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Examining the status of forest fire emission in 2020 and its connection to COVID-19 incidents in West Coast regions of the United States

Examining the status of forest fire emission in 2020 and its connection to COVID-19 incidents in West Coast regions of the United States
Examining the status of forest fire emission in 2020 and its connection to COVID-19 incidents in West Coast regions of the United States
Forest fires impact on soil, water, and biota resources. The current forest fires in the West Coast of the United States (US) profoundly impacted the atmosphere and air quality across the ecosystems and have caused severe environmental and public health burdens. Forest fire led emissions could significantly exacerbate the air pollution level and, therefore, would play a critical role if the same occurs together with any epidemic and pandemic health crisis. Limited research is done so far to examine its impact in connection to the current pandemic. As of October 21, nearly 8.2 million acres of forest area were burned, with more than 25 casualties reported so far. In-situ air pollution data were utilized to examine the effects of the 2020 forest fire on atmosphere and coronavirus (COVID-19) casualties. The spatial-temporal concentrations of particulate matter (PM2.5 and PM10) and Nitrogen Dioxide (NO2) were collected from August 1 to October 30 for 2020 (the fire year) and 2019 (the reference year). Both spatial (Multiscale Geographically Weighted Regression) and non-spatial (Negative Binomial Regression) analyses were performed to assess the adverse effects of fire emission on human health. The in-situ data-led measurements showed that the maximum increases in PM2.5, PM10, and NO2 concentrations (μg/m3) were clustered in the West Coastal fire-prone states during August 1 – October 30, 2020. The average concentration (μg/m3) of particulate matter (PM2.5 and PM10) and NO2 was increased in all the fire states severely affected by forest fires. The average PM2.5 concentrations (μg/m3) over the period were recorded as 7.9, 6.3, 5.5, and 5.2 for California, Colorado, Oregon, and Washington in 2019, increasing up to 24.9, 13.4, 25.0, and 17.0 in 2020. Both spatial and non-spatial regression models exhibited a statistically significant association between fire emission and COVID-19 incidents. Such association has been demonstrated robust and stable by a total of 30 models developed for analyzing the spatial non-stationary and local association. More in-depth research is needed to better understand the complex relationship between forest fire emission and human health.
Air pollution, COVID-19, Forest fire, Hazard, Nitrogen dioxide, Spatial models
0013-9351
Sannigrahi, Srikanta
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Pilla, Francesco
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Maiti, Arabinda
fb60d92e-e7ad-4419-bbd2-061651122329
Bar, Somnath
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Bhatt, Sandeep
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kaparwan, Ankit
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Zhang, Qi
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Keesstra, Saskia
814120ed-3d3b-45b3-8e8e-b4f5b61b1dcd
Cerda, Artemi
bcb37df1-ee82-4a1d-9800-e54346a12133
et al.
Sannigrahi, Srikanta
a30e7158-fbf1-4ce1-a728-1c4a4045e3f9
Pilla, Francesco
2d905dde-ee46-4f54-a92c-87f5f60b3f97
Maiti, Arabinda
fb60d92e-e7ad-4419-bbd2-061651122329
Bar, Somnath
1e199d14-4020-46ef-9dfa-733fe5fa6082
Bhatt, Sandeep
744afabc-f5a7-47de-a14c-28fb4fd2330c
kaparwan, Ankit
14aeeec5-9b53-430f-9eb9-3faef0982e63
Zhang, Qi
4cf8741a-d55e-4712-b7f3-bdf4f144cb09
Keesstra, Saskia
814120ed-3d3b-45b3-8e8e-b4f5b61b1dcd
Cerda, Artemi
bcb37df1-ee82-4a1d-9800-e54346a12133

Sannigrahi, Srikanta, Pilla, Francesco, Maiti, Arabinda, Bar, Somnath and Zhang, Qi , et al. (2022) Examining the status of forest fire emission in 2020 and its connection to COVID-19 incidents in West Coast regions of the United States. Environmental Research, 210 (7), [112818]. (doi:10.1016/j.envres.2022.112818).

Record type: Article

Abstract

Forest fires impact on soil, water, and biota resources. The current forest fires in the West Coast of the United States (US) profoundly impacted the atmosphere and air quality across the ecosystems and have caused severe environmental and public health burdens. Forest fire led emissions could significantly exacerbate the air pollution level and, therefore, would play a critical role if the same occurs together with any epidemic and pandemic health crisis. Limited research is done so far to examine its impact in connection to the current pandemic. As of October 21, nearly 8.2 million acres of forest area were burned, with more than 25 casualties reported so far. In-situ air pollution data were utilized to examine the effects of the 2020 forest fire on atmosphere and coronavirus (COVID-19) casualties. The spatial-temporal concentrations of particulate matter (PM2.5 and PM10) and Nitrogen Dioxide (NO2) were collected from August 1 to October 30 for 2020 (the fire year) and 2019 (the reference year). Both spatial (Multiscale Geographically Weighted Regression) and non-spatial (Negative Binomial Regression) analyses were performed to assess the adverse effects of fire emission on human health. The in-situ data-led measurements showed that the maximum increases in PM2.5, PM10, and NO2 concentrations (μg/m3) were clustered in the West Coastal fire-prone states during August 1 – October 30, 2020. The average concentration (μg/m3) of particulate matter (PM2.5 and PM10) and NO2 was increased in all the fire states severely affected by forest fires. The average PM2.5 concentrations (μg/m3) over the period were recorded as 7.9, 6.3, 5.5, and 5.2 for California, Colorado, Oregon, and Washington in 2019, increasing up to 24.9, 13.4, 25.0, and 17.0 in 2020. Both spatial and non-spatial regression models exhibited a statistically significant association between fire emission and COVID-19 incidents. Such association has been demonstrated robust and stable by a total of 30 models developed for analyzing the spatial non-stationary and local association. More in-depth research is needed to better understand the complex relationship between forest fire emission and human health.

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Accepted/In Press date: 19 January 2022
Published date: 1 July 2022
Additional Information: Publisher Copyright: © 2022 The Authors
Keywords: Air pollution, COVID-19, Forest fire, Hazard, Nitrogen dioxide, Spatial models

Identifiers

Local EPrints ID: 478341
URI: http://eprints.soton.ac.uk/id/eprint/478341
ISSN: 0013-9351
PURE UUID: 425682fc-5a17-42db-b674-866a83d302e8
ORCID for Somnath Bar: ORCID iD orcid.org/0000-0003-1679-6130

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Date deposited: 28 Jun 2023 16:58
Last modified: 17 Mar 2024 04:21

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Contributors

Author: Srikanta Sannigrahi
Author: Francesco Pilla
Author: Arabinda Maiti
Author: Somnath Bar ORCID iD
Author: Sandeep Bhatt
Author: Ankit kaparwan
Author: Qi Zhang
Author: Saskia Keesstra
Author: Artemi Cerda
Corporate Author: et al.

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