Dynamic monitoring, reporting and verification for implementing negative emission strategies in managed ecosystems (RETINA)

Lead Research Organisation: James Hutton Institute
Department Name: Information & Computational Sciences

Abstract

Carbon sequestration in soil is one of the most promising biological negative emission (BNE) technologies to mitigate climate change. Soil carbon sequestration relies on the adoption of best management practices to increase the amount of carbon stored in soil. An advantage of soil carbon sequestration in agriculture is that carbon stocks are most depleted in cropland systems, so there is great potential to capture atmospheric carbon without land use conversion and competition for land resources. The successful implementation of land based negative emission technologies will require continuous monitoring, reporting and verification of soil storage changes and greenhouse gas (GHG) emissions to estimate net carbon sequestration in soils. Currently, a lack of cost effective, robust, consistent, transparent and accurate methods limits large-scale implementation of these technologies. Monitoring, reporting and verification of carbon sequestration and GHG emissions from soils could be achieved by combining information from novel cost-effective technological developments in field-based sensors, remote sensing, and/or smartphone apps and integration of models on cloud platforms to confirm management practice effectiveness. The process of detecting and inferring soil carbon changes and GHG emissions is extremely data intensive. In order to understand the variability in soil carbon and GHG emissions there is a need to combine information from diverse sensor networks in different environments and to accurately model soil carbon changes and GHG emissions from various management practices. Here we propose a cloud-based platform that combines new development in sensor-based technologies with cloud-based model simulations to overcome major obstacles for implementing a monitoring, reporting and verification (MRV) system for land based negative emission technologies. To operationalize the MRV system, we will collect and process sensor information from the field, land scape level sensors and national scale (Satellite data) and harmonize data feeds to cloud-based models. This setup allows near time simulations on carbon changes and GHG emissions on the cloud without the need for individual user inputs. This project offers the quality data and confidence required for visualising a future, rising to the demands of a net zero carbon UK by 2050. This project will undertake transdisciplinary research to harness recent advances in digital technology combined with novel approaches in stakeholder engagement to make a step change in delivering integrated management options, co-produced with stakeholders, which can help to mitigate climate change. There are several groups who will benefit from the outcomes of this research. We identify various stakeholders and interested groups; UK Farmers will benefit from a freely available mobile-App to help plan various management options to increase/maintain soil organic matter in soil while also accounting for GHG emissions from soil. For policy makers, web-based decision support tool developed in this project will forecast regional estimates of net soil carbon sequestration and GHG emissions. This project could help in designing strategies to monitor and improve environmental quality and reduce GHG emissions from managed ecosystems to meet net zero Britain by 2050. We anticipate wide interest from academia in the GHG budgets and various environmental data sources this project will generate.

Keywords: Climate change, soils, carbon sequestration, Greenhouse gas emissions, cloud-based modelling

Planned Impact

Apart from benefits outlined for the main stakeholders there are several extended benefits like capacity building, academic engagement and bring several technological advancements are likely from this project:
Capacity building: Currently, the UK reports GHG emissions from agriculture using tier 2 emission methodologies. IPCC tier 3 GHG estimation methods are most complex in terms of required input data, understanding of biophysical processes, monitoring of changes in spatially explicit manner. Output from this project will provide GHG emissions using tier 3 methods which can be reported to the UNFCCC as part if the national GHG inventory. This output will provide capacity and capabilities to the UK. We will approach reporting authorities and engage with them for possible tier 3 reporting based on the outcome of this project.

Global academic/scientific community: We anticipate wide interest in the GHG budgets and various environmental data sources this project will generate. The proposed iterative near-term net carbon sequestration and GHG emissions forecasting framework and data generated from this project will be of long-lasting value to those in the global greenhouse gas modelling and atmospheric science communities.

Technological advancements proposed using developing technologies like aerial photography and mobile app-based soil characteristic estimations will pave the way to digitize farm level information bringing automation into their processes which is an important step forward smart farming technology. The approaches proposed are applicable globally and successful demonstration of our approach will allow uptake internationally, particularly as key data that we will exploit are collected in existing global monitoring programmes.

International outreach: The PI and Co-PI's of this project are very well connected with several international networks. JY and PS are actively involved in Global Research Alliance Agriculture Greenhouse Gas Emissions network and the international initiative "4 per 1000". PS is a lead authors in IPCC and numerous international networks. The research outcome will be presented to these networks to maximize the impact.

Public engagement: We will also disseminate and engage with general public trough social media accounts e.g. twitter, institute blogs etc., A project page on Research Gate, a social media forum for researchers, will be developed and updated regularly with project information, activities and outcomes.
 
Description The RETINA project is currently ongoing and has been extended until August 13th, 2023. After project end, we will revisit this narrative summary and anticipate that the project will have a lasting impact extending beyond its completion. Regenerative practices have the potential to reduce greenhouse gas (GHG) emissions and sequester carbon, but their effectiveness can vary depending on factors such as farm type, soil type, and climate conditions. In some cases, these practices could even increase GHG emissions. The RETINA project aims to address this challenge by developing a real-time dynamic MRV system that uses in-situ sensors, site-specific management data, and model predictions to help farmers make informed decisions and reduce GHG emissions on their farms. Another challenge is in the carbon credit market for farmers. There is a lack of robust, transparent, and reliable methodologies for measuring, reporting, and verifying carbon offset and sequestration on agricultural lands. This can make it difficult for carbon buyers to verify that carbon credits represent genuine emissions reductions, which limits farmers' participation in carbon credit projects. These issues are important as the carbon market in agriculture has significant potential to reduce emissions and sequester carbon. The outcomes of the RETINA project will help farmers on their net-zero journey by enabling them to make informed decisions about adopting better management practices, as well as helping companies manage their supply chain emissions. The project has had impacts in the following areas so far: Scientific impact: The expertise gained from the RETINA project was utilized to contribute to the development of the UK farm soil carbon code through involvement in the UK farm soil carbon code consortium. As part of this effort, we conducted a review of existing soil carbon MRVs worldwide and published a paper. The first UK soil carbon code specifically tailored to UK needs was created. Industrial impact: We collaborated with industry partners, including Nestle, YeoValley Organic, and Chavely Brothers, who expressed significant interest in the technology developed in RETINA. With the participation of Nestle and YeoValley Organic, we formed a consortium and applied for DEFRA's Future Farming bid, securing a 92% score in the first stage with considerable contributions from the industry (up to £1.5 million). We could not proceed to stage 2 due to illness in PI's family. Policy engagement: We engaged with DEFRA and the Scottish Government and delivered several seminars on the use of RETINA in linking to existing policies, particularly with the Scottish government's £51 million investment in baseline soil carbon support. We plan to conduct additional workshops in the coming months for more in-depth engagement and policy inputs. Spinout: The technology developed in RETINA has led to the creation of a spinout called "CarbonXtras," which aims to explore the scalability of this technology in the real world. We received additional initial funding from Scottish Enterprise, and in the next step, we plan to develop pilots in several locations in partnership with industry stakeholders. We aim to develop a business model for CarbonXtras to serve farmers, industry, and policy.
First Year Of Impact 2023
Sector Agriculture, Food and Drink,Digital/Communication/Information Technologies (including Software),Environment
Impact Types Economic,Policy & public services

 
Description Building a Green Future: Emissions Programme Capital Award 22/23
Amount £5,000,000 (GBP)
Funding ID NE/V017144/1 
Organisation National Physical Laboratory 
Sector Academic/University
Country United Kingdom
Start 09/2022 
End 03/2023
 
Description Climate smart management practices on Norwegian organic soils (extension)
Amount £65,000 (GBP)
Organisation Research Council of Norway 
Sector Public
Country Norway
Start 04/2023 
End 03/2024
 
Description Evaluating the potential of Community Natural Farming in mitigating greenhouse gas emissions, food security and poverty alleviation in India.
Amount $57,651 (NZD)
Organisation Global Research Alliance on Agricultural Greenhouse Gases 
Sector Charity/Non Profit
Country New Zealand
Start 02/2023 
End 07/2023
 
Description First purpose-built UK tall tower for greenhouse gas research
Amount £960,000 (GBP)
Funding ID NE/V017144/1 
Organisation Natural Environment Research Council 
Sector Public
Country United Kingdom
Start 02/2021 
End 03/2023
 
Description Synergies in Integrated Systems: Improving resource use efficiency while mitigating GHG emissions through well-informed decisions about circularity (SENSE)
Amount £100,000 (GBP)
Funding ID ECM_63624 
Organisation Department For Environment, Food And Rural Affairs (DEFRA) 
Sector Public
Country United Kingdom
Start 03/2022 
End 02/2025
 
Description Synergies in integrated systems: Improving resource use efficiency while mitigating GHG emissions through well-informed decisions about circularity
Amount R$ 320,000 (BRL)
Organisation National Council for Scientific and Technological Development (CNPq) 
Sector Public
Country Brazil
Start 03/2023 
End 02/2024
 
Title Developing new sampling strategy 
Description To identify optimal sensor deployment locations within land parcel, a novel method/algorithm is developed using topography (elevation, slope, aspect) and aerial photography from GetMapping (three visible bands and three near-infrared bands). All nine variables are subjected to power law transformation to reduce variance in population distribution of values. The optimal number of sample locations in each site is calculated by running the LH procedure across a range of possible sample numbers. 
Type Of Material Physiological assessment or outcome measure 
Year Produced 2021 
Provided To Others? No  
Impact There is an interest from companies engaged in soil carbon monitoring to adapt this method (once it is successfully tested) to optimize number of soil sample collection in any given land parcel. 
 
Description Collaborative efforts towards the development of the Farming Futures R&D fund bid 
Organisation Farm and Wildlife Advisory Group South West
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution We collaborated with industry partners, including Nestle, YeoValley Organic, and Chavely Brothers, who expressed significant interest in the technology developed in this project. With the participation of Nestle and YeoValley Organic, we formed a consortium and applied for DEFRA's Future Farming bid, securing a 92% score in the first stage with considerable contributions from the industry (up to £1.5 million). We could not proceed to stage 2 due to illness in PI's family.
Collaborator Contribution The industrial partners have pledged substantial financial resources to endorse this proposal.
Impact No output generated
Start Year 2022
 
Description Collaborative efforts towards the development of the Farming Futures R&D fund bid 
Organisation James Hutton Institute
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution We collaborated with industry partners, including Nestle, YeoValley Organic, and Chavely Brothers, who expressed significant interest in the technology developed in this project. With the participation of Nestle and YeoValley Organic, we formed a consortium and applied for DEFRA's Future Farming bid, securing a 92% score in the first stage with considerable contributions from the industry (up to £1.5 million). We could not proceed to stage 2 due to illness in PI's family.
Collaborator Contribution The industrial partners have pledged substantial financial resources to endorse this proposal.
Impact No output generated
Start Year 2022
 
Description Collaborative efforts towards the development of the Farming Futures R&D fund bid 
Organisation James Hutton Institute
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution We collaborated with industry partners, including Nestle, YeoValley Organic, and Chavely Brothers, who expressed significant interest in the technology developed in this project. With the participation of Nestle and YeoValley Organic, we formed a consortium and applied for DEFRA's Future Farming bid, securing a 92% score in the first stage with considerable contributions from the industry (up to £1.5 million). We could not proceed to stage 2 due to illness in PI's family.
Collaborator Contribution The industrial partners have pledged substantial financial resources to endorse this proposal.
Impact No output generated
Start Year 2022
 
Description Collaborative efforts towards the development of the Farming Futures R&D fund bid 
Organisation UK Centre for Ecology & Hydrology
Country United Kingdom 
Sector Public 
PI Contribution We collaborated with industry partners, including Nestle, YeoValley Organic, and Chavely Brothers, who expressed significant interest in the technology developed in this project. With the participation of Nestle and YeoValley Organic, we formed a consortium and applied for DEFRA's Future Farming bid, securing a 92% score in the first stage with considerable contributions from the industry (up to £1.5 million). We could not proceed to stage 2 due to illness in PI's family.
Collaborator Contribution The industrial partners have pledged substantial financial resources to endorse this proposal.
Impact No output generated
Start Year 2022
 
Description Collaborative efforts towards the development of the Farming Futures R&D fund bid 
Organisation University of Aberdeen
Country United Kingdom 
Sector Academic/University 
PI Contribution We collaborated with industry partners, including Nestle, YeoValley Organic, and Chavely Brothers, who expressed significant interest in the technology developed in this project. With the participation of Nestle and YeoValley Organic, we formed a consortium and applied for DEFRA's Future Farming bid, securing a 92% score in the first stage with considerable contributions from the industry (up to £1.5 million). We could not proceed to stage 2 due to illness in PI's family.
Collaborator Contribution The industrial partners have pledged substantial financial resources to endorse this proposal.
Impact No output generated
Start Year 2022
 
Description Collaborative efforts towards the development of the Farming Futures R&D fund bid 
Organisation University of Leeds
Country United Kingdom 
Sector Academic/University 
PI Contribution We collaborated with industry partners, including Nestle, YeoValley Organic, and Chavely Brothers, who expressed significant interest in the technology developed in this project. With the participation of Nestle and YeoValley Organic, we formed a consortium and applied for DEFRA's Future Farming bid, securing a 92% score in the first stage with considerable contributions from the industry (up to £1.5 million). We could not proceed to stage 2 due to illness in PI's family.
Collaborator Contribution The industrial partners have pledged substantial financial resources to endorse this proposal.
Impact No output generated
Start Year 2022
 
Description Collaborative efforts towards the development of the Farming Futures R&D fund bid 
Organisation Yeo Marketing Limited
Country United Kingdom 
Sector Private 
PI Contribution We collaborated with industry partners, including Nestle, YeoValley Organic, and Chavely Brothers, who expressed significant interest in the technology developed in this project. With the participation of Nestle and YeoValley Organic, we formed a consortium and applied for DEFRA's Future Farming bid, securing a 92% score in the first stage with considerable contributions from the industry (up to £1.5 million). We could not proceed to stage 2 due to illness in PI's family.
Collaborator Contribution The industrial partners have pledged substantial financial resources to endorse this proposal.
Impact No output generated
Start Year 2022
 
Description Global Research Alliance Agriculture Greenhouse Gas emissions (GRA) 
Organisation Global Research Alliance on Agricultural Greenhouse Gases
Country New Zealand 
Sector Charity/Non Profit 
PI Contribution The impact of climate change on the agriculture sector has made it a major source of greenhouse gas emissions, and meeting the increasing global demand for food while reducing these emissions poses significant challenges. The activities of the GRA have become increasingly relevant to both national and global priorities, as more emphasis is placed on the resilience of agricultural systems and food security. Therefore, countries and partner organizations that are members of the GRA should take advantage of the available evidence-based research and expertise to engage in these processes. The PI of this project is part of the GRA network and actively contributes to and communicates the project results to this forum, with the aim of expanding the project's impact. The PI has participated in all activities, including the annual meeting held in Spain in January 2024.
Collaborator Contribution The collaboration can benefit from the expertise and evidence-based research available through GRA by being part of its network, which can enhance the outcomes of their project. In addition, this affiliation can create opportunities for the collaboration to present their project outcomes to international forums and policy-making bodies.
Impact No outputs yet
Start Year 2022
 
Description UK Farm Soil Carbon Code Consortium 
Organisation Sustainable Soils Alliance
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution Provided modelling expertise to analyse various MRV systems
Collaborator Contribution Expertise on various MRV protocols , review literature and analyse similarities and differences in various MRV protocols
Impact Manuscript entitled "What makes an operational Farm Soil Carbon Code? Insights from a global comparison of existing soil carbon codes using a structured analytical framework" under review.
Start Year 2022
 
Title RETINA mobile APP 
Description The application is a sophisticated software program that consists of tens of thousands of lines of code. Its primary purpose is to provide land managers with a digital twin of their crop management by enabling them to identify their fields and document activities for each field that they choose to include in the application. Once activities are recorded, users can view emission, sequestration, and crop yield models that result from their actions. With the development and licensing of soils and other spatial data, the application could be used in other locations. 
Type Of Technology Webtool/Application 
Year Produced 2023 
Impact The app is currently in the testing phase, and we have not yet released it to stakeholders. Therefore, the extent of its impact has yet to be determined. 
 
Company Name CARBONXTRAS LIMITED 
Description CarbonXtras® is a company that aims to help farmers reduce their greenhouse gas emissions and participate in the carbon credit market. The company recognizes that farmers face several challenges in reducing their emissions, including a lack of information and clarity on what to do, and confusion around which regenerative practices to adopt. To address these challenges, CarbonXtras® has developed a real-time dynamic MRV system that uses in-situ sensors, site-specific management data, and site-specific model predictions to provide farmers with the information they need to make informed decisions and reduce their emissions. CarbonXtras® also recognizes that carbon credits are a crucial tool for achieving climate goals, but many companies have difficulty confidently purchasing carbon credits due to a lack of transparency in the effectiveness of carbon offset projects. To address this challenge, CarbonXtras® offers affordable and verifiable carbon credit measurement for soil carbon at the scale and speed required. This project enables financial institutions and corporations to make informed, evidence-based investment decisions that mitigate the risks associated with transitioning to net-zero emissions. Overall, CarbonXtras® aims to provide a comprehensive solution that addresses the challenges facing farmers and the carbon credit market. The company's technology provides farmers with the information they need to reduce their emissions and generate carbon credits, while also providing buyers with the confidence they need to invest in these credits. 
Year Established 2022 
Impact By streamlining data collection, applying robust models to estimate carbon and GHG emissions, facilitating reporting, and objectively verifying the credits for the buyers, CarbonXtras® is helping to create a more transparent and credible carbon credit market. This could encourage more companies to invest in carbon credits and support the transition to a net-zero economy.
 
Description Collaborating with Agri-Carbon company, Dundee 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Industry/Business
Results and Impact RETINA project, delivered by The James Hutton Institute and Agricarbon agreed to formally collaborate work together to maximise the benefits from their mutual interests in translating areas of science into business practice, with a specific interest in the monitoring, reporting and verification of greenhouse gas emissions and soil carbon from agricultural systems.
Year(s) Of Engagement Activity 2020,2021
 
Description Engaging with Agri-Epi Centre satellite farming network 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Industry/Business
Results and Impact We engaged Agri-Epi and heads of satellite farming network, dairy farming and sensors units from the Agri Epi Centre with the intended purpose of discussing possible synergies between our work and their operations and collaborating with them by their satellite farmers deploying the technology being developed within the RETINA project as test farms. We presented them the RETINA project and received their very comprehensive feedback and their insights in relation to interests and concerns of the arable and livestock farming community. There are two outcomes from this meeting: 1) we agreed to arrange a webinar to present our project to their satellite farmers and receive their feedback. 2) we agreed to work towards understanding how the project can lead to MVR procedure that would significantly reduce the cost towards qualifying for tradable carbon credits through existing mechanisms such as Peatland Code or future mechanism focusing on agricultural land.
Year(s) Of Engagement Activity 2020,2021
 
Description Engaging with DEFRA soils team 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Policymakers/politicians
Results and Impact Gave a talk on "RETINA - Realtime GHG and Soil carbon change predictions" to David Smedley , Head of soils and peatland evidence team. Discussed the possibilities of future engagement and policy inputs from RETIAN project.
Year(s) Of Engagement Activity 2022
 
Description Environmental Agency, England 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Policymakers/politicians
Results and Impact Gave a talk entitled "Real time soil carbon and GHG predictions: A step towards NetZero" Environmental agency staff, England 0n 18th January 2022 followed by question and answer session. Around 25 staff members working on policy attended this talk.
Year(s) Of Engagement Activity 2022
 
Description Invited talk at Brownfield Land Scotland 2022 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Invited talk at Brownfield Land Scotland entitled "Holistic Near Real Time Soil Carbon and Greenhouse Gas Predictions: A Step Towards Net Zero", on 29th March 2022, Glasgow, Scotland, UK. More than 300 people from academia, Industry and professional organization. Sparked discussion on NetZero and how tools and framework developed at JHI could be adapted.

At the end of conference this talk was rated as one of the best with 4 and 5 start rating by audience indicating the impact - this survey was conducted and reported to us by organizers.
Year(s) Of Engagement Activity 2022
URL https://www.brownfieldscotland.com/
 
Description Knowledge exchange and stakeholder engagement activity at Royal Highland Show 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Several people from general public to policy and industrial stakeholders visited JHI - Greenhouse gas emission display at Royal Highland Show.
Year(s) Of Engagement Activity 2022
URL https://www.royalhighlandshow.org/
 
Description Oral presentation at 8th International symposium on Soil Organic Matter, Seoul, South Korea 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Title : Moving Modelling Forward with Accessible Tools for On-Demand Model-Data Synthesis: The Predictive Ecosystem Analyzer (PEcAn)
Author(s) : COWDERY, Elizabeth; CAMERON, David; SMITH, Pete; AITKENHEAD, Matt; DONNELLY, David; YELURIPATI, Jagadeesh
Presenting Author : COWDERY, Elizabeth
was held from June 26 (Sunday) to 30 (Thursday) in Seoul, Korea.

310 participants from 30 countries attended and 308 presentations (6 Plenary, 19 Keynote, 117 Oral, and 166 Poster presentations) were presented in 37 sessions. Presentation led to interesting discussion leading to possible international collaborations.
Year(s) Of Engagement Activity 2022
URL http://som2022.org
 
Description Oral presentation to Rural and Environment Science and Analytical Services Division (RESAS) , Scottish Government 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact PI of the project gave a oral presentation titled "Near Real-Time Digital Monitoring, Verification, and Reporting System : A Step Towards NetZero" Over 150 members of the policy team were in attendance, and they expressed considerable interest in this technology and its relevance to policies of the Scottish Government. We plan to follow up on this in the near future.
Year(s) Of Engagement Activity 2022
 
Description RESAS seminar on "Towards agricultural soil carbon monitoring, reporting and verification through real-time carbon and GHG predictions" 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact delivered a talk on ongoing research under C2 to RESAS which sparked questions and discussion afterwards.
Year(s) Of Engagement Activity 2022
 
Description Talk at DASIM Modeler Workshop at Garmisch-Partenkirchen, Germany 
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 Delivered a talk entitled "Near Realtime GHG emission modelling - why it matters and how this could improve denitrification simulations?" at DASIM Modeler Workshop at Garmisch-Partenkirchen, Germany on 9th and 10th November 2021
Year(s) Of Engagement Activity 2021