Virtual Collaborative Space
Agricultural Greenhouse Gas Emissions
Discovering Agricultural Solutions that Reduce Greenhouse Gas Emissions.
Welcome to the "Agricultural Greenhouse Gas Emissions" Collaborative Space! This dedicated forum brings together agricultural professionals, environmentalists, technologists, and researchers to explore the evolving landscape of greenhouse gas measurement and monitoring. Our aim is to foster meaningful discussions, share cutting-edge knowledge, and develop innovative solutions to improve spatio-temporal resolution of greenhouse gas measurements, reduce carbon footprints, and support sustainable agricultural practices. This goal can only be achieved if we join hands and exchange ideas on the current paradigm and shortcomings of greenhouse gas emissions accounting, intricacies of carbon sequestration, policy frameworks, and the role of digital monitoring, reporting, and verification (dMRV) in carbon farming. Let's collaboratively shape a greener, more sustainable future for agriculture.
Expectations from the collaborators: - Active Participation: Engage actively in discussions, share your insights, ask questions, and provide constructive feedback. - Knowledge Sharing: Contribute by sharing articles, research papers, case studies, and other valuable resources related to agricultural greenhouse gas emissions. - Collaboration: Be open to collaborating on projects, research, and initiatives that align with the goals of sustainable agriculture, greenhouse gas emission reduction, and the role of agriculture in addressing climate change. - Respectful Interaction: Maintain a respectful and professional tone in all interactions. This is a space for positive and constructive dialogue. - Innovation and Initiative: Be proactive in suggesting new topics, initiating discussions, and proposing solutions that can drive the field forward.
Incentives: - Knowledge Sharing: Gain access to the latest research, trends, and innovative approaches to greenhouse gas emission measurement and monitoring from agricultural landscapes. - Networking Opportunities: Connect with industry experts, like-minded professionals, and potential collaborators from around the world. - Professional Development: Enhance your understanding of agricultural solutions to greenhouse gas emissions, sustainable practices, and the potential role of dMRV technology to support low-emission agriculture. - Visibility: Showcase your projects, innovations, and expertise to a global audience, potentially leading to new opportunities and partnerships. - Exclusive Content: Access webinars, workshops, and resources exclusively available to members of this collaborative space.
Moderators

Pratibha Kiragi
P.KIRAGI@CGIAR.ORG

Vijay Tandra Sistla
Collaboration Members (62)











Collaboration for
Keyword(s)
Data
Conversation

Pratibha Kiragi
April 1, 2025
- How can we better coordinate GHG monitoring efforts to avoid duplication? Should there be more standardized protocols, data-sharing mechanisms, or collaborative platforms?
- What examples have you seen of successful integration or alignment between different monitoring schemes?

Pratibha Kiragi
March 24, 2025
- What are the most promising cost-effective tools for measuring GHG emissions in agriculture? Are dMRV tools the answer, or do we need alternative approaches?
- What challenges do you see in scaling affordable GHG monitoring solutions, and how can we overcome them?

Pratibha Kiragi
March 19, 2025
Accurate GHG monitoring is essential for carbon markets to function effectively. It helps quantify emissions reductions, verify carbon credits, and ensure transparency. However, practical challenges like high monitoring costs, data accuracy issues, and inconsistent methodologies can limit its impact.
- What do you think are the biggest gaps or challenges in using GHG monitoring for carbon markets? Are there specific technical, financial, or policy barriers that need urgent attention?
- How can we improve the reliability and accessibility of GHG monitoring to strengthen carbon markets?

Pratibha Kiragi
March 10, 2025
Artificial intelligence (AI) and big data analytics are transforming how farmers tackle climate change, offering precision and efficiency through predictive weather models, AI-powered advisory services, and real-time monitoring. These digital tools also play a crucial role in tracking and reducing greenhouse gas (GHG) emissions in agriculture.
- How can AI and big data be used to measure and mitigate agricultural GHG emissions?
- What are the key challenges - such as data accessibility, trust, and affordability - that hinder adoption?
Let’s discuss innovative ways to leverage AI for low-emission, climate-smart agriculture!

Vijay Tandra Sistla
March 4, 2025
Hello everyone,
This is Vijay Tandra Sistla from CarbonMint(LinkedIn). As a new moderator for this workspace, I would love to hear any ideas or suggestions on how we make this group effective. Also love to solicit input for topics useful/relevant to this group. Here is an initial set of topics that I would like to propose:

Pratibha Kiragi
March 3, 2025
Carbon farming presents a win-win opportunity - farmers can sequester carbon while improving soil productivity. With emerging carbon credit markets and monitoring technologies, the potential for climate-smart agriculture is expanding. However, ensuring fair farmer participation and transparent measurement remains a challenge.
- How can farmers, especially smallholders, benefit from carbon farming initiatives?
- What innovations are making carbon measurement and verification easier?
Let’s hear it, drop your insights below!

Pratibha Kiragi
February 24, 2025
Regenerative agriculture offers a powerful solution to restore soil health, enhance biodiversity, and reduce greenhouse gas emissions. From cover cropping to agroforestry, these practices not only mitigate climate change but also boost farmer resilience. However, adoption remains uneven due to financial, knowledge, and policy barriers.
1. What are the key drivers and challenges in scaling regenerative agriculture?
2. Have you come across successful models that balance sustainability and profitability?
3. What role can technology and policy play in accelerating adoption?
Drop your thoughts in the comments, let’s get the conversation going!

Pratibha Kiragi
February 17, 2025
Carbon markets have been positioned as a way to incentivize low-emission farming practices, but are they truly benefiting farmers? Many smallholders struggle to access carbon finance due to high costs, complex requirements, and verification challenges.
Digital solutions - such as remote sensing, AI-powered carbon measurement, and blockchain-based traceability - are emerging to simplify access, reduce costs, and improve transparency. But are they making a difference?
1. How can digital tools make carbon markets more inclusive for smallholder farmers?
2. What are the biggest challenges in verifying and measuring carbon sequestration digitally?
3. Have you seen successful examples where technology has helped farmers benefit from carbon finance?
Join the discussion and share your insights on making carbon markets work for agriculture!

Pratibha Kiragi
February 11, 2025
Data is transforming agriculture, from satellite imaging to real-time sensors, digital tools are helping track and reduce GHG emissions like never before. But the challenge remains: how do we make this data truly accessible, understandable, and actionable for farmers and policymakers?
- Have you seen or used digital platforms (e.g., dMRV) that translate data into real-world impact?
- What are the biggest challenges in turning data into action?
- How can we bridge the gap between raw data and informed decision-making?
Join the conversation and share your insights! Your experiences can help shape the future of data-driven climate-smart agriculture.

Femi Adekoya
February 4, 2025
The Role of Innovation in Ag GHG Emission Reduction
Innovation is reshaping the way we monitor, manage, and mitigate greenhouse gas (GHG) emissions in agriculture. From digital tools and AI-driven analytics to sensor-based systems and precision agriculture, new technologies are revolutionizing the sector. But the real challenge lies in scaling these solutions—ensuring they are accessible, affordable, and impactful across different farming systems, from smallholder farms to large-scale commercial operations.
So, let’s discuss!
- What innovative tools or strategies have you seen that show promise in reducing agricultural GHG emissions?
- How can these innovations be scaled to benefit both smallholder farmers and large-scale producers?
- What barriers do you think prevent these innovations from widespread adoption, and how can they be overcome?
Join the conversation! Your insights and experiences could help shape the future of climate-smart agriculture.
#InnovationForSustainability #AgTech #GHGReduction #SustainableFarming #ClimateSmartAg

Femi Adekoya
January 29, 2025
Agriculture is both a contributor to and a victim of climate change, accounting for a significant portion of global greenhouse gas (GHG) emissions. While technological innovations and improved farming practices are critical in mitigating these emissions, strong policies and partnerships play an equally vital role in driving sustainable change.
Governments, private organizations, and community stakeholders must work together to create incentives, regulations, and knowledge-sharing platforms that empower farmers to adopt climate-smart agricultural practices. This can take the form of:
Subsidies & Incentives – Rewarding farmers for adopting carbon-smart practices.
Education & Training – Building capacity for sustainable and regenerative agriculture.
Multi-Stakeholder Collaborations – Bringing together public and private sector players for impactful initiatives.
Let’s explore how policies and partnerships can accelerate GHG emission reduction in agriculture.
1. What role do policies and partnerships play in reducing agricultural greenhouse gas emissions?
2. Are there successful examples of collaborations between governments, private sectors, or communities that have led to impactful climate-smart results?
3. What policy gaps still exist, and what recommendations do you have for addressing them?
4. How can we ensure that smallholder farmers, who produce much of the world’s food, benefit from and contribute to climate-smart policies?
By sharing knowledge, experiences, and solutions, we can work towards scaling sustainable agricultural practices through effective policy frameworks and collaborative efforts.
Join the conversation and share your insights!
#PolicyForChange #Collaboration #ClimateSmartAgriculture #SustainableFarming #GHGReduction #ICTforAg

Esther Maina
January 28, 2025
PepsiCo is running a regional accelerator that may interest you/your start-up database in APAC. This program allows sustainability-focused startups in the circular economy, climate action, and sustainable agriculture space to benefit from non-dilutive grants, an in-depth, five-month mentorship with relevant PepsiCo experts and the potential to pilot their solutions. Please let us know if you'd like to forward the email and application tip sheet to your network.
PepsiCo is Looking for Trailblazing Sustainability Startups to Join its Greenhouse Accelerator Program 2025
PepsiCo’s Greenhouse Accelerator Program 2025 seeks early-stage startups across the Asia Pacific to collaborate on the next generation of sustainability innovations. Startups will benefit from access to PepsiCo’s network, dedicated mentorship from PepsiCo leaders and non-dilutive grants.
Now in its third edition, this one-of-its-kind accelerator program in the region specifically focuses on startups with missions in the circular economy, sustainable agriculture, and climate action fields.
If this sounds like you - or if you know of an early-stage startup that aligns with PepsiCo’s ecosystem - applications are open from today until March 13, 2025.
Why Join PepsiCo’s Greenhouse Accelerator?
Non-Dilutive Grants: All 10 finalists receive an initial $20,000 grant. The program winner will take home an additional $100,000.
Expert Guidance: Seasoned PepsiCo mentors, experts and regional VC partners will provide personalized insights to refine your pilot and strategy.
Unique Market Insights: Collaborate with PepsiCo as a corporate end user, which provides startups with access to real-world insights on market viability and product feedback.
Market Opportunities: Finalists will introduce and pitch their ideas to PepsiCo executives, VCs, and investors at 2 live events.
Who Are We Looking For?
Ten startups will be selected for this cohort, based on a range of criteria that directly aligns with PepsiCo’s value chain and sustainability goals. Criteria include:
- From pre-revenue up to a maximum of $7M USD in sales in the last financial year
- Have business operations in one of the participating APAC region markets (China, Singapore, Thailand, Australia, Indonesia, New Zealand, Brunei, Cambodia, East Timor, Fiji, Japan, Korea, Laos, Malaysia, Mongolia, Myanmar, Pacific Islands, Papua New Guinea, Philippines, Vietnam)
- Mission-driven innovations in 3 focus areas of Circular Economy, Climate Tech and Sustainable Agriculture
- Startups that have achieved in-lab proof of concept with ability to execute defined data protocol
- Ability and willingness to deliver performance data based on agreed metrics
- Participation from startup leadership (CEO and/or strategy officer must attend program and events)
- Ability to forecast scale within scale within markets and/or APAC region beyond initial pilot
- Be willing to work with PepsiCo Greenhouse Accelerator mentors throughout the May to September Accelerator program and attend Accelerator events
- Agree to the Terms and Conditions
- To ensure fairness and transparency, submissions will be reviewed by an external third party.
For more information on processing your application, please see our tip sheet.
Apply Now to Our Mentorship-Based Accelerator Program
Don’t miss your chance to develop your business with PepsiCo. Applications are open now through March 13. Apply here: greenhouseaccelerator.com/
Hear From Our Past Winners
“This experience has exceeded our expectations, and we have learned so much. I think we are a different company since being part of this program. If you’re looking at this, press submit now. I guarantee you this is the best corporate innovation program in the entire world.”
- Hai Ho, Co-Founder, Alterno
“The financial support and invaluable mentorship we have received from PepsiCo has
helped to build up our confidence to grow the business at a scale we couldn’t envision before.”
- Powered Carbon, 2023 Winner
Learn more at greenhouseaccelerator.com

Esther Maina
January 14, 2025
Are you ready to jumpstart your year with experienced mentors and peers from around the globe? Join us on January 17th for Mentor Speed Networking, a fast-paced, dynamic event where you’ll have the chance to connect with multiple mentors and peers in just two hours!
Whether you’re looking to explore new perspectives or find long-term guidance, this event provides a unique opportunity to engage with a diverse group of experts across the ICTforAg Learning Network’s Mentors Connect platform. Participants will learn how to engage in mentoring, explore tips and tricks for maximising mentoring relationships, and rotate through meeting Learning Network mentors in small groups.
Event Details:
- Date: Friday, January 17
- Time: 6-8am PST / 3-5pm WAT / 5-7pm EAT / 8-10am Mexico City / 7:30-9:30pm IST
- Location: Live on Zoom
Participating Mentors:
- Abhijit Goswami, Lead - Operations & Partnerships at ThinkAg
- Dr. Yagnesh Sondarva, Research Scholar at ICAR-IARI
- Fadi Mujahid, CEO at Green Mawared
- Josh Woodard, Senior Advisor, USAID
- Shishir Ranjan, CEO at FARMISTO Group of Companies
- Taiwo Oladigbo, Senior Technical Sales Representative at Jubaili Agrotec
Registration is required, as space is limited: please register here.
Don’t miss this opportunity to build connections that support your professional growth and development! We hope you will join us

Esther Maina
January 6, 2025
Don’t miss this exciting opportunity to connect with the ICTforAg Learning
Network community! At our upcoming virtual Collaborative
Spaces Roundtable on January 8th, you'll hear directly from Collaborative
Space leads as they:
- Introduce
the objectives for each public Collaborative Space
- Share
insights on plans for future Collaborative Space engagement
- Answer
your questions and explore new ideas together
This interactive session is open to the
public—bring your ideas, questions, and passion for shaping the future of ICT
in agriculture!
Registration is required and space is limited! Register
Now.
Event Details:
- Date: Wednesday,
January 8
- Time:
- 8:00
PM – 9:30 PM IST
- 3:30
PM – 5:00 PM WAT
- 5:30
PM – 7:00 PM EAT
- 8:30
AM – 10:00 AM CST
- 6:30
AM – 8:00 AM PST
- Location: Live
on Zoom (register here)
Be part of the conversation to help shape future collaboration on the Learning
Network and across digital agriculture. We look forward to seeing you on the
8th!

Anthony Fulford
December 7, 2024
That's a wrap on the Global Soils Conference 2024 in New Delhi, India! We hosted a side event and were fortunate enough to have a very engaging session that stimulated many interesting key insights and discussions.
To get a glimpse of the cutting-edge research on GHG measurement and monitoring, bio-innovations that reduce GHG emissions, and the practical realities of carbon credits and the carbon market, check out the summary report I have posted as a resource for the AgGHG group!!
Participants of the Advancing GHG Measurement, Bio-Innovations, and Carbon Credit Methodology for Low-Methane Rice Systems side event at the Global Soils Conference in New Delhi, India!

Femi Adekoya
January 22, 2025
Reducing Agriculture’s Carbon Footprint
Agriculture contributes significantly to global greenhouse gas emissions, but it also holds great potential for reducing its carbon footprint through sustainable practices and technology. From carbon sequestration to low-emission farming practices, the opportunities are vast but often underutilized.
Discussion focus
- What practices, technologies, or policies have you seen or implemented to reduce carbon footprints in agriculture? What were the successes, challenges, and lessons learned from these efforts?
- How can digital monitoring, reporting, and verification (dMRV) systems contribute to achieving low-emission agriculture?
This is a crucial topic we would love for you to share your knowledge and perspective on. The floor is open, let's engage
#CarbonFootprint #LowEmissionFarming #Sustainability #AgricultureInnovation

Femi Adekoya
January 15, 2025
Addressing Challenges in GHG Measurement ?
Greenhouse gas (GHG) measurement and monitoring in agriculture remain critical for tackling climate change. However, challenges such as limited resources, low spatio-temporal resolution, and data accuracy persist, particularly in the Global South. Addressing these barriers is vital to understanding and reducing agricultural emissions.
? Let's Discuss:
What are the most significant challenges you've encountered or observed in measuring and monitoring greenhouse gas emissions in agriculture? Are there any innovative tools, techniques, or methodologies you've used or heard about that improve measurement accuracy or efficiency?
Share your experiences, insights, and potential solutions.
#GHGEmissions #SustainableAgriculture #ClimateAction #MeasurementInnovation
Onolunose During my internship, I had the chance to explore how methane emissions in cattle are measured and monitored. I was surprised by the variety of tools available—some measured emissions from breath, manure, or grazing, while others, like rumen boluses, tracked emissions directly from the digestive system. Despite the diversity, none of these tools seemed to balance being both affordable and precise. One tool I encountered was the respiratory chamber, often referred to as the "gold standard" for its incredible accuracy. It provides detailed data, capturing methane emissions throughout the day from different parts of the digestion process. I saw one at Cornell University and was amazed by how much information it could collect. However, it’s very expensive and only allows one cow to be monitored at a time over 24 to 48 hours. Watching this made me realize how inaccessible such tools are for farmers, especially in the Global South, where resources are limited. While we don’t yet have perfect solutions, I believe we can keep using the tools we have while working to make them better. By bringing together governments, farmers, researchers, and companies, we can improve these tools, making them more accurate, affordable, and practical for those who need them most. Collaboration is the key to making progress in addressing this challenge

Femi Thank you so much, Onolunose, for your fantastic response. Indeed collaboration is key towards making progress. How do you imagine us promoting the critical collaboration we need between stakeholders to facilitate precise and affordable data collection to monitor and manage GHG in agricultural context?

Fadila Nuhu I am a PhD student with research interest in GHGs estimations from broiler chicken (BC) production cycle, comparing production efficiency, cost and GHGs emissions using both conventional and alternative plant and animal protein sources. I intend to use the IPCC, 2006 methodology (equation/model for poultry/BC) and emission factors to estimate the three most important agricultural GHGs (CO2, CH4 and NO2) from their production cycle. Like Onolunose mentioned, I was opportuned to know about the respiratory chamber for GHGs estimation for ruminants animals in theory during my PhD course work. Since, GHGs estimation research and experiment is a novel area of research in my Department, my University, Western Africa and Nigeria my country to be pre-sized. I will try to basically collect data from their emission sources. Information that will be collected includes; feed and feed intake data/report, digestibility, distance covered, electricity consumption, analysis for some litter parameters like volatile solids, total N and C, NH4 among others. I proposed to use this methodology because there is no controlled facility to run such research and estimate gas emission in my University. I also stand to be corrected and I also need mentorship to better my work and to know if the methodology I chose to use is okay. I join networks like ICTforAg and the likes to learn and build my capacity and knowledge on methodology in GHGs measurements and estimations. The major challenge I am encountering now as I write you is; since its a novel research, there are no experts in the field in my University that can best supervise and guide me on the preferred methodology/model/equation to adopt to measure and estimate the gases emissions from BC. Collaborative and interdisciplinary research with professors and student groups, industry owners and other stakeholder can go a long way in achieving my objectives, it can also help in enhancing food security and sustainable agriculture. Edited(Mar 07)

Anthony Fulford
November 4, 2024
Check out the featured speaker list here: https://isss-india.org/gsc2024/speakers.html Additional updates on IRRI's side event, "Methane Emission and GHG Measurement and Monitoring" coming soon, so stay tuned!!!

Femi This is a fascinating event to be at for everyone who know the importance of soil in food systems and environmental conservation Edited(Dec 12)

Oluwatobi This is an event never to miss Edited(Dec 12)
Post/Announcement

Pratibha Kiragi
March 11, 2025
Hello everyone!
The Organisation for Economic Co-operation and Development (OECD) has released a new report on measuring carbon footprints in agri-food systems. This report explores methodologies for assessing carbon footprints in agri-food systems, providing insights into emissions measurement, standardization challenges, and policy implications. This is a must read for anyone working on climate-smart agriculture and emissions reduction strategies!
Check it out here: Measuring Carbon Footprints of Agri-Food Products

Michael Wanjuzi Makongo
March 5, 2025
https://seethroughnews.org/africa-carbon-rush.
The analogy of the storm effectively conveys the dual potential of the carbon cash tsunami – bringing either benefits or destruction, depending on how it's managed. I'm excited to see how the article will continue to unfold and explore the complexities of this issue.

Esther Maina
November 25, 2024
Unlock the Power of Innovation on the ICTforAg Learning Network
Join us for a virtual info session on November 26th to explore how the ICTforAg Learning Network’s Innovation Showcase can amplify your innovation. Learn how to showcase your work, enhance your profile, and receive hands-on support with registering your innovation on the platform!
Session Options:
- November 26, 6-7am PST | 8-9am CST | 3-4pm WAT | 5-6pm EAT | 7:30-8:30pm IST
- November 26, 6-7am PST | 8-9am CST | 3-4pm WAT | 5-6pm EAT | 7:30-8:30pm IST
What to Expect:
- Platform walkthrough and feature highlights
- Guidance on enhancing your profile and increasing visibility
- Hands-on assistance with the registration process, if needed
Space is limited! Register now to secure your spot at: https://us02web.zoom.us/
Register now to secure your spot!
Poll

Pratibha Kiragi
April 2, 2025
How can we reduce duplication in GHG monitoring efforts?
1
Voters

Pratibha Kiragi
March 25, 2025
Which approach do you think holds the most promise for cost-effective GHG monitoring in agriculture?
1
Voters

Pratibha Kiragi
March 19, 2025
What is the most critical factor in improving GHG monitoring for effective carbon markets?
1
Voters

Pratibha Kiragi
March 11, 2025
What is the main challenge in using AI & big data to reduce farm emissions?
1
Voters

Pratibha Kiragi
March 4, 2025
Which factor is most critical for making carbon markets fair and accessible for farmers?
2
Voters

Pratibha Kiragi
February 25, 2025
What is the biggest challenge in scaling regenerative agriculture?
3
Voters

Pratibha Kiragi
February 18, 2025
Are digital tools making carbon markets fairer for smallholder farmers? Which challenge needs the most improvement?
4
Voters

Pratibha Kiragi
February 12, 2025
What is the biggest barrier to turning agricultural GHG data into action?
5
Voters
Name | Date | Event Mode | Action |
---|
Calendar
Edit Map
Assign member as a moderator
Add Work Plan
Add data



Edit Work Plan
