Getting the numbers right and getting the right numbers: quantifying the embodied carbon of building structures

Lead Research Organisation: Edinburgh Napier University
Department Name: School of Eng and the Built Environment

Abstract

The buildings we live in, work in, and shop in all contribute to the UK's carbon emissions. In fact, they account for more than 40% of the total national emissions.

These emissions can be divided between operational and embodied emissions. The operational emissions are those related to running the building (e.g. heating, lighting) whereas the embodied emissions are those occurred in every activity necessary to extract and manufacture the raw materials, transport them on site, and assemble and maintain them up to the end of life disposal.
Embodied carbon emissions have a peculiar characteristic: once they have been emitted in the atmosphere there is no way back. Any intervention, even if beneficial in the future, instantly provokes an increase of the embodied carbon. This is why embodied carbon is so important: we need to reduce embodied emissions now or we simply will not be able to do it in the future.

The majority of the embodied emissions in buildings are often related to the building structure. This is because the structure generally takes up most of the building's total mass, and it is often made of materials that require a lot of energy (and therefore emit a lot of carbon) to be produced. It is therefore imperative to measure correctly the embodied carbon of building structures, in order to understand where the opportunities for carbon mitigation are and how to access the untapped reduction potential.

The project will seek to answer the following questions:

I. How do different materials affect the whole life carbon emissions of building structures?

II. What are the whole life carbon emissions of building structures for different building types in the UK?

This project will establish how different structural materials affect the whole life carbon emissions of building structures through rigorous numerical assessments across the main building types in the UK (i.e. residential, non-domestic). This shall move us away from the current 'sentimental' discourse over how green a material is to allow to choose the material with the lowest environmental impact over a building's life cycle for the specific project at hand. The aim is not therefore to promote one material over the others but rather to allow for informed decisions based on comparable assessments of the different materials by looking at the correct comparative unit, i.e. the building structure within a given building type.

The project will collect primary data from industry where no robust information is available on the carbon emissions of the different materials across their whole life cycle, and will adopt stochastic modelling and uncertainty analysis to produce probability distributions of the likely carbon emissions. This will contribute to superseding the current deterministic mind-set, which results in single-value assessments that are of very little use. The findings will be published as guidance to architects and designers, planners and policy-makers, and in the professional press, as well as in academic papers.

Planned Impact

The major output of this research will be represented by robust and detailed assessments of the embodied carbon of building structures. While this is certainly beneficial to the UK wider construction industry, it can also contribute towards evidence based policy-making as well as influencing legislation and building regulations.

Organisations and professional bodies such as the UK Green Building Council (UKGBC) and the Royal Institution of Chartered Surveyors (RICS) will be informed of the outcome of the research and this will spur opportunities for partnerships in terms of data storage and distribution. Both have shown a great deal of attention and interest in embodied carbon, the last evidence of which has been the publication of an embodied carbon guidance for clients (UKGBC) and a professional statement for embodied carbon calculation (RICS - forthcoming in August 2017).

In addition to these two national bodies, the findings from the research could also inform and feed in international building rating schemes such as BREEAM (Building Research Establishment Environmental Assessment Method) and LEED (Leadership in Energy and Environmental Design). Both schemes have understood the importance of embodied carbon assessments and it is foreseen that whole life carbon analysis will become the norm for these building rating schemes in the future.

Industry, and therefore the UK economy, will also and greatly benefit from this research. The UK construction sector lags behind in terms of environmental impact assessment of its buildings, and this is demonstrated by the low number of Environmental Product Declarations (EPDs) available in the UK compared to the leading-countries in Europe such as Germany, France, Norway and Sweden. The availability of data, and in particular of robust and reliable data, will facilitate a quicker and wider uptake of whole life carbon assessment of buildings, which will also enable UK construction firms to compete at a better level in Europe. Moreover, both BREEAM and LEED increasingly require embodied and whole life carbon assessments as a means to get extra credits to increase the building's rating. If UK practitioners cannot offer these services to obtain such credits clients will look elsewhere.

Given the PI's involvement in the Annex 72 project of the International Energy Agency (Life Cycle Environmental Impacts Caused by Buildings), this project also has the opportunity of informing and shaping construction practices in all other participating countries to the Annex 72.

Lastly, but by no means least important, is the societal contribution towards environmental sustainability and global warming and climate change mitigation. By identifying building structures with a truly lower embodied carbon compared to others over a whole-life perspective there is great potential of actually reducing their carbon emissions. If such reduction is even just 1% of the current embodied emissions of buildings it could lead to the overall reduction of over 1,000,000 tonnes/CO2 year. In terms of CO2 savings, this is the equivalent of removing 210,000 cars from the road every year, according to figures from the US Environmental Protection Agency.

Publications

10 25 50
 
Title Water, Energy, Carbon dioxide footprints of the Construction Sectors of India, Italy, South Africa and the United Kingdom 
Description These infographics summarise the results of the analysis of the water footprint of the construction sectors of India, Italy, South Africa and the UK, conducted in the journal article (see link below). The infographics represent(1) a heatmap of the breakdown of the water, energy and carbon dioxide footprints of the construction sectors for each country(2) the contribution of each country to the water footprint of the construction industry of India, Italy, South Africa and the UK.(3) the product layer decomposition of the water footprint of each construction industry, by stage of the supply chain.All results are based on data from the Eora database and use the pyspa python package. 
Type Of Art Image 
Year Produced 2022 
URL https://figshare.com/articles/figure/Water_Energy_Carbon_dioxide_footprints_of_the_Construction_Sect...
 
Title Water, Energy, Carbon dioxide footprints of the Construction Sectors of India, Italy, South Africa and the United Kingdom 
Description These infographics summarise the results of the analysis of the water footprint of the construction sectors of India, Italy, South Africa and the UK, conducted in the journal article (see link below). The infographics represent(1) a heatmap of the breakdown of the water, energy and carbon dioxide footprints of the construction sectors for each country(2) the contribution of each country to the water footprint of the construction industry of India, Italy, South Africa and the UK.(3) the product layer decomposition of the water footprint of each construction industry, by stage of the supply chain.All results are based on data from the Eora database and use the pyspa python package. 
Type Of Art Image 
Year Produced 2022 
URL https://figshare.com/articles/figure/Water_Energy_Carbon_dioxide_footprints_of_the_Construction_Sect...
 
Description The following findings are subject to final publication, as one of the outputs is still going through the publication process (just been accepted pending minor reviews in the Journal of Industrial Ecology though).

The research has established a transparent and replicable method for making like-for-like comparisons of whole life carbon emissions between building structures made from different structural materials. Through the application of this method to a substantial set of building structural design criteria derived from construction industry data concerning residential housing projects (building dimensions - externally and internally, floor loads, façade load, etc.), we have developed a picture of what the influences on whole life carbon emissions are for three different structural typologies: steel frame, reinforced concrete frame, and engineered timber frame.

We have found that the WLEC of timber-frame structures is consistently and substantially lower than that for the other two structural typologies, per square metre of floor space. On average, despite being heavier, concrete structures have somewhat lower WLEC than steel structures, although there is overlap between the data sets, so that the better steel designs have considerably lower WLEC than the poorer concrete ones.

There is a clear positive correlation between building height and normalised WLEC per floor area in the building height range studied (2 to 20 storeys).

For the steel and concrete structures, more than 80% of the WLEC is attributable to the 'product stage', i.e. the environmental costs are incurred during the manufacture of the various components of the structure, before they get to site. For the engineered timber structure, the corresponding figure is around 50%, with most of the remaining cost being incurred if and when the structural material is transferred to - and breaks down in - landfill. Using more favourable assumptions about the fate of timber in landfill, or about the final destination of the timber (e.g. energy recovery) would result in even lower numbers for the WLEC of timber structures relative to concrete and steel.
Exploitation Route The findings, once the project is completed and results are published and disseminated, will benefit industry, policy and academia. Specifically:

- industrial stakeholders will finally have a thorough, transparent, comparative, and broad analysis of different structural typologies in the UK. This is unprecedented as existing studies either compare 'apples' and 'pears' (e.g. different system boundaries, or data sourced from different years and geographical contexts), or focus on single case studies (therefore not allowing for an easy generalisation of the findings).
- policymakers will be better equipped if they want to promote specific building/construction solutions, particularly in light of the Committee for Climate Change report on how unfit for the future UK homes are. A virtuous example in this respect is the London Environment Plan which encourages whole-life approaches in analysing and assessing the sustainability of buildings and construction. The evidence base from this research will therefore support and accelerate these emerging policy efforts.
- academics will have a solid basis to build upon to, for instance, investigate to what extent our findings hold true in contexts different from the UK or to extend the like-for-like comparison beyond the structural system only and include facades, roofs, foundations, etc.
Sectors Construction,Environment,Government, Democracy and Justice

 
Description Several non-academic impacts have materialised. Significantly, one of the project outputs so far is a tool developed as a plug-in for the Rhinoceros drawing software. The tool is freely and publicly available and it has been already downloaded ~700 times (available at: https://www.food4rhino.com/app/beetle2). We received excellent feedback from practitioners using it in the UK, Europe and the US and have given demonstration of the tools to world-leading innovative companies such as WSP and Expedition Engineering. Most recently, we complemented the existing tool with an artificially intelligent algorithm that bypasses the computationally expensive finite element analysis and offers real-time decision support to users with visual representation of building structures and estimates of whole life carbon emissions. This new tool has been designed for, and made available freely to, SketchUp users (https://extensions.sketchup.com/extension/ea10bea3-f546-4e56-8c30-275d8723839a/beetle2). Additionally, in terms of public outreach and knowledge transfer the PI has reported on the ongoing activities of the research, and its preliminary findings, at an event organised by the UK Green Building Council themes around: "Advancing Net Zero: next steps in holistic carbon reductions" which took place in April 2018 in London and for which Dr Pomponi was one of the key speakers (available at: https://www.ukgbc.org/events/carbon-supply-chains-built-environment-assets/). The event was attended by over 50 people from industry and provided an excellent platform to disseminate the research and its initial findings as well as to receive input from industry over their needs and challenges. Lastly, Dr Pomponi engaged with the wider public through an article written for 'The Conversation' titled "So much for COP23 - there's a whole class of carbon emissions we're totally ignoring" (available at: https://theconversation.com/so-much-for-cop23-theres-a-whole-class-of-carbon-emissions-were-totally-ignoring-87544)which has been read over 15,000 times and republished by the World Economic Forum - among others. Additionally, the newly published Embodied Carbon Primer by the London Energy Transformation Initiative (a voluntary collective of hundreds of built environment professionals) solidly builds on work by the PI which forms a substantial part of the recommended reading. Lastly, the work done in this grant has underpinned part of the work behind Scotland's Embodied Carbon Roadmap (published in March 2020), for which the PI is the lead author.
First Year Of Impact 2018
Sector Construction,Digital/Communication/Information Technologies (including Software),Environment,Government, Democracy and Justice
Impact Types Cultural,Societal,Economic,Policy & public services

 
Title Water, energy, and carbon dioxide footprints of the construction sector: a case study on developed and developing economies 
Description This data is linked to the article published in Water Research with the same title. To run the SPA the user is redirected to the pyspa package (https://github.com/hybridlca/pyspa) that reads the csv files given in this dataset and produces results as those given in the xlsx file given in this dataset. Through the pyspa package the user can set different thresholds and/or select different countries to focus on. 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
URL https://figshare.com/articles/dataset/Water_energy_and_carbon_dioxide_footprints_of_the_construction...
 
Title Water, energy, and carbon dioxide footprints of the construction sector: a case study on developed and developing economies 
Description This data is linked to the article published in Water Research with the same title. To run the SPA the user is redirected to the pyspa package (https://github.com/hybridlca/pyspa) that reads the csv files given in this dataset and produces results as those given in the xlsx file in this dataset. Through the pyspa package the user can also set different thresholds and/or select different countries to focus on. 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
URL https://figshare.com/articles/dataset/Water_energy_and_carbon_dioxide_footprints_of_the_construction...
 
Title Water, energy, and carbon dioxide footprints of the construction sector: a case study on developed and developing economies 
Description This data is linked to the article published in Water Research with the same title. To run the SPA the user is redirected to the pyspa package (https://github.com/hybridlca/pyspa) that reads the csv files given in this dataset and produces results as those given in the xlsx file in this dataset. Through the pyspa package the user can also set different thresholds and/or select different countries to focus on. 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
URL https://figshare.com/articles/dataset/Water_energy_and_carbon_dioxide_footprints_of_the_construction...
 
Description R&D Project with The Concrete Centre 
Organisation The Concrete Centre
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution We contributed to an R&D project with The Concrete Centre, which was interested in understanding the comparative environmental performance of different building and structural materials.
Collaborator Contribution The Concrete Centre contributed their expertise on the cement supply chain and use of reinforced concrete.
Impact Too early to say, collaboration has only just started.
Start Year 2019
 
Title Built Environment Efficiency Tool for Low Environmental Externalities (BEETLE2) 
Description An artificially-intelligent tool to estimate the whole life carbon emissions of building structures. Specify the geometry and loads of the desired building structure to predict the best-case and worst-case scenario of carbon emissions. By specifying the distribution of the embodied carbon coefficient, a histogram will be generated using Monte Carlo simulation. A visualisation of the building structure is generated with adherence to the users specified geometry. 
Type Of Technology Software 
Year Produced 2020 
Open Source License? Yes  
Impact Massive interest from the industry, with the Global Head of Trimble Education herself promoting its widespread adoption amongst Trimble Educators. 
URL https://extensions.sketchup.com/extension/ea10bea3-f546-4e56-8c30-275d8723839a/beetle2
 
Title Built Environment Efficiency Tool for Low Environmental Externalities (BEETLEĀ²) 
Description BEETLE², (Built Environment Efficiency Tool for Low Environmental Externalities) is a tool aimed at promoting an efficient and effective use of resources in the built environment. Beetles can be found anywhere in the world and so do buildings. Beetles are also a virtuous example of the effective and efficient use of resources. They hardly produce any waste; in fact some species use waste from other sources for their purposes. Such a virtuous behaviour has inspired us to aim to achieve the same efficiency and effectiveness in our built environment. At this first stage, the tool is able to quantify the embodied carbon (EC) of steel frame building structures. It requires a small set of input parameters to run and it is ideally suited for use at concept and early design stages, making very easy to explore how variations of the frame geometry (span lengths, number of floors etc.) and magnitude of applied (wind and floor) loading would affect the overall structural steel mass and EC intensity. BEETLE² enables to estimate the structural mass of regular structural frames at concept design stage. Several structural designs, of geometrically different steel frames, can be automatically generate in few seconds. Structural analyses are performed via Direct Stiffness Method for various load combinations accounting for the frame self-weight, permanent and imposed floor loads and eight wind-load cases evenly oriented at increments of 45 degree angles. Based on the analyses results, optimised cross-sections of minimum area are iteratively computed for each beam, column and cross-bracing, according to Eurocode 3 requirements and limited to commercially available section profiles. The conversion from mass to embodied carbon is based on Monte Carlo simulation. This choice is due to the significant uncertainty around the EC coefficients, which should be ideally representative of the specific steel being used in the project. For this reason a probability distribution of EC coefficients has been developed from primary data collected and published studies. This is then combined with another element of uncertainty related to the exact total mass of steel being used. The two are then combined randomly 5'000 times through Monte Carlo simulation to produce the final results which are presented to the user in the form of a probability density function. 
Type Of Technology Software 
Year Produced 2018 
Open Source License? Yes  
Impact Used in scientific research (i.e. journal articles published based on research done with BEETLE² Downloaded more than 350 times by practitioners globally Embedded in Rhinoceros one of the most widely used 3D design tool in building design and construction Received feedback from practitioners who are using it in their practice in the UK and the US. 
URL https://www.food4rhino.com/app/beetle2
 
Description Advancing Net Zero: next steps for holistic carbon reduction (in partnership with UKGBC) 
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 Over 50 people from across industry and policy (as well as few academics) attended this even organised by the UK Green Building Council for which I provided support and partnership. The event was sold out in 48 hours with a waiting list as long as the participant list. The day was full of interesting conversation around embodied carbon (the theme of the award) and how to advance things further in industry and practice.
Year(s) Of Engagement Activity 2018
URL https://www.ukgbc.org/events/carbon-supply-chains-built-environment-assets/
 
Description Outreach to the wider public through The Conversation 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Over 15,000 people read the article published on 'The Conversation' titled "So much for COP23 - there's a whole class of carbon emissions we're totally ignoring" written by Dr Francesco Pomponi. The article was republished by a number of key websites and stakeholders, notably the World Economic Forum (https://www.weforum.org/agenda/2017/11/theres-a-whole-conversation-we-arent-having-about-climate-change).
Year(s) Of Engagement Activity 2017
URL https://theconversation.com/so-much-for-cop23-theres-a-whole-class-of-carbon-emissions-were-totally-...