Detection and Attribution of Regional greenhouse gas Emissions in the UK (DARE-UK)
Lead Research Organisation:
Centre for Ecology & Hydrology
Department Name: Atmospheric Chemistry and Effects
Abstract
In order to mitigate the effects of climate change, governments, private companies and individual citizens are taking action to reduce emissions of greenhouse gases (GHGs). Our project will provide new information that can be used to better evaluate the change in emissions that result from these actions. We will help the UK government track the effectiveness of emissions reductions policies that have been implemented to meet the targets laid out in the Climate Change Act (2008), which mandates that GHG emissions are reduced by 80% below 1990 levels by 2050.
The UK has played a major part in recent scientific and technological advances in emissions reporting and evaluation. Its GHG emission inventory, which is compiled based on data relating to human activities and rates of emission from each activity, is world-leading. Furthermore, the UK is one of only two countries that regularly submits a second estimate of emissions, those derived from atmospheric measurements, as part of its annual United Nations Framework Convention on Climate Change (UNFCCC) submission. This second "top-down" estimate can be used to assess where uncertainties lie in the inventory and where further development is needed. However, limitations exist in our scientific knowledge and in our technical capabilities that prevent the UK, or any other country, from further improving its emissions reports through the incorporation of atmospheric data. Through the NERC Greenhouse Gas & Emissions Feedback programme, which ended in 2017, we demonstrated the ability to quantify the UK's net national GHG fluxes using atmospheric observations. However, we have not yet been able to separately estimate fossil fuel and biospheric carbon dioxide sources and sinks, or determine the major sectors driving changes in the UK's methane emissions. This proposal will develop new science to address these needs, and pave the way towards the next generation of GHG evaluation methodologies. Our work will span four key areas:
1) Improving models of emissions from individual source and sink sectors to determine when and where GHG emissions to the atmosphere occur from both natural and anthropogenic systems.
2) Utilising new surface and satellite atmospheric GHG observations, such as isotopic measurements of methane and carbon dioxide, and measurements of co-emitted or exchanged gases (oxygen, carbon monoxide, nitrogen dioxide and ethane) to provide information on emissions from different sectors.
3) Utilising enhanced model-data fusion methods for making use of these new observations and for better quantifying uncertainties.
4) Integrating data streams to determine the highest level of confidence in the UK's emissions estimate.
To improve the transparency of national reports, scientists and policy makers have been strongly advocating for the combination of such methods in the reporting process. The UNFCCC, at its 2017 Conference of Parties, acknowledged the important role that emissions quantified through atmospheric observations could have in supporting inventory evaluation (SBSTA/2017/L.21). Through our close links to the inventory communities in the UK and around the world, the IPCC and to UK policy makers, we can ensure that our work will be used to update and improve the UK's GHG submission to the UNFCCC and will showcase methods of best-practice.
The UK has played a major part in recent scientific and technological advances in emissions reporting and evaluation. Its GHG emission inventory, which is compiled based on data relating to human activities and rates of emission from each activity, is world-leading. Furthermore, the UK is one of only two countries that regularly submits a second estimate of emissions, those derived from atmospheric measurements, as part of its annual United Nations Framework Convention on Climate Change (UNFCCC) submission. This second "top-down" estimate can be used to assess where uncertainties lie in the inventory and where further development is needed. However, limitations exist in our scientific knowledge and in our technical capabilities that prevent the UK, or any other country, from further improving its emissions reports through the incorporation of atmospheric data. Through the NERC Greenhouse Gas & Emissions Feedback programme, which ended in 2017, we demonstrated the ability to quantify the UK's net national GHG fluxes using atmospheric observations. However, we have not yet been able to separately estimate fossil fuel and biospheric carbon dioxide sources and sinks, or determine the major sectors driving changes in the UK's methane emissions. This proposal will develop new science to address these needs, and pave the way towards the next generation of GHG evaluation methodologies. Our work will span four key areas:
1) Improving models of emissions from individual source and sink sectors to determine when and where GHG emissions to the atmosphere occur from both natural and anthropogenic systems.
2) Utilising new surface and satellite atmospheric GHG observations, such as isotopic measurements of methane and carbon dioxide, and measurements of co-emitted or exchanged gases (oxygen, carbon monoxide, nitrogen dioxide and ethane) to provide information on emissions from different sectors.
3) Utilising enhanced model-data fusion methods for making use of these new observations and for better quantifying uncertainties.
4) Integrating data streams to determine the highest level of confidence in the UK's emissions estimate.
To improve the transparency of national reports, scientists and policy makers have been strongly advocating for the combination of such methods in the reporting process. The UNFCCC, at its 2017 Conference of Parties, acknowledged the important role that emissions quantified through atmospheric observations could have in supporting inventory evaluation (SBSTA/2017/L.21). Through our close links to the inventory communities in the UK and around the world, the IPCC and to UK policy makers, we can ensure that our work will be used to update and improve the UK's GHG submission to the UNFCCC and will showcase methods of best-practice.
Planned Impact
The credibility and effectiveness of the UK Climate Change Act 2008 and the Paris Agreement requires transparent and accurate reporting of greenhouse gas emissions, in order to track progress towards meeting these ambitious emissions targets. This project develops new science that will improve the accuracy and transparency of the UK's national greenhouse gas emissions reports to the UNFCCC.
Our impact will target the following groups:
1) UK and other national inventory teams: Our work will directly benefit the government Department of Business, Energy and Industrial Strategy (BEIS) and Defra, who are responsible for delivering the GHG inventory under the UNFCCC and Kyoto agreements. Our team comprises compilers for UK inventory sectors (Agriculture and LULUCF), and we will work closely with Ricardo Energy and Environment (contractors with overall responsibility for the national inventory), to ensure pull-through of our findings to the UK inventory. The impact will be improvements in monitoring progress towards climate goals, and ultimately better-informed decisions on how to reach those goals. Our work will also be relevant to inventory teams in other countries who wish to learn from the advances made in this project, particularly those in nearby countries covered by the same atmospheric datasets, e.g. Irish Environmental Protection Agency, European Monitoring and Evaluation Programme, European Commission Joint Research Centre. We will work with the UK Committee on Climate Change (CCC) who report to Parliament on progress made in reducing greenhouse gas emissions.
2) Next generation of greenhouse gas scientists and policymakers: This work benefits from expertise and synergies between science and policy. We aim to provide training for PhD students, postdocs and for future government staff with careers in relevant areas.
3) The public: The general public are increasingly engaged in climate issues and wish to better understand their country's impact on climate.
We will engage with these users through the following methods/activities:
1) We will present and discuss our developments annually at the UK National Inventory Steering Committee (NISC). These developments will then be incorporated into any inventory improvement plans commissioned by BEIS. We will convene a steering group with representatives from BEIS, Ricardo, the World Meteorological Organization (WMO) and two related European projects (VERIFY, CHE), to ensure maximum impact for the UK inventory and international emissions evaluation efforts. We will update the UK's National Inventory Report at the outset and then again at the end of the project with the UK's strategy for top-down greenhouse gas emissions quantification. Toward the end of this project, we will organise a meeting at which key stakeholders and representatives of related European projects will meet to discuss their needs and identify synergies.
2) We will continue a highly successful greenhouse gas summer school, but now extend and open it to future government policy makers and inventory compilers, building in new research themes that will be developed through this project. The impact of this will be in helping to form the next generation of scientists and policy makers who are cognisant of the causes of climate change, and the role of atmospheric and terrestrial monitoring in helping us tackle the problem.
3) Our team has a history of effective engagement at events open to the general public. We will continue to represent our work at events such as NERC UnEarthed and Royal Institute Public Lectures. Our team also has a track record for press engagement (e.g. most recently featuring in the BBC "Counting Carbon" documentary), which we will continue throughout this project. Our impact here will be to make the issues understood by a wider audience, allowing them to be engaged in the national debate.
Our impact will target the following groups:
1) UK and other national inventory teams: Our work will directly benefit the government Department of Business, Energy and Industrial Strategy (BEIS) and Defra, who are responsible for delivering the GHG inventory under the UNFCCC and Kyoto agreements. Our team comprises compilers for UK inventory sectors (Agriculture and LULUCF), and we will work closely with Ricardo Energy and Environment (contractors with overall responsibility for the national inventory), to ensure pull-through of our findings to the UK inventory. The impact will be improvements in monitoring progress towards climate goals, and ultimately better-informed decisions on how to reach those goals. Our work will also be relevant to inventory teams in other countries who wish to learn from the advances made in this project, particularly those in nearby countries covered by the same atmospheric datasets, e.g. Irish Environmental Protection Agency, European Monitoring and Evaluation Programme, European Commission Joint Research Centre. We will work with the UK Committee on Climate Change (CCC) who report to Parliament on progress made in reducing greenhouse gas emissions.
2) Next generation of greenhouse gas scientists and policymakers: This work benefits from expertise and synergies between science and policy. We aim to provide training for PhD students, postdocs and for future government staff with careers in relevant areas.
3) The public: The general public are increasingly engaged in climate issues and wish to better understand their country's impact on climate.
We will engage with these users through the following methods/activities:
1) We will present and discuss our developments annually at the UK National Inventory Steering Committee (NISC). These developments will then be incorporated into any inventory improvement plans commissioned by BEIS. We will convene a steering group with representatives from BEIS, Ricardo, the World Meteorological Organization (WMO) and two related European projects (VERIFY, CHE), to ensure maximum impact for the UK inventory and international emissions evaluation efforts. We will update the UK's National Inventory Report at the outset and then again at the end of the project with the UK's strategy for top-down greenhouse gas emissions quantification. Toward the end of this project, we will organise a meeting at which key stakeholders and representatives of related European projects will meet to discuss their needs and identify synergies.
2) We will continue a highly successful greenhouse gas summer school, but now extend and open it to future government policy makers and inventory compilers, building in new research themes that will be developed through this project. The impact of this will be in helping to form the next generation of scientists and policy makers who are cognisant of the causes of climate change, and the role of atmospheric and terrestrial monitoring in helping us tackle the problem.
3) Our team has a history of effective engagement at events open to the general public. We will continue to represent our work at events such as NERC UnEarthed and Royal Institute Public Lectures. Our team also has a track record for press engagement (e.g. most recently featuring in the BBC "Counting Carbon" documentary), which we will continue throughout this project. Our impact here will be to make the issues understood by a wider audience, allowing them to be engaged in the national debate.
Publications
Myrgiotis V
(2020)
A model-data fusion approach to analyse carbon dynamics in managed grasslands
in Agricultural Systems
Cowan N
(2020)
Agricultural soils: A sink or source of methane across the British Isles ?
in European Journal of Soil Science
Cowan N
(2020)
An evaluation of four years of nitrous oxide fluxes after application of ammonium nitrate and urea fertilisers measured using the eddy covariance method
in Agricultural and Forest Meteorology
Cowan N
(2019)
Application of Bayesian statistics to estimate nitrous oxide emission factors of three nitrogen fertilisers on UK grasslands.
in Environment international
Levy P
(2022)
Challenges in Scaling Up Greenhouse Gas Fluxes: Experience From the UK Greenhouse Gas Emissions and Feedbacks Program
in Journal of Geophysical Research: Biogeosciences
Saboya E
(2024)
Combining Top-Down and Bottom-Up Approaches to Evaluate Recent Trends and Seasonal Patterns in UK N 2 O Emissions
in Journal of Geophysical Research: Atmospheres
Levy P
(2024)
Mapping soil moisture across the UK: assimilating cosmic-ray neutron sensors, remotely sensed indices, rainfall radar and catchment water balance data in a Bayesian hierarchical model
in Hydrology and Earth System Sciences
Cowan N
(2019)
Nitrogen use efficiency and N 2 O and NH 3 losses attributed to three fertiliser types applied to an intensively managed silage crop
in Biogeosciences
Cowan N
(2020)
Nitrous oxide emission factors of mineral fertilisers in the UK and Ireland: A Bayesian analysis of 20 years of experimental data.
in Environment international
Evans CD
(2021)
Overriding water table control on managed peatland greenhouse gas emissions.
in Nature
Ramsden A
(2022)
Quantifying fossil fuel methane emissions using observations of atmospheric ethane and an uncertain emission ratio
in Atmospheric Chemistry and Physics
White E
(2019)
Quantifying the UK's carbon dioxide flux: an atmospheric inverse modelling approach using a regional measurement network
in Atmospheric Chemistry and Physics
Blyth L
(2024)
Radiocarbon as a tracer of the fossil fraction of regional carbon monoxide emissions
in Environmental Research Letters
Levy P
(2023)
The Effects of Land Use on Soil Carbon Stocks in the UK
Fisher JB
(2022)
The Terrestrial Biosphere Model Farm.
in Journal of advances in modeling earth systems
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|---|---|---|---|---|---|
| NE/S003614/1 | 13/02/2019 | 01/12/2019 | £477,130 | ||
| NE/S003614/2 | Transfer | NE/S003614/1 | 02/12/2019 | 30/08/2024 | £359,287 |
| Description | Findings are incorporated into the UK government's methodology for measuring and verifying the emission of greenhouse gases under international treaties (UNFCCC, Kyoto ). |
| Exploitation Route | Other countries are interested in adopting methodologies developed within the project. |
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| Description | Findings are incorporated into the UK government's methodology for measuring and verifying the emission of greenhouse gases under international treaties (UNFCCC, Kyoto ). |
| First Year Of Impact | 2020 |
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| Title | Atmospheric oxygen as a tracer for fossil fuel carbon dioxide: a sensitivity study in the UK |
| Description | Abstract. We investigate the use of oxygen (O2) and carbon dioxide (CO2) measurements for the estimation of the fossil fuel component of atmospheric CO2 in the UK. Atmospheric potential oxygen (APO) - a tracer that combines O2 and CO2, minimising the influence of terrestrial biosphere fluxes - is simulated at three sites in the UK, two of which have APO measurements. We present a set of model experiments that estimate the sensitivity of APO simulations to key inputs: fluxes from the ocean, fossil fuel flux magnitude and distribution, the APO baseline, and the ratio of O2 to CO2 fluxes from fossil fuel combustion and the terrestrial biosphere. To estimate the influence of uncertainties in ocean fluxes, we compared three ocean O2 flux estimates, from the NEMO - ERSEM and ECCO-Darwin ocean models, and the Jena Carboscope inversion. The sensitivity of APO to fossil fuel emission magnitudes and to terrestrial biosphere and fossil fuel exchange ratios was investigated through Monte Carlo sampling within literature uncertainty ranges, and by comparing different inventory estimates. Of the factors that could potentially compromise APO-derived fossil fuel CO2 estimates, we find that the ocean O2 flux estimate has the largest overall influence at the three sites in the UK. At times, this influence is comparable to the contribution to APO of simulated fossil fuel CO2. We find that simulations using different ocean fluxes differ from each other substantially, with no single estimate, or a simulation with zero ocean flux, providing a significantly closer fit to the observations. Furthermore, the uncertainty in the ocean contribution to APO could lead to uncertainty in defining an appropriate regional background from the data. Our findings suggest that the contribution of non-terrestrial sources need to be well accounted for, in order to reduce their potential influence on inferred fossil fuel CO2. |
| Type Of Material | Database/Collection of data |
| Year Produced | 2023 |
| Provided To Others? | Yes |
| Impact | tbc |
| URL | https://zenodo.org/record/7681834 |
| Title | Daily soil moisture maps for the UK (2016-2023) at 2 km resolution |
| Description | The data consist of daily maps of volumetric soil moisture predicted by a model based on a network of cosmic-ray neutron sensors (COSMOS-UK), the National River Flow Archive (NRFA) and remotely-sensed data. Maps cover the UK and Ireland at 2-km resolution in the Ordnance Survey National Grid (OSGB) projection. Maps are produced in near-real time, lagging by about one week. Data are available from early 2016 to 2023, on a daily basis. The model was calibrated on a network of cosmic-ray neutron sensors (COSMOS-UK) and remotely-sensed soil moisture data. A key parameter was estimated from the national-scale spatial pattern in the catchment response to rainfall seen in the National River Flow Archive (NRFA) data. Precipitation and humidity data to drive the model came from the Met Office High Resolution Numerical Weather Prediction model (NWP-UKV) which incorporates the C-band rainfall radar network. The maps have a variety of uses in hydrology and elsewhere, for example as inputs to ecosystem models of greenhouse gas exchange, where soil moisture affects numerous processes. The modelling was carried out as part of UK-SCAPE Virtual Survey Lab, and the NERC project "Detection and Attribution of Regional Emissions (DARE-UK)". There are some gaps in the time series of meteorological and remote sensing inputs, and data are unavailable for these days. The NRFA data are only available for Great Britain, so estimates in Ireland and continental Europe will be less accurate. |
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| Provided To Others? | Yes |
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| Title | Greenhouse gas emissions from the UK and Ireland, 2010-2021 |
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| Provided To Others? | Yes |
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| URL | https://catalogue.ceh.ac.uk/id/9948d1b9-caa1-4894-93e6-cc0f4326fced |
