Articles | Volume 18, issue 20
https://doi.org/10.5194/acp-18-15403-2018
https://doi.org/10.5194/acp-18-15403-2018
Research article
 | 
26 Oct 2018
Research article |  | 26 Oct 2018

Airborne particulate matter monitoring in Kenya using calibrated low-cost sensors

Francis D. Pope, Michael Gatari, David Ng'ang'a, Alexander Poynter, and Rhiannon Blake

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Cited articles

Beddows, D. C., Dall'Osto, M., and Harrison, R. M.: Cluster analysis of rural, urban, and curbside atmospheric particle size data, Environ. Sci. Technol., 43, 4694–4700, 2009.
Brauer, M., Amann, M., Burnett, R. T., Cohen, A., Dentener, F., Ezzati, M., Henderson, S. B., Krzyzanowski, M., Martin, R. V., Van Dingenen, R., van Donkelaar, A., and Thurston, G. D.: Exposure Assessment for Estimation of the Global Burden of Disease Attributable to Outdoor Air Pollution, Environ. Sci. Technol., 46, 652–660, https://doi.org/10.1021/es2025752, 2012.
Carslaw, D. C. and Beevers, S. D.: Characterising and understanding emission sources using bivariate polar plots and k-means clustering, Environ. Modell. Softw., 40, 325–329, 2013.
Carslaw, D. C. and Ropkins, K.: Openair – An R package for air quality data analysis, Environ. Modell. Softw., 27–28, 52–61, https://doi.org/10.1016/j.envsoft.2011.09.008, 2012.
Chen, R., Hu, B., Liu, Y., Xu, J., Yang, G., Xu, D., and Chen, C.: Beyond PM2.5: The role of ultrafine particles on adverse health effects of air pollution, BBA-Gen. Subjects, 1860, 2844–2855, https://doi.org/10.1016/j.bbagen.2016.03.019, 2016.
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Short summary
Low- and middle-income countries face an increasing threat from poor air quality, stemming from rapid urbanization, population growth, and rises in fuel and motorization use. This paper presents high temporal resolution particulate matter (PM) data, using low-cost sensors, for the exemplar city of Nairobi, Kenya, where PM levels are found to be much greater than WHO recommendations. The study shows that calibrated low-cost sensors can be successfully used to measure PM in cities like Nairobi.
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