Work Package 1.1 - Soil
Soils provide a range of benefits for society including growing crops and timber, regulating water flow, and storing carbon. However, these functions face threats from soil erosion, compaction, contamination, and losses to urban expansion. It is therefore vital that soils are managed sustainably to ensure that future generations have healthy soils that can provide these functions that are demanded by society and ensure our food security into the future.
Providing tools to enable land managers to sustainably manage soils, reduce degradation of the soil resource and minimise the impact on other parts of the environment can help to protect and enhance soil quality. These tools can range from rapid methods to assess changes in soil quality to providing guidance on which soils are susceptible to erosion or compaction.
The UN sustainable Development goals, the National Performance Framework, the Land Use Strategy and Scottish Soil Framework (and others) all give an overarching context to the current research.
Aim of Research
To support the sustainable use and management of Scotland’s soil resource. We will provide new and improved tools to predict how soil functions respond to land use, management and environmental pressures. These decision support tools will enable users to address a wide range of policies and decision-making across scales from field to national to help improve the management of our natural assets to support sustainable land-based industries, increase the land under sustainable soil management and restore degraded soils to enhance and safeguard the multi-functional capacity of Scotland’s soils under a changing climate and other drivers of change.
Sustainable soil management requires that we maintain the multiple functions of the soils. We have developed a series of maps, models and methods that allow us to investigate how soils will respond to pressures from land use and climate change from field to national scale while retaining those multiple functions such as water supply for growing crops, carbon storage and sequestration. The maps can be used to examine how changes in land use, for example agricultural or forestry expansion, will alter the ability of the soil to perform a range of functions. In particular, these maps also allow an assessment of the probablility of the soil being able to provide a range of functions. National scale mapping of soil water availability provides key input data for running crop production models and parts of this work have been incorporated into the SoilMAT suite of simple models which can be used to investigate changes in soil properties such as carbon sequestration with land use or climate changes. We have identified costs and public preferences related to peatland restoration, a key aspect in climate change mitigation and modelled the long-term changes in soil functions of grasslands in response to changes in soil pH.
- Soil carbon research: SEFARI scientists presented an overview of work on soil carbon sequestration in relation to land use at a workshop on UK Soil Organic Carbon Data and Modelling at the Centre for Ecology and Hydrology in Lancaster. The aim of the workshop was to identify dataset to help in the development and validation of new models of soil carbon dynamics. Previous research on the potential for carbon storage in Scotland's agricultural soils was presented at Climate Week 2018 in Victoria Quay, Edinburgh and an article on the potential to pay farmers to sequester and store carbon in their soils and the beneficial effect of increasing soil carbon on water retention, on increased resilience to erosion and on soil biodiversity was published in the Scotsman on World Soil Day (5th December).
- Policy interaction: Using digital mapping resources for soil hydrological data (developed in the SRP through interaction with CREW and Underpinning Capacity), SEFARI researchers were able to provide evidence to the Scottish Government (Climate Change and Business Support) in support of a derogation request to the European Commission. The evidence on the impact of the wet 2018 spring on soil wetness, and the potential damage that would result from farmers being forced to cultivate saturated soils to comply with Crop Diversification regulations under the EU CAP Greening, was used to support a successful application to the European Commission that prevented thousands of farmers across Scotland facing penalties for breaching an EU regulation.
- Knowledge accounts: Information generated (publications and reports) by SEFARI researchers on economic and social aspects of peatland restoration options contributed to Scottish government-produced knowledge accounts of Scotland’s natural assets. This information highlighting the importance of peatlands in the provision of ecosystem services and the potential risks and knowledge gaps in relation to public and land-manager acceptance of potential peatland restoration options. This information was also used in an application for funding to investigate barriers to uptake of peatland restoration management, led by the Soil Association.
Reliable spatially explicit information about soil is important for modelling soil functions and the benefits these bring to society. Digital soil mapping techniques were used to derive estimates of soil physical, chemical and hydrological properties that were then used to produce national scale maps of a range of soil functions and threats to the soil resource. These included risk and function models to estimate compaction, erosion risk, greenhouse gas (GHG), water and nutrient regulation. The maps and datasets can be used to explore scenarios of land use and climate change as well as providing a framework for sustainably managing the soil resource. The integration of spectroscopic and remote sensing (satellite) data is being explored to assess the condition of Scottish peatlands and supports the work to enhance understanding of restoration costs and their variation across measures, peatland condition, and location of restoration sites.
- Valuing peatland restoration benefits: A paper has been published that shows that environmental attitudes and a sense of place positively contributes to the monetary value that people attach to peatland restoration. Further qualitative work on the role of people (sense of care, responsibility and connection) in relation to perceptions of rewilding of peatlands has been highlighted at a number of conferences. The work has shown that peatland restoration is likely to generate net benefits for society which will help in persuading land managers the value of peatland restoration. Quantitative work, in collaboration with Leeds University, has summarised existing evidence on cost-effectiveness of peat restoration options, and produced recommendations for future collection and analysis of economic data (Report). Key findings and recommendations from both qualitative and quantitative work have been presented to the National Peatland Group.
- Raising the global profile of SEFARI soils work: Major contributions were made to the international Pedometrics conference (which was attended by over 200 delegates from across the world) by SEFARI staff through oral and poster presentations, running training workshops, and giving keynote talks. Two papers based on previous RESAS funded work were selected for a special virtual journal 25th anniversary issue.
- Digital tools: SoilMAT is a simple summary process-based model, which has been initially developed in MS Excel. The model has modules to predict soil texture, carbon storage and water supply to describe the impact of changes in temperature and rainfall on crop production and to determine fertiliser use, nutrient limitation, nitrate leaching and greenhouse gas emissions in Scottish soil. Meetings with stakeholders help to ensure an alignment between land use scenarios of importance to them and SoilMat development. Evaluation and validation of the modules will take place over the coming years. (EGU2018-12925 | Presentation).
- Soils Risk Maps: A series of risk maps for much of the cultivated land in Scotland have been developed to help farmers identify areas vulnerable to erosion, compaction, leaching and runoff. These maps integrate work funded by CREW, Underpinning Capacity and the SRP, and are aimed at improving water quality by reducing diffuse pollution from land-based activities. SEPA, Scottish Water and SNH have asked to be provided with these maps and they will also be accessible via Scotland’s Soils website for use by land managers.
Having reliable spatially explicit information about soil is important to modelling a wide range of soil functions and their response to external pressures. Soil texture is specifically important as it influences several key properties and processes. A 3D model of soil texture has been produced using digital soil mapping techniques. The results can be used as input for further soil functions modelling in the context of ecosystem services provision.
We have also developed a framework to model changes in soil processes due to changes in soil pH. The addition of lime to agricultural soils to improve crop growth also impacts on other soil functions and processes. We have reviewed a range of soil models used to predict these changes that will be used in subsequent years to envaluate the impact of changing pH on soil functions.
Scotland’s peat soils are seen as a significant carbon store but, to date, there has been a lack of systematic Scotland-wide data on peat depths. A review of litrature was undertaken in order to derive a dataset of peat depths that can be used to quantify carbon stocks in Scottish soils.
- A new soils website is now operational where there is a wide range of soil information and where various datasets can be downloaded making Scottish soils data much more accessible.
- The Soil Monitoring Action Plan (SoilMAP) has underpinned new activities in monitoring soil erosion through engagement with Scottish Environmental Protection Agency (SEPA), Scottish Water, CREW and through citizen science. The data gained will inform the risk-based modelling of soil erosion.
- A web-based Peatland Condition Assessment support tool and a Peatland Learning Module have been developed in collaboration with Leeds University.
- A paper on public perceptions of peatlands was published, based on a focus group study. The main finding was that often the same people have ambivalent views of peatland as both good and bad, similar to nature/wildernesses and cultural landscapes under human management. Understanding of what people value and see as important needs to be taken into account in communication and planning.
- 48 tweets were made over a 24-hour period to mark World Soil Day (5th Dec 2016) reaching nearly 6000 followers.
Modelling and mapping secondary soil hydrological properties such as Soil Wetness Class is important in many land evaluation schemes such as LCA and LCF and is key for many assessments of ecosystem services, soil functions, modelling catchment typologies and assessing threats to soil sustainability by soil compaction. The original, underpinning climate property of Field Capacity days used to derive Soil Wetness Class is based on 1941-70 climate observations and will be updated using more recent rainfall data.
While the soil erosion risk maps are useful to show the areas vulnerable to erosion, they cannot evaluate where the risk can be reduced though changes in management. We will continue to develop a Bayesian Belief Network (BBN) as a tool for assessing how erosion risk can be reduced (or enhanced) by changes in land use practices or climate. Similarly, the SoilMAT model to predict the effects of changing land use and climate water supply, carbon sequestration, crop production and nutrient supply will be evaluated.
Assessing how digital soil maps (DSM) produced by machine learning algorithms compares to traditional soil mapping and risk assessment is important in giving confidence to users of any new DSM products. The erosion risk maps give a useful means of evaluating the DSM output.
We will continue the evaluation of impact of soil pH changes on nutrient availability, building on previous work and aiming to improve understanding on the risk of P loss as well as P retention according to soil management practices with a specific focus on liming in this case.
To date, FTIR calibrations to predict soil properties have been developed on spectra of dried milled soil samples. In order to move towards a method which is useable in the field, calibrations based on spectra of field condition soils are needed. Using the protocols developed, we will record a further suite of spectra using soil in their field condition. Like FTIR, XRF techniques offer a means of rapid monitoring of soil conditions. However, the effects of soil moisture and organic matter on XRF results may be different between mineral and organic soils and this will be assessed on selected subsamples of different soil types.
We will provide a descriptive analysis of the costs and the factors that may influence cost variation across peatland restoration sites. While restoring peatlands is a key aspect of sustainable land use, there are other areas of socioeconomic soil management research which are recognised by stakeholders as of high importance but are poor in available data. We will formulate this into a list of the highest priority research questions, targeted to policy to ensure that these are addressed.
As a way to engage with citizens and to obtain information on the nature and extent of soil erosion in Scotland, we will develop an Erosion App, whereby users can submit photographs and basic information on observed soil erosion. This information will help us validate the erosion risk maps and BBN.
- A poster on "Field Based Soil Analysis" using portable FTIR initially presented at a workshop was presented at Potatoes in Practice and copies sent to practitioners who requested it.
- Poggio, L. & Gimona, A. (2017). 3D mapping of soil texture in Scotland. Geoderma Regional, 9, 5-16.
- Robertson, J., Shand, C. and Perez-Fernandez, E. (2016) The application of Fourier transform infrared, near infrared and X-ray fluorescence spectroscopy to soil analysis. Spectroscopy Europe Vol 28(4), 9-13.
- Paper presented by Michaela Faccioli et al. on the ‘Stated preferences for conservation policies’ at the European Association of Environmental and Resource Economists conference, June 2017
- Byg, A., Martin-Ortega, J., Glenk, K., Novo, P. (2017) Conservation in the face of ambivalent public perceptions – The case of peatlands as ‘the good, the bad and the ugly’. Biological Conservation 206: 181-189.
- A paper was presented at the EGU General Assembly 2017 by Chen Wang on the development of 3D Visualization Tools to Support Soil Management In Relation to Sustainable Agriculture and Ecosystem Services (EGU2017-726)
- Poggio & Gimona presented a paper on Soil properties, soil functions, soil security for sustainable management at the BONARES conference Berlin 2018.
- Baggaley, N.J. & Potts J. (2017). Sensitivity of the PESERA soil erosion model to terrain and soil inputs. Geoderma Regional, 11: 104-112.
- Aitkenhead, M.J. and Black, H.I.J. (2017) EXPRESS: Exploring the impact of different input data types on soil variable estimation using the ICRAF-ISRIC global soil spectral database. Applied Spectroscopy, 72(2):188-198.
- Aitkenhead, M. and Coull, M. (2019): "Digital mapping of soil ecosystem services in Scotland using neural networks and relationship modelling - Part 1: Mapping of soil classes" and "Digital mapping of soil ecosystem services in Scotland using neural networks and relationship modelling - Part 2: Mapping of soil ecosystem services”
- Holland et al. (2018). Liming impacts on soils, crops and biodiversity in the UK: A review. Science of the Total Environment, 610-611C pp. 316-332
- A poster describing the SoilMAT model “Modelling SoilMAT-ters” was presented at the EGU2018 General Assembly in Vienna (8-13 April 2018).
- Chapman, S.J., Farmer, J., Main, A. and Smith, J. (2017) Refining pedotransfer functions for estimating peat bulk density, Mires and Peat, 19, Article 23, 1-11.
- Rees, R.M.; Buckingham, S.; Chapman, S.J.; Jones, S.; Lilly, A.; Mathews, R.B.; Morison, J.I.L.; Perks, M.; Vanguelova, E.I.; Yamulki, S.; Yeluripati, J. Soil carbon and land use in Scotland. Final Draft Report to ClimateXChange, Rapid Evidence Assessment.
- Julia Martin-Ortega, Klaus Glenk & Anja Byg 2017. How to make complexity look simple? Conveying ecosystems restoration complexity for socio-economic research and public engagement. PLoS ONE 12(7): e0181686.
- Gagkas, Z., Lilly, A. and Baggaley, N.J. 2018. Comparison of available water capacity predictions in Scotland from different PTFs: implications for modelling. Poster presented at Conference: British Society of Soil Science Annual Conference: Soils and Sustainable Development Goals, Lancaster University – 4th & 5th September 2018. Map can be viewed on Scotland’s Soils Website.
- Paula Novo, Anja Byg & Carol Kyle. 2018. Peatlands as a changing landscape of use and care. RGS-IBG Annual International Conference 2018.
- Gagkas, Z.; Lilly, A. (2019) Downscaling soil hydrological mapping used to predict catchment hydrological response with random forests. Geoderma, 341, 216-235.
- Glendell, M.; Stutter, M.I.; Gimona, A.; Richards, S.; Troldborg, M.; Baggaley, N.; Lilly, A.; Vinten, A.J.A.; Macleod, C.; Pohle, I.; Poggio, L. (2018) Modelling of phosphorus pollution risk to watercourses in Scotland using Bayesian Belief Networks. European Geosciences Union General Assembly 2018 (EGU 2018), Vienna, Austria, 8-13 April 2018. EGU2018-1938. (Poster).
- Paula Novo, Klaus Glenk, Julia Martin-Ortega, Anja Byg & Michaela Roberts. (2018). Costs and benefits of peatland restoration in Scotland & public perceptions of peatlands. Presentation at 8th IUCN UK Peatland Programme conference: ‘Peatland Connections: Building Prosperity’.
- Andrew Moxey, Paul Morling, Rebekka Artz, Klaus Glenk, Julia Martin-Ortega. (2018). Economics of Peatlands (benefits, costs, funding). Presentation at IUCN Peatland Conference, Loch Lomond, October 2018