New Science to Enable the Design of Agricultural Landscapes that Deliver Multiple Functions - AgLand

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

Abstract

The UK's land assets, and the goods and services they provide, are a finite and precious resource that is fundamental to our prosperity, and are intrinsically linked to our cultural heritage, and well-being. Over the next 50 years we expect to see unprecedented competition for land-use driven by a number of factors, including continuing growth in population and incomes, the impact of climate change and environmental degradation, new technologies (e.g. GM), and changing public attitudes and values. Around 70% (17.2 million hectares) of the UK land area is farmed, with 11.7 million ha of highly productive arable and improved grassland. UK agriculture is highly mechanised and efficient, contributing around £8.5 billion (0.6%) Gross Value Added to the UK economy annually and employing around 475,000 people. It is therefore certain that many future land-use conflicts will revolve around competition and trade-offs between food and biomass production, and other ecosystem goods and services required by society. The recently announced 25 Year Environment Plan (25YEP) outlines the UK Government's commitment to the protection and management of our environmental assets to deliver multiple benefits for society. Specifically, it states that future policy will support farmers to 'deliver benefits ....and achieve outcomes at the landscape and catchment level'. This will include habitat management and creation at the landscape scale to create resilient ecological networks, as recommended by Sir John Lawton in his 2010 review. Similarly, the BEIS Industrial Strategy seeks to 'put the UK at the forefront of the global revolution in farming to deliver benefits to farmers, the environment and consumers whilst driving growth, jobs and exports'. This will require farming systems that are sustainable and support the delivery of other ecosystem benefits. To put these new, cross-departmental policies into practice will require a more holistic landscape-scale decision-making framework than is currently available, underpinned by evidence from a high quality, cross-disciplinary research base.

New Science to Enable the Design of Agricultural Landscapes that Deliver Multiple Functions (AgLand) will address this need and provide new knowledge, data and metrics, and a research infrastructure of study landscapes to enable evidence-based landscape planning. It will also aim to build cross-sectoral consensus and identify knowledge gaps to inform the design of future Landscape Decisions SPF initiatives. AgLand will build upon the research infrastructure, including new metrics and models, validated using existing NERC and BBSRC strategic investments (i.e. ASSIST, S2N and Wessex BESS), and will deliver this aim through the following objectives:

1) Develop and validate new metrics to describe the composition, structure and function of agricultural landscapes using earth observation techniques and existing national datasets;
2) Construct models describing the relationship between these landscape measures and key abiotic and biotic processes, and quantify how they vary across spatial scales;
3) Validate these models using data from previous UKRI and Defra investments ('study landscapes');
4) Quantify likely change in demand for and supply of natural capital and ecosystem services, including food production, within intensively farmed landscapes taking account of alternative trajectories of land-use change;
5) Using this knowledge, create tools to support cross-departmental policy makers in the design of future 'multi-functional landscapes' to optimise, at multiple scales, the delivery of food production together with other key ecosystem functions linked to livelihoods and well-being.

Planned Impact

Landscape decision making is complex and involves many stakeholder groups often with competing demands for services from the same landscape. AgLand will provide new knowledge, data and metrics, and a research infrastructure of study landscapes to enable evidence-based landscape decision-making and to inform future research priorities. This knowledge will help build consensus between stakeholder groups and will enable new thinking on the design of future 'multi-functional landscapes' to optimise food production, protect the environment and key ecosystem functions linked to livelihoods and well-being. Beneficiaries of the AgLand outputs will be:

1. Policy-makers - A key aim of the Landscape Decision SFP is to support cross-departmental policy decisions on how to design and manage future landscapes to deliver both sustainable food production, and a wide range of other ecosystem goods and services required by society. Defra's 25 Year Environment Plan (25YEP) outlines the UK Government's commitment to the protection and management of our environmental assets to deliver multiple benefits for society. Specifically, it states that future policy will support farmers to 'deliver benefits....and achieve outcomes at the landscape and catchment level'. Policy-makers in Defra and BEIS, and the devolved administrations, are therefore likely to be amongst the main beneficiaries of the project findings.
2. Policy-implementers & regulators: These stakeholders will include statutory bodies, such as NE, EA and Forestry Commission, and their equivalents in Scotland and Wales. They will be tasked with implementing the new Agriculture Bill to deliver the objectives of the 25 YEP, and be required to monitor and report on progress towards these stated outcomes at the landscape and catchment scales.
3. Farmers, Farm Advisors and Agri-businesses, as well as national bodies such as the AHDB, Agricultural Industries Confederation, and NFU are both vitally important stakeholders as land management practitioners, and beneficiaries of goods and services provided by rural landscapes. CEH and RRes have strong links with this sector though a long track record of knowledge provision, data products and decision support tools to underpin sustainable food production and protect the environment. Examples include the CEH Land Cover plus series of maps (Crops, Pesticides and Fertilisers), our collaboration with Agrimetrics to develop mobile apps for benchmarking farm crop yields against regional data, and Rothamsted partnerships with AHDB and the Yield Enhancement Network. These stakeholders will benefit from the new knowledge, data and metrics generated by AgLand through the development of new decision support tools to support their businesses.
4. Landowners and Trusts - Large landowners, such as the National Trust, have strategies and plans to restore and protect the natural environment and reverse the declines in wildlife at the landscape scale. Agriculture is a key component of their activities and by working with their farmers the Natural Trust is testing approaches to landscape scale land management to deliver healthy, resilient and productive land. New knowledge, metrics and tools generated by Agland that can support decision making under land-use change will benefit these organisations in achieving such goals.
5. NGOs that represent a wide range of public interests in landscape planning and management will also be beneficiaries of AgLand. They include NGOs with interests in biodiversity and conservation (e.g. RSPB, Butterfly Conservation, Woodland Trust, Wildlife Trusts), together with organisations with wider interests, (e.g. the Ramblers, CPRE). These organisations are often at the forefront of landscape management initiatives (e.g. Living Landscapes) and will benefit from the new spatial models and tools to inform the planning of multi-functional landscapes.

Publications

10 25 50
 
Description AGLAND is providing stakeholders with significant new knowledge, data, models and tools to inform improved land use and land management decision-making at the landscape scale:
1. We have developed a robust methodology for classifying the biophysical landscapes, farmed landscapes and farming systems characteristic of the UK, and how these related to one another. These national data layers are now available to stakeholders. They provide a consistent way of describing farmed landscapes and their associated farming systems that can be readily linked to the provision of ecosystem goods and services, and to measures of long-term sustainability and resilience to environmental change. This method is applicable to other countries;
2. AGLAND has produced improved national models at 1km square scale for 14 regulating, provisioning and cultural ecosystem services and how they vary with landscape and farming system. These include improved models of crop production, the pollination service, greenhouse gas fluxes, and water quality and quantity, and recreational use;
3. We have developed a model estimating supply and demand for ecosystem services associated with landscapes and farming systems and used this to explore different land use/management policy scenarios;
4. AGLAND has developed decision support tools to enable stakeholders to: 1) explore and benchmark the 14 modelled ecosystem services at the country, county, NCA, and catchment scales, and to associate these with landscapes and farming systems, and 2) evaluate the trade-offs in supply and demand for ecosystem services under different land use/management scenarios;
5. We have engaged with stakeholders making decisions at the national (policy), regional (Local Nature Partnerships) and farm scale (farm clusters).
Exploitation Route AGLAND is providing stakeholders with significant new knowledge, data, models and tools to inform improved land use and land management decision-making at the landscape scale.
Sectors Agriculture, Food and Drink,Environment,Leisure Activities, including Sports, Recreation and Tourism,Government, Democracy and Justice

 
Description AGLAND has developed innovative ways of describing the biophysical landscape, the farmed land landscape and farming systems for GB. This system of classifying landscapes and farming systems into types will provide a framework to support improved landscape decision making by regional and national policy makers. This has particular relevance to the recently announced mid- and higher-tier English agri-environment schemes, namely the local nature recovery scheme and the landscape scheme. Both require land use planning and collective land management actions at the landscape scale to achieve multiple outcomes. AGLAND is in the process of linking these landscape classes and farming systems to enhanced models of ecosystems good and services that directly benefit society. Once complete, this will enable landscape planners and policy makers make informed decision on the design of new, multi-functional landscapes that balance the trade-offs between food production, resource use and a clean and healthy environment.
First Year Of Impact 2019
Sector Agriculture, Food and Drink,Communities and Social Services/Policy,Education,Environment
Impact Types Cultural,Societal,Economic,Policy & public services

 
Description How many trees should we plant and where? Modelling the landscape-level benefits and biodiversity consequences of woodland creation.
Amount £228,602 (GBP)
Funding ID NE/V007831/1 
Organisation Natural Environment Research Council 
Sector Public
Country United Kingdom
Start 10/2020 
End 06/2023
 
Title Multi-tier archetypes to characterise British landscapes, farmland and farming practices 
Description This dataset consists of landscape and agricultural management archetypes (1 km resolution) at three levels, defined by different opportunities for adaptation. Tier 1 archetypes quantify broad differences in soil, land cover and population across Great Britain, which cannot be readily influenced by the actions of land managers; Tier 2 archetypes capture more nuanced variations within farmland-dominated landscapes of Great Britain, over which land managers may have some degree of influence. Tier 3 archetypes are built at national levels for England and Wales and focus on socioeconomic and agro-ecological characteristics within farmland-dominated landscapes, characterising differences in farm management. The unavailability of several input variables for agricultural management prevented the generation of Tier 3 archetypes for Scotland. The archetypes were derived by data-driven machine learning. The three tiers of archetypes were analysed separately and not as a nested structure (i.e. a single Tier 3 archetype can occur in more than one Tier 2 archetype), predominantly to ensure that archetype definitions were easily interpreted across tiers. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
URL https://catalogue.ceh.ac.uk/id/3b44375a-cbe6-468c-9395-41471054d0f3
 
Description Collaboration with the Dorset Local Nature Partnership 
Organisation Dorset Local Nature Partnership
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution Presenting the tools/outputs from work package 1 and 2 to the Dorset Local Nature Partnership, tailored to the Dorset area to discuss how well they represent the area, if they would be useful and how they might use the tools for suggesting management options.
Collaborator Contribution Access to 17 different partners within the Dorset Local Nature Partnership who will help provide suggested improvement and directions for future development and use of the tools and outputs in work package 1 and 2.
Impact Suite of tools/outputs have been created for presentation and dissemination to the collaborators (includes the published archetypes) for them to provide feedback on. Still in the early stages, this should provide an updated and improved suite of tools to allow land management decisions to be made to improve different ecosystem services within the Dorset area.
Start Year 2022
 
Description Collaboration with the Gloucestershire Farming and Wildlife Advisory Group 
Organisation Farming & Wildlife Advisory Group
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution Work package 3 has been collaborating with the Gloucestershire Farming and Wildlife Advisory Group. This has involved making the initial contact and being able to provide information about the farming landscape archetypes (developed in work package 1) and ecosystem services (developed in work package 2).
Collaborator Contribution Gloucestershire FWAG have provided their knowledge to the development of the stakeholder workshops in work package 3 by not only providing the names of key stakeholders but by providing their expertise on the content to be covered in the stakeholder workshops. FWAG may also be able to provide the grant with additional data.
Impact Engagement activities with public bodies who are stakeholders for farming policy and land management and workshops have been arranged.
Start Year 2021
 
Description 4th workshop on 'Archetypes of Sustainable Development' (Stockholm Resilience Centre) 
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 Two members of the team took presented the work on the farmland archetypes developed in work package 1 of the project.
Year(s) Of Engagement Activity 2021
 
Description Current status and key questions in Landscape Decision making programme (Isaac Newton Institute) 
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 Two members of the project team (Andrew Mead and James Bullock) spent a week (22nd to 26th July 2019) at the Isaac Newton Institute during the month-long programme, working with and interacting with the various quantitative scientists, during which they gave a joint brief presentation about AgLand, presentations about our their interests in this area, and a brief presentation about the landscape structural metrics in the FragStats software. They also encouraged links to be made with AgLand from some of the "SPF NERC Landscape Decisions mathematics and statistics challenges: large grants call" proposals that were being developed during the programme, and both contributed ideas to the "Research Priorities for Landscape Decisions" presentations that were given in a workshop.
Year(s) Of Engagement Activity 2019
 
Description Defra workshop on place-based land use change implications of GHG emissions reduction policies 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact An expert workshop was held in August 2020 to discuss plausible environmental and wider socio-economic implications of land-use change which could arise from land use changes driven by wide-uptake of the CCC's recommendations to reduce GHG emissions. Geographical variations in soil type, topography, weather, hydrology, agricultural land classification and current land use across England mean that that the effects of these policies could vary in different parts of the country. The trends and drivers underlying these differences were assessed through workshops focusing on four contrasting English river catchments - namely Eden (Cumbria), Wensum (Norfolk), Avon (Hampshire) and Tamar (Devon and Cornwall), which represent 80% of UK soil/ rainfall combinations and the major farm types in England and Wales.The workshop participants included academic researchers, farmers (small and tenants), farming engagement and advice officers, and other stakeholders who could represent the views of key stakeholder groups including farmers (including small family and tenant farmers), environmental interest groups (including the Rivers Trust, flood management interest groups and water industry). We have treated these as expert witnesses who are able to provide a broad overview of land use trends and key drivers affecting the agricultural sector.
Year(s) Of Engagement Activity 2020
 
Description Engaged stakeholders from North Devon study area 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Study participants or study members
Results and Impact Attended North Devon sustainable finance meeting at Rothamsted Research (North Wyke), engaging with Andy Bell (North Devon Biosphere programme co-ordinator). As Andy Bell co-ordinates the North Devon Biosphere programme and is working with Natural England in delivering an Environmental Land Management System trial we introduced him to the AGLAND project. This engagement will allow us to collaborate in future years to validate our land and farm system archetypes as well as predictions of ecosystem services. We expect this to be beneficial to them by demonstrating the potential of ecosystem service modelling with respect to landscape planning. As a project we will benefit from validating our work which is likely to result in improvements to the ecosystem service models that we are applying.
Year(s) Of Engagement Activity 2019
 
Description Engaged stakeholders from the Thames area 
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 Meeting held between AGLAND and southwest farming and wildflife advisory group (SW FWAG; Jenny Phelps) on 6th Jan 2020 at Royal Agricultural University, Cirencester. As FWAG is running an Environmental Land Management System trial in the Thames we introduced them to the AGLAND project. This engagement will allow us to collaborate in future years to validate our land and farm system archetypes as well as predictions of ecosystem services. We expect this to be beneficial to them by demonstrating the potential of ecosystem service modelling with respect to landscape planning. As a project we will benefit from validating our work which is likely to result in improvements to the ecosystem service models that we are applying. In particular, FWAG are currently using Land App to collect high resolution field scale information that will be valuable in ground truthing outputs being developed in AGLAND (e.g. a 10m resolution landcover map for better ecosystem service estimation).
Year(s) Of Engagement Activity 2020
 
Description Follow up meeting application of Agland data, models and decision support tools to support Defra Tests and Trials project in the Cotswolds led by Farming and Wildlife Advisory Group SW 
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 to discuss application of Agland data, models and decision support tools to support Defra Tests and Trials project in the Cotswolds led by Farming and Wildlife Advisory Group SW.
Led to significant improvementin Agland data and tools.
Year(s) Of Engagement Activity 2023
 
Description Landscape Decision Programme -commissioned report on landscape decision models for farmers 
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 Provided detailed descriptions and demonstration of the Agland data sets, models and decision support tools for a review of landscape models for farmers commissioned by the SPF Landscape Decision programme. Let to participation in Decision Support Tools for Sustainable Landscapes Focus Group.
Year(s) Of Engagement Activity 2022
 
Description Landscape Decision Programme Decision Support Tools for Sustainable Landscapes Focus Group 
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 Participated in Decision Support Tools for Sustainable Landscapes Focus Group. Presented the models and digital tools produced by the Agland project and was provided with practitioner feedback.
Year(s) Of Engagement Activity 2023
 
Description Oral presentation given at the British Ecological Society conference in December 2021 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Oral presentation given at the British Ecological Society conference in December 2021 on the greenhouse gas tool that is being developed as part of the project.
Year(s) Of Engagement Activity 2021
 
Description Talk at the British Ecological Society Conference: Multi-level archetypes of Farming Landscape and Practise in Britain 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Presentation to disseminate research, methods and outcomes to peers and the wider scientific community, led to questions and discussions afterwards.
Year(s) Of Engagement Activity 2022
 
Description Talk at the British Ecological Society Conference: Trade-offs in using landscape archetypes to plan ecosystem service delivery 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Presentation to disseminate research, methods and outcomes from work package 2 to peers and the wider scientific community, led to questions and discussions afterwards.
Year(s) Of Engagement Activity 2022
 
Description Workshop to discuss application of Agland data, models and decision support tools to support Defra Tests and Trials project in the Cotswolds led by Farming and Wildlife Advisory Group SW 
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 to discuss application of Agland data, models and decision support tools to support Defra Tests and Trials project in the Cotswolds led by Farming and Wildlife Advisory Group SW.
Led to Agland data and tools being extensively tested i the project by 47 farmers and advisers.
Year(s) Of Engagement Activity 2022
 
Description Workshop with Cumbria Local nature Partnership 
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 Engagement workshop with the Cumbria Local Nature Partnership to explore user requirements and feedback on Agland data sets, model outputs and decision support tools.
chrome-extension://efaidnbmnnnibpcajpcglclefindmkaj/https://www.cumbriawildlifetrust.org.uk/sites/default/files/2018-05/cumbria-local-nature-partnership-environment-strategy-20-01-2015.pdf
Year(s) Of Engagement Activity 2023
 
Description Workshop with Dorset Local nature Partnership 
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 Engagement workshop with the Dorset Local Nature Partnership to explore user requirements and feedback on Agland data sets, model outputs and decision support tools.
https://dorsetlnp.org.uk/
Year(s) Of Engagement Activity 2023
 
Description Workshop with JNCC and Defra Environmental and Management teams 
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 to present Agland data sets, models and decision support tools to the JNCC modelling and data analysis team and the Defra Environmental Land Management teams. The Defra and JNCC teams also shared the results of their current modelling activities.
Year(s) Of Engagement Activity 2022