Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

Counterintuitive PM2.5 Increases During Covid-19 Lockdown in Ilo, Peru

Coastal Meteorology and Cardiovascular Implications

Bibliographic Data

ID17801213
AuthorsJosé Valeriano-Zapana (0000-0002-5571-0531, Universidad Nacional de Moquegua, corresponding author), Mario Román Flores-Roque (0000-0002-6878-3799, Universidad Nacional de Moquegua), Leonel Alonso Paccosonco-Sucapuca (0000-0002-2213-6238, Universidad Nacional de Moquegua), Yudith Milagros Cari-Cari (EsSALUD), Daniel Martin Alvarez-Tolentino (Universidad Nacional Intercultural de la Amazonía), Daniel Álvarez-Tolentino (0000-0002-4460-467X, Escuela Profesional de Ingeniería Ambiental, Universidad Nacional Intercultural de la Selva Central Juan Santos Atahualpa, Jr. Los Cedros 141, La Merced 12615, Peru), Alex H De La Cruz (0000-0003-4583-9136, Universidad Nacional Intercultural de la Amazonía)
Year2026
Volume23
Issue2
Pages191-191
Publication date2026-01-31
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueInternational Journal of Environmental Research and Public Health (JOURNAL)
Journal identifiersISSN: 1661-7827 • E-ISSN: 1660-4601
PublisherMultidisciplinary Digital Publishing Institute (PUBLISHER • CH)
DOI10.3390/ijerph23020191
PMID41752274
OpenAlexW7126413214
LanguageEN
References cited92

The COVID-19 pandemic created a natural experiment to assess air quality responses to emission reductions, yet evidence from Latin American coastal industrial cities remains scarce. This study examined how meteorological variability modulated the effects of COVID-19 restrictions on air quality in Ilo, a medium-sized coastal industrial city in southern Peru (~67,000 inhabitants). We analyzed daily concentrations of PM 10 , PM 2.5 , NO 2 , O 3 , and SO 2 across six pandemic phases (January-December 2020) using multiple linear regression, variance decomposition, and Random Forest models. A health impact assessment translated PM 2.5 changes into cardiovascular mortality estimates using Global Burden of Disease 2021 coefficients. Despite reduced anthropogenic activity, PM 2.5 increased by 34% during early reopening (May-June: 16.9 vs. 12.6 μg/m 3 baseline), whereas NO 2 decreased consistently (13-19%), SO 2 declined up to 65%, and O 3 more than doubled (+108%) in austral winter. Variance decomposition revealed that O 3 variability was almost entirely meteorology-driven (98%), while PM 2.5 and NO 2 showed balanced contributions from meteorology and restrictions (~50% each). The PM 2.5 increase corresponded to approximately 3 additional cardiovascular deaths per 100,000 population annually. Coastal meteorology can counteract emission reductions, generating counterintuitive air quality responses and underscoring the need for meteorological normalization in policy evaluation

Air quality index · Climate change · Counterintuitive · Latin Americans · Pandemic · Population · Air Quality and Health Impacts · Atmospheric chemistry and aerosols · COVID-19 impact on air quality

  • Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences

    Jacob Cohen, Cohen Cohen et al.•Applied Multiple Regression/Correla…•2013

  • Addressing Global Mortality from Ambient PM 2.5

    Open Access•Joshua S Apte, Julian D Marshall et al.•Environmental Science & Technology•2015

  • Effect of lockdown amid Covid-19 pandemic on air quality of the megacity Delhi, India

    Open Access•Susanta Mahato, Swades Pal et al.•The Science of The Total…•2020

  • An Association between Air Pollution and Mortality in Six U.S. Cities

    Douglas W Dockery, C Arden Pope et al.•New England Journal of Medicine•1993

  • Global burden and strength of evidence for 88 risk factors in 204 countries and 811 subnational locations, 1990–2021

    Open Access•Michael Brauer, Gregory A Roth et al.•The Lancet•2024

  • Correlation between climate indicators and Covid-19 pandemic in New York, USA

    Open Access•Muhammad Farhan Bashir, Benjiang MA et al.•The Science of The Total…•2020

  • Premature mortality due to air pollution in European cities

    Open Access•Sasha Khomenko, Marta Cirach et al.•The Lancet Planetary Health•2021

  • Estimates and 25-year trends of the global burden of disease attributable to ambient air pollution

    Open Access•Aaron J Cohen, Michael Brauer et al.•The Lancet•2017

  • Changes in air quality during the lockdown in Barcelona (Spain) one month into the Sars-CoV-2 epidemic

    Open Access•Aurelio Tobı́as, Cristina Carnerero et al.•The Science of The Total…•2020

  • Locally Weighted Regression

    W Scott Cleveland, Susan J Devlin•Journal of the American…•1988

  • Covid-19 lockdowns cause global air pollution declines

    Open Access•Zander S Venter, Kristin Aunan et al.•Proceedings of the National…•2020

  • Using Effect Size—or Why the P Value Is Not Enough

    Gail M Sullivan, Richard Feinn•Journal of Graduate Medical…•2012

  • Global estimates of mortality associated with long-term exposure to outdoor fine particulate matter

    Open Access•Richard T Burnett, Richard Burnett et al.•Proceedings of the National…•2018

  • Air Pollution and Mortality in the Medicare Population

    Qian Di, Yan Wang et al.•New England Journal of Medicine•2017

  • Health Effects of Fine Particulate Air Pollution

    C Arden Pope, Douglas W Dockery•Journal of the Air & Waste…•2006

  • Dates and Times Made Easy with lubridate

    Open Access•Garrett Grolemund, Hadley Wickham•Journal of Statistical Software•2011

  • Random Forests

    Open Access•Leo Breiman•Machine Learning•2001

  • Welcome to the Tidyverse

    Open Access•Hadley Wickham, Mara Averick et al.•Journal of Open Source Software•2019

  • The socio-economic implications of the coronavirus pandemic (Covid-19)

    Open Access•Maria Nicola, Zaid Alsafi et al.•International Journal of Surgery•2020

  • A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity

    Halbert White•Econometrica•1980

  • Temporal trends of particulate matter pollution and its health burden, 1990–2021, with projections to 2036

    Open Access•Tao Fang, Yanbo Di et al.•Frontiers in Public Health•2025

  • The short-term impacts of Covid-19 lockdown on urban air pollution in China

    Open Access•Guojun He, Yuhang Pan et al.•Nature Sustainability•2020

  • Air quality status and trends over large cities in South America

    Open Access•Luisa María Gómez Peláez, Jane Méri Santos et al.•Environmental Science & Policy•2020

  • The Ilo Clean Air Project

    Open Access•R Boon, Ronald G J Boon et al.•Environment and Urbanization•2001

  • Inference by Eye

    Geoff Cummings, GEOFF CUMMING et al.•American Psychologist•2005

  • A global panel database of pandemic policies (Oxford Covid-19 Government Response Tracker)

    Open Access•Thomas Hale, Noam Angrist et al.•Nature Human Behaviour•2021

Citation velocityhistorical
Highly citedNo

Tools

Open DOIOpen Access
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae