Experimental study of atmospheric stratification in environmental flows (StratEnFlo)
Lead Research Organisation:
University of Surrey
Department Name: Mechanical Engineering Sciences
Abstract
Poor urban air quality and the threat of terrorist attacks by spreading hazardous substances in cities are a real concern for everyone. In order to prevent health hazards and to plan emergency procedures effectively, we need to be able to predict and simulate how gases and particles spread. A number of mathematical models currently exist that are able to simulate flow and dispersion with reasonable speed and accuracy at the required small scales, however there are still huge gaps in our knowledge and these models do not work well in all conditions. One of the main problems that current models display is in the way they treat atmospheric stratification. The proposed research will tackle this problem and will establish the role of thermal stratification in flow and dispersion in urban areas.
Stratification is common in environmental flows. This is due, for example, to variations in temperature and humidity with height in the atmosphere, or to variations in temperatures and salinity in the oceans. Neutral atmospheric stratification is characterised by an adiabatic profile of potential temperature, meaning that vertical motions of fluid particles are neither amplified nor damped. On the other hand, vertical movements are enhanced in unstable stratification, while stable flows are characterised by attenuated vertical motion.
Although stratification plays a very important role in atmospheric flow and dispersion, the vast majority of studies focus only on neutral flows, mainly because they are simpler to treat either experimentally or numerically. The proposed research aims to start bridging this gap using one of the very few facilities in Europe, or for that matter the world, that is capable of simulating non-neutral atmospheric boundary layer flows.
In meteorology and in mesoscale air quality models, stratification is an important feature, with parametrisations that are usually accurate enough to capture the main behaviour of the flow in different conditions of stability. At smaller scales, however, these relatively simple parametrisations are inadequate. While other small scale features, such as local geometry, may also become more important in determining flow conditions at such scales, stratification plays a significant role.
The prevalence of non-neutral atmospheric stratification (either stable or unstable) is well known, and a number of studies have highlighted the important effects this has on flow and dispersion. Systematic laboratory studies, however, are very rare, due to the complexity of the physical system to be studied and the very few facilities in the world capable of simulating a deep, non-neutral boundary layer. Because of this lack of experimental data-sets, most current mathematical parametrisations that account for this very important effect were developed using data from neutral test cases, sparse and rather uncertain field measurements, and some theoretical reasoning. The capabilities of the EnFlo laboratory offer a unique opportunity to bridge this gap in current models.
The main purpose of the proposed research is to establish the role of thermal stratification, both external and local, on flow and dispersion within an array of building-like obstacles. Experimental methodologies to simulate these issues will also be refined and further developed, as no established procedures and strategies currently exist. The principal outcome of the work will be a better understanding of the physics of this kind of atmospheric flow, focussing mainly in flow and pollutant dispersion within the urban canopy (particularly below roof level). A systematic experimental database on flow and dispersion in non-neutral flows will be produced. The data-set will help develop parametrisations and mathematical models able to predict atmospheric flow and dispersion at small scales more reliably, for example in urban areas or in wind farms.
Stratification is common in environmental flows. This is due, for example, to variations in temperature and humidity with height in the atmosphere, or to variations in temperatures and salinity in the oceans. Neutral atmospheric stratification is characterised by an adiabatic profile of potential temperature, meaning that vertical motions of fluid particles are neither amplified nor damped. On the other hand, vertical movements are enhanced in unstable stratification, while stable flows are characterised by attenuated vertical motion.
Although stratification plays a very important role in atmospheric flow and dispersion, the vast majority of studies focus only on neutral flows, mainly because they are simpler to treat either experimentally or numerically. The proposed research aims to start bridging this gap using one of the very few facilities in Europe, or for that matter the world, that is capable of simulating non-neutral atmospheric boundary layer flows.
In meteorology and in mesoscale air quality models, stratification is an important feature, with parametrisations that are usually accurate enough to capture the main behaviour of the flow in different conditions of stability. At smaller scales, however, these relatively simple parametrisations are inadequate. While other small scale features, such as local geometry, may also become more important in determining flow conditions at such scales, stratification plays a significant role.
The prevalence of non-neutral atmospheric stratification (either stable or unstable) is well known, and a number of studies have highlighted the important effects this has on flow and dispersion. Systematic laboratory studies, however, are very rare, due to the complexity of the physical system to be studied and the very few facilities in the world capable of simulating a deep, non-neutral boundary layer. Because of this lack of experimental data-sets, most current mathematical parametrisations that account for this very important effect were developed using data from neutral test cases, sparse and rather uncertain field measurements, and some theoretical reasoning. The capabilities of the EnFlo laboratory offer a unique opportunity to bridge this gap in current models.
The main purpose of the proposed research is to establish the role of thermal stratification, both external and local, on flow and dispersion within an array of building-like obstacles. Experimental methodologies to simulate these issues will also be refined and further developed, as no established procedures and strategies currently exist. The principal outcome of the work will be a better understanding of the physics of this kind of atmospheric flow, focussing mainly in flow and pollutant dispersion within the urban canopy (particularly below roof level). A systematic experimental database on flow and dispersion in non-neutral flows will be produced. The data-set will help develop parametrisations and mathematical models able to predict atmospheric flow and dispersion at small scales more reliably, for example in urban areas or in wind farms.
Planned Impact
This project will improve our understanding of the effects of boundary layer stratification on flow and dispersion, with the main focus on urban areas. Despite its importance in environmental science, the subject has but rarely been studied experimentally in the controlled environment of a laboratory. Experimental studies will be key in developing and enhancing our knowledge of the physical processes at play in non-neutral atmospheric flows when they interact with a complex environment such as a dense urban area. There are, of course, parallels in other branches of engineering, such as cooling air flow over circuit boards.
A better understanding of stratified flows in urban areas and the high quality experimental data from this project will help validate current mathematical models and develop new modelling strategies. This will improve the accuracy of air quality and emergency response models. Another useful outcome of the project will be the development of a suitable methodology for simulating stable and unstable boundary layers in a wind tunnel, standardising and improving ad-hoc current practice.
In the medium term, the main beneficiaries of knowledge arising from this research and the improved models will be organisations and individuals involved in air quality management, modelling and monitoring. This group includes Local Authorities, Environment Agencies, DEFRA, the Met Office, BRE, the HPA and the HSE. The added knowledge concerning stratification in urban areas will help improving the resolution and reliability of the mathematical models currently used for urban areas. The design of fixed monitoring networks will also be improved and optimised using the new knowledge. Other areas will also benefit from the improved understanding of non-neutral atmospheric flows, in particular the wind power sector, where stratified flows have a large impact, particularly off-shore.
Although model improvement fits particularly the needs of the air quality modelling and wind power communities, the project outputs apply equally well to the emergency response community. Another group of beneficiaries can therefore be identified that includes some of the above (in particular, the HPA, HSE and Met Office), plus DSTL and the Home Office in the UK, and, for example, FFI internationally. Their benefits will lie largely in the use of improved tools for planning and managing emergency response.
An additional group of direct users can be identified as dispersion model developers, who would benefit from the high quality experimental data on stratified flows and would be able to better validate and improve their models. For example, CERC Ltd. (developer of ADMS and ADMS-Urban models) and, again, DSTL (developer of the UDM model), the Met Office (developer of the NAME-III model) and Ecole Centrale de Lyon (SIRANE model), who have both collaborated with EnFlo in the past in model development work, are potential organisations for exploitation of the outputs of the proposed research.
In the longer term, urban planners will be assisted by the enhanced modelling methods in assessing the impact of newly (re)designed urban areas on air pollution, pedestrian wind comfort and heat island mitigation. The detailed study of local stratification will also assist microclimate evaluations.
As detailed in the Academic Beneficiaries section, there a number of fruitful interactions with other projects and research groups in the UK and elsewhere. The work carried out during this project will lay a good foundation for future research and collaborations, enabling developments in this and related research fields.
Experimental facilities capable of simulating non-neutral flows are rare in the world and those at EnFlo are unique in the UK in this regard. This project will exploit this capability in full and help the UK maintain its leading role within the environmental fluid dynamics and wind engineering international communities.
A better understanding of stratified flows in urban areas and the high quality experimental data from this project will help validate current mathematical models and develop new modelling strategies. This will improve the accuracy of air quality and emergency response models. Another useful outcome of the project will be the development of a suitable methodology for simulating stable and unstable boundary layers in a wind tunnel, standardising and improving ad-hoc current practice.
In the medium term, the main beneficiaries of knowledge arising from this research and the improved models will be organisations and individuals involved in air quality management, modelling and monitoring. This group includes Local Authorities, Environment Agencies, DEFRA, the Met Office, BRE, the HPA and the HSE. The added knowledge concerning stratification in urban areas will help improving the resolution and reliability of the mathematical models currently used for urban areas. The design of fixed monitoring networks will also be improved and optimised using the new knowledge. Other areas will also benefit from the improved understanding of non-neutral atmospheric flows, in particular the wind power sector, where stratified flows have a large impact, particularly off-shore.
Although model improvement fits particularly the needs of the air quality modelling and wind power communities, the project outputs apply equally well to the emergency response community. Another group of beneficiaries can therefore be identified that includes some of the above (in particular, the HPA, HSE and Met Office), plus DSTL and the Home Office in the UK, and, for example, FFI internationally. Their benefits will lie largely in the use of improved tools for planning and managing emergency response.
An additional group of direct users can be identified as dispersion model developers, who would benefit from the high quality experimental data on stratified flows and would be able to better validate and improve their models. For example, CERC Ltd. (developer of ADMS and ADMS-Urban models) and, again, DSTL (developer of the UDM model), the Met Office (developer of the NAME-III model) and Ecole Centrale de Lyon (SIRANE model), who have both collaborated with EnFlo in the past in model development work, are potential organisations for exploitation of the outputs of the proposed research.
In the longer term, urban planners will be assisted by the enhanced modelling methods in assessing the impact of newly (re)designed urban areas on air pollution, pedestrian wind comfort and heat island mitigation. The detailed study of local stratification will also assist microclimate evaluations.
As detailed in the Academic Beneficiaries section, there a number of fruitful interactions with other projects and research groups in the UK and elsewhere. The work carried out during this project will lay a good foundation for future research and collaborations, enabling developments in this and related research fields.
Experimental facilities capable of simulating non-neutral flows are rare in the world and those at EnFlo are unique in the UK in this regard. This project will exploit this capability in full and help the UK maintain its leading role within the environmental fluid dynamics and wind engineering international communities.
Organisations
People |
ORCID iD |
Matteo Carpentieri (Principal Investigator) |
Publications
Barlow J
(2017)
Developing a Research Strategy to Better Understand, Observe, and Simulate Urban Atmospheric Processes at Kilometer to Subkilometer Scales
in Bulletin of the American Meteorological Society
Marucci D
(2018)
On the simulation of thick non-neutral boundary layers for urban studies in a wind tunnel
in International Journal of Heat and Fluid Flow
Marucci D
(2020)
Stable and convective boundary-layer flows in an urban array
in Journal of Wind Engineering and Industrial Aerodynamics
Marucci D
(2019)
Effect of local and upwind stratification on flow and dispersion inside and above a bi-dimensional street canyon
in Building and Environment
Marucci D
(2020)
Dispersion in an array of buildings in stable and convective atmospheric conditions
in Atmospheric Environment
Robins A
(2017)
Between the idea and the reality
Description | The project was roughly divided in three phases. In phase 1 an experimental methodology to simulate non-neutral stratified atmospheric flows in the EnFlo wind tunnel was developed. Simulating non-neutral flows in a wind tunnel is not trivial and currently there are only a few laboratories in the world even capable of doing it. There were a few previous attempts in the past, but most of the previous research focussed either on marine boundary layers (relevant for offshore wind farms, for example) or on shallow boundary layers, good to study their overall behaviour and their interaction with the free-stream. In order to study flow and pollutant dispersion in urban areas in non-neutral conditions (never attempted in the past), a new wind tunnel methodology had to be developed for producing thick boundary layers. The first StratEnFlo experimental campaign was designed for that purpose. Different stable and unstable boundary layers were generated in the wind tunnel through the combined use of Irwin spires, roughness elements on the wind tunnel floor, inlet heaters, floor heating or cooling. The influence of the different elements mentioned above on the generated boundary layer was investigated as well as different stratification levels. Reynolds number independence was also verified by changing the wind tunnel speed while keeping the same stratification level (measured through the bulk Richardson number). For the stable boundary layer case, different levels of stratification produced modifications in the turbulence profiles of the lower half of the boundary layer, but little or no change in the region above. The same can be said for the effect of the surface roughness, whose reduction was found to produce results similar to what observed after an increase in the stratification. The results were also in reasonably good agreement with available field measurements. The methodology developed proved viable for urban studies, even though further research is needed to properly simulate the stronger stable stratification cases (even though this might not be very relevan in an urban context, as a strong stable atmosphere is not very common in cities). For the simulation of a convective (unstable) boundary layer, great attention was given to the flow uniformity inside the test section. The selection of a non-uniform inlet temperature profile was in this case found not as determinant as for the stable boundary layer to improve the longitudinal uniformity, while the application of a calibrated capping inversion considerably improved the lateral uniformity. The measured profiles did not seem to be influenced by roughness suggesting that changes of roughness produce only local effects in the generated boundary layer. In phase 2 of the project, the methodology developed in phase 1 was used to study flow and dispersion within an urban-like building array. One of the main reasons used in the past to justify the lack of experimental studies on non-neutral conditions in urban areas was that it was believed that the presence of the buildings and the increased mechanical turbulence would destroy the effects of the approaching stratified flow. This second experimental campaign showed that this is not the case. The incoming (weakly) stable and unstable boundary layers affected pollutant dispersion within and above a urban canopy quite significantly. The main modifications observed were in the vertical spread of the plume, but a small impact was also observed in the lateral spread. Phase 3 experiments investigated the interaction between the incoming stratification and local heating, a situation that is very common in urban areas where local surfaces are quicker to respond to changes in temperature than the incoming atmospheric flow. An experimental methodology to include local effect was perfected, using the dispersion from a point source release in an idealised street canyon as a case study. Different patterns of local stratification were investigated, heating independently the leeward sidem the windward side and the ground surface of the street canyon. The measurements highlighted the fact that both incoming stratification and local effects are important (to different degrees, depending on their strength) when dealing with dispersion and ventilation in urban streets. |
Exploitation Route | Given the fact that the results confirmed the importance of studying local and incoming stratification effects in urban areas, the methodology developed can be used by other laboratories or to design newer and more capable wind tunnels. The datasets produced are being used by other academics, in particular those engaging in numerical simulations. The methodology will be used to study stratification effects in a London neighbourhood within the MAGIC project (EPSRC EP/N010221/1) and the FUTURE project (EPSRC EP/V010921/1). Given the results confirmed the importance of stratification, there is a need of further fundamental studies on dispersion under non-neutral conditions in stratified flows. Also, the interaction between local and incoming stratification proved to be very complex and there is scope for further research. Follow-up proposals for research grants and PhD projects are being finalised. Further uses of the results and methodology developed might become apparante in the next few months as findings are being disseminated both to the scientific community and stakeholder organisations. |
Sectors | Aerospace, Defence and Marine,Energy,Environment |
Description | ASSURE: Across-Scale processeS in URban Environments |
Amount | £392,649 (GBP) |
Funding ID | NE/W002825/1 |
Organisation | Natural Environment Research Council |
Sector | Public |
Country | United Kingdom |
Start | 12/2021 |
End | 11/2025 |
Description | Developing an urban canopy model for improved weather forecasts in cities |
Amount | £100,000 (GBP) |
Funding ID | 2435701 |
Organisation | Natural Environment Research Council |
Sector | Public |
Country | United Kingdom |
Start | 09/2020 |
End | 03/2024 |
Description | Fluid dynamics of Urban Tall-building clUsters for Resilient built Environments (FUTURE) |
Amount | £559,407 (GBP) |
Funding ID | EP/V010921/1 |
Organisation | Engineering and Physical Sciences Research Council (EPSRC) |
Sector | Public |
Country | United Kingdom |
Start | 01/2021 |
End | 12/2023 |
Description | The Smart Cube: a national calibration standard for urban canopy flows |
Amount | £138,680 (GBP) |
Funding ID | NE/T009101/1 |
Organisation | Natural Environment Research Council |
Sector | Public |
Country | United Kingdom |
Start | 09/2019 |
End | 03/2020 |
Title | Array of buildings with incoming stratification |
Description | Experimental study of the influence of incoming stratification on flow and dispersion in an array of rectangular buildings |
Type Of Material | Database/Collection of data |
Year Produced | 2019 |
Provided To Others? | Yes |
Impact | Being used in ongoing collaborations to validate CFD models |
URL | https://figshare.com/articles/Array_of_buildings_with_incoming_stratification/8320007 |
Title | Boundary layer generation |
Description | Generating stratified non-neutral flows in a wind tunnel - full dataset. Mode details available from DOI: 10.6084/m9.figshare.5993572 |
Type Of Material | Database/Collection of data |
Year Produced | 2018 |
Provided To Others? | Yes |
Impact | Development of the methodology that enabled the study of non-neutral stratified flows in the EnFlo wind tunnel and might be reproduced in other wind tunnels as well (provided they are capable of controlling temperatures at the inlet and on the surfaces of the wind tunnel). |
URL | https://doi.org/10.6084/m9.figshare.5993572 |
Title | Local and incoming stratification |
Description | Experimental study on the influence of local stratification vs. incoming stratification on a wind tunnel model of an isolated street canyon in terms of flow and pollutant dispersion. Full dataset. |
Type Of Material | Database/Collection of data |
Year Produced | 2019 |
Provided To Others? | Yes |
Impact | Being used in ongoing collaborations to validate CFD models. DOI: 10.6084/m9.figshare.7804454 |
URL | https://doi.org/10.6084/m9.figshare.7804454 |
Description | Collaboration with the MAGIC project |
Organisation | Imperial College London |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Presenting StratEnFlo results at MAGIC meetings. Exploring possible collaborations. |
Collaborator Contribution | Getting feedback and exploring possible collaborations. |
Impact | Paper (Song et al. 2018) |
Start Year | 2016 |
Description | Collaboration with the MAGIC project |
Organisation | University of Cambridge |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Presenting StratEnFlo results at MAGIC meetings. Exploring possible collaborations. |
Collaborator Contribution | Getting feedback and exploring possible collaborations. |
Impact | Paper (Song et al. 2018) |
Start Year | 2016 |
Description | Fundamental study on plume dispersion in stratified flows |
Organisation | Ecole Centrale de Lyon |
Country | France |
Sector | Academic/University |
PI Contribution | Supervision of a visiting researcher in the EnFlo lab at Surrey. Designing experiments and planning. Contributing to research papers. Drafting research bids. |
Collaborator Contribution | Funding and recruiting visiting researcher. Drafting research papers, contributing to experimental planning and research bids. |
Impact | None yet. A paper is in advanced stage of preparation. Another one is planned. |
Start Year | 2020 |
Description | Numerical simulations on stratified flows |
Organisation | University of Southampton |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Experimental dataset produced during phase 2 of the StratEnFlo project (flow and dispersion through an urban-like array) |
Collaborator Contribution | Numerical simulations were carried out by a PhD student at the University of Southampton, using the test case investigated during phase 2 of the StratEnFlo project. |
Impact | An unsuccessful grant proposal, building on this collaboration, has been submitted to EPSRC. Paper published, based on the data produced in this project: V Sessa, ZT Xie, S Herring (2020), "Thermal stratification effects on turbulence and dispersion in internal and external boundary layers", Boundary-Layer Meteorology 176, 61-83 |
Start Year | 2017 |
Description | PhD co-supervision George Gunn |
Organisation | Meteorological Office UK |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Co-supervision of PhD student George Gunn, project "Developing an urban canopy model for improved weather forecasts in cities" Main supervisor: Prof Janet Barlow (Reading) Co-supervisors: Dr Matteo Carpentieri (Surrey), Dr Omduth Coceal (Reading), Dr Humphrey Lean (Met Office), Dr Martin Best (Met Office) Funded by NERC DTP SCENARIO. In particular, supervising student in his wind tunnel work, involving stratified conditions (developed during the StratEnFlo project). Providing access to wind tunnel facility for the experimental work. |
Collaborator Contribution | Co-supervising student. Research cost contribution (£7000) for wind tunnel work. Models developed by partners will be enhanced using the experimental dataset produced. |
Impact | Not yet, PhD project just started. |
Start Year | 2020 |
Description | PhD co-supervision George Gunn |
Organisation | University of Reading |
Department | Department of Meteorology |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Co-supervision of PhD student George Gunn, project "Developing an urban canopy model for improved weather forecasts in cities" Main supervisor: Prof Janet Barlow (Reading) Co-supervisors: Dr Matteo Carpentieri (Surrey), Dr Omduth Coceal (Reading), Dr Humphrey Lean (Met Office), Dr Martin Best (Met Office) Funded by NERC DTP SCENARIO. In particular, supervising student in his wind tunnel work, involving stratified conditions (developed during the StratEnFlo project). Providing access to wind tunnel facility for the experimental work. |
Collaborator Contribution | Co-supervising student. Research cost contribution (£7000) for wind tunnel work. Models developed by partners will be enhanced using the experimental dataset produced. |
Impact | Not yet, PhD project just started. |
Start Year | 2020 |
Description | UK Fluids Network - Special Interest Group in Urban Fluid Mechanics |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | Workshop within the SIG-Urban Fluid Mechanics group, with researchers, academics and professionals interested in the topic. One of the main objectives is to stimulate further collaborations and partnerships. The SIG has started only recently, but there might be future developments. |
Year(s) Of Engagement Activity | 2017 |
URL | https://sites.google.com/view/urbanfluidmechanics |