The potential impact of wildfire smoke on COVID-19 cumulative deaths in the San Diego-Tijuana border region

Lara Schwarz, Rosana Aguilera, Javier Emmanuel Castillo Quiñones, L. C. Aguilar-Dodier, María Evarista Arellano García, T. Benmarhnia
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Abstract

2020 broke records for the most active fire year on the West Coast, resulting in the worst air quality observed in decades. Concurrently, the public health threat of COVID-19 caused over 1 million deaths in the United States (US) and Mexico in 2020 and 2021. Due to the effect of air pollution on respiratory diseases, wildfire-specific particulate matter is a hypothesized driver of COVID-19 severity and death. Capitalizing on wildfire smoke that hit the San Diego-Tijuana border region in September 2020, we applied synthetic control methods to explore its potential differential role in affecting COVID-19 mortality on both sides of the border. Daily data on COVID-19 cumulative deaths for US counties were obtained from the CDC COVID tracker and data for Mexican municipalities was obtained from the Mexican Secretary of Health. Counties and municipalities with wildfire smoke exposure were identified using the National Oceanic and Atmospheric Administration hazard mapping smoke product (HMS); a day where 90% of the area was covered by smoke was considered exposed for the main analyses. Unexposed counties/municipalities were considered as potential controls. The San Diego-Tijuana border region was covered by dense smoke by the 7th of September; 707 COVID-19 deaths had occurred in San Diego and 1367 in Tijuana. While a slight increase in cumulative mortality was observed in San Diego, no change was found in Tijuana; neither estimate indicated a strong precise effect of wildfire smoke on COVID-19 mortality. We hope this study will serve as an illustration of how border contexts can be used to investigate differential vulnerability to wildfire smoke for infectious diseases. Examining the interactive effect of COVID-19 and smoke can help in recognizing the implications of these dual health risks which will be increasingly important as wildfires become more frequent and severe in the context of climate change.
野火烟雾对圣地亚哥-蒂华纳边境地区COVID-19累计死亡人数的潜在影响
2020年打破了西海岸火灾最严重的一年的记录,导致了几十年来观察到的最糟糕的空气质量。与此同时,新冠肺炎的公共卫生威胁在2020年和2021年导致美国和墨西哥超过100万人死亡。由于空气污染对呼吸道疾病的影响,野火特异性颗粒物是新冠肺炎严重程度和死亡的假设驱动因素。利用2020年9月袭击圣迭戈-蒂朱纳边境地区的野火烟雾,我们应用合成控制方法来探索其在影响边境两侧新冠肺炎死亡率方面的潜在差异作用。美国各州新冠肺炎累计死亡人数的每日数据来自美国疾病控制与预防中心的新冠肺炎追踪数据,墨西哥市政当局的数据来自墨西哥卫生部长。使用美国国家海洋和大气管理局危害测绘烟雾产品(HMS)确定了有野火烟雾暴露的县和市;在主要分析中,90%的区域被烟雾覆盖的一天被认为是暴露的。未暴露的县/市被视为潜在的控制对象。9月7日,圣地亚哥-蒂华纳边境地区被浓烟笼罩;圣地亚哥有707例新冠肺炎死亡病例,蒂华纳有1367例死亡病例。虽然圣地亚哥的累计死亡率略有上升,但蒂华纳没有变化;这两项估计都没有表明野火烟雾对新冠肺炎死亡率有很强的精确影响。我们希望这项研究能说明如何利用边境环境来调查传染病对野火烟雾的不同脆弱性。研究新冠肺炎和烟雾的互动影响有助于认识到这些双重健康风险的影响,随着气候变化背景下野火变得更加频繁和严重,这一风险将变得越来越重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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