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The spatial and temporal variation of fine particulate matter pollution in Ethiopia: Data from the Atmospheric Composition Analysis Group (1998–2019)
BACKGROUND: Evidence suggests ambient fine particulate matter (PM(2.5)) is a risk factor for cardiovascular diseases, lung cancer morbidity and mortality, and all-cause mortality. Countries that implement strong policies are able to reduce ambient PM(2.5) concentration. In Ethiopia, however, PM(2.5)...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10038283/ https://www.ncbi.nlm.nih.gov/pubmed/36961860 http://dx.doi.org/10.1371/journal.pone.0283457 |
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author | Shiferaw, Ashenafie Bereded Kumie, Abera Tefera, Worku |
author_facet | Shiferaw, Ashenafie Bereded Kumie, Abera Tefera, Worku |
author_sort | Shiferaw, Ashenafie Bereded |
collection | PubMed |
description | BACKGROUND: Evidence suggests ambient fine particulate matter (PM(2.5)) is a risk factor for cardiovascular diseases, lung cancer morbidity and mortality, and all-cause mortality. Countries that implement strong policies are able to reduce ambient PM(2.5) concentration. In Ethiopia, however, PM(2.5) monitoring stations, laboratory technicians, and equipment are staggeringly limited. In this study, the spatial and temporal variation of PM(2.5) in Ethiopia was assessed. METHODS: Satellite-based PM(2.5) estimates, from the year 1998 to 2019, by Atmospheric Composition Analysis Group (ACAG) at a spatial resolution of 0.01° X 0.01° was used. The annual mean PM(2.5) concentration for all administrative regions and zones in Ethiopia was extracted. The average mean from the twenty-two years was also calculated. The trend of PM(2.5) concentration was graphed and quantitatively calculated using the Mann-Kendall test. The slope of the change over time was estimated using the Theil-Sen slope. At the zonal administration level, for the average annual mean, spatial dependency using univariate Global Moran’s I and clustering and outlier tests using Anselin Local Moran’s were performed. RESULTS: The country’s average annual mean PM(2.5) concentration was 17 μgm(-3). The Afar region had the highest concentration, 27.9 μgm(-3). The Mann-Kendall S was positive and significant at p<0.001. The spatial distribution of satellite-based ambient PM(2.5) concentration was non-random. Significant highest value clustering of ambient total PM(2.5) concentration exists in the Afar, Eastern Tigray, and Eastern and Southeastern Amhara while the significant lowest value dispersing was observed in the Southern Oromia and Somali region. CONCLUSION: At the national and regional levels, the annual mean ambient PM(2.5) concentration is beyond the World Health Organization (WHO)-recommended level. The ambient PM(2.5) concentration distribution is spatially dependent and significantly clustered in space. Installation of additional ground-based PM(2.5) monitoring devices, particularly in regions where PM(2.5) concentration is higher, is recommended. Validating satellite-based PM(2.5) data with ground-based measurements in the country is also advised. |
format | Online Article Text |
id | pubmed-10038283 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-100382832023-03-25 The spatial and temporal variation of fine particulate matter pollution in Ethiopia: Data from the Atmospheric Composition Analysis Group (1998–2019) Shiferaw, Ashenafie Bereded Kumie, Abera Tefera, Worku PLoS One Research Article BACKGROUND: Evidence suggests ambient fine particulate matter (PM(2.5)) is a risk factor for cardiovascular diseases, lung cancer morbidity and mortality, and all-cause mortality. Countries that implement strong policies are able to reduce ambient PM(2.5) concentration. In Ethiopia, however, PM(2.5) monitoring stations, laboratory technicians, and equipment are staggeringly limited. In this study, the spatial and temporal variation of PM(2.5) in Ethiopia was assessed. METHODS: Satellite-based PM(2.5) estimates, from the year 1998 to 2019, by Atmospheric Composition Analysis Group (ACAG) at a spatial resolution of 0.01° X 0.01° was used. The annual mean PM(2.5) concentration for all administrative regions and zones in Ethiopia was extracted. The average mean from the twenty-two years was also calculated. The trend of PM(2.5) concentration was graphed and quantitatively calculated using the Mann-Kendall test. The slope of the change over time was estimated using the Theil-Sen slope. At the zonal administration level, for the average annual mean, spatial dependency using univariate Global Moran’s I and clustering and outlier tests using Anselin Local Moran’s were performed. RESULTS: The country’s average annual mean PM(2.5) concentration was 17 μgm(-3). The Afar region had the highest concentration, 27.9 μgm(-3). The Mann-Kendall S was positive and significant at p<0.001. The spatial distribution of satellite-based ambient PM(2.5) concentration was non-random. Significant highest value clustering of ambient total PM(2.5) concentration exists in the Afar, Eastern Tigray, and Eastern and Southeastern Amhara while the significant lowest value dispersing was observed in the Southern Oromia and Somali region. CONCLUSION: At the national and regional levels, the annual mean ambient PM(2.5) concentration is beyond the World Health Organization (WHO)-recommended level. The ambient PM(2.5) concentration distribution is spatially dependent and significantly clustered in space. Installation of additional ground-based PM(2.5) monitoring devices, particularly in regions where PM(2.5) concentration is higher, is recommended. Validating satellite-based PM(2.5) data with ground-based measurements in the country is also advised. Public Library of Science 2023-03-24 /pmc/articles/PMC10038283/ /pubmed/36961860 http://dx.doi.org/10.1371/journal.pone.0283457 Text en © 2023 Shiferaw et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Shiferaw, Ashenafie Bereded Kumie, Abera Tefera, Worku The spatial and temporal variation of fine particulate matter pollution in Ethiopia: Data from the Atmospheric Composition Analysis Group (1998–2019) |
title | The spatial and temporal variation of fine particulate matter pollution in Ethiopia: Data from the Atmospheric Composition Analysis Group (1998–2019) |
title_full | The spatial and temporal variation of fine particulate matter pollution in Ethiopia: Data from the Atmospheric Composition Analysis Group (1998–2019) |
title_fullStr | The spatial and temporal variation of fine particulate matter pollution in Ethiopia: Data from the Atmospheric Composition Analysis Group (1998–2019) |
title_full_unstemmed | The spatial and temporal variation of fine particulate matter pollution in Ethiopia: Data from the Atmospheric Composition Analysis Group (1998–2019) |
title_short | The spatial and temporal variation of fine particulate matter pollution in Ethiopia: Data from the Atmospheric Composition Analysis Group (1998–2019) |
title_sort | spatial and temporal variation of fine particulate matter pollution in ethiopia: data from the atmospheric composition analysis group (1998–2019) |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10038283/ https://www.ncbi.nlm.nih.gov/pubmed/36961860 http://dx.doi.org/10.1371/journal.pone.0283457 |
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