7–10 Mar 2023
Carnegie Mellon University - Africa Campus, Kigali, Rwanda
Africa/Kigali timezone

Combination of Ground-based Measurements and Model Data to Improve Air Quality Estimations in Nairobi, Kenya

Not scheduled
20m
Carnegie Mellon University - Africa Campus, Kigali, Rwanda

Carnegie Mellon University - Africa Campus, Kigali, Rwanda

Platform Presentation Panel 3: Combining LCS with other data streams/innovations Panel Discussion

Speaker

Mr Ezekiel Waiguru Nyaga (Laboratoire Interuniversitaire des Systèmes Atmosphèriques (LISA), UMR CNRS 7583, Universitè Paris Est Crèteil et Universitè de Paris, Institut Pierre Simon Laplace, Crèteil, France)

Description

The rapid population growth coupled with urbanization has caused increase in human activities leading to degradation of air quality in Nairobi. Exposure to air pollution is a leading risk factor associated with premature deaths. The air monitoring campaign conducted in the context of MOPGA (Make Our Planet Great Again) project provided two-year (2020-2021) measurements of PM2.5 and NO2 compounds in Nairobi using Clarity-Node sensors. Six sensors were collocated side-by-side with a BAM-1020 reference-grade monitor (January-April 2021) at the University of Nairobi in order to derive PM2.5 correction factors. Simple linear regression model was used to normalize NO2 data against one low-cost sensor due to lack of a reference instrument. The corrected daily average PM2.5 mass concentrations were largest at KUCC (27.6 µg/𝑚3) urban roadside site, then BuruBuru (26.4 µg/𝑚3) and Marurui (26.3 µg/𝑚3) residential sites, followed by UoN (21.7 µg/𝑚3) and IPA (20.3 µg/𝑚3) urban background sites, and the least was Ngong (17.8 µg/𝑚3) peri-urban site. Furthermore, high PM2.5 values were observed at low wind speeds (< 4 m/s) pointing to local pollution sources. The normalized NO2 measurements showed variabilities in different locations with the highest concentrations (25.6 ppb) at KUCC traffic dominated site and the least (14.4 ppb) at Ngong. PM2.5 diurnal pattern mimicked daily traffic cycle with constantly higher evening peaks compared to morning peaks indicating residential emissions. We are also modeling air quality across East Africa using CHIMERE, which will be combined with the sensor measurements to better understand local and regional sources of air pollution in Nairobi.

Author

Mr Ezekiel Waiguru Nyaga (Laboratoire Interuniversitaire des Systèmes Atmosphèriques (LISA), UMR CNRS 7583, Universitè Paris Est Crèteil et Universitè de Paris, Institut Pierre Simon Laplace, Crèteil, France)

Co-authors

Dr Albert Presto (Carnegie Mellon University, Pittsburgh) Dr Daniel Westervelt (Lamont Doherty Earth Observation of Columbia University) Dr Emilia Tjernstrom (School of Economics, University of Sydney) Dr Godwin Opinde (Kenyatta University Department of Environmental Planning and Management) Mr John Mungai (Innovations for Poverty Action (IPA), Nairobi, Kenya) Dr Matthias Beekmann (Laboratoire Interuniversitaire des Systèmes Atmosphèriques (LISA), UMR CNRS 7583, Universitè Paris Est Crèteil et Universitè de Paris, Institut Pierre Simon Laplace, Crèteil, France; OSU-Efluve, Observatoire Sciences de l’Univers-Enveloppes Fluides de la Ville à l’Exobiologie, Université Paris-Est-Créteil, CNRS UMS 3563, Ecole Nationale des Ponts et Chaussés, Université de Paris, France) Dr Michael J. Gatari (University of Nairobi Institute of Nuclear Science and Technology) Mr Moses Njeru (University of Nairobi Institute of Nuclear Science and Technology) Dr R. Subramanian (Laboratoire Interuniversitaire des Systèmes Atmosphèriques (LISA), UMR CNRS 7583, Universitè Paris Est Crèteil et Universitè de Paris, Institut Pierre Simon Laplace, Crèteil, France; OSU-Efluve, Observatoire Sciences de l’Univers-Enveloppes Fluides de la Ville à l’Exobiologie, Université Paris-Est-Créteil, CNRS UMS 3563, Ecole Nationale des Ponts et Chaussés, Université de Paris, France; Kigali Collaborative research Centre, Rwanda) Dr Savannah Ward (Lamont Doherty Earth Observation of Columbia University) Mr Tedy Mwendwa (Kenyatta University Department of Environmental Planning and Management) Dr V. Faye McNeill (Columbia University Department of Chemical Engineering)

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