.A. Bashir, D. Tan, and M. Bashir. 2020. “Correlation between climate indicators and COVID-19 pandemic in New York, USA.” Sci Total Environ no. 728:138835. doi: 10.1016/j.scitotenv.2020.138835. [DOI] [PMC free article] [PubMed]
  • 10.Rugani, B., and D. Caro. 2020. “Impact of COVID-19 outbreak measures of lockdown on the Italian Carbon Footprint.” Sci Total Environ no. 737:139806. doi: 10.1016/j.scitotenv.2020.139806. [DOI] [PMC free article] [PubMed]
  • 11.Sicard, P., A. De Marco, E. Agathokleous, Z. Feng, X. Xu, E. Paoletti, J.J.D. Rodriguez, and V. Calatayud. 2020. “Amplified ozone pollution in cities during the COVID-19 lockdown.” Sci Total Environ no. 735:139542. doi: 10.1016/j.scitotenv.2020.139542. [DOI] [PMC free article] [PubMed]
  • 12.Zheng, H., S. Kong, N. Chen, Y. Yan, D. Liu, B. Zhu, K. Xu, W. Cao, Q. Ding, B. Lan, Z. Zhang, M. Zheng, Z. Fan, Y. Cheng, S. Zheng, L. Yao, Y. Bai, T. Zhao, and S. Qi. 2020. “Significant changes in the chemical compositions and sources of PM2.5 in Wuhan since the city lockdown as COVID-19.” Sci Total Environ no. 739:140000. doi: 10.1016/j.scitotenv.2020.140000. [DOI] [PMC free article] [PubMed]
  • 13.NASA. Airborne Nitrogen Dioxide Plummets Over China. Earth observatory. Washington D.C., USA: North American Space Agency 2020. Available from https://earthobservatory.nasa.gov/images/146362/airbornenitrogen-dioxide-plummets-over-china.
  • 14.Berman J.D., Ebisu K. Changes in U.S. air pollution during the COVID-19 pandemic. Science of the Total Environment. 2020;739 doi: 10.1016/j.scitotenv.2020.139864. doi: 10.1016/j.scitotenv.2020.139864. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Blumberg, S. 2020. Data shows 30 percent drop in air pollution over northeast U.S. NASA, URL
  • 16.Collivignarelli, M.C., A. Abba, G. Bertanza, R. Pedrazzani, P. Ricciardi, and M. Carnevale Miino. 2020. “Lockdown for CoViD-2019 in Milan: What are the effects on air quality?” Sci Total Environ no. 732:139280. doi: 10.1016/j.scitotenv.2020.139280. [DOI] [PMC free article] [PubMed]
  • 17.IPCC, Intergovernmental Panel on Climate Change. 2005. Carbon Dioxide Capture and Storage. 40 West 20th Street, New York, NY 10011–4211, USA: Cambridge University Press.
  • 18.Matthews, H.S., C.T. Hendrickson, and D.H. Matthews. 2015. Life cycle assessment: Quantitative approaches for decisions that matter. Pittsburgh: Carnegie Mellon University.
  • 19.Lave, L.B., Cobas-Flores, E., Hendrickson, C.T., & McMichael, F.C.1995. Using input-output analysis to estimate economy-wide discharges. Environmental Science & Technology, 29(9), 420A-426A.
  • 20.Cobas, E., Hendrickson, C., Lave, L., & McMichael, F. (1995, May). Economic Input/Output analysis to aid Life Cycle Assessment of electronics products. In Proceedings of the 1995 IEEE International Symposium on Electronics and the Environment ISEE (Cat. No. 95CH35718) (pp. 273-278). IEEE.
  • 21.Hendrickson C., Horvath A., Joshi S., Lave L. Peer reviewed: economic input–output models for environmental life-cycle assessment. Environmental science & technology. 1998;32(7):184A–191A. [Google Scholar]
  • 22.Leontief, W. 1986. Input-output Economics: Oxford University Press.
  • 23.EIO-LCA. Economic Input-Output Life Cycle Assessment (EIO-LCA). Carnegie Mellon University Green Design Institute 2008. Available from http://www.eiolca.net.
  • 24.Yang Y., Ingwersen W.W., Hawkins T.R., Srocka M., Meyer D.E. USEEIO: A new and transparent United States environmentally-extended input-output model. Journal of cleaner production. 2017;158:308–318. doi: 10.1016/j.jclepro.2017.04.150. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Inoue, H., and Y. Todo. 2020. The Propagation of the Economic Impact through Supply Chains: The Case of a Mega-City Lockdown against the Spread of COVID-19. SSRN 2020. Available [DOI] [PMC free article] [PubMed]
  • 26.U.S. BEA. (2020, August 15). Supplemental Estimate Tables: Use Tables/After Redefinition/Producer Value - 2007, 2012: 405 Industries. Retrieved from Input - Output Accounts Data: https://www.bea.gov/industry/input-output-accounts-data
  • 27.2020b. Gross Domestic Product by Industry, 1st Quarter 2020. edited by US Department of Commerce BEA, Bureau of Economic Analysis. URL: https://apps.bea.gov/iTable/iTable.cfm?reqid=70&step=1&isuri=1&acrdn=1#reqid=70&step=1&isuri=1&acrdn=1 Accessed Nov. 17.2020.
  • 28.IEA, International Energy Agency. 2020. Global Energy Review: 2020. from: 10.2139/ssrn.3564898. [DOI]
  • 29.IPCC, 2019: Climate Change and Land: an IPCC special report on climate change, desertification, land degradation, sustainable land management, food security, and greenhouse gas fluxes in terrestrial ecosystems [P.R. Shukla, J. Skea, E. Calvo Buendia, V. Masson-Delmotte, H.-O. Pörtner, D.C. Roberts, P. Zhai, R. Slade, S. Connors, R. van Diemen, M. Ferrat, E. Haughey, S. Luz, S. Neogi, M. Pathak, J. Petzold, J. Portugal Pereira, P. Vyas, E. Huntley, K. Kissick, M. Belkacemi, J. Malley, (eds.)]. In press.
  • 30.Chen, Xiaoju, W. Michael Griffin, and H. Scott Matthews. 2018. “Representing and visualizing data uncertainty in input-output life cycle assessment models.” Resources, Conservation and Recycling no. 137:316-325. doi: 10.1016/j.resconrec.2018.06.011.
  • 31.Chen, X. 2017. Uncertainty Estimation in Matrix-based Life Cycle Assessment Models, Civil and Environmental Engineering, Carnegie Mellon University, Pittsburgh, PA, USA.

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