Affordable Air Quality Monitoring for Improved Air Quality Management in West Africa

Lead Research Organisation: University of York
Department Name: University of York

Abstract

Poor air quality damages the lives and livelihoods of millions of people and is predicted by the World Health Organisation (WHO) to become the world's largest cause of preventable death by 2030. Those living in Low- and Middle-Income Countries (LMICs) and cities are particularly affected, both through short-term acute effects and an accumulated life-long reduction in quality of life and health. There is a major opportunity to co-design and co-produce a highly fault-tolerant system for air pollution measurement, that is fully open-source, and built from easily available low cost and off-the-shelf components. The ambition is that this approach would be scale-able and could be sustained in LMICs by in-country practitioners at modest cost, long-term. New measurements can then be coupled to integrated assessment models developed by in-country agencies with our support to enhance their decision-making capacity on air pollution mitigation. This modelling will use a tool developed by project partners in the University. This new innovation for monitoring and modelling, can catalyse action and support long-term beneficial change, initially in our early adopter partner countries, and then applied to other LMICs.

Recent research from the University of York's Wolfson Atmospheric Chemistry Laboratories (WACL) has developed a low power, highly fault tolerant technology based on the clustering of multiple low-cost air pollution sensors to provide high quality measurements of target air pollutants. This approach exploits the simplicity, modest cost and high reliability of state-of-the-art sensors and electronics, but significantly improves the quality of data collected. The real-world use of sensor technologies has been slowed due to issues relating to poor individual sensor data quality. York have developed a technology that uses multiple sensors of the same type to solve the two key outstanding barriers to application in LMICs, that of sensor-to-sensor variability and unexpected sensor failure. The aim is to enable a self-supporting user community that can build and fix its own instruments and help improve on our initial designs. This approach differs fundamentally from the prevailing paradigm of a top-down commercial services model which has for many years failed to function in LMICs.

The Stockholm Environment Institute centre (SEI) in the Department of Environment and Geography at the University of York has been working with the Ministries of Environment in Togo and Cote d'Ivoire and the Ghana Environment Protection Agency, and the University of Lomé, Togo and Université Félix Houphouët-Boigny in Cote D'Ivoire to develop national models using LEAP-IBC (developed by SEI), to support national low-emission planning. We will build on this work applying LEAP-IBC to Lomé, Abidjan, Accra, and another Ghanaian city (e.g. Kumasi) where no such tool is available, and there is limited or no regular monitoring. This will allow them to develop emission inventories of key air pollutants, baseline and mitigation emission projections, and to estimate the resulting concentrations of PM2.5 and the associated human health impacts. We will work with local academics and planners to support the development of the analysis, guiding them through the data collection, model design, model validation and extraction of results. Working with the University of Colorado and WACL, we will further develop the GEOS-Chem Adjoint model inputs to LEAP-IBC that converts emissions in LEAP-IBC to concentrations of PM2.5 and ozone in these cities.

The inclusion of this modelling, developed by planners in Ghana, Cote d'Ivoire and Togo will also allow for an understanding of how the monitoring and modelling can be mutually beneficial to provide the evidence needed for the further development, implementation and monitoring of air quality plans in these cities and opportunities to achieve ambient air quality standards in cities.

Planned Impact

The project will focus on provide the ability to monitor air pollution and assess mitigation strategies in Low and Middle Income Countries (LMICs). We will co-design monitoring equipment with academics and practitoners from three countries and apply modelling in three new cities of West Africa: Lomé, Abidjan, one further city in Ghana (e.g. Kumasi), and improve modelling in Accra. The work done in the project will address major gaps in the ability to manage air quality in these polluted cities where there is no regular monitoring and no ability to understand the contribution of different sources to the air pollution experienced.

With project partners in Ghana, Cote d'Ivoire and Togo we will co-design and co-produce the open-source resources needed locally manufacture and maintain a sustainable air quality instrument, designed around local skills, engineering capabilities and access to materials and parts. The new instruments, comprised of generic components accessible anywhere in the world, will be able to be fixed by following training guides, and no sub-components should cost more than $100 to replace. Electricity needs will be low. Our priority will be the simultaneous measurement of CO2, CO, NO, NO2, O3 and PM in a single instrument package. The proposed web-based platform will enable any LMIC to build and maintain these monitoring devices, and at an affordable cost. This has the potential to spread monitoring widely into areas that currently have no monitoring at all, yet are suffering from high levels of air pollution.
The capacity building and tool development using LEAP-IBC will enable users in the countries to develop models for cities that can be used to develop emission scenarios, and evaluate the effectiveness of different mitigation measures on air quality and human health. Quantitative assessments of health impacts can motivate interest to help solve air quality problems, and understanding the influence of different sources on air quality can help build effective mitigation strategies.

In the specific countries the project will help to feed in information to support air quality management and improve the following capacities:

Togo - there are currently no monitoring stations in Lomé. LEAP-IBC has been applied to the whole country, but there is no separate model for Lomé and this project will provide the first attempt. Togo has now published a national air quality plan, which states the need to develop monitoring in Lomé and the work in this project will help support this strategy.

Ghana - the Ghana EPA are experienced LEAP-IBC modellers. They have applied it at national scale and started to apply the model to Accra. They have national air quality guidelines for different gases and particles, but they have no monitoring or modelling cities, other than Accra. This project will allow them to check how well different cities are complying with the guidelines values set for different pollutants. Ghana EPA wish to link air pollution and climate change to the SDG processes being developed in the country, which can be supported by the modelling.

Cote d'Ivoire - The Ministry of Environment developed a LEAP-IBC model for the country with help from the University in Abidjan, but they have no model covering Abidjan and there are no permanent monitoring stations. This project will build capacity to fill these gaps. The University is engaged in many projects relating to air pollution and increasing the capacity to understand their air pollution has the potential to have a large impact in Cote d'Ivoire and the whole region.

The three countries are parties to the 2009 Abidjan Agreement on Better Air Quality, who agreed to take actions to improve air quality, which can be used to disseminate this work to other countries in the region. The project is well linked with ECOWAS - the Economic Community of West African States, which is interested in promoting monitoring and modelling in W Africa.
 
Description - In Kumasi, the largest air pollutant source is the transport sector, but across the Ashanti region as a whole (the region in Ghana that Kumasi is the capital of), emissions from residential cooking are the largest source of multiple health damaging air pollutants.

- In Ghana, only Accra has an air quality management plan (AQMP), which outlines specific actions to improve air quality. Our work shows that the development of AQMPs in other Ghanaian cities would need to be specific to that city, as the sources of air pollution are substantially different.

- In Togo, Lome accounts for about 20% of national particulate matter emissions, due to residential biomass use being the largest source, and most prevalent outside Lome. Lome accounts for a larger fraction of other pollutants that are dominated by transport, which is most concentrated in Lome. Lome also accounts for about half of national total GHG emissions.

- It seems logistically feasible for the 'highly fault tolerant - low maintenance' air quality monitors to be successfully built and deployed for use in West African countries to suppor the development of air quality management plans.
Exploitation Route The air quality monitors could be deployed in other developing countries to support air quality management, subject to local conditions (e.g. humidity) that might influence measurement accuracy.
The air quality management theory and tools developed and applied in the project could be used by other countries to develop their NDCs and other national action plans.
Sectors Energy,Environment,Government, Democracy and Justice,Transport

 
Description A full analysis of historical emissions (2010 to 2020) and future baseline emissions as well as emission reduction potential has now been completed for Ghana, Cote d'Ivoire and Togo using the LEAP-IBC tool. Baseline projections are based on projected economic growth and population within each country/city, and are in line with national plans and strategies on air pollution and climate change (e.g. country's Nationally Determined Contributions under the Paris Agreement). Specific mitigation measures have been identified for each city. In most cases these measures were based on assumptions about those national policies and measures that would be implemented within each city. The results from these integrated air pollution and climate change mitigation assessments have been integrated into key planning documents within each country, as well as into academic peer-reviewed papers. Nationally Determined Contribution of Cote d'Ivoire. The LEAP analysis for Cote d'Ivoire was used as the basis for setting their GHG reduction target within their NDC increasing their climate change mitigation ambition. This LEAP analysis also allowed emission reductions of air pollutants and GHGs to be included, and the quantification of the health benefits from implementing their NDC (https://unfccc.int/sites/default/files/NDC/2022-06/CDN_CIV_2022.pdf Nationally Determined Contribution of Togo. The LEAP analysis for Togo was used as the basis for setting their GHG reduction target within their NDC increasing their climate change mitigation ambition. This LEAP analysis also allowed emission reductions of air pollutants and GHGs to be included. Reference: https://unfccc.int/sites/default/files/NDC/2022-06/CDN%20Revis%C3%A9es_Togo_Document%20int%C3%A9rimaire_rv_11%2010%2021.pdf Nationally Determined Contribution of Ghana. The LEAP analysis for Ghana was used as the basis for setting their GHG reduction target within their NDC increasing their climate change mitigation ambition. This LEAP analysis also allowed emission reductions of air pollutants and GHGs to be included, and the quantification of the health benefits from implementing their NDC.. Reference: https://unfccc.int/sites/default/files/NDC/2022-06/Ghana%27s%20Updated%20Nationally%20Determined%20Contribution%20to%20the%20UNFCCC_2021.pdf The project team has also been active in disseminating the results of this work within each country. In April 2022, a team from SEI York participated in workshops in Kumasi and Accra to highlight the results from the LEAP application, and their implication for air quality management in each city. In Kumasi, the 1-day workshop was attended by environmental officers from wards across the city. SEI York provided an introduction to air quality management and presented the results from the LEAP analysis for Kumasi. Finally, the environmental officers were invited to provide their perspectives on the implementation challenges and opportunities for each of the mitigation measures included in the LEAP dataset.
First Year Of Impact 2022
Sector Energy,Environment,Government, Democracy and Justice,Transport
Impact Types Societal,Economic,Policy & public services

 
Description Development of national action plans
Geographic Reach Africa 
Policy Influence Type Contribution to a national consultation/review
Impact Contribution to the development of NDCs for policy implementation. Ghana's NDC is published at (with a specific thanks to the support provided by the project) : https://www4.unfccc.int/sites/ndcstaging/PublishedDocuments/Ghana%20First/Ghana's%20Updated%20Nationally%20Determined%20Contribution%20to%20the%20UNFCCC_2021.pdf Togo's NDC is published at : https://www4.unfccc.int/sites/ndcstaging/PublishedDocuments/Togo%20First/CDN%20Revis%C3%A9es_Togo_Document%20int%C3%A9rimaire_rv_11%2010%2021.pdf Cote d'Ivoire's NDC has not been released yet.
 
Title Agricultural emissions inventory 
Description A global demand driven agricultural emissions inventory for GHG and air pollution emissions has been developed. This will improve current assessment of emissions from agriculture as well as support the assessment of likely future agricultural emissions given particular development pathways and behavioural choices (i.e. diet). 
Type Of Material Computer model/algorithm 
Year Produced 2021 
Provided To Others? No  
Impact The model is currently in the process of being published which will make it more attractive to being used in other research projects 
 
Title LEAP-IBC 
Description The LEAP-IBC tool is an air pollution and GHG emission inventorying tool that allows a real time estimates of pollutant and GHG concentration from which impacts (human health, agriculture and near term climate temperature change) can be estimated. The tool is developed for use by decision makers so that they can test out the effectiveness of different interventions that would help reduce emissions (GHG and air pollution) in the country. The tool is being further developed for application at the city scale within this research project. 
Type Of Material Computer model/algorithm 
Year Produced 2020 
Provided To Others? Yes  
Impact THe LEAP-IBC tool is used by decision makers in countries in Latin America, Africa and Asia to develop mow emissions development pathways 
URL https://www.ccacoalition.org/en/activity/guidelines-and-tools-leap-ibc-national-planning
 
Title Air quality monitors for LMICs 
Description These air quality monitors are developed to be highly fault tolerant with multiple levels of redundancy, and that support good quality measurements even in the event of individual internal component failures. As such they are particularly useful in LMICs situations where resources to repair faulty equipment are often lacking. The monitors are also supported by a freely licensed, fully open source set of resources for both the physical engineering (drawings, parts lists, etc.) and software (C++/P 
Type Of Technology Detection Devices 
Year Produced 2020 
Impact We are engaging with decision makers in West Africa to establish the most effective use of these monitors for city level air quality management 
 
Description Stakeholder workshop 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact In September 2020 we held a virtual launch workshop for the project that included representatives from Ghana EPA, University of Lome and University of Houpheout-Boigny as well as other interested practitioners not directly involved in the project. The workshop focused on how the emission assessment and low-cost monitoring could be rolled out across the three west African countries.
Year(s) Of Engagement Activity 2022