CEH_Open CLimate IMpacts modelling framework (OpenCLIM)

Lead Research Organisation: UK Centre for Ecology & Hydrology
Department Name: Biodiversity (Wallingford)

Abstract

Climate change is one of the major threats of the 21st Century both nationally and globally. This requires a joint response of mitigation and adaptation as enshrined in the UK Climate Change Act, which mandates a Climate Change Risk Assessment (CCRA) every five years and a quinquennial National Adaptation Plan (NAP) to adapt to the climate risks that are identified. Assessing climate risks and adaptation in a consistent manner is scientifically challenging as climate change is manifest in multiple ways (rising temperature and sea level, changing precipitation, etc.) and impacts every human and natural system. Further there are direct and indirect impacts as these effects cascade and interact with other sectors which are often changing due to non-climate processes. Any proposed adaptations need to be assessed in a similar manner including direct and indirect effects and unintended consequences. Earlier UK climate assessments did not fully address this challenge relying in part on expert synthesis for integration, potentially leading to an over focus on direct consequences and leading to inconsistencies between sectors and between adaptation options.

The OpenCLIM project is designed to support UK assessment of climate risks and adaptation needs, and future CCRAs and NAPs in particular, by developing and applying a first UK integrated assessment for climate impacts and adaptation. First and foremost we aim to develop an open, innovative and flexible platform to provide an improved capacity for the next CCRA and NAP. Our model will consider UK-wide climate impacts and adaptation in biodiversity, agriculture, infrastructure and urban areas, considering the impacts of flooding, heat stress and changing temperature and precipitation. It will also consider two detailed case studies: (1) an urban analysis of Glasgow and environs (the Clyde); and (2) a more rural analysis of the Norfolk Broads and environs. These will serve as a demonstration and validation exercise to inform the national analysis. Secondly, we will also design an open-access platform with a strong legacy which is flexible to allow further development of the integrated model beyond this funding. We aspire to develop a community model where new and improved models could be easily incorporated and innovative science and new policy questions investigated. Hence future CCRAs and NAPs could be linked to a living science process, drawing on evolving understanding and stakeholder needs. This would include improving knowledge in established sectors and areas, and developing better sectoral linkages and interactions, as well as adding new models of less established sectors and areas as they emerge, including the ability to reframe and pose new questions. Recognising the significant challenge of achieving this second goal, our model will be developed within the UKCIRC DAFNI (Data & Analytics Facility for National Infrastructure) facility for High Performance Computing.

The platform will be designed to take the UKCP18 and new UK socioeconomic scenarios to ensure the best scientific inputs. The approach will be explicitly spatial and allow highlighting of geographical hotspot areas and the prioritisation of risks in a systematic and consistent manner including tabulation and mapping of outputs. The models that are included are all physically-based (rather than emulators or rules-of-thumb) and this will enable the generation of new research insights, including climatic risks in the UK. Importantly, the use of physically-based models will allow credible simulation of conditions that have not been previously observed and improve confidence in the results compared to earlier analyses.

Planned Impact

Climate change is a top threat to the well-being and sustainability of the UK, and globally. Strategic assessment and management of these climate risks is therefore crucial. Consequently, this research aims to aims to develop an open, innovative, flexible and continuously evolving platform for integrated assessment modelling of climate change risks and adaptation at the UK scale. This will provide an improved capacity for the next Climate Change Risk Assessment (CCRA) and National Adaptation Plan (NAP) and an open platform for further development to improve existing sector models and add new sector models as they emerge in a coupled and flexible framework which allows new questions to be posed.

Our four impact priorities are to:
1. pilot the new platform in preparation for the 4th UK Climate Change Risk Assessment and beyond;
2. develop an internationally leading platform for Climate Change Risk Assessment;
3. nurture a thriving ecosystem of academics, practitioner and other developers to innovate in climate change risk assessment; and,
4. demonstrate the benefit of climate change adaptation to society.

The main beneficiaries and benefits of the research will therefore be:
* The Adaptation Committee of the Committee on Climate Change are key beneficiaries as they oversee the national Climate Change Risk Assessment every 5 years, and assess the government's progress in delivering the National Adaptation Plan (NAPs) every 2 years.
* UK and Devolved Administration (DA) government departments who lead on adaptation (DEFRA, and their equivalents in the DAs) who are responsible for producing the NAPs will benefit from an improved evidence base for adaptation planning.
* Departmental and/or agency owner of risks (e.g. the Environment Agency, Public Health England etc.) who have responsibilities for managing particular risks - will benefit from improved methodologies and understanding of those risks.
* Regional stakeholders, initially those in Glasgow City Region and Norfolk who will benefit from our validation case study work, but ultimately other regional bodies and local authorities will benefit from improved climate change risk assessment at sub-national scales.
* Developers of tools for climate change risk assessment and adaptation, especially academics who usually don't have easy 'route to market', will benefit from an open and flexible platform through which they can make their cutting-edge models available. The initial focus will be on national assessment models, but OpenCLIM will be designed to be flexible and allow DA or local scale models to be incorporated.
* Multi-disciplinary consultants, who will benefit from access to state of the art climate change modelling to inform their consultancy services in the UK, and ultimately internationally. Although OpenCLIM is an open source framework the process of setting up simulations and interpreting results could be commercial and provide benefit to UK plc.
* Communities and wider public, who will benefit in terms of their safety, health and wellbeing that results from improved understanding of climate change risks and therefore more effective adaptation. Working with partners we will seek to transfer methods to the UK and internationally.

The flexible nature of OpenCLIM, and the creation of an ecosystem of developers as part of our pathways to impact means that endusers in industry, government and communities, can rely upon steadily improving assessment and adaptation as the platform evolves to incorporate the latest knowledge.

Impact and engagement with partners will be managed by Asher Minns who has 20 years experience of stakeholder collaboration.

Publications

10 25 50
 
Description The agriculture workflow in the OpenCLIM project has generated the following new knowledge and methodologies to predict the impacts of climate change on food production in the UK in terms of the yields of major crops and suitability for growing new crops. Our work has informed policies to support climate change adaptation in agriculture.
The main findings of the climate change and agriculture modelling have been:
1. The first high spatial and temporal resolution (1km and daily time steps) estimates of climate change impacts on wheat, oilseed rape and grass yields for GB using bias-corrected data for two contrasting climate change scenarios (RCPs 2.6 and 8.5);
2. The first high resolution (1km) estimates of future GB climate suitability for ~200 existing and new crop species between 2010-2080;
3. We have used our crop yield models and analysis of future crop suitability to explore the potential for adaption strategies to mitigate the impacts of climate change on yield. These include the potential for irrigation, crop breeding and introduction of climate-adapted crops into the rotation. This information will inform future climate change risk assessments for the UK;
4. To achieve 1-3 above we have developed new data analytic workflows for the JASMIN HPC infrastructure, These will be shared openly with the research community.
Exploitation Route The integrated climate change risk assessment framework will provide an operational tool for CCRA4 and the National Adaptation Plan, and an open access foundation that can be extended and applied by the UK scientific community and decision makers for decades to come.
Sectors Agriculture, Food and Drink,Communities and Social Services/Policy,Construction,Digital/Communication/Information Technologies (including Software),Energy,Environment,Financial Services, and Management Consultancy,Healthcare,Leisure Activities, including Sports, Recreation and Tourism,Government, Democracy and Justice,Manufacturing, including Industrial Biotechology,Transport

 
Description During OpenCLIM we have presented the results of our modelling on climate change risks to UK food production to senior policy leads in Defra and BEIS. In 2022 this led to a collaboration with the Met Office to work jointly on this challenge for the Government. We anticipate that this joint work will underpin future policies to encourage climate change adaptation in this sector.
First Year Of Impact 2022
Sector Agriculture, Food and Drink,Government, Democracy and Justice,Retail
Impact Types Societal,Economic

 
Title Assimilated real-time earth observation data into the models 
Description We have continued to develop and refine our core crop yield models to predict climate change impacts. We have successfully assimilated real-time earth observation data into the models to provide improved model prediction accuracy for each land parcel in the UK 
Type Of Material Improvements to research infrastructure 
Year Produced 2021 
Provided To Others? No  
Impact TBC 
 
Title Project has written code linking the FAO Eco-crop database to UKCP18 climate projections 
Description We have written code linking the FAO Eco-crop database to UKCP18 climate projections to enable the production of future climatic suitability scores for >200 crops for each 12km grid cell in the UK. The global Crop Ecological Requirements Database (ECOCROP) has been linked to UKCP18 climate projections for the UK. The model has been successful run on JASMIN providing high resolution (1km) future climate suitability estimates for the UK for ~600 crop species. We are working closely with STFC to integrate our climate change risk assessment models and gridded crop suitability data into the DAFNI platform 
Type Of Material Improvements to research infrastructure 
Year Produced 2021 
Provided To Others? No  
Impact TBC 
 
Description Follow-up workshop with Met Office scientist to discuss future collaboration on climate impacts on crop yields 
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 Follow up meeting with leading crop modellers from the Met Office to discuss collaboration and ways to improve the modelling of climate impacts on crops in the UK and to provide greater resilience to food supply.
Year(s) Of Engagement Activity 2022
 
Description Meeting with the Water Supply Workflow 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact We have held a meeting with the Water Supply Workflow to scope the possibility of incorporating data from the National Water Simulation Model (SHETRAN) stream flow model and the heat stress model into our crop yield model within the DAFNI framework;
Year(s) Of Engagement Activity 2021
 
Description NERC Planet Earth magazine article on Building Resilience to Climate Change 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact A summary of the the findings of the Crop-NET project was reported in the NERC Planet Earth magazine feature on Building Resilience to Climate Change. This article showcased key findings of the SPF Climate Resilience programme.
Year(s) Of Engagement Activity 2020
URL https://nerc.ukri.org/planetearth/stories/1945/
 
Description OpenCLIM England and Wales stakeholder workshop Dec 2020 
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 The objectives of this stakeholder workshop were to: 1) raise awareness of the OpenCLIM modelling framework and its capabilities; 2) determine the important research questions for each stakeholder group; 3) determine the climate risk of most concern to each group; 4) identify the key adaptation scenarios/options/portfolios to explore; 5) identify which climate and socioeconomic scenarios to utilise; and 6) invite stakeholders to join themed groups for further detailed discussion.
Year(s) Of Engagement Activity 2020
 
Description OpenCLIM Norfolk Broads stakeholder workshop Feb 2021 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact The objectives of this stakeholder workshop were to: 1) raise awareness of the OpenCLIM modelling framework and its capabilities; 2) determine the important research questions for each stakeholder group; 3) determine the climate risk of most concern to each group; 4) identify the key adaptation scenarios/options/portfolios to explore; 5) identify which climate and socioeconomic scenarios to utilise; and 6) invite stakeholders to join themed groups for further detailed discussion.
Year(s) Of Engagement Activity 2021
 
Description OpenCLIM Scotland and Norther Ireland stakeholder workshop Dec 2020 
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 The objectives of this stakeholder workshop were to: 1) raise awareness of the OpenCLIM modelling framework and its capabilities; 2) determine the important research questions for each stakeholder group; 3) determine the climate risk of most concern to each group; 4) identify the key adaptation scenarios/options/portfolios to explore; 5) identify which climate and socioeconomic scenarios to utilise; and 6) invite stakeholders to join themed groups for further detailed discussion.
Year(s) Of Engagement Activity 2020
 
Description OpenCLIM workshop held in January 2022 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Workshop held with industry partners in January 2022
Year(s) Of Engagement Activity 2022
 
Description Presentation to OpenCLIM Advisory Board 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presentation of the results from the agriculture work stream to the OpenCLIM Advisory Board.
Led to follow up workshops with leading scientists from the Met Office.
Year(s) Of Engagement Activity 2022
 
Description Presentation to OpenCLIM Advisory Board 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presented the outcomes of the agriculture work stream to the OpenCLIM advisory Group comprising senior academics and policy makers from the UK and overseas.
Year(s) Of Engagement Activity 2023
 
Description Wiltshire Farmer Engagement Event 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Industry/Business
Results and Impact OpenCLIM project results presented to Wiltshire Farmers in online webinar 21st October 2021
Year(s) Of Engagement Activity 2021
 
Description Workshop with Met Office scientists to improve modelling of climate change on crops 
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 Meeting with leading crop modellers from the Met Office to discuss collaboration and ways to improve the modelling of climate impacts on crops in the UK and to provide greater resilience to food supply.
Year(s) Of Engagement Activity 2022