Variations of air parameters during the COVID-19 Omicron variant lockdown in Surabaya

The Omicron variant of COVID-19, a genetic mutation of the Delta variant, is marked by higher infection rates and linked to increased air pollution.This study investigates CO, NO2, SO2, O3, PM2.5, and PM10 air quality variations in Surabaya from November 27, 2021, to May 7, 2022, during the Omicron outbreak.Methods used include Hotspot Clustering, Mean Center (MC), Directional Distribution (Standard Deviational Ellipse), and Spatial Autocorrelation (Global Moran's I).CO, NO2, SO2, O3, PM2.5, and PM10 concentrations were determined using the Sentinel-5P satellite with Google Earth Engine.The Omicron variant's Weighted Mean Center (WMC) was found at coordinates 696250.219731and 9192998.5921m in Semolowaru village.A decrease in pollutants was observed during the peak infestation from January 29, 2022, to February 26, 2022, with reductions of 11.381 mol/m2 and -23.195 mol/m2, indicating low mobility in residential and workplace categories.Average PM2.5 and PM10 concentrations during the study were 0.084 g/m3 and 0.043 g/m3, respectively.The correlation between COVID-19 spread and pollutant concentrations showed a moderate to weak relationship, with an R2 value of 0.5.

Publication Details

Journal
HUMAN GEOGRAPHIES – Journal of Studies and Research in Human Geography
Published
2024-11-30
DOI
https://doi.org/10.5719/hgeo.2024.182.3
Primary Topic
COVID-19 impact on air quality
Type
article
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article

Variations of air parameters during the COVID-19 Omicron variant lockdown in Surabaya

HUMAN GEOGRAPHIES – Journal of Studies and Research in Human Geography
COVID-19 impact on air quality
article

Variations of air parameters during the COVID-19 Omicron variant lockdown in Surabaya

article en

Abstract

The Omicron variant of COVID-19, a genetic mutation of the Delta variant, is marked by higher infection rates and linked to increased air pollution.This study investigates CO, NO2, SO2, O3, PM2.5, and PM10 air quality variations in Surabaya from November 27, 2021, to May 7, 2022, during the Omicron outbreak.Methods used include Hotspot Clustering, Mean Center (MC), Directional Distribution (Standard Deviational Ellipse), and Spatial Autocorrelation (Global Moran's I).CO, NO2, SO2, O3, PM2.5, and PM10 concentrations were determined using the Sentinel-5P satellite with Google Earth Engine.The Omicron variant's Weighted Mean Center (WMC) was found at coordinates 696250.219731and 9192998.5921m in Semolowaru village.A decrease in pollutants was observed during the peak infestation from January 29, 2022, to February 26, 2022, with reductions of 11.381 mol/m2 and -23.195 mol/m2, indicating low mobility in residential and workplace categories.Average PM2.5 and PM10 concentrations during the study were 0.084 g/m3 and 0.043 g/m3, respectively.The correlation between COVID-19 spread and pollutant concentrations showed a moderate to weak relationship, with an R2 value of 0.5.

HUMAN GEOGRAPHIES – Journal of Studies and Research in Human GeographyVol. 18(2)
Openalex Percentile: Top 79%
COVID-19 impact on air quality
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Variations of air parameters during the COVID-19 Omicron variant lockdown in Surabaya · HUMAN GEOGRAPHIES – Journal of Studies and Research in Human Geography (2024) | TGRS Research Map | TGRS