Resilience of below-ground fungal communities: a mechanistic and trait-based approach

Lead Research Organisation: Cranfield University
Department Name: Sch of Energy, Environment and Agrifood

Abstract

Soil provides a home to a large number of soil organisms and provides a number of services that are underpinning human health. These include storage of carbon and nutrients, which is critical for production of food and contributes to minimising the impact of Global Warming, the provision of antibiotics often derived from soil fungi, to provide and filter water and regulate hydrological cycles. There is however increasing concern that soils are in decline and may not be able to fulfil these services to the same extent if not managed sustainably. The problem we are facing is that we currently have little understanding of how soils respond to change, how this will impact on the microbial community and how this in turn will affect services mediated by microbial life.

Our project will tackle this problem by developing for the first time a theoretical framework that links soil properties, such as the complex geometry of pores within which microbes live, with biodiversity and ecosystem functioning. We will do so by demonstrating interactions and feedbacks for soil borne fungi.

Fungi can influence nearly every process that occurs in soil. There are up to 1.5 million different species of fungi, and they can form between 55 and 89% of the biomass of microbial life in soils. They are characterised by a mycelial growth form that enables them to spread through soil pores over large distances exploring the soil environment for C whilst avoiding competitors. As they interact with the environment and competing species a complex community emerges that delivers services to mankind, such as C decomposition or sequestration. It is generally believed that the diversity of a community makes soils resilient to changes and allows it to deliver services over a wide range of environmental conditions such as wetness, drought, temperature changes, but also various management strategies including organic amendments and tillage operations. This is because various competing species fulfil similar roles and can induce feedbacks that mediate perturbations to the system.

It is therefore important that we understand how these interactions shape these communities, how they respond to perturbations and what risks they are under to be no longer capable of adapting to change. To be able to answer those questions we need to have a fundamental understanding that is currently lacking.

The project will develop such a fundamental framework that will address these questions and identify what key soil properties and fungal traits make a soil more or less resilient and indicate what management options can be put in place to manage soils to be more resilient towards physical changes, such as induced by tillage operations, or wetness and drought cycles, which are envisaged to increase in extreme due to climate change. The mathematical approach followed in this proposal will be able to explore situations beyond what is experimentally tractable and can therefore identify limits beyond which soils are at risk of losing the ability to resist consequences of environmental perturbations.

The questions addressed are at the heart of the soil security programme which seeks to address how soils function and how this functioning can be sustainably managed to enable soils to resist or adapt to perturbations such as those imposed by soil management or environmental change.

Planned Impact

This grant will deliver new insights into what soil properties enhance diversity of fungal communities, and what fungal traits and soil properties enhance resilience to perturbation. The results will indicate how diversity in soils can be managed through altering structure (e.g. via tillage operations) or amendments of organic matter seeking potentially to aim to stimulate specific fungal traits that have been identified to increase resilience.

These outcomes are of great interest to the academic community including those involved in ecology, soil science, mathematics and complex system science, as well as to a range of stakeholders including conventional and organic farmers, conservationists, and national government departments (e.g. DEFRA). Currently it is largely unknown how we can make soils more resilient to change, and this work will offer guidelines to what extend this can be achieved, and what positive actions can be undertaken. It will also identify risks to systems approaching points of instability and decline. This offers new ways by which they manage the land and offers a science basis for policy development. Other beneficiaries include the general public, and secondary Schools in enhancing the uptake of STEM subjects by demonstrating the importance of mathematics in solving real problems.

We will engage with beneficiaries in a variety of ways.

Publications and dissemination at conferences: we will publish the innovative science in leading soil and ecological journals to maximise impact, but in addition will outlining practical applications in fact sheets for a stakeholder audience. We will disseminate results at meetings to a both researchers and stakeholders to enhance uptake and allow for input into our research plan.

Discussion with wider modelling community: one way by which we enhance impact is to ensure that the approaches and key findings can be implemented into larger scale models so that coherent approaches are followed amongst different communities. This is no trivial task and will require discussions between different groups of modellers (e.g. those working with models like ROTHC). We will initiate these discussion through face-to-face meetings early into the project where it can still affect our design.

Interaction through established consortia: We will interact with three major consortia/research initiatives. One will be the community of the Soil Security Programme where we will disseminate our results through briefings and presentations at meetings. The second one will be through our project partner in France where we can interact with complex system scientists and soil scientists addressing questions related to soil management and up-scaling. The third one is the Scottish Alliance for Geoscience Environment and Society where we will in particular interact with wider research and stakeholder community in the Society and Terrestrial C themes.

Mathematics and environmental science: our work serves as a demonstration project how complex system science can be applied to environmental problems, bringing soil science under the attention of a wider research community, e.g. physicists. It also serves as a way to explain at secondary schools the importance of mathematics to enhance uptake of STEM subjects. In the past we have worked with the Prince's Trust and other organisations to run events for school children and we will continue and extend these partnerships to reach and inspire new children

Public understanding: Finally the work will enhance public understanding of the importance of soil biodiversity and will help explain how this relates to soil functioning. We will use our experience in interactive visual media to communicate complex environmental problems. These include 3D visual outputs of internal structures of soils and how microbial interactions belowground.

Publications

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Hallett PD (2022) Building soil sustainability from root-soil interface traits. in Trends in plant science

 
Description As an early output, A new code has been developed for LB modelling to predict the distribution of water and air at microscopic scales within soil. The model was applied to replicated scanned soil samples from 5 bulk densities and two aggregate sizes from which a data set has been produced that can be used by modellers interested in microbial processes in soil. Another key output relates to a special issue in Frontiers in Environmental science and Frontiers in Microbiology which was co-edited by the PI. This brought together papers from >20 academics leading in the field of characterising micro-habitats in soil and identified key research gaps in a comprehensive review paper. Papers were presented at a workshop in the summer of 2018 in France. Simulations have identified key physical, biological and chemical drivers of microbially driven C dynamics with key results presented at the Soil Security Program final day to stakeholders.
Exploitation Route The data sets that have been produced are of interest to modellers trying to understand how microhabitats in soil affect ecosystem services and biodiversity. Currently they are available for use to consortium members of a grant held by our Project Partner who are conducting modelling of bacterial processes, which is complimentary to our fungal process modelling. Datasets associated with papers are freely available and selected datasets have been identified to be shared publicly with NERC data centres.
Sectors Agriculture, Food and Drink

 
Description The project delivered novel modelling approaches as well as advanced our understanding of the importance of soil structure in biological processes. Findings of this project were presented at the Framers Weekly conference 'Soil in Practise', 8 November, Glebe Farm, Lincoln, where the PI presented to an audience of predominantly farmers what makes a healthy soil and how to test soil structural quality where visual images of Xray CT were shown to raise awareness of the importance of soil structure and what can be done about it on the farm. In addition the following impact results from the work to communities not directly related to the project: - A blog was written with a science writer for the Food Network, entitled 'Unlocking the power of microorganisms to boost crop production' partly based on considering the role of soil structure and how this contributes to establishing the rhizosphere following approaches (characterisation of micro-structure of soils plus modelling) developed in this project. This emphasized the broader applications of the approaches developed in the project. - At a workshop organised by the Soil Security Program ideas were developed towards needs to enhance uptake of non-till practises. This resulted in support for a workshop in partnership with the British Society of Soil Science bringing together the community with growers to exchange experiences and discuss hurdles to uptake and how these could be overcome. - The modelling approaches applied in our approach made use of novel programming for the simulation of reaction diffusion systems with applications in the visual arts. We demonstrated the use of an OpenACC code between heterogeneous hardware as a key benefit to the scientific computing community, notably those involved in gaming, in turns of speed-up. - At the final meeting of the soil security program a 2-page leaflet and poster were developed highlighting the basic ideas, key findings and broader implications aimed at an audience of stakeholders 'modelling microbes: decoding how fungi affect soil resilience'. This resulted in discussions with companies about the importance of soil structure in soil processes and resulted in follow-up work - the project delivered practical training on the use of modelling approaches in engineering and biological sciences at a summer school in France, and a workshop in Spain to advocate mathematical approaches in soil and environmental sciences.
First Year Of Impact 2018
Sector Agriculture, Food and Drink
Impact Types Societal

 
Description FUSED-Functionality of Urban Soils supporting Ecosystem service Delivery
Amount £364,607 (GBP)
Funding ID NE/S004920/1 
Organisation Natural Environment Research Council 
Sector Public
Country United Kingdom
Start 02/2019 
End 02/2022
 
Title Bacterial distribution in soil microhabitats at different spatial scales 
Description The data underpin the results described in the Geoderma paper by Juyal et al (2018) https://doi.org/10.1016/j.geoderma.2018.07.031 entitled 'Combination of techniques to quantify the distribution of bacteria in their soil microhabitats at different spatial scales'. The data are represented in an Excel file and show counts of bacteria in individual sections of soil blocks and their corresponding pore geometry as determined by Xray CT at three different spatial scales. The data underpin the summary data described in the paper where a detailed method description is also provided. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
URL https://cord.cranfield.ac.uk/articles/dataset/Bacterial_distribution_in_soil_microhabitats_at_differ...
 
Title Data for spread of bacteria in soil 
Description Data set related to the paper 'Influence of soil structure on the spread of Pseudomonas fluorescens in soil at microscale'the objective of the study was to determine the influence of soil pore characteristics on the spread of bacteria in soil. Bacteria were introduced and locally and allowed to spread through soil. Soil was resin impregnated and the location of bacteria was observed in thin sections. X-ray CT was used to determine the physical characteristics of the pore space. The data set contains the raw data published in the accompanying paper. Treatment refers to the bulk density of the soil and 2 thin sections were counted for each sample. at each micro-site in soil pore characteristics are given in the table and the number of bacterial cells found in that section through observation and counting under the microscope. Counts are converted to cell densities. The data relate to the spread of bacteria and further analysis of the data is described in the paper 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
URL https://cord.cranfield.ac.uk/articles/dataset/Data_for_spread_of_bacteria_in_soil/11854239
 
Title Solid, air and water phase distributions of a UK sandy loam soil packed at five bulk densities 
Description The data set provides Computed Tomography based soil microstructures of a sandy loam soil (Invergowrie, Scotland) providing the distributions of soil, air and water. The images provide two water conditions (20±0.5 and 80±0.5% of the pore volume), with distribution at pore scale computed using a lattice-Boltzmann modelling approach, for five soil bulk densities (1.2, 1.3, 1.4, 1.5, 1.6 g cm-3), and three repetitions per bulk density (30 images). The domain size of the images is 512x512x512 voxels with a voxel resolution of 24 µm. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact The dataset was first published online the 11th of December 2020 but it is embargoed until the 31 March 2021, when it will be made available to a wider audience. So far, we had informal feedback from other researchers showing interest on using the data set. 
 
Title Solid, air and water phase distributions of a UK sandy loam soil packed at five bulk densities, 2018 
Description The data set provides Computed Tomography based soil microstructures of a sandy loam soil (Invergowrie, Scotland) providing the distributions of soil, air and water. The images provide two water conditions (20±0.5 and 80±0.5% of the pore volume), with distribution at pore scale computed using a lattice-Boltzmann modelling approach, for five soil bulk densities (1.2, 1.3, 1.4, 1.5, 1.6 g cm-3), and three repetitions per bulk density (30 images). The domain size of the images is 512x512x512 voxels with a voxel resolution of 24 µm. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact Data have been used by other colleagues for modelling purposes. 
URL https://catalogue.ceh.ac.uk/documents/0d290420-913a-4858-a090-fdbce616c247
 
Title data set 
Description Data underpinning "Microscale heterogeneity of the spatial distribution of organic matter can promote bacterial biodiversity in soils: Insights from computer simulations" 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact no impact noted at this stage but has received 1215 views and 114 downloads 
 
Title data set 
Description data set underpinning the publication 'Bacterial distribution in soil microhabitats at different spatial scales' 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
Impact no impact noted at this stage, but 34 downloads registered and 1112 views 
 
Title spread of bacteria in soil 
Description Data set related to the paper 'Influence of soil structure on the spread of Pseudomonas fluorescens in soil at microscale' the objective of the study was to determine the influence of soil pore characteristics on the spread of bacteria in soil. Bacteria were introduced and locally and allowed to spread through soil. Soil was resin impregnated and the location of bacteria was observed in thin sections. X-ray CT was used to determine the physical characteristics of the pore space. The data set contains the raw data published in the accompanying paper. Treatment refers to the bulk density of the soil and 2 thin sections were counted for each sample. at each micro-site in soil pore characteristics are given in the table and the number of bacterial cells found in that section through observation and counting under the microscope. Counts are converted to cell densities. The data relate to the spread of bacteria and further analysis of the data is described in the paper 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact downloads 511 (4.3.21) 
URL https://doi.org/10.17862/cranfield.rd.11854239.v1
 
Description Soilµ-3D 
Organisation AgroParisTech
Country France 
Sector Academic/University 
PI Contribution The funding enabled us to form a close collaboration with a consortium of academics on an ANR funded project entitled: Emergent properties of soil microbial functions: Upscaling from 3D modeling and spatial descriptors of pore scale heterogeneity. We contributed to project meetings, co-authored two papers reviewing the current state of characterising soils and microscale and what we have learned from such an approach via modelling. Our contribution focused in particular on fungal modelling where there was no expertise in the French consortium. In addition we contributed and co-organised an international workshop and provided X-ray CT data sets to the consortium which was used by their modellers to advance their bacterial modelling.
Collaborator Contribution The partners provided expertise on modelling bacterial dynamics, in experimental data that could be used for evaluating modelling approaches that we developed and provided expertise in Lattice Boltzmann modelling that we used on our samples obtained in the Urban soil project to calculate connectivity of hydrological pathways and soil hydrological functioning as affected by soil structure
Impact Pot V, Portell X, Otten W, Garnier P, Monga O & Baveye PC (2022) Understanding the joint impacts of soil architecture and microbial dynamics on soil functions: insights derived from microscale models, European Journal of Soil Science, 73 (3) Article No. e13256. for this paper we contributed to the review from our expertise in bacterial and fungal modelling. Mbé B, Monga O, Pot V, Otten W, Hecht F, Raynaud X, Nunan N, Chenu C, Baveye PC & Garnier P (2022) Scenario modelling of carbon mineralization in 3D soil architecture at the microscale: toward an accessibility coefficient of organic matter for bacteria, European Journal of Soil Science, 73 (1) Article No. e13144. (for this publication we provided data) Pot V, Portell X, Otten W, Garnier P, Monga O & Baveye PC (2021) Accounting for soil architecture and microbial dynamics in microscale models: Current practices in soil science and the path ahead, European Journal of Soil Science, Available online 04 July 2021 (1).. We contributed to the review of the current state based on our developed expertise in modelling
Start Year 2019
 
Description Soilµ-3D 
Organisation AgroParisTech
Country France 
Sector Academic/University 
PI Contribution The funding enabled us to form a close collaboration with a consortium of academics on an ANR funded project entitled: Emergent properties of soil microbial functions: Upscaling from 3D modeling and spatial descriptors of pore scale heterogeneity. We contributed to project meetings, co-authored two papers reviewing the current state of characterising soils and microscale and what we have learned from such an approach via modelling. Our contribution focused in particular on fungal modelling where there was no expertise in the French consortium. In addition we contributed and co-organised an international workshop and provided X-ray CT data sets to the consortium which was used by their modellers to advance their bacterial modelling.
Collaborator Contribution The partners provided expertise on modelling bacterial dynamics, in experimental data that could be used for evaluating modelling approaches that we developed and provided expertise in Lattice Boltzmann modelling that we used on our samples obtained in the Urban soil project to calculate connectivity of hydrological pathways and soil hydrological functioning as affected by soil structure
Impact Pot V, Portell X, Otten W, Garnier P, Monga O & Baveye PC (2022) Understanding the joint impacts of soil architecture and microbial dynamics on soil functions: insights derived from microscale models, European Journal of Soil Science, 73 (3) Article No. e13256. for this paper we contributed to the review from our expertise in bacterial and fungal modelling. Mbé B, Monga O, Pot V, Otten W, Hecht F, Raynaud X, Nunan N, Chenu C, Baveye PC & Garnier P (2022) Scenario modelling of carbon mineralization in 3D soil architecture at the microscale: toward an accessibility coefficient of organic matter for bacteria, European Journal of Soil Science, 73 (1) Article No. e13144. (for this publication we provided data) Pot V, Portell X, Otten W, Garnier P, Monga O & Baveye PC (2021) Accounting for soil architecture and microbial dynamics in microscale models: Current practices in soil science and the path ahead, European Journal of Soil Science, Available online 04 July 2021 (1).. We contributed to the review of the current state based on our developed expertise in modelling
Start Year 2019
 
Description access to ISIS and Diamond facilities 
Organisation Diamond Light Source
Country United Kingdom 
Sector Private 
PI Contribution During a visit to ISIS/Diamond facilities new ideas were developed to combine multiple techniques to visualize the physical, biological and chemical properties of the rhizosphere, data collection and analysis is now scheduled to take place during 2020.
Collaborator Contribution development of a proposal to secure beamtime at Diamond and ISIS
Impact no outputs yet; collaboration ongoing
Start Year 2019
 
Description Farmers Weekly Soil in Practise 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact a Presentation was given to an audience mostly comprising farmers at a meeting held at a farm organised by Farmers Weekly as part of the soil in practise series. Presentation and focus of the meeting was on soil structure and knowledge and videos/images generated within the project were used as part of this meeting.
Year(s) Of Engagement Activity 2017
 
Description Farmers weekly Future Farm Technology 
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 Stand to dispaly research including research on cover crops at Future Farm technology EXpo, plus delivering of a talk to gether with a farmer on the use of technology to improve soils
Year(s) Of Engagement Activity 2019
URL https://www.fftexpo.com/en-gb.html
 
Description Food Network Blog 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Work was presented and an STFC workshop; following the workshop an interview took place with a science writer which results in a BLOG written for the food network addressing: unlocking the power of microorganisms to boost crop production. It is too early to assess impact of the blog, but he meeting resulted in access to ISIS and Diamond.
Year(s) Of Engagement Activity 2022
 
Description Invited Keynote presentation 2019 Annual Meeting SPP2089 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Communication of the research methodology and outputs as Invited keynote presentation in the 2019 Annual Meeting SPP 2089 Rhizosphere spatiotemporal organisation - a key to rhizosphere function, Leipzig, Germany, 11-12 September 2019. In addition to sparkling questions and discussions among the attenders, this participation was the starting point of an opinion paper that will be submitted in 2021.
Year(s) Of Engagement Activity 2019
 
Description Presentation at the British Society of Soil Sciences Annual Conference 2019 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Introduction of scientific outputs of the project in the Annual Conference of the British Society of Soil Sciences, which sparked questions and discussion among the attenders.
Year(s) Of Engagement Activity 2019
 
Description microsoil 2018 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Summer School on micro-scale processes in St Loup in France. Our participation was in co-organisation and in delivering training in modelling in microscale-processes in soil. This has led to further international collaboration and paper writing reviewing this area as well as sharing of common approaches used in Xray CT
Year(s) Of Engagement Activity 2018