Simulating urban air pollution in the lab

Lead Research Organisation: University of Southampton
Department Name: Faculty of Engineering & the Environment

Abstract

This project aims at resolving airflow in and around buildings to better understand urban air pollution. According to the World Health Organization (WHO), 80% of people living in urban areas are exposed to unsafe levels of air pollution and with it an increased risk of heart disease, lung cancer, and respiratory disease. This research will study how pollution disperses in urban areas, in order to improve the pollution dispersion models used to make air quality forecasts and that inform urban planning and policy.

Experiments will be conducted on scale models in a controlled laboratory flow facility. The measured flow patterns can then be related to full-scale atmospheric flows, in the same way wind tunnel tests of scale models provide insights to vehicle aerodynamics. The majority of experiments will take place in a water flume facility and passive tracers will be released at key points around the model, as a surrogate for air pollution. The use of the water flume permits the use of advanced laser-based measurement tools that can capture full two-dimensional quantitative images of the dispersion process both at the fine scales near the pollution sources and at the city scale. This is the key feature that differentiates this work from previous wind tunnel and in-situ measurements of dispersion, which are typically limited to point measurements. The fellows is uniquely positioned to conduct these novel spatial measurements due to her expertise with the experimental techniques and her previous background analysing coherent structures and mixing in canonical turbulent shear flows. The University of Southampton is particularly suitable location for this research because of the combination of having a suitable water flume facility as well as the required high-resolution camera and laser systems.

This study is particularly timely as governments focus on improving environmental sustainability and air quality in cities. These results will improve our ability to inform local council and industry on how pollution disperses around the city, aiding them in making decisions impacting financial and environmental sustainability and public health and safety. In addition to these societal impacts, these results will have academic impact by improving meteorological models. Existing dispersion models focus on time-averaged predictions; however, these models struggle to predict spatio-temporal fluctuations and peak exposures, especially near the source. Understanding these dynamics is important for air quality, as even short term exposure to toxic gases and airborne particulate matter can have adverse health impacts. These results will improve our understanding of the underlying physics in order to guide theories and improve models for predicting the dynamics of pollution dispersion in complex urban regions.

Planned Impact

The outcomes of this research will help to improve the air pollution models that scientists, building planners and politicians use to make informed decisions about air pollution. The improvement of these models promises to improve the health and well-being of the population by providing better tools to ensure environmental sustainability in the face of air pollution. The impact of these improvements will be supported through several routes described below:

(1) Engaging with policy makers and industry: Southampton has been named one of the most polluted cities in the UK. This is a major concern for the local city council, Defra, and local industry who strive for financial and environmental sustainability. This is also becoming a concern for the construction industry, who are facing pressure to conduct impact studies for new builds in urban areas. This research will support these end users by providing modelling data useful in developing policy and determining future strategic direction. To support this, the fellow is currently working with colleagues at the UoS who are setting up an air pollution sensor network with the Southampton City Council (Johnston et al. 2018). The results of these experiments will be essential for validating and making sense of the sensor data. Furthermore, preliminary work has also already opened a dialogue with the Associated British Ports (ABP), who are concerned with how their ship traffic impacts air pollution in Southampton. In the future, the fellow will also engage with construction companies such as RWDI and ARUP, who have ties with the UoS, and will build on our network by attending the MAGIC project meetings and the UK Fluids Network Special Interest Group on Urban Flows, which attract national industry and government agencies such as the Met Office and Public Health England.

(2) Engaging with National Defence users: The Defence Science and Technology Laboratory (Dstl) at Porton Down is concerned with understanding the hazard presented by airborne toxic materials in the environment. The data generated from these experiments is ideal for validating the results of their large-eddy simulation models. As a starting point for collaborations, Dstl previously co-supervised an undergraduate feasibility study with CV at Southampton, utilising the experimental methods developed in this project, which was an ideal proof of concept to lay the foundations for further collaborations using this experimental methodology to validate Dstl dispersion models. They are also happy to consult on the design and analysis of these experiments, providing guidance for the fellow and her PhD students.

(3) Outreach: Public engagement with research and related societal issues will also be promoted. One venue for engagement will be the new "Air Pollution Research Network" which was recently set up at the University of Southampton, which brings together modellers with people who will be ultimately using the model outputs, i.e. health scientists, city councillors, lawyers, industry representatives and the public. Another target for public outreach is to develop new exhibits for the university open days, which has in the past attracted over 6000 visitors of all ages. These activities are supported by and aligned with the University of Southampton's aims for research and innovation.
 
Description The primary goal of the fellowship was to make fundamental advancements in our understanding of the physical mechanisms of turbulent dispersion and mixing as it applies to air pollution by using novel scale-model experiments in a controlled laboratory water flume facility. Laser-based measurement tools capture high-fidelity time-resolved quantitative 2D maps of urban wind patterns and the pollution dispersion process both at the fine scales near pollution sources and
at the city scale, tracking fluorescent dye as a proxy for pollution.

One of the objectives was to validate using particle image velocimetry (PIV) simultaneously with planar laser-induced fluorescence (PLIF) to explore the fundamental mechanisms of turbulent scalar transport in a boundary layer. The research group successfully designed and built new flow conditioning to recreate bespoke atmospheric boundary layer conditions. We became the first UK group to use a water flume facility to simulate urban aerodynamics and pollution dispersion. We demonstrated the capability of PIV-PLIF to directly resolve turbulent fluxes over canonical smooth terrain and showed how first-order gradient transport models require anisotropic components that scale with wall-normal position. Following-on from this objective, we then applied these techniques to 3D-print idealised and realistic urban models and to reveal the turbulent phenomena responsible for pollution dispersion. Case studies have included isolated tall buildings, a complex neighbourhood in Beijing and 1:1000 scale model of 1km-square of the Southampton city centre.

The next objective was to apply these experimental techniques to reveal indoor flow patterns and indoor-outdoor exchange. These experiments provided insights to how different regions of indoor flows are dominated by advection versus diffusion with recommendations on choosing appropriate diffusivity coefficient.

Finally, we have compared the experimental measurements against computational models such as Gaussian plume models as well as large eddy simulations with the aim to speed up predictions and provide estimates of modelling uncertainty. The
Exploitation Route The aim of this fellowship was to apply novel laboratory techniques to simulate wind patterns and air pollution in urban areas, improving our capability to model and predict urban air quality. The impact of this work has been in revealing the physical processes that transport air pollution from sources such as road traffic and industry and helping local and national government and industry to make informed decisions on air quality policy.
Sectors Aerospace

Defence and Marine

Environment

 
Description This research fellowship has led to greater involvement with government councils and policy about informing air quality policy decisions impacting environmental sustainability and public health. I contributed to the UK Parliament POSTnote on "Urban Outdoor Air Quality" (POSTNote 691, 2023) that provides evidence for policy makers on the impacts of urban air pollution as well as the DEFRA Air Quality Strategy Consultation (April, 2023). I was invited to talk on the Panel on "Building resilience into the future: Adaptation and Resilience" at the UK Climate Exp0 (17-21 May 2021). Locally, I have developed collaborations with the City of Southampton supervising student projects simulating air quality implications of new transport plans. A significant part of the fellowship involves public engagement where my aim is to highlight that aerodynamics is not only relevant to aeroplanes and race cars and that a diversity of people can work in this field, showcasing "urban aerodynamics" as an emerging field of research and to promote women in STEM. To achieve this, outreach exhibit about urban aerodynamics have been developed for the University of Southampton Science and Engineering Open Days (2022 & 2023) as well as schools outreach.
First Year Of Impact 2021
Sector Aerospace, Defence and Marine,Environment,Transport
Impact Types Societal

Policy & public services

 
Description Air Quality Strategy Consultation on the framework for local authority delivery
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact This air quality strategy sets a framework to enable local authorities to deliver for their communities and contribute to our long-term air quality goals, including new targets for fine particulate matter (PM2.5). It fulfils the statutory requirement under the Environment Act 1995 as amended by the Environment Act 2021 to publish an air quality strategy setting out air quality standards, objectives, and measures for improving ambient air quality. The consultation was launched on the 11 April 2023 and ran for 10 days, closing on 21 April 2023. This document summarises the responses received and how the government will take forward the strategy in light of these responses.
URL https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/1153...
 
Description National Wind Tunnel Facility
Geographic Reach National 
Policy Influence Type Participation in a guidance/advisory committee
Impact The National Wind Tunnel Facility (NWTF) is a group of 23 strategically important wind tunnels distributed across 12 universities throughout the UK. In 2014 EPSRC and ATI invested £13.3m in the development of these facilities to keep the UK at the forefront of aerodynamic and fluid mechanics research. In return, the universities have made the facilities available up to 25% of the time to UK based academic and industry researchers. To date, hundreds of researchers, over 70 UK businesses, and 24 multi-institution projects have made use of the NWTF along with a 3x increase in PhD students, 5x increase in post docs, 40x more test days funded, 10x more tests in tunnels and double the number of research papers. The NWTF ultimately underpins fundamental research impacting society, industry and infrastructure worldwide.
URL https://www.nwtf.ac.uk/
 
Description POSTnote 691: Urban outdoor air quality
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Air pollution is the greatest UK environmental public health threat. This POSTnote updates the 2014 POSTnote on ambient air quality (PN 458) and describes air pollutants, their health impacts and measures to mitigate poor air quality.
URL https://post.parliament.uk/research-briefings/post-pn-0691/
 
Description UK Fluids Network
Geographic Reach National 
Policy Influence Type Participation in a guidance/advisory committee
Impact The aims of the UK Fluids Network are to: - develop cross-institution bottom-up research programs and proposals; - promote links with researchers and organisations in Europe and beyond; - provide resources to the research community worldwide; - act as a broker between UK academics and industry. This is achieved by organising Special Interest Group Meetings, Short Research Visits, a PhD Thesis Competition, an annual Conference, and a photo/video gallery amongst other activities. The network also oversaw the publication of the recent report "Our Fluid Nation - The impact of Fluid Dynamics in the UK" which summarises the economic and societal impact of research in this field and is accessible at https://fluids.ac.uk/files/HARLd4988_single_page.1632404743.pdf
URL https://fluids.ac.uk/
 
Description Breathing City: Future Urban Ventilation Network
Amount £507,945 (GBP)
Funding ID NE/V002082/1 
Organisation Natural Environment Research Council 
Sector Public
Country United Kingdom
Start 08/2020 
End 08/2023
 
Description Experimental investigation of eddy diffusion in indoor spaces
Amount £199,959 (GBP)
Funding ID ICRF2122-5-184 
Organisation Royal Academy of Engineering 
Sector Charity/Non Profit
Country United Kingdom
Start 12/2021 
End 11/2023
 
Description Next Generation Cities (NGC): Development of an improved urban-environment scheme in global and regional models
Amount £29,948,700 (GBP)
Funding ID CHN 19/10 
Organisation Meteorological Office UK 
Sector Academic/University
Country United Kingdom
Start 03/2020 
End 03/2021
 
Title Dataset for "Experimental investigation of scalar dispersion in indoor spaces" 
Description Data supports: H.D. Lim, Timothy G. Foat, Simon T. Parker, Christina Vanderwel, Experimental investigation of scalar dispersion in indoor spaces, Building and Environment, 2024, 111167, ISSN 0360-1323, https://doi.org/10.1016/j.buildenv.2024.111167. (https://www.sciencedirect.com/science/article/pii/S036013232400009X) 
Type Of Material Database/Collection of data 
Year Produced 2024 
Provided To Others? Yes  
Impact This dataset contains PIV-PLIF experimental data for the validation of indoor dispersion models. 
URL https://eprints.soton.ac.uk/486260/
 
Title Dataset for the article entitled "Pollutant dispersion by tall buildings: Laboratory experiments and Large-Eddy Simulation" 
Description Data supports: Lim, H.D., Hertwig, D., Grylls, T., Gough, H., van Reeuwijk, M., Grimmond, S., & Vanderwel, C. (2022). Experiments in Fluids. (DOI: 10.1007/s00348-022-03439-0). This dataset contains PIV-PLIF experimental data in the folder 'Experiments' and numerical simulation data in the folder 'LES'. Within each folder, readme files are provided explaining the data fields and how to interpret them. The data files are in .mat format. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact This data supports the outputs published in Lim, H.D., Hertwig, D., Grylls, T., Gough, H., van Reeuwijk, M., Grimmond, S., & Vanderwel, C. (2022). "Pollutant dispersion by tall buildings: Laboratory experiments and Large-Eddy Simulation" Experiments in Fluids. (DOI: 10.1007/s00348-022-03439-0). 
URL http://eprints.soton.ac.uk/id/eprint/456947
 
Title Dataset supporting the publication "Turbulent dispersion of a passive scalar in a smooth-wall turbulent boundary layer" 
Description Dataset supporting the publication "Turbulent dispersion of a passive scalar in a smooth-wall turbulent boundary layer" by Lim, H.D. & Vanderwel, C. (2023) in Journal of Fluid Mechanics. 
Type Of Material Database/Collection of data 
Year Produced 2023 
Provided To Others? Yes  
Impact This dataset contains data files supporting the figures in the manuscript in .mat format. This includes maps of the mean and turbulent properties of scalar dispersion in the boundary layer. 
URL https://eprints.soton.ac.uk/481696/
 
Title Dataset: Water-flume model geometries of a tall-building cluster in Beijing 
Description This dataset contains CAD drawings (.stl files) of five geometry variations of a cluster of tall buildings in Beijing. The dimensions are in model scale (S1 = 1:2400; S2 = 1:4800) and have units of mm. The models were used in water-flume experiments at the University of Southampton in collaboration with the University of Reading (flow and concentration measurements). This repository contains: wf_geometry_readme.pdf : Meta information and description of data in 'wf_geometry.zip' wf_geometry.zip : model drawings (.stl files) 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact Data supports: Lim, H.D., Hertwig, D., Grylls, T., Gough, H., van Reeuwijk, M., Grimmond, S., & Vanderwel, C. (2022). "Pollutant dispersion by tall buildings: Laboratory experiments and Large-Eddy Simulation" Experiments in Fluids. (DOI: 10.1007/s00348-022-03439-0). 
URL https://zenodo.org/record/3768762
 
Description Low Carbon Comfort Centre of Excellence 
Organisation University of Southampton
Department School of Electronics and Computer Science Southampton
Country United Kingdom 
Sector Academic/University 
PI Contribution The low carbon comfort centre of excellence is a joint interdisciplinary collaboration between Stephanie Gauthier (Civil Engineering), Sebastien Stein (Electronics and Computer Science), and Christina Vanderwel (Aerospace Engineering) within the University of Southampton. Within the net-zero transition, buildings need to completely decarbonise comfort by 2050 yet deep retrofit at scale is unlikely. This centre of excellence aims to understand how low-carbon comfort can be delivered at scale at least cost. My research team contributes expertise on indoor and outdoor air pollution prediction.
Collaborator Contribution The centre of excellence is a catalyst for interdisciplinary research supporting building decarbonisation. The centre supports internships and student projects as well as engagement opportunities in this field.
Impact 10.1109/ISC255366.2022.9922474
Start Year 2022
 
Description Australasian Fluid Mechanics Seminar Series 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact I was an invited speaker for the Australasian Fluid Mechanics Seminar Series on 09/06/2021. I was able to present my research and my fellowship activities via an online seminar to an international audience. The talk was recorded and has since gained over 200 views on YouTube (https://youtu.be/rwkcX8n1clM). The seminar increased the exposure of my research and solicited follow up questions from past and potential new collaborators.
Year(s) Of Engagement Activity 2021
URL http://www.afms.org.au/events.html#Webinars
 
Description Climate Exp0 panel discussion 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact I was invited to contribute to a panel discussion as part of the Climate Exp0 conference which took place virtually from the 21st-25th May 2021 as a lead up to the COP26 event in Glasgow in 2021. The panel discussion involved a 1-hour round table session on the topic of "Building resilience into the future: adaption and resilience" as part of the Adaptation and Resilience theme day. I was able to highlight my research on urban air pollution and my fellowship activities and comment on the importance of managing resources efficiently and sustainably to adapt to and mitigate climate change. The Climate Exp0 marked a unique occasion at which global policymakers, academics, practitioners, students and members of the public gathered together to collaborate, share and debate climate change policy, influencing and impacting the COP26 negotiations in November 2021.
Year(s) Of Engagement Activity 2021
URL https://www.cambridge.org/engage/coe/article-details/60cfb0adafe54fb931a43aaf
 
Description Featured on Twitter by AeroDynamic Women (@AeroWomen) 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Was invited to submit a one-page bio/Q&A about my research and my experience as a Woman in the field of Aerodynamics. The bio was published on Twitter by AeroDynamic Women (@AeroWomen) on Mar 31, 2020 and was "liked" 44 times. This account has over 2000 followers and aims to support E,D&I in the field of aerodynamics.
Year(s) Of Engagement Activity 2020
URL https://twitter.com/AeroWomen/status/1244926768844324865?ref_src=twsrc%5Etfw%7Ctwcamp%5Etweetembed%7...
 
Description Invited Seminar (Future Urban Ventilation Network) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact 05/07/2022 12.00-13.00 BST. Dr. Christina Vanderwel. Associate Professor and UKRI Future Leaders Fellow in the Aerodynamics and Astronautics Department at the University of Southampton. 'Scale model experiments of urban aerodynamics and air pollution'.
Year(s) Of Engagement Activity 2022
URL https://youtu.be/5eIBktktpjg
 
Description Primary Engineers School Visit (Redbridge School) 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact Visit to a secondary school to talk about Careers in Engineering and research in aerodynamics in support of the Primary Engineers "If you were an engineer, what would you do?" programme.
Year(s) Of Engagement Activity 2023
URL https://www.redbridgecommunityschool.com/uncategorized/if-i-were-an-engineer/
 
Description University of Southampton Science and Engineering Open Day 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact Southampton Science and Engineering Festival (SOTSEF) is the University of Southampton's annual award-winning interdisciplinary science festival that allows everyone to explore and discover what the world of STEAM (Science, Technology, Engineering, Arts and Mathematics) has to offer. Science and Engineering Day is a free family-friendly event packed with interactive activities and laboratory tours.

I helped organised organise the aerodynamics exhibits which were visited by several hundred visitors of all ages, which helped bring awareness of the different applications of aerodynamics.
Year(s) Of Engagement Activity 2022,2023,2024
URL https://www.sotsef.co.uk/