NCEO NC International: Constraining Coupled Carbon & Water Cycle Processes with Earth Observation [CPEO]
Lead Research Organisation:
University of Leicester
Department Name: National Centre for Earth Observation
Abstract
The carbon and water cycles are intrinsically linked, and yet there remain large discrepancies in climate models around this coupling. Differences in the approach to modelling the response of stomatal conductance to atmospheric water vapour, and the stress on photosynthesis due to lack of available soil water, lead to significant discrepancies in the predicted response of carbon uptake by the terrestrial biosphere to hydrological changes. Understanding this is critically important for better understanding the impact of climate change on vegetation productivity and, in turn, the control of vegetation on regional climate. Working internationally and collaboratively will enable the global community to progress faster towards meeting these significant challenges; this will be enabled by a new network supported by major international scientific initiatives such as FutureEarth.
In the last decade or so there has been a significant increase in the breadth of information available from Earth Observation satellites, providing new ways of observing water and carbon processes in the Earth system. Examples with specific importance to the CPEO program include Solar Induced Fluorescence (SIF), land-atmosphere fluxes of carbonyl sulfide (COS) and vegetation optical depth (VOD); NCEO is expert in the derivation and exploitation of such data sets. SIF is the only direct observation of the process of photosynthesis available from EO missions and there is strong evidence that it tracks water stress on photosynthesis closely. Carbonyl sulfide acts as a tracer for both the water and carbon cycles. It is absorbed by plants during photosynthesis at a rate proportional to CO2, but is not respired. VOD is retrieved in the same processing as the ESA Climate Change Initiative (CCI) soil moisture data. It provides a combined measure of how much vegetation there is and how much water it holds. Crucially, unlike SIF and COS there exists a long time record of these data, which allows us to observe climate time-scale processes. The CPEO programme will work using these, and other EO data to address questions around the coupling of water and carbon in the terrestrial biosphere with the explicit purpose of improving process representation in climate and Earth system models. Progress will be considerably enhanced by some close working with international collaborators enabled by a new network linking key scientists across datasets, modelling and data assimilation.
Geographically, we will focus on North America and tropical Africa. North America, and the USA in particular, is home to data collecting networks such as NEON (the National Ecological Observatory Network) and Ameriflux which continuously monitor variables relevant to the theme of our research. These will provide an objective truth to compare our EO data and model outputs to. Areas of the USA have experienced high levels of climate variability in recent decades (for example, droughts in California) which will allow us observe how the carbon cycle, and our EO measurements, respond when the hydrological cycle is experiencing extremes. Whereas the USA provides a significant opportunity to test and develop our data products and modelling, tropical Africa is far less well understood in terms of the water and carbon cycles and is an area where climate models tend to disagree. We will apply our techniques in Africa to gain insight into climate scale processes and use these to confront climate model predictions. NCEO has a strong track record of work across Africa, including examining trace gas fluxes, understanding feedbacks between soil moisture and rainfall, and developing an Africa wide data assimilation system for JULES that efficiently ingests EO data, including SIF. We will build on this experience to deliver new understanding about the likely impacts of climate change on the continent and work, via our dedicated UK GEO/CEOS Office, to realise the benefits of this to organisations in Africa.
In the last decade or so there has been a significant increase in the breadth of information available from Earth Observation satellites, providing new ways of observing water and carbon processes in the Earth system. Examples with specific importance to the CPEO program include Solar Induced Fluorescence (SIF), land-atmosphere fluxes of carbonyl sulfide (COS) and vegetation optical depth (VOD); NCEO is expert in the derivation and exploitation of such data sets. SIF is the only direct observation of the process of photosynthesis available from EO missions and there is strong evidence that it tracks water stress on photosynthesis closely. Carbonyl sulfide acts as a tracer for both the water and carbon cycles. It is absorbed by plants during photosynthesis at a rate proportional to CO2, but is not respired. VOD is retrieved in the same processing as the ESA Climate Change Initiative (CCI) soil moisture data. It provides a combined measure of how much vegetation there is and how much water it holds. Crucially, unlike SIF and COS there exists a long time record of these data, which allows us to observe climate time-scale processes. The CPEO programme will work using these, and other EO data to address questions around the coupling of water and carbon in the terrestrial biosphere with the explicit purpose of improving process representation in climate and Earth system models. Progress will be considerably enhanced by some close working with international collaborators enabled by a new network linking key scientists across datasets, modelling and data assimilation.
Geographically, we will focus on North America and tropical Africa. North America, and the USA in particular, is home to data collecting networks such as NEON (the National Ecological Observatory Network) and Ameriflux which continuously monitor variables relevant to the theme of our research. These will provide an objective truth to compare our EO data and model outputs to. Areas of the USA have experienced high levels of climate variability in recent decades (for example, droughts in California) which will allow us observe how the carbon cycle, and our EO measurements, respond when the hydrological cycle is experiencing extremes. Whereas the USA provides a significant opportunity to test and develop our data products and modelling, tropical Africa is far less well understood in terms of the water and carbon cycles and is an area where climate models tend to disagree. We will apply our techniques in Africa to gain insight into climate scale processes and use these to confront climate model predictions. NCEO has a strong track record of work across Africa, including examining trace gas fluxes, understanding feedbacks between soil moisture and rainfall, and developing an Africa wide data assimilation system for JULES that efficiently ingests EO data, including SIF. We will build on this experience to deliver new understanding about the likely impacts of climate change on the continent and work, via our dedicated UK GEO/CEOS Office, to realise the benefits of this to organisations in Africa.
Organisations
- University of Leicester (Lead Research Organisation)
- Keck Institute for Space Studies (Collaboration)
- Meteorological Office UK (Collaboration)
- Department for Science, Innovation and Technology (Collaboration)
- Rutgers University (Collaboration)
- UK Space Agency (Collaboration)
- Ghana Space Science and Technology Institute (Collaboration)
Publications
Anderson S
(2024)
Nowcasting convective activity for the Sahel: A simple probabilistic approach using real-time and historical satellite data on cloud-top temperature
in Quarterly Journal of the Royal Meteorological Society
Barton E
(2023)
Systematic daytime increases in atmospheric biases linked to dry soils in irrigated areas in Indian operational forecasts
in Atmospheric Science Letters
Berra E
(2024)
Harmonized Landsat and Sentinel-2 Data with Google Earth Engine
in Remote Sensing
Calders K
(2022)
Laser scanning reveals potential underestimation of biomass carbon in temperate forest
in Ecological Solutions and Evidence
Cartwright M
(2023)
Constraining the budget of atmospheric carbonyl sulfide using a 3-D chemical transport model
in Atmospheric Chemistry and Physics
Cartwright M
(2023)
Constraining the budget of atmospheric carbonyl sulfide using a 3-D chemical transport model
in Atmospheric Chemistry and Physics
Chug D
(2023)
Dry-to-Wet Soil Gradients Enhance Convection and Rainfall over Subtropical South America
in Journal of Hydrometeorology
Crook J
(2023)
Effects on early monsoon rainfall in West Africa due to recent deforestation in a convection-permitting ensemble
in Weather and Climate Dynamics
| Description | The NCEO International Project has provided new evidence that shows how the land surface responds to changing rainfall patterns and the onward impacts of this in terms of sequestering carbon dioxide from the atmosphere. This is important information for understanding the trajectory of climate change and it's impacts on global forests and agriculture. It also provides new evidence which we can use to evaluate climate models. |
| Exploitation Route | There is a clear role for the outcomes of the CPEO project to be used to evaluate climate models, and we have demonstrated aspects of that. In addition our work provides further evidence for the need to preserver tropical forests to protect against the worst extremes of climate change. We are currently working on demonstrating how this understanding might be used to better inform the agricultural industry about the links between carbon sequestration, water balance and crop yield. |
| Sectors | Agriculture Food and Drink Environment |
| Description | Some of the software tools we have developed for integrating observations with complex models are now being used by a range of organisations internationally. This includes the Finnish Meteorological Institute (for work on examining the resilience of crops to climate change), the EU Joint Research Centre in Ispra as part of the LUCAS initiative mapping European soils, and the Institute Pierre-Simon Laplace (ISPL) in Paris who are using our software to integrate measurements of atmospheric carbon dioxide concentration into their land surface model |
| First Year Of Impact | 2024 |
| Sector | Environment |
| Description | WMO/UNEP Ozone Assessment 2026 |
| Geographic Reach | Multiple continents/international |
| Policy Influence Type | Participation in a guidance/advisory committee |
| URL | https://ozone.unep.org/system/files/documents/SAP_Presentation_36MOP_31Oct2024.pdf |
| Description | CCI Fellowship (SUBDROUGHT) |
| Amount | € 116,000 (EUR) |
| Organisation | European Space Agency |
| Sector | Public |
| Country | France |
| Start | 06/2023 |
| End | 06/2025 |
| Description | ESA Water Vapour Climate Change Initative (phase 2) |
| Amount | € 1,300,000 (EUR) |
| Organisation | European Space Agency |
| Sector | Public |
| Country | France |
| Start | 06/2022 |
| End | 06/2025 |
| Description | TMAC-2 - TRUTHS Mission Accompanying Consolidation Study -2 |
| Amount | € 999,999 (EUR) |
| Organisation | European Space Agency |
| Sector | Public |
| Country | France |
| Start | 02/2025 |
| End | 03/2026 |
| Description | COSANOVA - Carbonyl Sulfide International Working Group |
| Organisation | Rutgers University |
| Country | United States |
| Sector | Academic/University |
| PI Contribution | Insight into carbon cycle science from the perspective of satellite observations and modelling of carbonyl sulfide. |
| Collaborator Contribution | This collaboration is helpful due to the insight provided by data users and what requirements there are for data quality - such as resolution, error quantification, areas of particular focus (certain landscapes for example). |
| Impact | No formal outputs currently. |
| Start Year | 2024 |
| Description | Coupled carbon, water, and energy budgets: CASE PhD award |
| Organisation | Meteorological Office UK |
| Country | United Kingdom |
| Sector | Academic/University |
| PI Contribution | Lead supervising PhD student Sammy Petch. Started Oct 2021 Work is now fully aligned with CPEO project objectives |
| Collaborator Contribution | Case award support for student. weekly supervisor meetings Extended research visits supported to Met O |
| Impact | Paper in final stages of publication Petch, S, B. Dong, T. Quaife, R. King and K. Haines (2022), Water and Energy budgets over hydrological basins on short and long timescales. In Discussion, HESS, https://doi.org/10.5194/egusphere-2022-1237 Second paper in preparation Petch, S, B. Dong, K. Haines, R. King and T. Quaife (2023), Satellite based water and energy budgets in the 21st century over large Endorheic basins, In Draft for Frontiers in Environmental Science Special Issue |
| Start Year | 2021 |
| Description | Crop monitoring training to GSSTI |
| Organisation | Ghana Space Science and Technology Institute |
| Country | Ghana |
| Sector | Public |
| PI Contribution | We have been providing field survey training and advice on crop monitoring technologies to Ghanaian partners, to help them conduct ground-based survey of crop variables. |
| Collaborator Contribution | GSSTI is working on a series of monthly field surveys to collect ground-based crop measurement data |
| Impact | Delayed dut to COVID |
| Start Year | 2020 |
| Description | Keck Institute for Space workshop: Forging Community Consensus for an Integrated GHG and Winds Mission |
| Organisation | Keck Institute for Space Studies |
| Country | United States |
| Sector | Academic/University |
| PI Contribution | Insight and discussion into current and future greenhouse and trace gas monitoring satellite missions. Including what the knowledge gaps are, where is there opportunity for change, growth and improvement. Use of satellite observations in observing atmospheric composition, as well as application of satellite observations in transport and inversion modelling. |
| Collaborator Contribution | There was plenty of expertise similar to the above. The collaborators, of mostly USA origin, offered substantial insight into the means for securing funding for such a mission. Additionally some scientists attending were focused more on the quantification, measurement and modelling of atmospheric winds, a core element of this preliminary study. |
| Impact | A final report, which is ongoing, will be released - of which I have contributed. This will highlight areas of focus for the future of better quantifying wind from space, as well as the potential for an integrated wind and GHG satellite mission. Ongoing meetings, collaborations and discussions have been had with most of the team involved. |
| Start Year | 2024 |
| Description | UK Joint Office for the Group on Earth Observation and the Committee on Earth Observation Satellites (UK GEO/CEOS Office) 2024/2025 |
| Organisation | Department for Science, Innovation and Technology |
| Country | United Kingdom |
| Sector | Public |
| PI Contribution | The Office is jointly funded between NERC (through NCEO), DSIT and the UK Space Agency. It provides support to the UK government policy responsible officials, enables technical research work on Earth system challenges which can addressed through Earth Observations and allows the development of international projects. Climate mitigation continued to be one of the unifying themes for 2024-25. Work has focussed on UK interventions in progressing methane standards (CEOS), accelerating forest-related initiatives (GEO) for mitigation, nature-based standards and solutions, and demonstrating UK systems for greenhouse gas verification (CEOS and GEO). |
| Collaborator Contribution | DSIT is the policy lead on Group for Earth Observations and coordinated inputs into the GEO Work Programme 2022-2025, as well as post-2025 Work Programme under development. UKSA became Chair of CEOS in October 2024, overseeing the activities of the CEOS Working Groups and providing support for internationally-agreed methods for calibration of satellite data systems, for co-ordinated climate observations including the international greenhouse gas constellation, Space Climate Observatory and analysis-ready data for non-expert EO users. |
| Impact | 1. NCEO Staff Paul Palmer supported the work on methane best practices and creation of a GHG Roadmap to facilitate the development of fit-for-purpose operational systems that integrate space-based GHG estimates with ground-based, airborne and shipborne observations of CO2 and CH4 to address the needs of a diverse range of stakeholders. 2. NCEO staff Matt Disney contributed to the creation of a good practices protocol for validation of aboveground biomass products, including the development of a network of biomass reference measurement sites. |
| Start Year | 2024 |
| Description | UK Joint Office for the Group on Earth Observation and the Committee on Earth Observation Satellites (UK GEO/CEOS Office) 2024/2025 |
| Organisation | UK Space Agency |
| Country | United Kingdom |
| Sector | Public |
| PI Contribution | The Office is jointly funded between NERC (through NCEO), DSIT and the UK Space Agency. It provides support to the UK government policy responsible officials, enables technical research work on Earth system challenges which can addressed through Earth Observations and allows the development of international projects. Climate mitigation continued to be one of the unifying themes for 2024-25. Work has focussed on UK interventions in progressing methane standards (CEOS), accelerating forest-related initiatives (GEO) for mitigation, nature-based standards and solutions, and demonstrating UK systems for greenhouse gas verification (CEOS and GEO). |
| Collaborator Contribution | DSIT is the policy lead on Group for Earth Observations and coordinated inputs into the GEO Work Programme 2022-2025, as well as post-2025 Work Programme under development. UKSA became Chair of CEOS in October 2024, overseeing the activities of the CEOS Working Groups and providing support for internationally-agreed methods for calibration of satellite data systems, for co-ordinated climate observations including the international greenhouse gas constellation, Space Climate Observatory and analysis-ready data for non-expert EO users. |
| Impact | 1. NCEO Staff Paul Palmer supported the work on methane best practices and creation of a GHG Roadmap to facilitate the development of fit-for-purpose operational systems that integrate space-based GHG estimates with ground-based, airborne and shipborne observations of CO2 and CH4 to address the needs of a diverse range of stakeholders. 2. NCEO staff Matt Disney contributed to the creation of a good practices protocol for validation of aboveground biomass products, including the development of a network of biomass reference measurement sites. |
| Start Year | 2024 |
| Title | Python code for 4DEnVar |
| Description | Notes and Python code for implementing the 4DEnVar Data Assimilation method with examples of use |
| Type Of Technology | Software |
| Year Produced | 2025 |
| Impact | International research use of code and collaborations including UKMO, UKCEH, Institut Pierre-Simon Laplace, Finnish Meteorological Institute, JRC. |
| Description | Hackathon challenge for NERC-Oxford DTP in Environmental Research |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | Local |
| Primary Audience | Postgraduate students |
| Results and Impact | PhD students participated in a coding challenge related to observations of the carbon cycle and how these are used to evaluate climate models. Very positive feedback was received from the students that they had enjoyed learning about the concepts in the topic and had gained experience with Earth Observation datasets. |
| Year(s) Of Engagement Activity | 2023 |
| Description | Organised EO for Biodiversity workshop |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | Experts in biodiversity and EO convened to discuss how UK efforts in biodiversity monitoring can be supported by Earth Observation. The workshop was held online on 14 October 2024 and attended by Madeeha Bajwa, from GEO Secretariat, and representatives from academia and government departments in England, Wales, Scotland and Northern Ireland. |
| Year(s) Of Engagement Activity | 2024 |
| Description | Organised UK GEO representatives meeting |
| 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 | An online meeting was organised on 4 September 2024 to bring together UK and NCEO representatives in GEO initiatives and working groups. The meeting was attended by 23 people, including 11 from government and gov agencies, 11 from HEIs and RI and 1 from industry. DSIT and Defra representatives gave updates on their priorities for GEO; UK representatives gave updates on the GEO working groups and activities, providing a broad overview of UK activity in GEO. |
| Year(s) Of Engagement Activity | 2024 |
| Description | Space Lates at the National Space Centre |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Public/other audiences |
| Results and Impact | Over 100 members of the public attended my talk as part of the National Space Centre "Space Lates" program in April 2024. I presented work entitled "Eye in the Sky: How satellite Imagery can help Disaster Monitoring". |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://www.spacecentre.co.uk/whats-on/space-lates-april/ |
| Description | Workshop on joint constraints between the carbon and water cycles hosted by NCEO |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Professional Practitioners |
| Results and Impact | A three day workshop involving leading actors in the field of using solar induced fluorescence and carbonyl sulfide observations for constraining the water can carbon cycles. Hosted by the CPEO programme and attended by ~30 scientists from around the globe. |
| Year(s) Of Engagement Activity | 2023 |
