Urban Pollution Burden in Sub-Saharan African (SSA) Cities: Characterizing PM 2.5 , PM 10 , and Black Carbon in Two Contrasting Environments in Accra, Ghana

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Authors: James Nimo, Yussif Ibrahim-Anyass, Emmanuel Appoh, Mathias A. Borketey, Benjamin Essien, Selina Amoah, Esi Nana Nerquaye-Tetteh, Abraham Amankwah, Victoria Owusu Tawiah, Joanna Modupeh Hodasi, Nana Ama Browne Klutse, Raphael Edem Arku
+2 more Md. Aynul Bari, Allison Felix Hughes
Cited by: 0
References: 37

Abstract

Fine and coarse particulate matter (PM 2.5, PM 10 ) and black carbon (BC) pose significant health risks in rapidly urbanizing cities in low- and middle-income countries, particularly in sub-Saharan Africa. However, studies pertaining to their local impacts and disparities are less understood in these cities. This study modeled PM 2.5, PM 10, and BC differences in Accra, Ghana, to separate the impacts of local urban emissions from regional weather patterns and identify the specific drivers of pollution. Using reference-grade monitors, we conducted year-long, concurrent measurements of PM 2.5, PM 10, and BC at two sites with distinct land-use characteristics: a busy high-density urban core and a low-density urban backgroundThe results show significant urban pollution burden exceeding recommended guidelines for PM 2.5 and PM 10, with annual mean concentrations at the urban core site higher than the background site for PM 2.5 (38.6 vs 27.9 μg m –3 ), PM 10 (99.3 vs 71.0 μg m –3 ), and BC (7.5 vs 3.7 μg m –3 ), underscoring the impact of local traffic and residential activities. A strong seasonal variation was also observed, with pollutant levels increasing significantly at both sites during the dry-Harmattan period (November–March) due to the transport of Saharan dust. Analysis of pollutant ratios (PM 2.5 /PM 10 and BC/PM 2.5 ) confirms a shift in aerosol type: coarse mineral dust dominates during the dry-Harmattan, while fine particles from local combustion sources are more prominent in the wet season. Using linear mixed effects models with PM 10, the dry season, and daytime (06:00–17:59) as baseline variables, we demonstrated that PM 10 pollution constitutes a persistent pollutant more than PM 2.5 and BC at the high-density site, remaining significantly elevated (∼70% excess) regardless of the season. This study provides quantitative evidence of the dual impact of local land-use sources and regional weather on Accra’s air quality. Our findings highlight the need for a two-track management approach that addresses both hyper-local emission sources and the large-scale impacts of seasonal phenomena like the Harmattan.

Fields of Study & Subjects

Atmospheric chemistry and aerosols Air Quality and Health Impacts Atmospheric aerosols and clouds

Publication details

Journal / source
ACS ES&T Air
Volume
3
Issue
4
Pages
1131–1143
Publication date
11 March 2026
Language
EN