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  • Six Words
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  • Six Words
  • Ten Principles
  • Impact Projects
  • Lex Icons™
  • Bundled Token
  • Simulator
  • Experts

Community of Experts

The Ecological Benefits Framework was created by The Lexicon, a California-based NGO, and developed with an unprecedented collection of nearly 200 domain experts from across the globe. It is being adopted by a diverse set of actors. Investors and philanthropists have begun using it to classify their portfolio impacts; project developers have a new way to express the impacts they create; and web3 pioneers are developing a range of new digital assets.

Categories

  • EBF Members
  • EBF Community
  • Lexicon Team

Members

Adarsh Ghosh

Linkedin

Nuclear Submarine Officer

US Navy

Adarsh is a commissioned Naval Officer in the United States Navy. His service is in the submarine force. He recently was awarded as a Fleet Scholar, a prestigious scholarship through the Navy, to study as an MBA at Questrom.

His Experiences include military strategy, nuclear power as a Department of Energy qualified nuclear engineer, and quality assurance. His most recent experience during his MBA includes venture capital due diligence with G51, Impact investing case competitions, and International consulting with a Chinese Firm focused in financing and investing.

Alejandro Adon

Linkedin

Company Owner

Kokonut Network

My journey started when I was just 15 years old and still in high school, bursting with ambition and dreams. I stumbled upon the exciting world of VoIP technology and began searching for ways to earn money without a diploma. Within a year, I managed to acquire nearly 50 call centers as clients and employed multiple independent sellers. It’s hard to believe that a 16-year-old schoolboy in 2005-2006 could earn such an income, armed only with a phone and occasional access to the school computer lab. Naturally, my teachers were often frustrated by how much time I spent servicing my customers in the lab.

Sadly, the VoIP business in my country eventually began to decline due to strict regulations, and I had to move on to other things. In 2008, I crossed paths with one of my oldest friends in college and we both decided to venture into website development. I started freelancing and honing my skills in all things related to the internet until 2014 when I became an eBay Power Seller.

Over the years, I have explored several different areas of work, but my passion for the internet has never wavered. Today, I am proud to say that I run a tech company with two of my closest friends, and our first project, Kokonut Network, has been a resounding success. Our sights are set on revolutionizing the agriculture sector in the Dominican Republic, leveraging our ideal soil and climate to cultivate an array of fruits and vegetables.

Alex Howard

Linkedin

Independent Researcher, Writer and Developer, Mentor

The Linux Foundation

Independent researcher and software developer working in the broad field of sustainable development. Co-chair of the Standards WG of the Hyperledger Climate Action and Accounting Special Interest Group (CA2-SIG).

Alvaro Vallejo

Linkedin

Biodiversity Programme Director

Cercarbono

Forest engineer with a master’s degree in forest and biodiversity management and conservation. Expert in forest carbon, forest plantation management and software development, author of several software related to forest management and carbon in forest ecosystems.

He is currently Cercarbono’s Programme Director. He was the director of the IUCN (International Union for Conservation of Nature) regional office for South America. He has been a consultant on forest carbon issues for the World Bank and private companies, a researcher at the Tropical Agricultural Research and Higher Education Centre, CATIE, and director of the area of forest plantation management in reforestation projects in Colombia. He has also been an instructor at numerous training events on forest CDM, REDD and forest management and invited speaker at seminars and courses on carbon and forest management in more than twenty countries.

Annie Nichols

Linkedin

US Carbon Removal Sourcing Manager

Carbonfuture

Annie Nichols serves as the US Carbon Removal Sourcing Manager for Carbonfuture, a climate tech start-up offering a digital platform that tracks carbon from the air to the ground, translates this carbon removal into verifiable credits, and enables the scalable trade of these credits for real climate action. Annie holds a Master of Science in Sustainability Management from Columbia University and has worked in a multitude of positions helping organizations improve their environmental sustainability. Annie specializes in biochar-based carbon removal and works with 45+ biochar producers across North and South America to scale carbon sequestration to gigatonne level.

Asma Bashirivand

Linkedin

Product Designer

Born Global Foundation

I’m a biomimicry and sustainability consultant, with over 14 years of biomimicry design and 5 years of international research experience. I completed my bachelor’s in Sustainable Design and a master’s in Biomimetic Environmental Design. My interest and expertise lay in redesigning built environments through inspiration from nature based on ecosystem services and regeneration techniques.

Ben West

Linkedin

Grants Program Lead

Gitcoin

Ben leads the implementation of the cause based grants rounds for Gitcoin including the climate solutions round. He is also doing blockchain enabled climate solutions research for the Ethereum Foundation.

Ben has decades of experience coordinating campaigns on climate and other issues. He has been an outspoken voice in the media and has helped shape the debate of climate change and other issues in Canada and beyond. He is a writer, juggler and dog person with a taste for street art and creative disruption.

Blake Goud

Linkedin

CEO of RFI Foundation CIC

RFI Foundation CIC

Blake Goud has been the CEO of the RFI Foundation since the organization’s incorporation in 2015. The RFI Foundation works to promote responsible finance in Islamic markets and Islamic finance, and to support its members’ adoption of responsible finance practices and their integration into the global responsible finance industry.

As CEO, Blake has led work on a series of reports analyzing financed emissions risks in Islamic markets, the investment performance of combining environmental, social & governance (ESG) and Shari’ah screens, and developed in partnership with a global bank a Global Virtual Innovation Hub supporting FinTechs in the Middle East and North Africa with their adoption of responsible finance.

Blake has more than 15 years experience researching Islamic finance and working in a compliance and investment officer role in the finance industry. He was the Chief Research Officer for ME Global Advisors where he focused on MENA financial sector development and the growth of the Islamic economy. He was responsible for leading ME Global Advisors’ research efforts as well as advising on the content of the events organized by ME Global Advisors.

He was the Community Leader for the Thomson Reuters Islamic Finance Gateway from 2012 to 2015. At Thomson Reuters, he conducted research and was the lead author for a number of widely referenced reports on the Islamic finance and Islamic economy sectors, he was involved in organizing large-scale events and one-on-one sessions including IILM roundtables in London and Washington, DC and the Global Islamic Economy Summit in Dubai, UAE.

His published research includes papers on incorporating environmental, social & governance (ESG) within Islamic finance, Islamic microfinance, renewable energy microfinance and Islamic public finance. He received his B.A. in Economics from Reed College in 2003.

Brian Dorr

Linkedin

Managing Principal

Dorr Asset Management

Brian has more than 20 years experience as a trader in global capital markets trading across equities, fixed income, FX, commodities, and derivatives. He has a background in global macroeconomics, risk management and advanced trading technology. He was the founder of Life-Exchange, the first electronic trading platform for the life insurance industry as well as Coro Global, an advanced DLT based payment system for fiat currencies and physical gold.

Brian formed Dorr Asset Management in 2010 to incorporate emerging environmental markets such a voluntary carbon markets and renewable energy credits into a broader framework for global macro trading and investing.

Carlos Trujillo

Linkedin

Chairman

Cercarbono

Business Administrator with an MBA from IE in Madrid, Spain. He has been in ventures in the areas of e-commerce, technology, and environment, where he has developed commercial and market development functions.

He is one of the founders of Cercarbono and is driven by a powerful desire to bring solidity, transparency, and recognition to the carbon market.

Charlie Dubbe

Linkedin

Director of Partnerships

ReCommon Foundation

Charlie is a community builder, regenerative land steward, seed saver, and complexity explorer. After 10 years as COO at various small and mid-size regenerative farms in N. California, he co-founded ReCommon to help create the systems-level change that is required for regenerative agriculture to flourish. In his current role as Director of Partnerships at ReCommon, he spends his time exploring the intersections of agroecology, regenerative cultures, ReFi, and resilient place-based economies. He currently resides in the traditional lands of the Awaswas people – Santa Cruz, CA.

See ReCommon.land to learn more about the work to support the emergence of resilient place-based communities and regenerative economies.

Chris Georgen

Linkedin

Founder & Managing Director

Topl

Having founded Topl in 2017, Chris now helps to lead the only blockchain ecosystem dedicated to radical impact as Managing Director. Collaborating closely with the rest of Topl’s executive team, Chris takes an active role in the blockchain’s protocol design and leads the team’s novel tokenomics and governance work.

Chris has been active in the web3 space since 2012, having previously co-founded a mobile payments fintech which went live on the Ethereum blockchain less than a year after that network’s launch in 2015. He obtained degrees in Mathematics, Chemical Physics, and Philosophy from Rice University. During this time at university, Chris performed research resulting in 3 co-authored papers focused on emergent phenomena in complex systems and developed many of the models that would come to define Topl’s unique design.

An active speaker in the space, Chris has given invited talks on blockchain, economics, sustainability, and international development in more than 20 countries and been involved in numerous working groups on the intersection of web3 and social impact.

Christiaan Pauw

Linkedin

Managing Director

Nova Institute

Since 1998, Christiaan Pauw has been involved in research and implementation of projects aimed at improving the quality of life of low-income households in Southern Africa. His career over more than two decades includes quantitative and qualitative research, as well as participation in project planning, management, implementation and monitoring. Notable is his original work in greenhouse gas- and air quality offsets. In 2006 and 2007 he was instrumental in the development of a methodology to verify greenhouse gas emission reductions from the implementation of an alternative top-down ignition technique for domestic coal fires against the WBCSD/WRI GHG Project Protocol and later against the Gold Standard. He played a pivotal role in the development of the monitoring and evaluation system for Nova’s Gold Standard VERs and poineered monitoring and evaluation systems for numerous air quality offset programmes in South Africa. He has a particular interst in the development of cryptographic tokens representing real communnal benefits.

Cyndy Montgomery

Linkedin

Director of Partnerships and Policy

Tolam Earth

Cyndy is the Director of Partnerships and Policy at Tolam Earth, a marketplace for high quality digital environmental assets. With a background in agriculture and IT, and a passion for using technology to improve lives, Cyndy is working within and beyond the Hedera community to bring assets into the marketplace and effectively communicate their value.

During her 20+ years in the agriculture industry, Cyndy worked with plant breeders and IT professionals across the globe to bring together data sets and distill information to impactful make decisions. With her rich background in merging science and technology, Cyndy is working, along with the entire Tolam team, to build credibility, simplicity, and choice into the carbon market.

Daniel Hwang

Linkedin

Co-Founder and Special Advisor

Blockchain x Climate Leadership Network

Daniel has extensive experience across the entire vertical of the blockchain stack including: infrastructure service providers, L1 ecosystem development, DEX building, piloting permissioned blockchains in enterprise, DAO set up, NFTs, and metaverses. Daniel began running Bitcoin miners in 2013 and supporting remittances in the Philippines with crypto. He recently led the Protocols Team at stakefish (the largest non-custodial Ethereum validator; largest Cosmos validator) while also leading the Special Projects team at its sister company F2Pool while it was the largest Bitcoin mining pool in the world. He has contributed substantive work in the climate and blockchain ecosystem leading to the co-founding of the Blockchain Infrastructure Carbon Offset Working Group (BICOWG now BxCi) which eventually led to the founding of the BlockchainXClimate nonprofit that was recently announced at the World Economic Forum in 2023. He also co-founded the validator working group Validator Commons, established Korea’s first DAO, HanDAO supporting the Korean creator ecosystem, was awarded grants to build hyperlocalized DEXs in asia from 0x Protocol, led an IEEE workstream on health data on blockchain, led pilots for some of the largest pharmaceutical companies in the world for their supply chain sample management development with permissioned blockchains. He has also led a top 10 L1 ecosystem development team (details can be provided verbally). His formal education includes degrees in Biology, Religion, and Computer Science from Swarthmore College, the University of Maryland College Park, and Johns Hopkins University. His focus in graduate school was on cryptography and distributed systems where he produced his thesis (advised by prof. Matt Green) on the evolution of hybrid consensus mechanisms from centralized to decentralized.

Darina Onoprienko

Linkedin

Founder

Coffee Impact Collective and agrivero.ai

I’m an Entrepreneur and Product manager with a focus on Machine Learning, AI, and IoT products. I combine strong business expertise, entrepreneurial drive, and technical skills to set the shortest path to product-market fit. I enjoy working in multidisciplinary international teams on innovative, life-changing products.

Since 2020 I’m fully committed to making coffee supply chains carbon-neutral, traceable, fair, and efficient. During those past years, I became a Q Grader and acquired vast and profound knowledge about coffee from production to distribution.

At the moment I’m running Agrivero.ai (a solution for the automation of green coffee quality control) and Coffee Impact Collective (a workgroup that aims to support coffee producers to transition to regenerative agriculture and enable them to sell eco credits along with their produce on the decentralized market place).

Dave Ford

Linkedin

Founder

OPLN

Dave is the founder of [OPLN] Ocean Plastics Leadership Network. The OPLN, made up of 130+ organizations, is an activist-to-industry network dedicated to solving the ocean plastics crisis.

In 2015, he began immersing corporate leaders into environmental world crises via climate change expeditions in Antarctica and human-wildlife conflict zones in Zimbabwe and Southern India. His introduction to the plastics crisis took place on an impromptu one-day waste tour in Delhi, India. He toured the Ghazipur landfill, a mountain of waste on the outskirts of town. The giant mound was smoking from fires deep underneath, and hundreds of people were wading through the trash, reclaiming plastic.

Eighteen months later, the Ocean Plastics Leadership Summit set sail and immersed 165 corporate and NGO leaders into the heart of the Atlantic Garbage Patch (500 miles off the coast of Bermuda). CEOs and activists had difficult conversations and gathered plastic in the middle of the ocean. The activist-to-industry, Ocean Plastics Leadership Network (OPLN) was born on this mission.

Dave’s work catalyzes environmental stakeholder engagement and education. He has spoken about his work via United Nations World Ocean Day, the National Geographic Circular Economy Forum, and across various sustainability and environmental events and platforms. He has contributed thought leadership articles to Scientific American and Greenbiz.

He founded the Global Plastics Treaty Dialogues activist-to-industry series with WWF and Greenpeace, an ongoing global virtual summit series engineered to build capacity and understanding around a Global Plastics Treaty. Participants include over four hundred organizations from 40 countries across the vast plastic stakeholder spectrum.

He is a proud University of Maryland grad, where he earned a BS at the Robert H. Smith Business school in Marketing.

Dave believes that widespread environmental education is the key to catalyzing rapid change towards a healthier planet. Dave has Baltimore roots, living with his wife and six-year-old daughter in the Hudson Valley, New York.

David Dorr

Linkedin

Managing Principal

Dorr Asset Management

David has more than 25 years experience as a trader in global capital markets trading across equities, fixed income, FX, commodities, and derivatives. He has a background in global macroeconomics, risk management and advanced trading technology. He was the founder of Life-Exchange, the first electronic trading platform for the life insurance industry as well as Coro Global, an advanced DLT based payment system for fiat currencies and physical gold.

David formed Dorr Asset Management in 2010 to incorporate emerging environmental markets such as voluntary carbon offsets, renewable energy certificates, and biodiversity credits into a broader framework for global macro trading and investing.

David Randle

Linkedin

Managing Director

Blue Community Consortium

Dr. David W. Randle is one of the Co-founders of the Blue Community Consortium. He serves as Managing Director of the Blue Community Consortium, and president and executive director of the WHALE Center. Dave also serves on the Board of the Global Sustainable Tourism Council and the Florida Society for Ethical Ecotourism. He is also an ambassador for Aptera, the world’s first solar electic car.

As the first ordained environmental minister in the world, Dave has successfully coordinated a national campaign to preserve water, wildlife, and wilderness areas on behalf of the Pitkin County Commissioners, served as political and environmental adviser to John Denver and initial program development coordinator for John Denver’s Windstar Foundation, was selected as one of the five lead off witnesses for hearings by the U. S. Presidential Commission for a Peace Academy & Conflict Resolution, and helped lead a team of 150 persons at the Earth Summit in Rio de Janeiro, Brazil. During the Salt Lake Olympics, Dave worked with UNEP & URI to develop the Earth and Faith Leadership Development Program that was piloted in the Olympic Village in Salt Lake City and which received an Olympic Award and an award at the United Nations.

For more info see: https://www.bluecommunity.info/about/team-members/randle

Dejan de Zoysa

Linkedin

CEO

EarthRestoration

Date of Birth : July 1st 1985.

Founding partner and Chief Executive Officer at EarthRestoration (ER). PV # 13743 https://www.restore.earth

Since 2017 Dejan has restored degraded landscape ecosystems in Sri Lanka as well as directed field research in mangrove ecosystems in Myanmar. HIs focus has been collaborating with Universities and educators on the subject of quantified Primary Ecosystem Services and Forestry Restoration.

Dejan is also the curator of the world’s first Analogue Forest, Belipola Arboretum and Research Center ( www.belipolaarboretum.earth ) , which is managed as a successive forest ecosystem and gene bank using the 12 principles of Analogue Forestry.

Dejan’s field research and executive direction has developed a unique process for quantifying Primary Ecosystem Services (PES) by verifying the growth of Photosynthetic Biomass (PB) of tree species.The implications of the methodology is to engage rural landscapes and communities in ‘beyond organic agriculture’ and the restoration of the biosphere.

The company’s strategy for landscape development has integrated BlockChain technology which lays the foundation towards the creation of new wealth identified as BioCurrency which is based on the premise of externalizing positive impacts that are quantified and moderated by a global commons exchange platform. https://youtu.be/8s2aakVstxM

2017 to date :

  1. Dejan directs research with local universities and curates forest designs at the world’s first Analog Forest, Belipola Arboretum.
  2. CEO, EarthRestoration PL

 

Achievements :

  1. 2017-2018 : Residential training at Belipola Arboretum and Research Center, the world’s first Analogue Forest under the guidance of Dr. Ranil Senanayake
  2. 2019 : Developed a methodological proxy to evaluate Photosynthetic Biomass as a derivative for placing new economic value on the landscape. https://ceylontoday.lk/features-more/4041
  3. 2019 : Developed a unique DATABASE of tree species that identifies the production of PB for specific tree species.
  4. https://www.restore.earth/product-database/
  5. 2020 : Founding EarthRestoration, Myanmar / EarthRestoration UK
  6. Nationally recognized Project :
  7. https://www.dailynews.lk/2020/10/01/local/230227/‘bhumi-sathkaraka’-project-launched-n
  8. orth
  9. 2022 : Collaborating partnership bridging over 50,000 US$ in development to the company by merger with Elzian Agro Pvt Ltd

Research and Publications 2019 – 2022 :

  1. Determination of Photosynthetic Biomass in Early Growth Stages of Agarwood (Aquilaria malaccensis). EarthRestoration, et al. 5th International Conference on Dry Zone Agriculture, (ICDA vol5).
  2. Value Setting Photosynthetic Biomass : Valued as a proxy for Quantifying molecular Oxygen and Clean Water to the atmosphere. EarthRestoration, et al. ICEN 2020, Post Graduate institute of science, University of Peradeniya, Sri lanka.
  3. An Assessment of the accumulation of photosynthetic Biomass in select mangrove plant species ; Dept of Marine Science; Pathein University, Ayarwady, Myanmar

Methodology and scope for EarthRestoration

  1. The company verifies PES productivity and transacts payments for Primary Ecosystem Services (PES) via contractual exchanges.
  2. In 2022 the company is the first company in the world to quantify PES as a positive externality value in a unique and meaningful manner using BlockChain technology
  3. Laying the foundations for new markets of the future.

Domenico Leone

Linkedin

Crypto Commons Association

Law graduate, interested in all socio-eco-pol fields, broadening skill set through event planning, procedure-making, accounting and the like.

Participating as part of work for Giulio @CCA, gathering useful info and materials!

Dominic Sutton-Vermeulen

Linkedin

Principal

Climate-Smart Commodities Corp

Dominic comes from a background in agricultural and alternative asset research and financial product development, with experience in environmental markets, exchange markets, trading, derivatives, and agriculture. Prior to founding Climate-Smart Commodities Corp., Dominic was a Director at ReHarvest Partners where he managed the Soil and Water Outcomes Fund, one of the largest ag carbon and ecosystem services market projects in the U.S. While there, he was responsible for building out the funds technology roadmap and end-to-end management of a portfolio of carbon and water quality assets spanning 7 states, 160 farms, and relationships with multiple public and private entities, including Fortune 500 companies such as Cargill, JBS, PepsiCo, Ingredion, Nutrien Ag, and BASF. Prior to Reharvest, Dominic was a Manager in Research & Prod Dev at the CME Group, the largest commodity derivatives exchange in the world.

Drea Burbank

Linkedin

Founder

Savimbo

Drea Burbank is an MD-technologist, founder and CEO of Savimbo which creates and sells fair-trade carbon credits on behalf of smallfarmers in the Colombian Amazon.

Ed Chiles

Linkedin

Company Owner

Chiles Hospitality

Ed was born in Lakeland, Florida, to the late Governor Lawton Chiles and Rhea Chiles. A passion for all things Floridian was instilled in him at an early age. An avid outdoorsman, his favorite childhood memories are roaming the Florida woods hunting with his father. The family always had a passion for cooking, especially when it came to the local game, seafood, and southern favorites. He also carried on another proud Chiles family tradition by graduating from The University of Florida.

Ed owns and operates three restaurants under The Chiles Group umbrella on Anna Maria Island and Longboat Key, Florida. The historic flagship, The Sandbar, opened in 1979, followed by the Mar Vista in 1990 and The Beach House in 1993. He has become a staple in the sustainable tourism industry, with each restaurant menu featuring locally sourced Florida fare from a network of specialty producers that share in his vision. In 2021, Ed acquired Gamble Farm Organics, located in nearby Parrish, FL. A leader in permaculture farming, Gamble Farm Organics grows and provides unique strains of produce to the restaurants, as well as the local community through its Farm Market.

A recognized leader in promoting sustainability, Ed Chiles has been a driving force for best practices in his local community, Gulf region and the state of Florida. He works closely with the United Nations World Tourism Organization (UNWTO) on sustainability initiatives, as his hospitality group has been designated as part of the first Global Observatory for Sustainable Tourism. Ed lends his expertise and resources through his involvement in several community and regional organizations. He serves on the Gulf Seafood Foundation board to promote tourism and the historic culture of the coast. He is a founding member of Solutions to Avoid Red Tide (START), board member of Gulf Shellfish Institute, Solutions from The Land, Sarasota Bay Watch, and Shellfish Growers Climate Coalition. Ed is also a founding member of the All Clams on Deck initiative, which promotes the use of biological mitigation strategies for seagrass and bivalve restoration which enhances and energizes local estuaries.

An avid fly-fisher and hunter, Ed resides with his wife Tina in Anna Maria. His two daughters, Ashley and Christin, and new grandson, Chiles, continue to fuel his emphatic support of immediate and decisive action to ensure future generations can enjoy our environment and natural resources.

Edwin Pinero

Linkedin

President

EcoMetrics LLC

Mr. Piñero is President of EcoMetrics LLC, helping disseminate this methodology that identifies, quantifies, and monetizes environmental, economic, and social co-benefits resulting from nature-based solutions and ecosystems services projects. He has worked in the private and public sectors as a consultant to many clients on sustainability, environment, and energy. He was Head of Standards and Assurance for the Alliance for Water Stewardship, Director of Water Programs for the US BCSD, served as Senior Vice President for Sustainability for Veolia North America., as well as the Federal Chief Sustainability Officer in the White House. He has Bachelor of Science degree in Geology from the State University of New York and Master of Science degree in Geology from Texas A&M University.

Esther Val

Linkedin

EthicHub Ambassador

EthicHub

MBA graduate, multilingual (ES, EN, FR), principled, mobile and versatile global citizen with rich and diverse transferable work/personal experience. 20 years in Brussels, London and Barcelona working successfully for a wide spectrum of organisations (consultancy, UK government & regulator, multinationals, not for profits, start-ups, academia). Key skills include: market intelligence & regulatory environment analysis, strategy formulation, public affairs/public policy, CSR/social innovation, partnerships/stakeholder management, internationalisation, written and verbal communication, project design & evaluation. Keen to work for international projects with strong ethical, diversity and sustainability values which I can help develop and thrive.

Fidel Chiriboga

Linkedin

Project Manager

SimplexDNA

Biologist. Ecologist. Environmental Scientist (PhD)

Passionate about international and interdisciplinary, synergistic nature- based solutions with multiple benefits supporting biodiversity, environment, and sustainable development

Global experience within conservation, ecosystem management, forestry, agroforestry, and restoration, seeking for large-scale implementation and monitoring solutions in interplay with value chains, and sustainable socio-economic development.

Strong project management, development, coordination, organization, communication and networking skills across stakeholders and countries

Engagement with NGOs, academia, industry, and policymakers, finding common grounds within sustainability approaches.

Assets: High and low throughput statistical data analysis; team building; logistics, time, budget management; and creative outreach with text, presentations, social media, and capacity-supporting workshops.

Florence Tison

Linkedin

Marketing Lead, Carbon Markets

Ripple

Florence leads marketing for Sustainability and Carbon Markets at Ripple. Prior to joining Ripple, Florence was director of the industry, environment & technology practice at Business France, where she ran go-to-market strategy sprints for tech startups.

Francisco Cidade Alves

Linkedin

Herdade Sao Luis

Since 2005 that Francisco is the farm manager of his family farm in Montemor (Portugal) where he grew up and from a very early age he realized that this was what he wanted to do for a living.

The name Porcus Natura comes from the unique system of maternity wards developed by his Father in 2002, where the main focus was already animal welfare and soil regeneration.

After decades in conventional management, where they have always been careful with soil management (e.g. never using pesticides or tilling), it was a natural transition for them to adapt their management to the principles of regenerative agriculture in their ancient Portuguese agro-silvo-pastoral Montado landscape.

This regenerative journey started in 2017 when he took several courses in holistic management and regenerative agriculture, after which they started applying the principles and practices in the field, even introducing two more species to the ones already on the farm. Currently, Francisco produces and sells four species of Portuguese indigenous breeds of sheep, goats, cattle and pigs.

Creating a rotational grazing dynamic with the four different animal species, with the objective of making the business more efficient as well as regenerating the Montado ecosystem, is Francisco’s main focus thus obtaining meat products with a positive impact on the environment and human health.

Speaks: Portuguese, English and Spanish

Francisco Telles Varela

Linkedin

Co-Founder

Orgo

Francisco grew up in close connection with nature and animals during his childhood spent on his family farms in Alentejo (Portugal). This passion for nature, animals and global environmental fragility led him to study forest engineering and later to pursue a career in the field of biofuels, both on the research and business sides. Only a few years ago, after an aha moment about soil and regenerative agriculture, he decided to dedicate his life to regenerating agro-ecosystems.

Francisco works as a researcher and innovation manager in the regenerative agriculture on-farm research project KUHproKLIMA (Cow for the Climate) in Germany. His main research work aims to bridge the gap between science and practice. He works directly with farmers to create cost-effective solutions for practical farming challenges with a special focus on soil and plant health monitoring, microbiology analysis, composts/ferments and liquid extracts applications.

In Portugal, he is now also co-managing the conversion to regenerative organic of his family’s olive tree groves in the Avis region.

Francisco holds a BSc. Forest and Natural Resources Engineering (ISA-UL) and a MSc. Energy and Bioenergy (FCT-UNL). He is a Certified Lab Technician by Dr. Elaine Ingham’s Soil Food Web. His professional and personal interests led him to work with international and diverse teams in several countries like Malaysia, Australia, Netherlands, Germany and Portugal.

Speaks: Portuguese, English, Spanish and basic German.

Genevieve Bennett

Linkedin

Director

Forest Trends

Genevieve Bennett directs strategic outreach at Forest Trends. She works to advance Forest Trends’ mission by building strategic partnerships to mobilize finance at scale and through thought leadership and meaningful engagement of our network. Genevieve is an expert in environmental markets and finance, and was lead author on the first comprehensive global market assessments of nature-based water sector investments and biodiversity credits. She has written for a range of trade and academic publications including Environmental Finance magazine, Civil Engineering, and Nature, on topics including biodiversity finance, natural infrastructure, eco-entrepreneurship, strategies for scaling public and private conservation investments, and other market cross-cutting issues. Prior to joining Forest Trends she managed a demand assessment project for the Willamette Partnership in Oregon, and has also held positions with the Breakthrough Institute, the NYC Commission to the United Nations, and the NYU Wagner School of Public Service. She holds an MSc from the London School of Economics and a BA from New York University.

Genevieve Leveille

Linkedin

Principal Founder and CEO

AgriLedger

For over 25 years, Genevieve Leveille has been a noteworthy leader in the finance, supply chain optimization, and technology ecosystems. These days, she is recognized as the CEO and Principal Founder of AgriLedger but continues to contribute in the realms of digital identity and financial transformation.

In 2020, Genevieve implemented a blockchain solution in the Haiti Fresh Fruit Value Chain in collaboration with the Ministry of Commerce and the World Bank. As a result of this implementation, farmers, consumers, and families reaped the benefits of fairer prices and improved food security; participating small-holder farmers saw an increase of over 700% in their revenues.

AgriLedger continues to drive the adoption of blockchain in agriculture with implantation in the coffee value chain in Tanzania and an extension of Reimagined Finance (ReFi) for the maize and peas value chains in Haiti.

In her earlier career, Genevieve held executive management-level roles for several Fortune 500 companies including General Electric, JP Morgan Chase, Hewlett Packard, and the Royal Bank of Scotland. Currently, Genevieve serves as vice chair of the techUK Distributed Ledger Technology (DLT) Working group. She is also a non-executive director and board member for FinTech for International Development (F4ID), Resurgence, and a Senior Advisor for the digital ID roll-out for the Democratic Republic of Congo’s Ministry of Education.

Genevieve has been recognized by several organizations for her work in technology and decentralized finance. In 2019 she was nominated for the Financial Times’ Top BAME in Technology UK. In 2021 Computer Weekly named Genevieve as one of the Most Influential Women in UK Tech. Genevieve holds a Bachelor’s degree in Biochemistry from Columbia University, is a Certified Treasury Professional, and is a certified Six Sigma Black Belt in Process Improvement.

Geoff Wells

Linkedin

Principal Sustainability Analyst

Ecosystems & Livelihoods Lab, Stockholm Resilience Centre (Sweden) and McGill University (Canada)

Ecosystem service and carbon analyst. Combining ecological, social and earth observation data through statistics and qualitative methods in sites across Europe, North America, Africa and Asia-Pacific. https://www.linkedin.com/in/geoff-wells/

Gregory Landua

Linkedin

CEO Co-Founder

Regen Network Development PBC

Gregory is co-founder of Regen Network, a community owned and operated eco-credit registry and marketplace. Regen is designed to support living carbon and biodiversity markets and other with verification, asset issuance, and community standards governance. Before founding Regen Network, Gregory co-wrote Regenerative Enterprise (2013) – a groundbreaking book outlining pathways to achieve ecological and social regeneration through business – and co-founded and grew Terra Genesis International from a Regenerative Agriculture consultancy and design firm, into a leader in the Regenerative Movement. Gregory also currently hosts the Planetary Regeneration Podcast.

Griffin Flannery

Linkedin

ESG and Social Impact Consultant

Griffin is a social impact measurement and strategy consultant. He’s an expert in stakeholder engagement, program design, and impact measurement with a particular focus on social equity. He’s passionate about building inclusive businesses that support indigenous populations, and in delivering equitable access for marginalized populations through technology and innovation.

Hania Othman

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Director of Sustainable Impact Europe/Africa

The HBAR Foundation

Hania Othman is the Director of Sustainable Impact for EMEA at the HBAR Foundation — the organization helping to drive the adoption of the Hedera network. Hania’s background encompasses technology, finance, biodiversity, carbon markets, and digital assets. In her current role, Hania is helping to establish a sustainable economy on Hedera through the HBAR Foundation. She has a particular interest in emerging fields at the crossing of innovation and sustainability such as biodiversity. Hania worked on enabling biodiversity credits, developing the skill set to bridge science, sustainability, and traditional finance. Operating at the convergence of science, sustainability, finance, and technology, Hania is an expert in bringing these three fields cohesively together. Hania brings unique insights and experience to The HBAR Foundation’s Sustainable Impact Fund, to support investment and due diligence for the adoption of the Hedera network.

Hara Wang

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Principal

RMI

Hara is a principal at RMI and a leader of RMI’s Carbon Markets Initiative, which applies data and technology to transparently trace, evaluate, and differentiate products in the carbon market.

Hara came to lead RMI’s Carbon Markets Initiative after six years in the climate tech venture community. She cofounded and led Third Derivative, a global startup acceleration platform within RMI, covering opportunities in industrial, building, transportation, electricity and carbon removal tech. She led and supported early-stage venture capital investments at Braemar Energy Ventures, focusing on digital energy, advanced materials, and industrial decarbonization. She also worked in strategy and business development at Eos Energy Storage, a zinc-based battery storage startup.

Hara started her career as a consultant at McKinsey & Company, where she advised clients in the renewable energy, specialty chemical, and enterprise SaaS sectors. She also volunteered as a product designer with TechnoServe’s Cocoa Program in Cote d’Ivoire and as an engineer with the Desert Research Foundation of Namibia.

Jake Fairbanks Kelley

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Founder & CEO

Blue-Green Futures

Jake is the Founder & CEO of Blue-Green Futures, that is partnered with: Hot Planet Repair Team & Carbotura; Our Planet Our Future; Foundation for Climate Restoration (F4CR, in partnership with Open Air Collective). He has a Masters in International Relations from Leiden University with a focus on the Global Political Economy, AI, criminals/terrorists and surveillance states. He loves designing and growing circular and regenerative solutions and cultures. He enjoys turning trash to treasure with Carbotura’s zero-waste, no-emission Recycolotrons (which is also licensed to Hot Planet Repair Team). Our services accelerate humanity’s ability to untrash air, water and land as it doesn’t need to sort or clean waste, but breaks it down to the nano-molecular level and then turns it into valuable commodities like biofuel, biochar, graphene and water. As Janitors Without Borders, we’re closing the circularity gap, plus providing community development, reporting/tracking, and increased revenues to waste management and governments.

He believes in anti-corruption, education,  transparency and “carbon tunnel vision”. At F4CR, he works on systems for accountable carbon removal policy, MRV and climate restoration (carbon removal) in Europe, Africa, Latin America and beyond. The sectors and opportunities that Jake also enjoys include: the built environment, education, regenerative agriculture/aquaculture, energy, policy, coalition-building and ecorestoration (as a founding member of Eco Restoration Alliance).

Previously, Jake worked at the UN (UNICRI) Centre for AI & Robotics in advancing action-oriented engagement on research, projects and governance frameworks that concentrated on the ethical, legal, social and security implications of how advanced technologies like AI are utilized by criminals, terrorists and stakeholders in security. Earlier, he worked at Tufts University for senior leadership to manage their communications, PR and university-wide strategic planning initiatives. He also has professional media and marketing experiences, like helping the VICE Media marketing team establish their new TV Channel, VICELAND.

Jakob Hackel

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Cryptoeconomist and Technical Project Manager

BlockScience

Jakob is a researcher focussing on socio-technical systems. He has recently defended his PhD thesis at the Research Institute for Cryptoeconomics, part of the Vienna University of Economics and Business (WU). Prior to his PhD he has earned a Masters degree in Digital Currencies at the University of Nicosia. In his 4 years at the institute he has worked on projects with start-ups, governments, central banks and large international organizations such as the World Bank Group. He continues to hold lectures at the university, presents research at conferences and takes part in hackathons. He currently works on cryptoeconomics systems through advisory and consulting, as well as with the engineering firm BlockScience.

James Bettauer

Linkedin

Co-Founder

ecoToken

Co-founder and CEO of the ecoToken System and a founding member of the WaterDAO. Seeking to develop a thriving water credit market and bring more projects online through prefunding environmental credit generation.

I have a very unorthodox background coming out of the professional sports world to focus on environmental regeneration.

Jan Hendrik Scheufen

Linkedin

Owner

Aldeia IT

Blockchain/Web3 Expert and Builder since 2016. Currently active in ReFi and supporting regenerative projects and environmental stewards through digital infrastructure. Advocate for bioregional economies to build resilience and restore ecosystems.

Jason Clay

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Senior VP, Market Transformation

WWF

JASON CLAY is senior vice president for markets and executive director of the Markets Institute at WWF, which was created to identify and address emerging global issues, trends, and tools impacting conservation in more timely, cost-effective, and scalable ways. His career has ranged from working on a family farm to working for the US Department of Agriculture. He taught at Harvard and Yale and spent more than 35 years with human rights and environmental NGOs. In 1988, Clay founded Rainforest Marketing, set up a trading company within an NGO, helped Indigenous people access global markets, and launched Ben & Jerry’s Rainforest Crunch, plus more than 200 other products with sales of $100 million. From 1999 to 2003, he co-directed a consortium with WWF, the World Bank, UN FAO, and NACA to identify the most significant environmental and social impacts of shrimp aquaculture as well as practices to reduce them. From 2004 to 2012, he convened multi-stakeholder roundtables to create performance-based standards for commodities including salmon, soy, sugarcane, cotton, and beef. He has been a leader in WWF’s work on agriculture, aquaculture, livestock, and corporate engagement and launched the Market Transformation initiative in 2006. Clay leads WWF-US efforts to improve private sector supply chain management—e.g., ingredient sourcing, carbon emissions, water use, and effluent. In 2008, he created the Carbon and Commodities program to address supply chain GHG emissions. He has helped whole sectors improve their sustainability performance (e.g., the Global Salmon Initiative). Clay has authored 18 books and 400 articles and has given more than 1,000 invited presentations. He studied anthropology and agriculture at Harvard, the London School of Economics, and Cornell (PhD).

Jeanne Bloch

Linkedin

Co-Founder

Decentralized Desires

Jeanne Bloch is Decentralized-Desires founding-Steward, a DeSci art based innovation lab for Regenerative Economy.

She is a 20+y sustainability professional, ReFi engaged and an artist-researcher. She teaches Sustainability, Blockchain/Web3 and Art thinking, to (engineer, business and arts) students around the world (Paris, Seoul, New York, San Francisco, Brussels, London, Warsaw, Ann Arbor (Michigan), St Louis (Missouri)… )

Kernel Alumni & TEC/Omega proud member, ReFi DAO supporter…

Jeff Emmett

Linkedin

Token Engineering Researcher

The Commons Stack

Token Engineering Researcher designing ethical market microstructures and local currencies for social & environmental impact.

Jeffrey Potent

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Adjunct Professor of International and Public Affiars

Columbia University

Jeffrey Potent is adjunct professor of international and public affairs at the Columbia University, School of International and Public Affairs. He serves on the Columbia Climate School, Healthy and Sustainable Food Systems Network, co-chairs the Columbia University Seminar Series on Sustainable Finance and numerous other food and agriculture planning, advisory and executive boards. Formally, Jeff held leadership positions with the US Department of Agriculture, US Environmental Protection Agency and Cornell and Rutgers Universities.

Joel Mason

Linkedin

Chief of Staff and Project Lead

Economic Space Agency

Joel Mason holds a PhD in new organizational systems, and works to design such systems in partnership with tech and economy through a cultural and creative lens. He is the lead facilitator of the Department of Measures and Flows for Economic Space Agency, a network-in-becoming that creates protocols to value care, the environment, and creative contribution.

Johannes Pulsfort

Linkedin

Co-Founder

KUMO

Ambitious experienced professional whose core strength is to consult clients and win partnerships by identifying strategic opportunities. Internationally oriented, speaking five languages and with proven entrepreneurial spirit. Eager to learn new skills and passionate about today’s technological possibilities such as Blockchain, Artificial Intelligence, IoT and quantum computing.

Holds a Doctoral Degree in the topic of “Blockchain technology / DLT (distributed ledger technology) and tokenization as enablers of sustainable supply chains”

Various projects and papers with UN FAO on blockchain and sustainable agri food supply chains.

John Goedschalk

Linkedin

Founder & CEO

BioTara

John Goedschalk is an accomplished business leader and conservationist from Suriname. John’s educational background includes a bachelor’s degree in economics and international relations from Beloit College in Wisconsin, USA, and an MBA in finance and marketing from NIMBAS University in Utrecht, Netherlands.

Throughout his career, John has held various positions at prestigious companies such as Ernst & Young, McDonald’s Netherlands, and ABN AMRO in the Netherlands, and later Suriname. In addition to these corporate roles, John is also a successful entrepreneur, having founded multiple start-up companies, including FreshCotton, which was a leading online Amsterdam streetwear sales retail company. John later moved into the public sector where he led the Climate Compatible Development Agency within the Office of the President, leading climate change negotiations and climate finance initiatives on behalf of Suriname. He then moved to the non-profit sector where he was the Executive Director at Conservation International Suriname for 10 years overseeing multiple conservation, governance and livelihood projects. Here he also helped found the Friends of Green Suriname program within Conservation International to collaborate with local companies for the conservation and restoration of Surinamese biodiversity. John is dedicated to preserving Suriname as the greenest country on earth. He is committed to advocating for forest sector reform, such as reduced impact logging methods. He is also passionate about developing alternative income sources for vulnerable and disadvantaged people. In BioTara these passions come together.

Joseph Boulos

Linkedin

intern

The born global foundation

Lebanese intern at the born global foundation.

Computer science and maths student at université Paris Saclay.

Josiah Hunt

Linkedin

CEO

Pacific Biochar

Josiah Hunt graduated from UH Hilo in 2004 with a Bachelor of Science in Agroecology and

Environmental Quality. Since 2008 he has helped to innovate methods for biochar production, processing, and application in farming systems. He is founder and CEO of Pacific Biochar Benefit Corporation.

Juan Duran

Linkedin

Executive Director

EcoRegistry

As the CEO of EcoRegistry I combine my passion for technology with my love for sustainable development, biodiversity and society. I started my career developing software for electrical mobility, as I understood that the future would need more climate friendly transportation systems, and after moving back to my birth country (Colombia) I had the opportunity to work at the independent system operator and wholesale energy market administrator. At the beginning responsible for the real time simulation systems and afterwards as innovation leader I learned how important it is for a team to have a clear and passionate goal like getting energy to a whole country. Then we started with this interesting venture called EcoRegistry, to bring information and trust to sustainability markets, allowing me to understand more about the purpose of each action and how technology can shape the world.

Juan Sebastian Castellanos

Linkedin

Chief Legal Officer

Environmental Markets Fairness Foundation

Colombian lawyer specialized in Energy and Environmental Law with more than five (5) years of experience in the carbon market.

I worked in one of Colombia’s most important environmental NGOs, structuring multiple carbon Projects in the Colombian pacific, working with communities, private companies, and government entities.

I was head of the international legal team of ALLCOT, giving legal counsel to several projects worldwide, drafting multiple agreements, and reviewing environmental and climate regulations.

Nowadays, I’m a Rapporteur of the Sabin Center’s Peer Review Network of Climate Litigation for the Escazú Committee and Paris Agreement Committee to Support Implementation and Compliance and the Chief Legal Officer of the Environmental Markets Fairness Foundation.

My main goal is to understand the different legislations of the global South and promote a carbon market where all participants have crucial information and can make decisions that will protect the environment and avoid the climate crisis.

Kaitlin Archambault

Linkedin

Founder & CEO

Open Future Coalition

Kaitlin Archambault is Founder & CEO of Open Future Coalition, developing social, technological, and financial tools that resource community based solutions at a global scale. Their Open Impact platform currently serves impact organizations and networks in 51 countries. With experiences that range from designing institutional-grade financial services platforms to leading global organizations through complex rebrands, Kaitlin has spent much of her time ensuring that technology is thoughtfully constructed for the greater good: taking into account issues of governance, compliance, and ethics. Prior to founding Open Future Coalition, Kaitlin spent over a decade as a designer, creative director, and communications strategist, growing and leading creative and product teams and launching social impact brands on 5 continents. Kaitlin founded Brooklyn-based studio Incendiary Designs in 2013, and has advanced policy and thought leadership programs for outlets like the New York Times, the Washington Post, and The Hill. Kaitlin’s background is in public art and grassroots movement building, and she is a fierce advocate for issues of liberation and economic equity.

Katherine Von Stackelberg

Linkedin

Senior Research Scientist

NEK Associates LTD

Dr. von Stackelberg has long worked at the intersection of science and policy, originally in assessing public health risks of exposure to environmental contaminants, which expanded to the role of natural systems, expressed as ecosystem services, in supporting well-being, and the subsequent valuation of those ecosystem services to support policy analyses. Her ScD dissertation was based on a contingent valuation survey to monetize the benefit associated with risk reductions to ecological receptors exposed to polychlorinated biphenyls in the environment. She is currently working with a team to develop an ecosystem integrity index (EII; in review at a Frontiers journal) expressed as carbon-weighted hectares, that combines earth observation, machine learning, and confirmatory ground-level data and links to a monetized (or tokenized) valuation of biodiversity attributes. Dr. von Stackelberg attended COP15 as a delegate, and is a member of TNFD and the Ecosystem Services Workgroup of GeoBON.

Dr. von Stackelberg has an ScD and ScM from Harvard University in Environmental Science & Risk Management and Environmental Health and Health Policy & Management, respectively.

Ken Alex

Linkedin

Director

UC Berkeley, Project Climate

Ken Alex is the director of Project Climate. Ken was a senior policy advisor to Governor Jerry Brown in California, the director of the Governor’s Office of Planning and Research, and the chair of the Strategic Growth Council. Before joining the Brown Administration, Ken was the head of the California Attorney General’s Office Environment section. For a short profile of Ken and some of his work from 2018, see CalMatters

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Kevin Kelly

Linkedin

Director

Glasmor Software LLC

Kevin is the founder of Glasmor Software, a firm building a cloud-hosted greenhouse gases (GHG) emissions calculation engine. It is used in software calculators targeting specific domains. He maintains the open source software, atomic6ghg, a Python library implementing methods formalized in the international standard GHG Protocol.

Kevin’s software development career spans the PC and internet revolutions. With long runs at Microsoft, General Electric and LexisNexis, Kevin brings a breadth of domain, design, and implementation experience to his software products. His recent work in tools for ClimateTech has added a sense of urgency.

Kieran White

Linkedin

Co-founder & CEO

Return

Co-Founder and CEO of Return. Background mainly in climate-tech, having started his career at Tesla working in special operations and projects. He then went onto work at an early stage hardware startup called Lasso Loop Recycling as their COO. In both instances he worked on projects to integrate voluntary carbon credits and came up against the current market limitations first hand. After seeing these limitations, he decided to set out on the journey of starting Return.

Kimberly Samaha

Linkedin

CEO

Artemis Carbon Futures

Dr. Samaha is a serial entrepreneur and investor with over 30 years of experience. She specialized in US deregulated energy market, launching a series of start-ups and managing the acquisitions into large multi-national companies such as AES-Constellation Energy, ABB and GE. In Europe she worked with ABB-Zurich and Alstom & Areva – Paris integrating start-up ventures.

Currently she is the CEO of Synthesis Venture Fund Partners and the Born Global companies which focuses on technology and process innovation acceleration in the Bioeconomy intersection of Waste Energy & Food.

She holds a BS- Electrical Engineering from Boston University, an MBA in Entrepreneurship from Babson and a Ph.D in the Diffusion of Influence from Fielding. She founded the international forum the Bordeaux Energy Colloquium, the Beirut Ethics Colloquium and is an adjunct professor of Business Ethics at AUB (American University of Beirut)

Kipp Stroden

Linkedin

Executive Director

Delicious Medicine Inc.

Dedicated to connecting people with nature as the source of healing. Founder/CEO of Essential Living Foods, leading superfood brand (Acquired by Nestle in 2018). Founder of 501c3 Ancient Future Medicine. Natural products market maker, pioneer in: Superfoods, biohacking, functional foods, nutraceuticals. Founding member of the B Corp. Developed transparent, social impact supply chains, creating livelihoods for thousands of farmers and Indigenous communities in Amazonia. Currently focused on bringing new natural pharmaceuticals inspired by ancient botanical medicine knowledge to market, Carbon credit projects with Indigenous partners and an indigenous forward spring water brand.

Lauren Serota

Linkedin

Co-Founder & Advisor

Funga, Climate Collective

I am a product and design leader focused on creating positive social and environmental impact in emerging industries. I have built and led product, strategy, and design teams across 4 continents to bring first-in-market propositions to life, many of which serve rural agrarian value chains. I advise sustainability, agriculture, and climate start-ups in their formation, product strategy, community engagement, and go-to-market.

A few activities past and present relevant to the EBF community:

  • I was a founding board member for the US-based food policy non-profit The Greenfield Project.
  • I co-founded and now advise Funga, a biotech startup restoring the forest mycobiome.
  • I am an Entrepreneur-In-Residents with the Climate Collective, and lead a workstream (including a pilot) on payments for ecosystem services.
  • I co-chaired a World Economic Forum working group on digital carbon credits and advise other multi-lateral groups in defining and driving best practices and standards for ecological assets and ecosystem services.
  • I am a member of the founding faculty for the alternative social innovation school the Austin Center for Design, and now teach at the University of Texas at Austin’s Center for Integrated Design.
  • I founded and operate a clean cosmetics company with a cult following.

Letty Prados

Linkedin

Venture & Legal Counsel

Regen Living

Leticia has a 15-year expertise in impact entrepreneurship and mission driven organizations. Initially as a founder, she led startups in the purpose-driven work and gamification verticals under global networks such as Explorer and The Founder Institute, where she also became a mentor.

Her passion for technological development benefiting humanity led her to consult for the XPrize Foundation in the affordable housing roadmap, and for Bridge for Billions and other social innovation-led platform organizations within the Impact Hub brand internationally. She is now focused on ReFi, token engineering and blockchain applications for growing web3 impact projects and on the ground regenerative developments.

Before that, she was a licensed lawyer in the Madrid Bar Association advising in corporate and labor law at Cuatrecasas, and later a research consultant in a big media company in London, where she gained a MA in European and International Studies at King’s College London. She also completed the first accredited executive programme in Cryptoassets and Blockchain from the London School of Economics.

Lise Colyer

Linkedin

Founder and Executive Director

OmniAction

Lise Colyer’s background is in journalism – delivering at pace – and human rights. She worked with Shell Chairman Sir Geoffrey Chandler at Amnesty International on developing their first Corporate Social Responsibility network in the 90s.

She delivered CSR globally for FTSE 100 multinational Sage and worked directly with the CEO of AgriBriefing in developing and delivering their iteration as an agribusiness price benchmarking proposition. Through this work, she grew close to the challenges faced by their clients, the ABCDs, ADM, Bunge, Cargill, Louis Dreyfuss etc.

Lise initially mapped the full human rights impacts of the food system into a method of measuring sustainability after interviewing dozens of world leading experts for Quota.Media. They said:

  • We need a harmonised approach
  • Nobody wants a proprietorial system
  • Sustainability rights need to be the same globally

Following a successful campaign to the UN Food Systems Summit in 2021 with Quota.Media, she launched OmniAction with co-founders including Professor Tim Lang (who founded the Centre for Food Policy at City University, London) and Foodsteps CEO Anya Doherty, in January 2022. So, Lise moved from advocacy to action.

OmniAction is now a global volunteer community of more than 600 food system experts working across science and academia, business, government policy, consumer rights, civil society, and everything in-between. Uniquely, it operates transparently, is free to join and thereby reflects no vested interests, allowing the best science and expertise to rise to the top. OmniAction’s data scientists and LCA practitioners are working at the coal-face of sustainability and bring their first-hand knowledge of the challenges to developing solutions.

OmniAction has published its first set of framework indicators, which it will continually update, and is now working with businesses and academia to apply

the framework. Collaborators include community members from the World Business Council for Sustainable Development, World Benchmarking Alliance, Indigenous Peoples organisations including Tribal Link, COICA and the Indigenous Peoples’ Climate Justice Forum, along with Consumers International, HowGood, NSF, a variety of UN agencies, Slavefree Trade International, True Cost Accounting Accelerator, Access to Nutrition Initiative, European Economic and Social Committee, World Farmers Markets Coalition, Advance ESG, GAIN and FAIRR. We belong to the EAT Foundation’s Food Forward Consortium.

You can see OmniAction’s spokesman presenting at COP27 here: https://vimeo.com/showcase/9931881/video/770603463

Maex Ament

Linkedin

Co-Founder and Partner

Crane Earth

Co-Founder of Crane Earth, a ReFi and web3-focused VC fund. 5x founder in enterprise SaaS, FinTech and web3. Founder of Centrifuge, a real-world asset tokenization and financing protocol.

Marcus Aurelius

Linkedin

KlimaDAO

Emperor of Rome; Governor of Tunisia; Stoic Philosopher

Just kidding 😛

While I did study philosophy in school, my professional background is in data science, machine learning, and software engineering. I’ve been in the Web2 data world for almost a decade, but became fascinated by the opportunity to use smart contracts to revolutionize entire segments of the economy via novel coordination mechanisms.

I’m excited to leverage my data science and engineering skillset to scale environmental assets at KlimaDAO – fighting climate change with incentivized cooperation. My favorite part about working for a DAO is that, in addition to my technical work building data infrastructure, dashboards, and Discord bots, I also get to dust off my philosophical and economic training as I help to manage the treasury on the Policy Team, as well as formulate the strategic vision of KlimaDAO as a member of the Core Team.

Mark Johnson

Linkedin

Sacred Waters

University degree in mathematics, dual major in medicine, 1980. Co-founder Trinity Springs Ltd., 1990. National/International marketer of Source spring water with out disinfection or processing. Nationally recognized, #1 in sales all case volume, Natural Foods 1998-2006. Offered in 5 Countries. Sold in 2014.

Martin Wainstein

Linkedin

Founder & Executive Director

OpenEarth Foundation

Martin Wainstein is the founder and Executive Director of the Open Earth Foundation, a research and deployment non-profit focusing on digital innovations and open collaborations around planetary-scale projects such as developing a global climate accounting system—Open Climate. Martin held appointments at the Yale Center for Business and the Environment and the Tsai Center for Innovative Thinking at Yale, where he launched and led the Yale Open Innovation Lab, and advanced projects at the Digital Currency Initiative of the MIT Media Lab. His PhD work focused on the transformation of the global energy business system. He founded the Hyperledger Climate Action and Accounting SIG at the Linux Foundation, and actively advises deep tech startups.

Matt Sheffer

Linkedin

Chief technology Officer

Hudson Carbon

Matt Sheffer is a farmer, researcher, writer, and champion of the regenerative agricultural movement. Matt has worked in production agriculture for over 10 years. He has extensive experience working in diverse systems at varying scales, implementing large-scale regenerative transition, and developing regional regenerative supply chains. For the past four years, Matt has been leading a non-profit research organization, Hudson Carbon, working on advancing science and policy to support landscape-scale regenerative food system transition across the globe.

Matt is a systems thinker who is passionate about food systems, ecology, and ecosystem regeneration. He is dedicated to finding solutions that harmonize the production of food, feed, fiber, fuel, and medicine with the complex interactions and cycles that define healthy ecosystems.

Matthew Smithies

Linkedin

Managing Director

DOVU

I’m a driven senior software engineer with a focus of Laravel on the backend and React Native on the mobile side. I love to learn and gladly offer any help to those around me grow and ensure that any codebase I touch is in better shape than when I started. I’ve worked the whole of my career as a remote developer, setting my own challenges, keeping my motivation sparked and getting work done every single day. I pride myself on being consistent, determined and getting the work done.

Matthieu Hayoz

Linkedin

Freelance Product/Project Manager

Porini

Product-oriented manager, trained at EPFL and Stanford, with strong achievements in the industry. Uses product development, feature analysis, product management and project management techniques to develop, improve, and market products with success. Experience in Blockchain, DeFi, ReFi, NFT. Passionate about web3 technologies and their capability to create fair decentralized environments accessible to everyone.

Monty Bryant

Linkedin

Co-Founder, Product & Contact Lead

ReFi DAO

See https://www.montybryant.co.uk/

Currently Product & Content lead @ReFiDAOist. Monty is a changemaker working with people and organisations to build a better future. He has a master’s in Management & Innovation from the University of Bristol with expertise in sustainability, digital technologies, blockchain, and design & systems thinking.

Ned Harvey

Linkedin

Chief Executive Offiver

Digital gaia

Ned is the CEO and Co-Founder of Digital Gaia. Prior. to foundinG Digital Gaia Ned served for over a decade as a Managing Director at Rocky Mountain Institute developing market-based solutions for energy and climate transition. He has over 30 years of diverse business leadership experience, renewable energy development, consulting, consumer products, and military service in the US Navy. He is currently chairman of the Colorado Cleantech Industry Association.

Ned Horning

Linkedin

Co-Founder

Regen Network Development

Ned is an environmental remote sensing specialist and geospatial jack of all trades with over 35 years of experience. Before working for Regen Network Development he spent nine years at NASA’s Goddard Space Flight Center, nine years working as a private consultant, and 18 years with the American Museum of Natural History’s Center for Biodiversity and Conservation. He is thrilled to be applying his skills to support planetary regeneration.

Nicolas Alexander

Linkedin

Head of Partnerships & Policy

Thallo

Passionate about the intersection of social impact and business, Nicolas has 8 years experience in building mission-driven partnerships with a range of public and private sector stakeholders. This includes 5 years in multilateral affairs as a UK representative to  the United Nations in Geneva.

For the last two years, he consulted for a number of outfits and acted as Principal for an impact-driven investment firm, whilst also pursuing an MBA at the IESE Business School. He holds Bachelors and Masters degrees from McGill University and the London School of Economics and Political Science, respectively.

As Head of Partnerships & Policy at Thallo, Nicolas engages with stakeholders across the carbon and web3 ecosystems – striving to scale an efficient and more credible voluntary carbon market.

Pedro Parrachia

Linkedin

UNESCO-SOST Brazil

I’m Pedro, an action researcher, coordinator and storyteller who strives to lovingly make a difference toward a more equitable world, one that fits many worlds. A Kernel fellow, Token Engineering Academy alum, UNESCO-SOST board member, and recently I fell in love with writing.

I have been working in the areas of DAOs and blockchain since 2018. And conducted workshops, co-authored two books, modeled cryptoeconomic systems, and developed scalable solutions for DAOs. My experience spans across several domains, including education, token engineering, and decentralized governance. While enjoying this breadth of knowledge and skill set, I am committed to upholding the core values of mutual aid, playfulness, and accountability.

Full Proof of Work at https://bit.ly/Parrachia-Proof-of-Work

Peter Corke

Linkedin

Head of New Markets

Centree

Centree CEO & Founder. Multi-disciplined entrepreneur who has shaped and launched numerous businesses, brands, products, and services both virtual and physical for bluechip international brands and start-ups alike. His commercial experience spans multiple disciplines, verticals and regions. A passionate technologist, futurist and environmentalist he believes humanity has the tools to create a sustainable and regenerative future– we just need to pivot the business models and culture to that end.

Peter Olivier

Linkedin

CEO & Founder

Centree

I write about transitioning to the climate fight here: peterolivier.substack.com
At the Financial Clinic, I built the software development team and guided the design and development of the Change Machine Salesforce Application.
At Agora for Good, I led our product development team, and now advise on strategy. At Endeavor, I led our software development initiatives, including web and app development, as well as data management and process implementation across our 22 countries.
I’m passionate about prototyping, iterative development, and human centered design when building new products, and meaningful metrics and reporting structures when managing or consulting on existing products.

Peter Rosberg

Linkedin

Vice President of Integration Engineering

Ripple

Peter believes that the intersection of web3 and carbon markets will allow new business models to flourish and scale while also improving carbon credit transparency and quality. Most recently, Peter has been leading carbon markets product management at RippleX, working on solutions and services for carbon and ecological markets based on the XRP Ledger. Prior to that, he was VP of Engineering at Ripple working on the RippleNet product. He has been in the Silicon Valley Startup scene for 30 years working for iconic companies such as PayPal and across various industries including sustainability, crypto, fintech, and e-commerce. He is a technologist, startup mentor, and angel investor.

Prach Sri

Linkedin

Project Lead

Savimbo

Prach is a cross-disciplinary scientist. After a MS in biotechnology he moved into high-tech for hard science and now develops equitable carbon projects for smallfarmers in the Amazon rainforest — Savimbo.com

A prototype ‘delinquent savant’, Prach launched the Todreamalife.com international consulting network, then led serial startups in biotech and machine-learning applying emerging science to intractable problems. His current passion project is Savimbo, a fair-trade carbon credit platform which uses drones, satellite monitoring, and AI to support smallfarmers in tropical forests who want to conserve for a monthly micropayment.

Prach uses biology, applied science, systems and design thinking to solve complex problems. He is dedicated to enhancing the science behind climate change and biodiversity to make markets more transparent, and transactable for people who matter.

Ranil Senanayake

Linkedin

Chairman

Earthrestoration

Ranil Senanayake is a Systems Ecologist trained at U.C.Davis, He has developed Analog Forestry as a rural response to the  critical need of restoring the worlds lost forests functions. He has served as Executive Director of the Environmental Liaison Center International in Nairobi, Kenya and as the Senior Scientist for Counterpart international, Washington D.C. He taught at Monash University and was the senior Ecologist at the Center for Farm Planning at Melbourne university, which assisted in setting up the national Landcare program for Australia. He was the first international crops inspector for the national Association for Sustainable Agriculture Australia (NASAA) and created the Forest Garden Products (FGP) certification system for the International Analog Forestry Network. Today he chairs EarthRestoration p/l in Sri Lanka which works at realizing value of Primary Ecosystem Services (PES) as a new source of rural wealth.

Rio Richardson

Linkedin

Head of Product

oneshot.earth

Rio is Chief of Staff at oneshot.earth, currently setting up operations and digital product development. She’s interested in using finance to solve sustainability issues.

Rob de Laet

Linkedin

Fellow

Cooling Climate Chaos (being established)

Dutch, born 1956, adventurer, world traveller, philosopher, climate activist, now living mostly in a damaged part of the Brazilian rainforest, where he is rewilding a secluded valley and restoring the small water cycle, watching with gratitude as many species return to the area. From an early age gripped by the question of ”what is consciousness” as well as by the likely collapse of global human civilization.

Rob understands the whole planet as one living organism and looks at solutions from the lens of biomimicry and at a planetary scale from a perspective of geo-biomimicry.

Rob is working on a plan to avert the dieback of the Amazon Rainforest based on strengthening the biotic pump function over the area. The discovery of the biotic pump by Antonio Nobre and others is crucial for planetary recovery and regeneration. The Amazon is an organ vital to a balanced climate and once revitalized, the great biome will help reinvigorate all life on Earth and open up new futures to humanity, connecting to the hidden wonders of biodiversity of the area and the scientific insights held by the Indigenous peoples.

Rob also developed a combination of strategies to activate humanity to reverse the planetary destruction fast. If successful, it is possible to see the first cooling of the planet within twenty years.

Samuel Seongeun Lee

Linkedin

ESG-specialist

Climatecoin

Samuel is a ESG-specialist with a background in supply chain management, ESG disclosure(CDP, TCFD) and corporate initiatives including EV100, SBTi, RE100, Corporate Renewable Energy initiative(CoREi) and Business Integrity Society(BIS). Samuel has also participated in legislative amendments in ESG disclosure, ESG public procurement and corporate renewable procurement in South Korea.

Samuel has contributed to the first coal finance report in Korea in an effort to disclosure Korean’s FI’s exposure to the stranded asset, the first corporate guideline for renewable electricity procurement, and annual climate-related disclosure reports of Korean companies.

Scott Morris

Linkedin

Co-Founder

FoxFire

Community currency expert turned token economist & engineer; crypto commoner; ReFi true believer

Sev Nightingale

Linkedin

Eco Labs

Collaborator weaving threads between crypto + climate

Sonja Stuchtey

Linkedin

Founder and CEO

The Landbanking Group

Sonja started her professional carreer as a strategy consultant with Booz.Allen & Hamilton. Soon she pivoted to an entrepreneurial path, founded an award-winning social entreprise, co-shaped this new field of social business, established the first social franchise and modernized science education. Her books are still serving for teacher trainings in the space.

After more than a decade in science education she moved into tech particularly internet platforms as Senior Advisor, Investor, and Board Member. In 2022 she co-founded The Landbanking Group together with her partner Prof. Martin Stuchtey to create and catalyze nature markets for the restoration and preservation of land at planetary scale.

Besides her business engagements she is chairing the Supervisory Board of Alliance4Europe, which she co-founded in the spirit of preserving democracy in the wake of extremism in 2018. Moreover, she serves the idea of responsible business, long-termism, ethical tech and inclusive metrics as member of the Supervisory Board of the Capitals Coalition, and as fellow in the Atlantic Council GeoTech Center.

Sonja has studied Business Administration at WHU (Germany), IAE (France), UC Berkeley (USA), International Education at Bath University (UK), Data Sciences at UC Berkeley (USA) and holds a PhD of TU Munich (Germany). She is a passionate learner delightedly picking up new skills. Sonja is married and the mother of six children.

Stefan Renton

Linkedin

Sustainability Lead

Polygon Labs

Stefan Renton is the Sustainability Lead at Polygon Labs, a leading blockchain protocol developer, offering scalable, affordable, secure, and sustainable blockchains for Web3. Prior to joining, he was a founder of Reverse Token, an environmental based project aimed to help assist in both educating awareness around the complexities of the climate crisis and create impact through an efficient and democratic sustainable grant program.

Stefan has also spent the past two years consulting with non-Web3 organizations on the applications of blockchain in their sustainability strategy and assisted Bitcoin mining operations in their transition to renewable energy infrastructure.

Tarah Stafford

Linkedin

The Elephant Room

My background is in screenwriting. Having spent so much time imagining new worlds, endeavoring to understand what makes characters tick, creating complex plots and then attempting to make those stories ‘felt’ experiences, I have developed a number of strange talents: learning how to thrive on very little sleep being one of them. This has been essential as I also work full time on various climate solutions. I say various because I have worked on everything from neighbourhood energy, to business advocacy, to political & PR campaigns to First Nation legal challenges to food security and climate action plans.

I am the Co-Founder of the climate communications think tank, ‘The Elephant Room’ where we conduct research, craft strategic campaigns and pilot projects to move the needle on climate change and the Co-Executive Director of eDemocracy’s ‘Carbon Budget’, working with cities, NGO’s, companies and Indigenous Nations on public engagements, decarbonization and energy and emissions plans. I have also been supporting Gitcoin grantees in web3 world and doing some blockchain enabled climate solutions research for the Ethereum Foundation.

What I love the most is using storytelling and dinners to bridge the gap between complex worlds and regular people – to wit I am told that my best asset is that I am friendly

Ted Schmitt

Linkedin

Senior Director

Allen Institute for AI

Ted Schmitt is the Senior Director, Conservation at the Allen Institute for Artificial Intelligence (AI2) and Director of Skylight. Prior to AI2, Ted has spent over 15 years leading efforts to bring fit-for-purpose technology for good solutions to a range of terrestrial and marine Conservation issues at Vulcan Inc. He has worked extensively in Africa with field organizations applying technology to secure and manage protected areas. Prior to joining AI2, Ted was a Senior Program Officer for the Computer Science and Telecommunications Board at the United States National Academies of Science. He served as Business Development Director at several technology start-ups in Germany, Sweden, and the United States, leading the application of technology for impact on a range of issues. He started his career as a software engineer for IBM, earning patents and several technical achievement awards. Ted holds a Master of Arts in International Science and Technology Policy from George Washington University, a Bachelor of Science in Electrical Engineering, and a Bachelor of Arts in German from Purdue University. He is Chair of the Purdue School of Language and Culture Advisory Board.

Tica Lubin

Linkedin

Registry Program Coordinator and Project Manager

Regen Network

Passionate about using my skills in science communication, design, and project management to work towards more regenerative systems and enduring healthy ecosystems. 30 years experience in science communication design working as an exhibit fabricator, content developer, and project manager at museums such as the American Museum of Natural History, The Discovery, and consultant on multiple projects worldwide. MA in Sustainable Design focusing on sustainable and regenerative system transformation and design as well as communication strategies to enable and foster transformations. Lead coordinator at Regen Network for Science and Registry teams, in particular methodology development and collaboration efforts.

Wes Geisenberger

Linkedin

VP of Sustainability & ESG

HBAR Foundation Sustainable Impact Fund

At the HBAR Foundation Wes Geisenberger leads the Sustainable Impact Fund focused on Climate Markets, Biodiversity, Energy, and Supply Chain related areas. This includes deploying grant funding, developing open source tooling, research & development, as well as engaging partners and Hedera Governing Council members to bring their initiatives to market on Hedera in Regenerative Finance (ReFi). In his capacity overseeing the fund Wes has spoken at climate focused events including the UNGA, COP, & Davos. Wes was named to the Cointelegraph top 100 influencers for his work in web3 and sustainability.

Will Masters

Linkedin

Director

Ogallala Life

Attorney turned web3 enthusiast & refi builder; co-founder and chief voice at Ogallala Life, domain specialist, circle lead at dMeter.

Contributors

Agustin Matteri

Linkedin

Founder

United Species

Agustin Matteri, is an expert in Environmental Law and Policy, with proven sound capacities to integrate donors and beneficiary countries interests in order to develop robust green strategies and financing portfolios. He counts with relevant experience working for the UNEP Climate Change Unit of the Latin America and the Caribbean Office (USD 150 million mobilized) and the Ministry of Environment of Argentina. He was the Programme Officer for coordinating UN-REDD activities in Latin America and the Caribbean for UNEP (2021-22), where he performed as Task Manager for the biggest UNEP project worldwide: Paraguay GCF REDD+ results-based payments (USD 50M).

He has performed duties as the G20 focal point for the Argentina´s Presidency and Troika (2018-9) from UNEP. He has achieved the political buy-in, the endorsement and the drafting of some of the most relevant projects of UNEP: a USD 25M project under the GEF7 Sustainable Cities Impact Program for Argentina; 8 CBIT national projects approved by the GEF Secretariat for a total of USD12M (Costa Rica, Chile, Peru, Honduras, Argentina, Panama, Dominican Republic, Antigua and Barbuda); 3 National Strategies on Sustainable Mobility (Colombia, Panamá and Argentina); among others related to nature-based solutions in cities and food producers (City Adapt and MEbA Platforms).

He has also created and coordinated both the MOVE Platform to promoting sustainable mobility deployment in Latin America, and also the Regional Center for Climate Transparency for NDC tracking and LTS development, providing technical assistance for the development of MRV systems within Latin America and Caribbean countries.

Alejandro Lafon

Linkedin

Green Hydrogen Business Development

BU

Engineer with experience in the energy and utility industry.

Ameni Hasnaoui

Linkedin

Director of Carbon Removals

TREEO I Fairventures Digital GmbH

I am a carbon removal expert at TREEO, a startup company based in Stuttgart, Germany. I obtained a Ph.D. degree in Forest policy from the University of Göttingen, Germany in 2021 and have more than seven years experience in global forestland policy and sustainability with a special focus on the Mediterranean area. I got a Master’s degree in the management of natural ecosystems and an Engineering diploma in Agronomy from the National Agronomic Institute of Tunisia in 2014.

Ana Maria Mahecha

Linkedin

Founder

KOKO DAO

Bridging the gap between nature and humanity. Founder of KOKO DAO

Andy Deacon

Linkedin

Director

Future Climate

Experienced sustainability professional and team leader, having led major research and delivery programmes in the UK, EU and globally. Policy and strategy expertise for Government, cities and in academia. Passionate about driving change at scale.

Specialties: energy efficiency finance and funding, city climate change mitigation and adaptation strategy and programme delivery, UK and international climate change science, urban air quality research

Anna Lerner

Linkedin

CEO

Climate Collective

Strategic senior leader with expansive partnership, technology and social impact experience. I’m currently the CEO of the Climate Collective, a leading coalition of stakeholders––from investors and non-profit organizations to entrepreneurs and scientists––leveraging trusted, sustainable web3 infrastructure to unlock innovative and verifiable climate action at scale.

Most recently, I spent 4 years leading Meta’s (fm Facebook) strategy around the United Nations Sustainable Development Goals; Meta’s investment in Gender Data; and the Global Strategic Partners program. Before that, I spent 7 years driving frontier tech adoption, climate finance, data and development innovation at the World Bank Group, including the Climate Mitigation portfolio of the Global Environmental Facility, the financing facility of UNFCCC, and decarbonization investments across the globe (RE/EE mostly). I lived several years in Mozambique, working for GIZ as a regional advisor on sustainable biomass policies, biofuels and project development of energy efficient cookstoves across several markets in Sub-Saharan Africa.

Anton Root

Linkedin

Head of Research

AlliedOffsets

Experienced researcher with a keen interest in economics, carbon offsetting, alternative finance, climate finance, MSME funding, tech, international politics, and new media.

Antony Yousefian

Linkedin

VP Climate & Circularity

The first thirty

I’m passionate about transforming the food system, turning it from being extractive to regenerative. Focused on unlocking investment into the Agri-fintech ecosystem, promoting and helping to develop innovative solutions that change the incentives, economics and financial flows into the food supply chain. I started my career in asset management and investment banking, where I experienced the ESG capital wave and how the market was moving fast to quantification and impact measurement. With the desire accelerate positive change with finance, I started investing in early-stage start-ups that solved for this problem. The rollercoaster ride was too enjoyable and I got hooked. I’ve spent the last few years building an developing solutions for agtech, climatech which can drive system level change. I’m now convinced that If we can fix the food system, we have a shot at leaving a planet for our children, if we act now and get capital into the right teams and places.

Benjamin Leutner

Linkedin

Earth Observation Scientist

The Landbanking Group

Dr. Benjamin Leutner oversees the scientific methodology and implementation of the cross-biome, cross-outcome natural capital MRV at The Landbanking Group. He has a background in environmental sciences, ecology and modelling as well as earth observation and machine learning.

Bill Baue

Linkedin

Senior Director

r3.0

As an internationally recognized expert on Sustainability Context (thresholds & allocations), ThriveAbility, and Online Stakeholder Engagement, Bill designs systemic transformation at global, company, and community levels. A serial entrepreneur, he’s co-founder / instigator of a number of companies and initiatives: r3.0, Sustainability Context Group, Science Based Targets initiative, Currnt and Sea Change Radio. He played a key role in conceiving, developing, and piloting the United Nations Sustainable Development Performance Indicators (UNSDPIs), which mature beyond the UN Sustainable Development Goals by adding sustainability thresholds and transformation considerations) He works with organizations across the sustainability ecosystem, including AccountAbility, Audubon, Ceres, GE, Harvard, UNCTAD, UNEP, UN Global Compact, UNRISD, Walmart, and Worldwatch Institute.

Bryony Widdup

Linkedin

Co-Head Sustainable Finance and Investment

Hogan Lovells

Bryony is a Partner and Co-Head of Sustainable Finance and Investments at Hogan Lovells, a large international law firm. She is a finance and fintech lawyer, with over 15 years’ experience advising on fundraising solutions in the financial services sector. Known for her dedication to clients, Bryony is skilled in transaction structuring, in finance for funds, broader lending platforms (including blockchain-based offerings) and digital assets including token structuring and issuance. She is passionate about sustainable finance and investment solutions and advises clients on a broad range of financings including green, social and sustainability-linked instruments, transition finance and impact investments.

Cate Kelly

Linkedin

Communications Manager

Open Forest Protocol

Communications manager at Open Forest Protocol, interested in the intersection between ReFi and culture, real-life application of ReFi and MRV. Happy to be learning!

Chris Mehus

Linkedin

Program Director

Western Sustainability Exchange

Born, raised, and educated in Montana, Chris Mehus has always maintained a joint passion for agriculture and the outdoors. He has applied his degrees in Wildlife Biology and Range Science to assist and advocate for ranchers who have a strong conservation ethic. After 10 years of ranching experience in Southern Montana putting his education to practice in numerous areas of grazing management and planning, Chris spent many years working in rural business, economic, and financial planning giving him unique insight into the workings of a ranch business to understand economic drivers and incentives that make ranching with nature a more profitable operating model than typical conventional practices. He is an outspoken advocate for the Ranching For Profit, Integrity Soils, Holistic Management International, and related schools of thought and how they can be applied to create a thriving ranch business while creating healthy, functioning ecological systems with rich soil and diverse wildlife populations.

Christoph Drayss

Linkedin

Coporate Finance

Green Gen Fund

CFO of Green Gen Fund. Finance at Global Founders Capital.

Clément Gourrierec

Linkedin

Product Director

Crystalchain

Clément is a Project Manager at Crystalchain, a leading company doing traceability since 2016 on the blockchain, with luxury brands, food companies…

To address the lack of transparency in the voluntary carbon market, we propose a new technology that tokenizes certified carbon credits and stores all project-related information on the blockchain. By leveraging the immutability and transparency of the blockchain, investors will have access to verifiable data on the carbon credits they are investing in. This will create a more transparent and secure carbon credit market, which will accelerate the transition to a low-carbon economy.

David Bollier

Linkedin

Director

Schumacher Center for a New Economics

David Bollier is an American activist, scholar, and blogger who is focused on the commons as a new/old paradigm for re-imagining economics, politics, and culture. He pursues this work as Director of the Reinventing the Commons Program at the Schumacher Center for a New Economics [www.centerforneweconomics.org], and through international collaborations with commons scholars, activists, and policy experts. Bollier’s blog Bollier.org and monthly podcast Frontiers of Commoning, are popular sources of news and commentary about the commons, along with his ten books on various aspects of the commons. These include The Commoner’s Catalog for Changemaking (2021) Free, Fair and Alive (2019), and Think Like a Commoner (2014).

David Sisson

Linkedin

Senior Engineer

BlockScience

David has extensive experience designing and developing commercial software systems. Most recently he built and led Data Engineering and Data Science at an Ad Tech firm during their transition from a service-oriented business to platform provider. He has been a full product life cycle developer, and he has built teams necessary to scale these processes. He has experience building automated, data-driven, general business systems and data-acquisition/analysis applications in scientific and engineering settings. His tech career is informed by a Ph.D. in Neurophysiology and nine years of research experience in academic and pharmaceutical settings with a focus on using computational neuroscience to bridge micro (molecular and cellular) and macro (behavioral).

Donald Osborne-Moss

Linkedin

Senior Consultant

London Economics International

I am a 2nd year Social Impact MBA candidate at Boston University, with background career experience in construction management and a BS degree in mechanical engineering from Washington State University.

Elliot David

Linkedin

Head of Climate Strategy

Sustainable Bitcoin Protocol

An economist and carbon manager by training, Elliot is looking to create, scale, and support solutions that address some of the world’s most serious problems, with a particular focus on climate change, conflict, and justice. He is the Head of Climate Strategy and Partnerships at Sustainable Bitcoin Protocol, where he is addressing energy poverty, bridging the digital divide, and enabling financial inclusion. Elliot is a Schwarzman Scholar, climatetech startup advisor, and has worked across the public, private, and nonprofit sectors.

Eric Watson

Linkedin

Co-Founder

Synergy Solutions

I was born in Boston, grew up in Northern California, live in Southern California, and am currently traveling in Central and South America. I produce film and series content globally. Am focused on developing regenerative economic solutions to empower indigenous communities to maintain sovereignty in the face of the tidal wave of extractive capitalism that threatens all life on earth.

Gabriel Orrego

Linkedin

Community Founder

gaoa.network

I’m a systems thinker with background in Mechatronics Engineering.
Experimenting in the intersection of
🟢 Web3
🟢 Creator Economy
🟢 Cognitive Science
Helping self-managed individuals and self-organized collectives achieve efficient collaboration, enhanced productivity, effective decision-making and clarity of purpose.
By bringing alignment and transparency to information systems:
+ streamlining operations
+ shortening learning curves
+ facilitating context acquisition

Graham Wesolowski

Linkedin

Exectutice Director

Graham Wesolowski

Graham Wesolowski has been running around California’s wildlands from a young age and turned that into a career in landscape resilience beginning in 2009. In 2013, while a Master’s student at UCSB’s Bren School, he joined the Strategic Environmental Research Initiative for Wildfire and Climate Change. Beginning in 2015, he worked extensively on land conservation and stewardship efforts in the County as the Conservation Manager for the Land Trust for Santa Barbara County. His experience in landscape management and stewardship spans disciplines including steelhead restoration, large scale debris flow recovery and managing a commercial land-based aquaculture farm. He is currently the Executive Director of the non-profit Spatial Informatics Group – Natural Assets Laboratory and an incoming MBA student at the UC Davis Graduate School of Management. When he is not helping communities to become more resilient, Graham is surfing somewhere along the Central Coast, or taking his kids to the SB Zoo to see the lions.

Guðmundur Sigbergsson

Linkedin

Chief Executive officer

International Carbon Registry

Guðmundur is directly involved in climate actions and actively collaborates with domestic and international organizations. Both climate projects and actors promote transparent practices of carbon markets and facilitate the financing of climate actions in order to scale up real climate impacts.

Gudmundur is the founder and the CEO of the International Carbon Registry, a GHG program, and a climate registry. Earlier Gudmundur founded the accredited certification body iCert and was a managing director at the Central bank of Iceland.

Guðmundur also chaired a technical committee within Icelandic Standards that discussed responsible offsetting with the issuance of the prominent initiative ÍST 92:2022 Carbon offsetting: Requirements with guidance. He also participated as a member of the Nordic Dialog on Voluntary Compensation which outlined the Nordic perspectives on best practices for the voluntary use of carbon credits including a Nordic Code of Best Practice.

Guðmundur has served as a project manager for various initiatives, including iCert, Carbfix, and others in a project related to developing frameworks for carbon credit issuances based on CO2 mineralization.

Hema Bhatt

Linkedin

South Asia Lead

Restor

A performance-driven and motivated Environment enthusiast from India. Clear and effective communicator, Research minded, skilled in leading and management. Exploring new heights for serving and learning.

Humberto Besso Oberto

Linkedin

Founder

Urbánika

To build a better world we need to first imagine it. I’m making sure postCapitalist and SolarPunk narratives are within mainstream conversation topics through gamifying learning about these.

Jakub Lanc

Linkedin

Research; Core Team

KISK, Masaryk University, Brno

After studying computer science and psychology, I co-founded a youth mental health peer project. We started exploring the common paradigm, regenerative organizational patterns, and how P2P technologies like Holochain support those.

Currently, I am teaching courses “Commons, P2P and Digital Identity” and “Commons, Web3 and Design” at Masaryk University, Brno, Czech Republic, serving as a seed of the emerging “Distributed Commoning Lab”, where we relate those topics to Transition design.

I do also research for the Ministry of Environment, Czech Republic, related to Regenerative finance and Commons collaborative economy.

I’m also loosely collaborating with VisionsDAO – a ReFi DAO fund in the CZ and a regenerative modular housing project, “Live Differently”.

Jeremy Akers

Linkedin

Chief Vibe Officer

Regens Unite

Enabling curiosity, care and courage with Liberating Structures

Jori Armbruster

Linkedin

Co-Founder

EthicHub

Decentralization Believer. Commited to Regeneration. Cofounder at EthicHub

Josh Henretig

Linkedin

Managing Director, Climate Intelligence

RMI

Josh is a Managing Director at RMI, leading the Climate Intelligence Program, which focuses on applying data and technology to differentiate climate performance across material and energy industries and their associated value chains. Climate Intelligence works to enhance emissions visibility via open-source data platforms; advance carbon accounting systems that attribute emissions at various levels (corporate, facility, asset, product, etc.); establish and/or harmonize standards and marketplaces that allow us to differentiate the emissions intensity of raw materials, goods, and services; and advance the digital infrastructure and exchanges for tracing, valuing, and transacting these differentiated goods and services.

Prior to joining RMI, Josh served as Vice President of Global Partnerships at Higg, an integrated platform for sustainability insights that helps consumer goods businesses take responsibility for their entire social and environmental impact, from materials to products, from factories to stores, and across energy, waste, water, and working conditions.

Before Higg, Josh spent more than 17 years at Microsoft, where he played a leading role in shaping the company’s sustainability agenda, from its very first public environmental commitments in 2008 to its announcement in January 2020 that it would become “carbon negative” by expanding its internal carbon tax, reducing and removing its emissions since its 1975 founding, and deploying $1 billion to stimulate and accelerate the development of carbon removal technology. Over the years, Josh has worked on all aspects of corporate sustainability design and execution, from product development and strategic partnerships to developing scalable programs and tools to drive innovation while decoupling environmental impacts from the company’s business growth.

Julien Traisnel

Linkedin

Head of Carbon Markets

Ripple

Currently running partnerships and investments in carbon markets at Ripple, a blockchain solutions provider. I spent the last 15 years in payments and financial inclusion, including some time at Google where I launched Google Pay in several countries. Also spent some time in West Africa, launching MTN Mobile Money

Kaushal Kumar Vaishnav

Linkedin

Boston University

2nd year MBA & MS digital technology student, passionate about clean energy and circular economy.

Leah Biery

Linkedin

Discovery Center Executive DIrector

Tampa Bay Watch

Leah joined Tampa Bay Watch as Discovery Center Director in 2022. She is responsible for ensuring that the Discovery Center, a public education facility located on the St. Pete Pier, provides meaningful opportunities for locals and visitors to learn about Florida’s unique ecosystems and Tampa Bay Watch’s efforts to protect and restore them.

With an academic background in marine science and career experience in nonprofit management and communications, she is passionate about combining her skills to promote environmental stewardship. She is particularly interested in the intersection between food systems and ocean health, and how to effectively inspire behavioral changes that support health and sustainability.

Leah holds a Master of Science in Zoology from the University of British Columbia Fisheries Centre and a Bachelor of Science in Zoology from North Carolina State University, where she also earned a minor in Nonprofit Studies. She has been a collaborator on marine conservation, education, and aquaculture projects in Florida and abroad. In her free time she enjoys yoga, stand up paddleboarding, and exploring near and far.

Lilian Apaza Vargas

Linkedin

Investigator

Museo de Historia Natural Noel Kempff Mercado

Lilian Apaza Vargas, is a biologist, graduated from the Universidad Mayor de San Andrés in Bolivia, with the thesis “Comparative study of the hunting and use of mammals in two Tsimane indigenous communities”. He worked in environmental organizations in Bolivia, such as Conservation International and Environmental Protection Tarija, Friends of Nature Foundation, in the areas of municipal management, protected areas and climate change, to promote actions for conservation and sustainable development in different territorial entities , at this stage, planning tools are published and a fund management event “Environmental Municipalities” is created.

Madina Firdaus

Linkedin

Graduate Assistant

Boston University

Social Impact MBA Graduate Student in Boston University with an Environmental Engineering background. Focusing on ESG strategy & Implementation.

Marc Johnson

Linkedin

Environmental Solutions Architect

Protocol Labs - Filecoin Green

Marc Johnson is an environmental solutions architect for Filecoin Green, a Protocol Labs initiative to decarbonize Filecoin and other Web3 networks. Before joining Filecoin Green, he was chief sustainability officer at BunkerTrace and senior associate at the non-profit Rocky Mountain Institute. Filecoin Green is a not-for-profit, public goods company that endeavors to decarbonize the Filecoin Network.

Marianne Sulzer

Linkedin

Policy & Markets

The Landbanking Group GmbH

Professional with 15+ years of experience in international program management in sustainability, with particular expertise in sustainable agricultural sourcing and processing, corporate sustainability and supplier development in emerging markets.

Well-versed in structuring investments and providing technical assistance (TA) to leverage the impact of investments in agricultural finance, SME finance and green finance, including innovative financial solutions for blended finance.

Proven track record in program development and impact management for donors, investors (incl. foundations and philanthropists) and development finance institutions, thereby mobilising funding for inclusive financial products.

Emerging track record and expertise in philanthropic and corporate action for climate and biodiversity, achieving results and impact through investment and business strategy for conservation, regenerative agriculture and land restoration.

Maryam Ayati

Linkedin

Chief Executive Officer

Watr Foundation

Maryam is co-founder of Watr – the open blockchain ecosystem for physical commodity flows. Previously, she has led the creation of several multi-billion dollar physical commodity-based ventures and business models in start-up and Fortune 100 settings – including world firsts such as LNG to mobility, LNG-fueled mining, flare gas to mobility, LNG-fueled drilling and Shell’s LNG to Downstream and Marine businesses.

Prior to Watr, Maryam was the global head of Shell Trading’s Origination and Investments team – leading cross-commodity deal-making, investments and serving on the M&A executive team.

Maryam is also a co-founder of KomGo and Vakt enterprise blockchain coalitions (founding Board Chairperson for the latter). In 2017, these ventures were the first proofs of mass enterprise adoption of blockchain. Vakt for example launched to 67% of the Brent Crude market signed up as customers on day one.

In addition to Watr and Neo (ecosystem developer for Watr), she currently serves on the boards of Base Carbon and Exmar Shipping, Maritime and Offshore. Maryam continues to advise intergovernmental organizations, governments and energy C-suites on their response to digitalization, energy transition and the future of commodities. She is a contributor to Forbes.com and named in the top 200 most influential women in global commodities.

Mathew Yarger

Linkedin

CEO & Founder

DigitalMRV

Founder of DigitalMRV and Advisor for Sustainability and Climate at the IOTA Foundation. Mat also leads the Digital Infrastructure Working Group with Gold Standard and ClimateCHECK, has developed Data Confidence Fabrics with, Linux, Dell, Intel, ARM and others and currently leads secure data solution and service development at DigitalMRV as CEO and Founder. He is focused on solutions that enhance flexible and privacy centric data and value transfer for use in; Smart Cities, Critical Infrastructure systems, and environmental and energy systems.

Max Pinnola

Linkedin

Owner

Envision Blockchain

I help digitize carbon standards and methodologies into Guardian policies to support the tokenization of GHG emissions and reductions, and identify Guardian features to support business requirements and a digital MRV ecosystem.

Meg Dennis

Linkedin

Senior Sustainability Consultant & Researcher

Freelance

I’ve been a founder, program manager, CX designer and innovation consultant, however before all of these roles I was a farm girl in central-west Australia. Intensely curious about what I could learn from the world, I left the countryside to travel and work through at least a third of it (and still counting).

When I discovered Design Thinking, my career took a more impactful path, where today in all the work I do, people and the planet are at the heart of the problems to solve.

The more complex and digital life is becoming, the more I gravitate back to the environment, where I used to be connected to the weather, what we grew and raised and living a cleaner life. Sustainable principles and circular thinking now need to be central to everything we do as citizens and everything we build and create. This is core to my mission and purpose today.

My sweet spot is commercialising new technology, specifically climate tech and working on so many of the impossible problems to solve.

Michael Cooper

Linkedin

Technical Lead

Integrity Global

Michael Cooper is considered an expert in Policy, Evaluation and Research given his 16 years of experience providing MEAL services to various UN agencies, the World Bank, USAID, Millennium Challenge Corp, the U.S. State Dept and numerous NGO’s and impact inventors. Michael specializes in MEAL for blockchain: his work includes creating the initial Learning Agendas for the adaptive use and performance measurement of blockchain for Social Impact with the Univ of Notre Dame, research and advisory services to World Bank with the Research Institute for Crypto Economics and trainings for USAID Missions on Web 3.0 solutions. He is a newly applied Trusted Seed with CommonsStack where he will provide technical assistance to incubate blockchain social impact projects. Michael has also published extensively on the subject.

Mihai Hrimiuc

Linkedin

Product Owner

Carbonbase/Project-Ark

Extremely passionate about building stellar teams and improving internal organizational systems.

4 years of experience in Project Management, I have a master’s in economics (Management) and combined my business experience in various roles with 6.5 Years of Youth NGO Work, building teams, projects and organizations with a total of 400 Volunteers, 4 Organizations, More than 25 projects and initiatives.

Have a Social Innovation Management Fellowship with the Amani Institute with a 9-month program in Kenya and 2 Years of experience in a fast-paced sustainability and web3 start-up, spanning 3 entities, 3 timezones and numerous products and initiatives.

Nate Louf

Linkedin

Director, Business Performance Analytics

Boston University

Social Impact MBA student at Boston University

Paul McManus

Linkedin

Master Lecturer

Boston University

I’m a 30-year tech industry, consultant and venture capital veteran and award-winning member of the faculty at Boston University’s Questrom School of Business, teaching a range of courses in Strategy, Innovation and Sustainability/Social Impact at the undergraduate, graduate, and executive levels.

My journey in sustainability and social impact began in 2008, and current efforts focus on teaching and working with organizations.

– Developing innovative approaches to strategic knowledge creation and benefit-oriented strategic narratives that enhance value creation and delivery in the stakeholder economy.

– Implementing strategic pivots and transformational change digital, sustainability, or social impact initiatives,

– Investing in nature-based innovation and developing innovative business models and platforms to accelerate the development of regenerative/circular ecosystems, clusters, and bioregions.

– Rebuilding trust as the foundation of the social contract and stakeholder relationships and developing open organizations that deepen learning, enhance collaborations, accelerate social renewal, and amplify economic impact.

– Developing leaders who can respond effectively to complex and rapidly changing situations and lead others through uncertainty and ambiguity.

Paulo Almeida

Linkedin

Startup Mentor

Boston University

Software engineer

Pranav Khanna

Linkedin

Director of Strategic Initiatives

LOA Labs

Pranav Khanna is Director of Strategic Initiatives at LOA Labs. He has a background in Sustainability, Circular Fashion, Plastic waste, Crypto, and Climate action.

Current work is at the intersection of Climate and Blockchain. In addition to LOA Labs, I have been a key contributor at the ReFi DAO community, and part of the Working group at Gitcoin Grants Climate Round.

Most recently organized India first ReFi summit, Dec 2022. Currently helping multiple startups in ReFi with scaling and goto market.

Past work includes an Accelerator, India first Circular fashion platform, Plastic traceability, and Circular Design challenge ( LFW )

Business mentor at Circular Design Challenge, Lakme Fashion Week.

Associated as Mentor with Fashion for Good, 500 startups, Amrita TBI.

Contributor to program on Circular Economy at Terra.do

UN/CEFACT – Contributor – Traceability for Sustainable Value Chains : Textile and Leather Sector

Rebecca Harman

Linkedin

Partnerships and Grants manager

Regen Registry of Regen Network Development PBC

Rebecca is the Partnership and Grants Manager at Regen Network Development PBC. She nurtures strategic relationships, catalyzes connections among stakeholders (land stewards, project and methodology developers and researchers), supports science initiatives and co-designs Regen Registry. She is a soil conservationist and a passionate birder.

Rebecca LeBlanc

Linkedin

President

LCA Resource

Rebecca LeBlanc is a LCA, carbon accounting and climate change risk assessment consultant. She is an LCA practitioner, analyst and project manager who has experience in a broad range of business sectors including agriculture, chemicals, consumer goods, metals and mining and emerging biotechnology.

Sage Shelton

Linkedin

CEO and Co-Founder

ReSci Network

Sage is committed to empowering ethical science in methodology development for holistic ecocredit classes.

Sage has experience ranging from primary research of soil microbiome composition by molecular techniques to consulting full time in GTM & sales enablement strategies for early-stage ventures.

Sarah Baxendell

Linkedin

Director of Ecosystem

Regen Network

Sarah Ashley Baxendell believes that ecological design and technology will catalyze climate change action. She is the designer and founder of Hilltop Urban Farm, the largest urban farm and first adult urban farm incubator in the US. Sarah spearheaded master plans for 625+ acres of urban parks and vacant land in the City of Pittsburgh. She currently leads the blockchain ecosystem at Regen Network, and advises the Blockchain Infrastructure Carbon Offsetting Working Group.

Since 2013 Sarah has raised $35M+ for climate impact projects. She speaks on topics such as regenerative design, technology and climate change on NPR and Bankless podcast. Sarah is the co-founder of the North American Permaculture Convergence, co-founder of Occupy Wall Street Sustainability Working Group, and former Senior Sustainable Development Director at Citizens Relief NYC.

Siska Martina Cahyati

Linkedin

Programme Officer

IUCN

Currently work in the IUCN Headquarters in Switzerland, experiences in the Protected and Conserved Areas (PCA) topic: equitable governance and sustainable financing mechanism for PCA by implementing the IUCN Green List Standard. Specific thematic: economic development, financial inclusion, and passion in innovative solutions and blockchain for good causes.

Tara O’Shea

Linkedin

Senior Director, Forest & Land Use

Planet Labs PBC

Tara is passionate about realigning natural and human systems to forge more sustainable models of economic development, and has worked across the academic, nonprofit, finance and technology sectors towards this end. As a Senior Director at Planet, she oversees the company’s strategy for leveraging its Earth observation and analytics technologies to improve global forest monitoring systems today, and account for the value of forests in the global economy tomorrow.

With over thirteen years’ experience in sustainability and climate solutions, Tara began her career advancing ecosystem services research at Duke University’s Nicholas Institute for Environmental Policy Solutions. In 2012, she helped start a nonprofit focused on engaging the private sector in Reducing Emissions from Deforestation and Forest Degradation (REDD+), a financial mechanism for sustainable land use under the United Nations Framework Convention on Climate Change. Prior to joining Planet, Tara advised several foundations and investment firms on integrating the reality of climate and environmental change into their portfolios, including organizing the Climate & Capital summit that brought together investors representing over $1 trillion AUM alongside the COP21 in Paris and launching the first web platform for verified forest carbon projects at the COP20 in Lima. She believes technology and human ingenuity can ultimately help us better measure, manage, and allocate capital away from climate and sustainability risks (and towards solutions!).

Tara holds a Master’s of Environmental Management and International Development from Duke University, and a Bachelor of Science in Environmental Science from Gettysburg College.

Taylor Marshall

Linkedin

Director of Partnerships and Programs

Restore the Earth Foundation

Taylor Marshall has dedicated her professional life to identifying and promoting solutions and opportunities to address environmental issues. Taylor manages partner relationships for REF’s restoration projects. She is responsible for securing major grants and funding for REF and is the chief “in the mud” coordinator of all of REF’s corporate and community volunteer planting events.

Taylor fills a key role in coordinating with all REF’s partners in implementing strategic communications and outreach related to projects. Prior to joining Restore the Earth, Taylor was with The Water Institute of the Gulf in Baton Rouge, Louisiana, where she applied her expertise in integrated water resource management to develop and promote community-based approaches to protecting and restoring the Gulf coast communities from storm risk and land loss and enhancing community resilience. Taylor also has a background in renewable energy and biofuels from her time in Washington, D.C. at the American Council for Renewable Energy.

Taylor has a Masters of Science from McGill University in BioResource Engineering with a concentration in Integrated Water Resource Management (IWRM).

Tereza Bizkova

Linkedin

Ecosystem Communications Manager

Topl

Tereza Bízková is a Czech writer and tech journalist. With a Master’s degree in Defence, Development, and Diplomacy, she marries her passion for socio-economic innovation with her passion for technology.

Timm Reinsdorf

Linkedin

Co-Founder and CEO

Particula GmbH i.G.

Hi everybody, my name is Timm Reinsdorf. I am one of the Co-Founders & CEO of Particula. My professional background is in auditing and consulting regarding financial market regulation of crypto and other digital assets in Europe. With Particula we empower sustainable, data-driven investment decisions in the Web 3.0 environment.

Vincent Katchavenda

Linkedin

Co-Founder & COO

Cardashift

I am above all a humanist in the web3 ecosystem, on a mission to build bridges between “Web2 and Web3” to serve impact purposes.

Since 2017, I’ve been involved in numerous web3 projects and I believe blockchain technology will be an enabler of collective progress. Indeed, I believe in the potential of this technology to help rebuild our economic system: one that is fairer, more sustainable and which values positive action.

In 2021, I co-founded @Cardashift, the go-to infrastructure for funding & monetizing impact projects.

I am also a partner and advisor in multiple companies and collectives: @Smartchain, @cardano, @ADAN, @Ecota

Walid Al Saqqaf

Linkedin

Co-CEO & Co-Founder

Rebalance Earth

I’m the CEO and co-founder of Rebalance Earth a global ecosystems services platform for valuing and funding a living nature to combat climate change, biodiversity loss and lifting communities out of poverty.

I’m also the founder of Insureblocks the leading blockchain educational podcast and boutique consultancy firm that supports companies and industry metamorphose into digital natives. I started off in the corporate world at Barclays Corporate Banking in 1998. As a serial entrepreneur I’ve co-founded 5 start-ups of which one had a successful acquisition.

I’m an industry associate at the UCL Centre for Blockchain Technologies and a proud father of 2 little amazing daughters. They’re the reason I’m working to fight climate change, protect biodiversity and lift communities out of poverty through Rebalance Earth to leave them with a better world than the one we are presently living in.

Did you know that according to the IMF, a forest elephant is worth $40,000 dead for its ivory but $1.75m alive for the ecosystem services it performs within a forest, which includes carbon offsets. Our global economy’s failure to valuing a living nature and these ecosystem services fuels climate change, biodiversity loss and its consequential impact on global poverty.

Rebalance Earth, “rebalances” these market failures by offering households, companies and capital markets the opportunity to purchase ecosystem services credits from keystone species, such as forest elephants, to fight climate change, protect nature and lift communities out of poverty. The proceeds from these credits funds keystone species protection through wildlife justice initiatives and poverty-reducing investments in local communities, thus tying the welfare of the forest elephants to the local communities’ economic growth.

The Rebalance Earth proposition is grounded in peer-reviewed science and best-of-breed innovative technologies, including enterprise blockchain, artificial intelligence and internet of things sensors to provide traceability, transparency and trust in its platform.

The Lexicon Team

Douglas Gayeton headshot - Lexicon of Food

Douglas Gayeton

Linkedin

Chief Investigator

Lexicon of Impacts™

Douglas is an award-winning information architect, filmmaker, photographer and writer.
He directed the KNOW YOUR FOOD series for PBS and GROWING ORGANIC for USDA, MOLOTOV ALVA for HBO, and has authored two books, SLOW: Life in a Tuscan Town, and LOCAL: The New Face of Food & Farming in America.
He is also one of Crop Trust’s Food Forever champions and a visiting professor in the Masters Program at Slow Food’s University of Gastronomic Sciences in Pollenzo, Italy.

Laura Howard-Gayeton

Linkedin

Executive Director

Lexicon of Impacts™

Laura is the co-founder and Executive Director of “The Lexicon”. A social entrepreneur deeply rooted in the environmental movement, she founded Laloo’s, the first goat’s milk ice cream in the United States, a company based on principles informed by food science, water stewardship, animal welfare and the good food movement. Named a top 10 tastemakers by Newsweek, she continues to advise food companies after a successful exit from ice cream. Prior to Laloo’s, Laura worked in television. She founded Slo.Graffiti, a consumer products branding company subsidiary of Palomar Pictures and owns one technical patent for Tunnelvision, a proprietary storytelling system for subway systems. Laura is a graduate of Miami University where she rode for the Equestrian team, and still rides when she isn’t gardening, composting, or pickling something from the farm she shares with her partner Douglas Gayeton. She serves on several nonprofit boards including Womenserve NGO dedicated to improving the lives of women and girls in Rajasthan, India, and Petaluma Bounty, a community farm. She is an active 4H club Mom who is most proud of her 12 year-old daughter who is the Sonoma county Jr. poultry exhibitor champion and the apple of her eye.

Pier Giorgio Provenzano

Linkedin

Head of Digital

Lexicon of Impacts™

Pier Giorgio Provenzano is The Lexicon’s Head of Digital and lead Animator and Video Editor. Based near Bristol, England, his projects include a short film series for PBS, music videos for Napster, a feature-length documentary for HBO, several animated shorts for Warner Brothers and Toyota, short films for Sustainable Food Trust, and GrowEatGather, which showcases British farmers and their role in producing good sustainable food.

Alberto Miti

Linkedin

Associate Director

Lexicon of Impacts™

Alberto is an associate director at The Lexicon, where he leads impact campaigns (A Greener Blue, Seafood MAP) and multi-stakeholder projects in collaboration with both private and public organizations.

His work leverages evidence-based storytelling, collaborative approaches and story-based design.

Philip Ackerman-Leist

Linkedin

Special Projects

Lexicon of Impacts™

A food systems and sustainability expert, researcher, academic, and farmer specializing in American Milking Devon cattle. His three books include A Precautionary Tale: How One Small Town Banned Pesticides, Preserved its Food Heritage, and Inspired a Movement; Rebuilding the Foodshed; and Up Tunket Road: The Education of a Modern Homesteader.

Previously, Philip spent two decades as Professor of Sustainable Agriculture & Food Systems at Green Mountain College, where he built the nation’s first online graduate program in food systems, an undergraduate program in Sustainable Agriculture & Food Systems, and a 23 acre organic farm. He lives on his family’s off-grid homestead in Pawlet, Vermont.

Sophie Echeverry

Linkedin

Project Coordinator

Lexicon of Impacts™

Born and raised in Colombia with a background in International Business, Marketing and experience in the Sustainable Tourism and Food sector. She has lived in 5 different countries, speaks 4 languages, and her recent adventure led her to pursue a Masters in the Slow Food university of Italy, UNISG. She now works as a Project Coordinator for the Lexicon.

Or Katzman

Linkedin

Project Manager

Lexicon of Impacts™

Or Katzman was the director and co-founder of SDGIsrael, writes the Blockchain Bridge blog, and consults businesses on impact and web3. With over a decade of experience in leadership training, facilitation, and impact work, he has worked with a variety of organizations on mapping, measuring, and communicating their impact through the SDGs. He has experience and certification from the EU in circular economics and green business planning, he has consulted the UNDP on SDG Impact Standards and taken part in the UNGC’s SDG Accelerator program.

Amine Rehioui

Linkedin

Full Stack Developer

Lexicon of Impacts™

Amine is a game programmer who has been making games for over 13 years on a wide range of platforms, including consoles and mobile. With a particular interest in the intersection between Art and Technology, Amine likes making content creation tools used by both creative and technical disciplines. His main hobby is long-distance running.

About

The Ecological Benefits Framework is produced by The Lexicon, an international NGO that brings together food companies, government agencies, financial institutions, scientists, entrepreneurs, and food producers from across the globe to tackle some of the most complex challenges facing our food systems.
LEARN MORE

Team

Lexicon of Impacts is based on the Ecological Benefits Framework (EBF). This new paradigm provides a foundational architecture to radically transform global carbon, biodiversity, and ecological benefits markets. Coordinating financial institutions, UN agencies, NGOs, companies, and catalytic capital will bring attention to—and help create—a shared pathway for accelerated solutions, providing economic support for the people and projects that need it most.

LEARN MORE

THE LEXICON

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This website was built by The Lexicon™, a 501(c)(3) tax-exempt nonprofit organization headquartered in Petaluma, CA.
Check out our Privacy Policy, Cookie Policy, and Terms of Use.

© 2026 – Lexicon of Impacts™

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Interoperability

This pack focuses on the principles, standards, and components that enable different data systems, tools, and platforms to work together seamlessly. It includes concepts such as data harmonization, metadata standards, APIs, and system integration within CGIAR MELIAF ecosystems.

The pack supports the development of interoperable MELIA systems across programs and geographies, including integration with national systems such as those in Kenya. It is particularly useful to spread a mindset of collaboration and integration, allowing consistent data exchange between partners, improving efficiency, transparency, and comparability of results across projects.

35 Terms
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Alignment Maturity Level

IA, MEL

Alignment Maturity Level

Stage of development describing how well MELIAF standards, systems and practices are adopted and consistently applied, typically ranging from ad hoc use to fully embedded, continuously improved alignment. ​

[2804]

IA, MEL

Alignment Maturity Level

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Stage of development describing how well MELIAF standards, systems and practices are adopted and consistently applied, typically ranging from ad hoc use to fully embedded, continuously improved alignment. ​

Project Phases

2. Design

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2804]

Causal Alignment

F, IA, MEL

Causal Alignment

Consistency between ToCs, indicators, evaluations and impact models regarding how change is expected to occur, ensuring all MELIAF components reflect the same underlying causal logic. ​

[2802]

F, IA, MEL

Causal Alignment

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Consistency between ToCs, indicators, evaluations and impact models regarding how change is expected to occur, ensuring all MELIAF components reflect the same underlying causal logic. ​

Project Phases

2. Design

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

Lex Icon Community
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[2802]

Causal Pathway

F, IA, MEL

Causal Pathway

Sequenced chain linking activities, outputs, outcomes and impacts, including intermediate changes and feedbacks, used to visualize and test how interventions are expected to generate results. ​

[2827]

F, IA, MEL

Causal Pathway

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Sequenced chain linking activities, outputs, outcomes and impacts, including intermediate changes and feedbacks, used to visualize and test how interventions are expected to generate results. ​

Project Phases

2. Design

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

Lex Icon Community
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[2827]

CGIAR Results Framework

F, IA, MEL

CGIAR Results Framework

Structured hierarchy of impact areas, outcomes and outputs used to organize, monitor and report contributions, ensuring MELIAF data and evaluations align with agreed strategic results architecture. ​

[2820]

F, IA, MEL

CGIAR Results Framework

designed by Nilufer Sen

(Turkey,

2026)

Definition

Structured hierarchy of impact areas, outcomes and outputs used to organize, monitor and report contributions, ensuring MELIAF data and evaluations align with agreed strategic results architecture. ​

Project Phases

2. Design

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

Lex Icon Community
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[2820]

Compliance

F, IA, MEL

Compliance

Conformance with agreed standards, protocols, procedures and governance rules that regulate how MELIAF data, indicators, models and evaluations are designed, implemented, shared and reported. ​

[2794]

F, IA, MEL

Compliance

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Conformance with agreed standards, protocols, procedures and governance rules that regulate how MELIAF data, indicators, models and evaluations are designed, implemented, shared and reported. ​

Project Phases

3. Implementation

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

Lex Icon Community
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[2794]

Contribution Logic

F, IA, MEL

Contribution Logic

Reasoned explanation of how an intervention influences observed changes, distinguishing contribution from attribution and drawing on evidence and counterfactual thinking in MELIAF. ​

[2829]

F, IA, MEL

Contribution Logic

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Reasoned explanation of how an intervention influences observed changes, distinguishing contribution from attribution and drawing on evidence and counterfactual thinking in MELIAF. ​

Project Phases

2. Design

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2829]

Controlled Vocabulary

F, IA, MEL

Controlled Vocabulary

Curated list of allowed terms and definitions for concepts, indicators, themes or tags, used to standardize language and reduce ambiguity in MELIAF data and documentation. ​

[2819]

F, IA, MEL

Controlled Vocabulary

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Curated list of allowed terms and definitions for concepts, indicators, themes or tags, used to standardize language and reduce ambiguity in MELIAF data and documentation. ​

Project Phases

2. Design

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2819]

Data Interoperability

F, IA, MEL

Data Interoperability

Capacity of datasets from different sources to be combined, compared and reused without manual rework, thanks to shared formats, identifiers, metadata, semantics and access protocols across MELIAF functions. ​

[2796]

F, IA, MEL

Data Interoperability

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Capacity of datasets from different sources to be combined, compared and reused without manual rework, thanks to shared formats, identifiers, metadata, semantics and access protocols across MELIAF functions. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2796]

Design Alignment

F, IA, MEL

Design Alignment

Degree to which plans, ToCs, indicators, data standards and modules are intentionally specified to fit a common reference model, enabling coherent MELIAF implementation across projects and portfolios. ​

[2801]

F, IA, MEL

Design Alignment

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Degree to which plans, ToCs, indicators, data standards and modules are intentionally specified to fit a common reference model, enabling coherent MELIAF implementation across projects and portfolios. ​

Project Phases

2. Design

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2801]

Evidence Traceability

F, IA, MEL

Evidence Traceability

Ability to follow reported figures, findings and claims back through models, analyses and datasets to original sources, enabling verification and strengthening credibility of MELIAF products. ​

[2812]

F, IA, MEL

Evidence Traceability

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Ability to follow reported figures, findings and claims back through models, analyses and datasets to original sources, enabling verification and strengthening credibility of MELIAF products. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2812]

Governance Interoperability

F, IA, MEL

Governance Interoperability

Compatibility of mandates, decision rules, accountability arrangements and oversight processes that enables multiple institutions to jointly steward MELIAF data, standards and evaluations. ​

[2799]

F, IA, MEL

Governance Interoperability

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Compatibility of mandates, decision rules, accountability arrangements and oversight processes that enables multiple institutions to jointly steward MELIAF data, standards and evaluations. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2799]

Integration

F, IA, MEL

Integration

Bringing together data, tools, workflows and governance arrangements so MELIAF activities function as a connected system rather than fragmented, stand‑alone components. ​

[2793]

F, IA, MEL

Integration

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Bringing together data, tools, workflows and governance arrangements so MELIAF activities function as a connected system rather than fragmented, stand‑alone components. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2793]

Interoperability

F, IA, MEL

Interoperability

Ability of diverse systems, processes, and actors to exchange, interpret, and use data, concepts, and insights so that monitoring, evaluation, learning, impact assessment and foresight activities operate as a coherent whole. ​

[2792]

F, IA, MEL

Interoperability

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Ability of diverse systems, processes, and actors to exchange, interpret, and use data, concepts, and insights so that monitoring, evaluation, learning, impact assessment and foresight activities operate as a coherent whole. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2792]

Interoperability Building Blocks

F, IA, MEL

Interoperability Building Blocks

Foundational elements—standards, identifiers, schemas, APIs, governance rules and capacities—required to make MELIAF data, processes and tools connect, communicate and evolve together. ​

[2803]

F, IA, MEL

Interoperability Building Blocks

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Foundational elements—standards, identifiers, schemas, APIs, governance rules and capacities—required to make MELIAF data, processes and tools connect, communicate and evolve together. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2803]

Interoperability Cost Curve

F, IA, MEL

Interoperability Cost Curve

Relationship between level of interoperability achieved and the cumulative resources required, highlighting how early investment in standards and alignment can reduce marginal costs of connecting additional MELIAF systems. ​

[2795]

F, IA, MEL

Interoperability Cost Curve

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Relationship between level of interoperability achieved and the cumulative resources required, highlighting how early investment in standards and alignment can reduce marginal costs of connecting additional MELIAF systems. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2795]

Knowledge Graph

F, IA, MEL

Knowledge Graph

Networked representation linking entities, indicators, documents, ToC elements and outcomes via typed relationships, enabling MELIAF users and algorithms to explore and infer connections. ​

[2818]

F, IA, MEL

Knowledge Graph

designed by Nilufer Sen

(Turkey,

2026)

Definition

Networked representation linking entities, indicators, documents, ToC elements and outcomes via typed relationships, enabling MELIAF users and algorithms to explore and infer connections. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2818]

Machine-Readable Structure

F, IA, MEL

Machine-Readable Structure

Organization of data and documents into explicit, standardized formats that software can reliably parse, validate and process without manual intervention in MELIAF workflows. ​

[2815]

F, IA, MEL

Machine-Readable Structure

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Organization of data and documents into explicit, standardized formats that software can reliably parse, validate and process without manual intervention in MELIAF workflows. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2815]

Metadata Standard

F, IA, MEL

Metadata Standard

Agreed set of fields, formats and vocabularies describing datasets, indicators, models and documents so MELIAF assets are findable, understandable, and reusable by humans and machines. ​

[2808]

F, IA, MEL

Metadata Standard

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Agreed set of fields, formats and vocabularies describing datasets, indicators, models and documents so MELIAF assets are findable, understandable, and reusable by humans and machines. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

Request This Icon
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[2808]

Minimum Causal Alignment Standard

F, IA, MEL

Minimum Causal Alignment Standard

Baseline requirements for articulating ToCs, causal pathways, assumptions and evidence links so that MELIAF activities consistently express and test shared causal logic. ​

[2807]

F, IA, MEL

Minimum Causal Alignment Standard

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Baseline requirements for articulating ToCs, causal pathways, assumptions and evidence links so that MELIAF activities consistently express and test shared causal logic. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2807]

Minimum KPI Data Standard

F, IA, MEL

Minimum KPI Data Standard

Core structure, definitions, disaggregations and metadata required for key performance indicators to ensure comparability, integrity and machine‑readability across MELIAF systems. ​

[2806]

F, IA, MEL

Minimum KPI Data Standard

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Core structure, definitions, disaggregations and metadata required for key performance indicators to ensure comparability, integrity and machine‑readability across MELIAF systems. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2806]

Minimum Results Data Standard

MEL

Minimum Results Data Standard

Lean specification of variables, formats and metadata required for reporting results so that monitoring and evaluation data can be aggregated, compared and reused across initiatives.

[2805]

MEL

Minimum Results Data Standard

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Lean specification of variables, formats and metadata required for reporting results so that monitoring and evaluation data can be aggregated, compared and reused across initiatives.

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2805]

Ontology

F, IA, MEL

Ontology

Formally specified set of concepts, relationships and rules describing a domain, providing a machine‑interpretable backbone for MELIAF data integration, reasoning and advanced queries. ​

[2817]

F, IA, MEL

Ontology

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Formally specified set of concepts, relationships and rules describing a domain, providing a machine‑interpretable backbone for MELIAF data integration, reasoning and advanced queries. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2817]

Process Interoperability

F, IA, MEL

Process Interoperability

Extent to which MELIAF workflows, timelines and decision procedures can interact and synchronize across initiatives, enabling joint planning, shared reviews and consistent reporting with minimal friction. ​

[2797]

F, IA, MEL

Process Interoperability

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Extent to which MELIAF workflows, timelines and decision procedures can interact and synchronize across initiatives, enabling joint planning, shared reviews and consistent reporting with minimal friction. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2797]

Product Interoperability

F, IA, MEL

Product Interoperability

Ability of tools, dashboards, models, reports and evaluation products to plug into each other’s data structures, semantics and interfaces, allowing reuse and composition in MELIAF workflows. ​

[2798]

F, IA, MEL

Product Interoperability

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Ability of tools, dashboards, models, reports and evaluation products to plug into each other’s data structures, semantics and interfaces, allowing reuse and composition in MELIAF workflows. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

Request This Icon
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[2798]

Results Type

F, IA, MEL

Results Type

Category describing a point along the results chain—such as input, activity, output, outcome or impact—used to classify indicators, data and findings in MELIAF systems.

[2822]

F, IA, MEL

Results Type

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Category describing a point along the results chain—such as input, activity, output, outcome or impact—used to classify indicators, data and findings in MELIAF systems.

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2822]

Schema

F, IA, MEL

Schema

Formal structural blueprint describing entities, fields, relationships and constraints in a dataset or database, providing a shared template for MELIAF data creation, storage and exchange. ​

[2813]

F, IA, MEL

Schema

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Formal structural blueprint describing entities, fields, relationships and constraints in a dataset or database, providing a shared template for MELIAF data creation, storage and exchange. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2813]

Schema-Conformant Data

F, IA, MEL

Schema-Conformant Data

Records that follow an agreed schema’s field definitions, types, relationships and constraints, enabling automated validation, integration and analysis across MELIAF systems. ​

[2814]

F, IA, MEL

Schema-Conformant Data

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Records that follow an agreed schema’s field definitions, types, relationships and constraints, enabling automated validation, integration and analysis across MELIAF systems. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2814]

Semantic Layer

F, IA, MEL

Semantic Layer

Shared conceptual representation that maps data fields, indicators and entities to well‑defined meanings, enabling consistent interpretation and integration across MELIAF tools and datasets. ​

[2816]

F, IA, MEL

Semantic Layer

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Shared conceptual representation that maps data fields, indicators and entities to well‑defined meanings, enabling consistent interpretation and integration across MELIAF tools and datasets. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2816]

Shared Impact Logic

F, IA, MEL

Shared Impact Logic

Commonly agreed narrative and diagram of how activities, outputs and outcomes are expected to contribute to long‑term impacts, serving as a reference for MELIAF planning and assessment. ​

[2821]

F, IA, MEL

Shared Impact Logic

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Commonly agreed narrative and diagram of how activities, outputs and outcomes are expected to contribute to long‑term impacts, serving as a reference for MELIAF planning and assessment. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2821]

Target

F, IA, MEL

Target

Specific, time‑bound value set for an indicator, expressing expected performance and guiding planning, monitoring and accountability within MELIAF. ​

[2826]

F, IA, MEL

Target

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Specific, time‑bound value set for an indicator, expressing expected performance and guiding planning, monitoring and accountability within MELIAF. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2826]

Taxonomic Coherence

F, IA, MEL

Taxonomic Coherence

Consistency and non‑overlap of terms, categories and indicator labels so that MELIAF data, ToCs and reports use a shared conceptual vocabulary across scales and disciplines. ​

[2800]

F, IA, MEL

Taxonomic Coherence

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Consistency and non‑overlap of terms, categories and indicator labels so that MELIAF data, ToCs and reports use a shared conceptual vocabulary across scales and disciplines. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2800]

Tier A Indicator

F, IA, MEL

Tier A Indicator

High‑level, often system‑wide metric that tracks progress on priority outcomes or impacts and is mandatory for aggregation and external accountability within MELIAF. ​

[2823]

F, IA, MEL

Tier A Indicator

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

High‑level, often system‑wide metric that tracks progress on priority outcomes or impacts and is mandatory for aggregation and external accountability within MELIAF. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

Frank Place, Jim Hammond
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[2823]

Tier B Indicator

F, IA, MEL

Tier B Indicator

Intermediate‑level metric that supports comparative analysis across programs or regions, offering flexibility while retaining alignment with the overarching results framework. ​

[2824]

F, IA, MEL

Tier B Indicator

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Intermediate‑level metric that supports comparative analysis across programs or regions, offering flexibility while retaining alignment with the overarching results framework. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

Frank Place, Jim Hammond
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[2824]

Tier C Indicator

F, IA, MEL

Tier C Indicator

Context‑specific metric tailored to project or initiative needs, supporting local learning and management while remaining mappable to higher‑tier indicators when needed. ​

[2825]

F, IA, MEL

Tier C Indicator

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Context‑specific metric tailored to project or initiative needs, supporting local learning and management while remaining mappable to higher‑tier indicators when needed. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

Frank Place, Jim Hammond
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[2825]

ToC–PB Linkage

F, IA, MEL

ToC–PB Linkage

Explicit mapping between elements of a Theory of Change and projected benefits in quantitative models, ensuring consistency between narrative causal logic and forward‑looking analysis. ​

[2832]

F, IA, MEL

ToC–PB Linkage

designed by Nilufer Sen

(Turkey,

2026)

Definition

Explicit mapping between elements of a Theory of Change and projected benefits in quantitative models, ensuring consistency between narrative causal logic and forward‑looking analysis. ​

Project Phases

Contextual Taxonomies

INTEROPERABILITY

Authors/Reviewers

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[2832]

Scaling & Innovation

This thematic pack covers concepts, terminology, and visual elements related to the design, testing, and scaling of innovations within agrifood systems. It includes terms such as innovation bundles, TRL, scaling pathways, and usage models, with attention to enabling environments and partnerships. The pack supports users in illustrating how innovations move from research to widespread uptake across diverse contexts.

It can be used in MELIAF-aligned reporting, proposal design, and learning products to show how innovations are introduced, refined, and expanded. It is also useful in interactive dashboards and pathway visualizations that track adoption levels, scaling readiness, and systemic change over time.

14 Terms
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Complementary Innovations

IA, MEL

Complementary Innovations

Innovations, solutions or conditions that are necessary to scale core innovations.

[2404]

IA, MEL

Complementary Innovations

designed by Olya Batiievska

(Ukraine,

2025)

Definition

Innovations, solutions or conditions that are necessary to scale core innovations.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

SCALING AND INNOVATION

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2404]

Core Innovations

IA, MEL

Core Innovations

Innovations that are at the heart of initiatives/ interventions and that are expected to contribute to transformation and impact at scale.

[2408]

IA, MEL

Core Innovations

designed by Olya Batiievska

(Ukraine,

2025)

Definition

Innovations that are at the heart of initiatives/ interventions and that are expected to contribute to transformation and impact at scale.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

SCALING AND INNOVATION

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2408]

Innovation

F, IA, MEL

Innovation

New, improved, or adapted outputs or groups of outputs such as products, technologies, services, organizational and institutional arrangements with high potential to contribute to positive impacts when used at scale.

[2453]

F, IA, MEL

Innovation

designed by Olya Batiievska

(Ukraine,

2025)

Definition

New, improved, or adapted outputs or groups of outputs such as products, technologies, services, organizational and institutional arrangements with high potential to contribute to positive impacts when used at scale.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMSSCALING AND INNOVATION

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2453]

Innovation Package

F, IA, MEL

Innovation Package

Combinations of interrelated innovations and enabling conditions that, together, can lead to transformation and impact at scale in the CGIAR research delivery hierarchy.

[2454]

F, IA, MEL

Innovation Package

designed by Olya Batiievska

(Ukraine,

2025)

Definition

Combinations of interrelated innovations and enabling conditions that, together, can lead to transformation and impact at scale in the CGIAR research delivery hierarchy.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

SCALING AND INNOVATION

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2454]

Innovation Partner

F, IA, MEL

Innovation Partner

Organizations or entities that CGIAR collaborates and co-invests with to improve the readiness of innovations to contribute to impact at scale.

[2455]

F, IA, MEL

Innovation Partner

designed by Olya Batiievska

(Ukraine,

2025)

Definition

Organizations or entities that CGIAR collaborates and co-invests with to improve the readiness of innovations to contribute to impact at scale.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

SCALING AND INNOVATION

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2455]

Innovation Readiness

F, IA, MEL

Innovation Readiness

A metric used to assess the maturity of an innovation, with a scale ranging from the idea (lowest level) to validated under uncontrolled conditions (highest level).

[2456]

F, IA, MEL

Innovation Readiness

designed by Olya Batiievska

(Ukraine,

2025)

Definition

A metric used to assess the maturity of an innovation, with a scale ranging from the idea (lowest level) to validated under uncontrolled conditions (highest level).

Project Phases

3. Implementation4. Analysis

Contextual Taxonomies

SCALING AND INNOVATION

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2456]

Innovation Stages

F, IA, MEL

Innovation Stages

Number of research and development innovations by stage, where the stages are: i) end of research phase (discovery/proof of concept); ii) end of piloting phase (if relevant); iii) available for uptake; iv) uptake by next user.

[2457]

F, IA, MEL

Innovation Stages

designed by Olya Batiievska

(Ukraine,

2025)

Definition

Number of research and development innovations by stage, where the stages are: i) end of research phase (discovery/proof of concept); ii) end of piloting phase (if relevant); iii) available for uptake; iv) uptake by next user.

Project Phases

3. Implementation4. Analysis

Contextual Taxonomies

SCALING AND INNOVATION

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2457]

Innovation Use

F, IA, MEL

Innovation Use

A metric used to assess the extent to which an innovation is already being used, by which type of users and under which conditions, with a scale ranging from no use (lowest level) to common use (highest level).

[2458]

F, IA, MEL

Innovation Use

designed by Olya Batiievska

(Ukraine,

2025)

Definition

A metric used to assess the extent to which an innovation is already being used, by which type of users and under which conditions, with a scale ranging from no use (lowest level) to common use (highest level).

Project Phases

3. Implementation4. Analysis

Contextual Taxonomies

SCALING AND INNOVATION

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2458]

Scaling

F, IA, MEL

Scaling

Investments, strategies and processes aimed at increasing innovation readiness and/ or innovation use to contribute to positive impacts at scale.

[2525]

F, IA, MEL

Scaling

designed by Nilufer Sen

(Turkey,

2025)

Definition

Investments, strategies and processes aimed at increasing innovation readiness and/ or innovation use to contribute to positive impacts at scale.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

SCALING AND INNOVATION

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2525]

Scaling & Policy Tracing Study

IA

Scaling & Policy Tracing Study

Tracks how innovations, evidence, or policy advice move through next user/boundary partner institutions and systems to support long-term impact pathways.

[2705]

IA

Scaling & Policy Tracing Study

designed by Nilufer Sen

(Turkey,

2026)

Definition

Tracks how innovations, evidence, or policy advice move through next user/boundary partner institutions and systems to support long-term impact pathways.

Project Phases

1. Proposal5. Sharing

Contextual Taxonomies

SCALING AND INNOVATION

Authors/Reviewers

Amy Beaudreault, James Stevenson, Julien Colomer, Marie-Angélique Laporte, Swetha Ramachandran
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[2705]

Scaling Partner

F, IA, MEL

Scaling Partner

Organizations or entities that CGIAR collaborates with to advance the uptake and use of innovations at scale.

[2526]

F, IA, MEL

Scaling Partner

designed by Nilufer Sen

(Turkey,

2025)

Definition

Organizations or entities that CGIAR collaborates with to advance the uptake and use of innovations at scale.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

SCALING AND INNOVATION

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2526]

Scaling Readiness

F, IA, MEL

Scaling Readiness

Organizations or entities that CGIAR collaborates with to advance the uptake and use of innovations at scale.

[2527]

F, IA, MEL

Scaling Readiness

designed by Nilufer Sen

(Turkey,

2025)

Definition

Organizations or entities that CGIAR collaborates with to advance the uptake and use of innovations at scale.

Project Phases

3. Implementation4. Analysis

Contextual Taxonomies

SCALING AND INNOVATION

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2527]

Scaling Readiness Approach

F, IA, MEL

Scaling Readiness Approach

Metric that combines single or average innovation readiness and innovation use scores at innovation package or portfolio level.

[2528]

F, IA, MEL

Scaling Readiness Approach

designed by Nilufer Sen

(Turkey,

2025)

Definition

Metric that combines single or average innovation readiness and innovation use scores at innovation package or portfolio level.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

SCALING AND INNOVATION

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2528]

Scaling Readiness Portfolio Management

F, IA, MEL

Scaling Readiness Portfolio Management

Evidence-based approach to support the design, implementation, monitoring and evaluation of strategies to increase readiness and use of innovations at innovation package and/or portfolio level.

[2529]

F, IA, MEL

Scaling Readiness Portfolio Management

designed by Nilufer Sen

(Turkey,

2025)

Definition

Evidence-based approach to support the design, implementation, monitoring and evaluation of strategies to increase readiness and use of innovations at innovation package and/or portfolio level.

Project Phases

2. Design4. Analysis

Contextual Taxonomies

SCALING AND INNOVATION

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2529]

Impact Areas

These are the major domains of long-term change targeted by CGIAR. It includes standardized terminology and icons that align with CGIAR impact frameworks.

The pack is useful for showing strategies, aligning projects with CGIAR-wide priorities, and communicating contributions to global goals. It can be used in reports, proposals, and visual tools to map how activities and outcomes contribute to specific impact areas.

5 Terms
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Climate Change Adaptation and Mitigation

F, IA, MEL

Climate Change Adaptation and Mitigation

Improving small-scale producers’ resilience and reducing greenhouse gas emissions from food systems.

[2983]

F, IA, MEL

Climate Change Adaptation and Mitigation

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Improving small-scale producers’ resilience and reducing greenhouse gas emissions from food systems.

Project Phases

Contextual Taxonomies

IMPACT AREAS

Authors/Reviewers

Lex Icon Community
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[2983]

Environmental Health & Biodiversity

F, IA, MEL

Environmental Health & Biodiversity

Increasing productivity in food systems while staying within environmental boundaries and maintaining biodiversity.

[2984]

F, IA, MEL

Environmental Health & Biodiversity

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Increasing productivity in food systems while staying within environmental boundaries and maintaining biodiversity.

Project Phases

Contextual Taxonomies

IMPACT AREAS

Authors/Reviewers

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[2984]

Gender Equality, Youth, and Social Inclusion

F, IA, MEL

Gender Equality, Youth, and Social Inclusion

Closing the gender gap and enhancing opportunities for youth in food, land, and water systems.

[2985]

F, IA, MEL

Gender Equality, Youth, and Social Inclusion

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Closing the gender gap and enhancing opportunities for youth in food, land, and water systems.

Project Phases

Contextual Taxonomies

IMPACT AREAS

Authors/Reviewers

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[2985]

Nutrition, Health, and Food Security

F, IA, MEL

Nutrition, Health, and Food Security

Ending hunger and enabling safe, affordable, healthy diets for the world’s most vulnerable people.

[2986]

F, IA, MEL

Nutrition, Health, and Food Security

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Ending hunger and enabling safe, affordable, healthy diets for the world’s most vulnerable people.

Project Phases

Contextual Taxonomies

IMPACT AREAS

Authors/Reviewers

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[2986]

Poverty Reduction, Livelihoods & Jobs

F, IA, MEL

Poverty Reduction, Livelihoods & Jobs

Building on a 50-year track record of lifting millions out of poverty.

[2987]

F, IA, MEL

Poverty Reduction, Livelihoods & Jobs

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Building on a 50-year track record of lifting millions out of poverty.

Project Phases

Contextual Taxonomies

IMPACT AREAS

Authors/Reviewers

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[2987]

Data & Datasets

This pack focuses on the types, sources, and management of data used within MELIAF systems, including datasets, data governance, and quality standards. It includes terminology and icons related to data collection, storage, sharing, and analysis.

This collection can be used in MEL Plans, dashboards, and documentation to represent data flows and assets.

29 Terms
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Agronomic Logbook

MEL

Agronomic Logbook

Documentation kept by farmers or field staff recording agronomic activities, inputs, and outputs over time to generate detailed panel data at the plot level.

[2620]

MEL

Agronomic Logbook

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Documentation kept by farmers or field staff recording agronomic activities, inputs, and outputs over time to generate detailed panel data at the plot level.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Alan De Brauw, Alessandra Galiè, Allison Smith, Ibtissem Jouini, Ireny Khella, Lucy Njuguna, Najeeb Ullah, Rose Chesoli
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[2620]

Available Data Inventory

IA

Available Data Inventory

Structured listing of existing datasets, their characteristics, and accessibility that guide new data collection and help researchers avoid duplication.

[2682]

IA

Available Data Inventory

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Structured listing of existing datasets, their characteristics, and accessibility that guide new data collection and help researchers avoid duplication.

Project Phases

2. Design4. Analysis

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Berber Kramer, Bronagh Woods, Keith Weibe, Marc Schut, Nedumaran Swamikannu
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[2682]

Clean Dataset

F, IA, MEL

Clean Dataset

A ready-for-analysis dataset that has been checked and corrected for errors, inconsistencies, and missing values.

[2688]

F, IA, MEL

Clean Dataset

designed by Olya Batiievska

(Ukraine,

2026)

Definition

A ready-for-analysis dataset that has been checked and corrected for errors, inconsistencies, and missing values.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Alan De Brauw, Alessandra Galiè, Allison Smith, Ibtissem Jouini, Ireny Khella, Lucy Njuguna, Najeeb Ullah, Rose Chesoli
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[2688]

Continuous Data Validation

F, IA, MEL

Continuous Data Validation

Ongoing verification of incoming data for completeness, consistency, and plausibility throughout collection and entry. Continuous data validation can be used to safeguard data quality before analysis.

[2629]

F, IA, MEL

Continuous Data Validation

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Ongoing verification of incoming data for completeness, consistency, and plausibility throughout collection and entry. Continuous data validation can be used to safeguard data quality before analysis.

Project Phases

4. Analysis

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Alan De Brauw, Alessandra Galiè, Allison Smith, Ibtissem Jouini, Ireny Khella, Lucy Njuguna, Najeeb Ullah, Rose Chesoli
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[2629]

Data Analysis

F, IA, MEL

Data Analysis

Systematic processing and examination of collected qualitative, quantitative, and administrative data to identify and organize patterns within sources or samples (such as people, plants, animals, crops, soils, economics, climate, or water systems).

[2679]

F, IA, MEL

Data Analysis

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Systematic processing and examination of collected qualitative, quantitative, and administrative data to identify and organize patterns within sources or samples (such as people, plants, animals, crops, soils, economics, climate, or water systems).

Project Phases

4. Analysis

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Diana Milena Lopez Avila, Enrico Bonaiuti, Holger Meinke, Natalia Ortiz, Rachel Claus
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[2679]

Data and Assumptions Plan

F

Data and Assumptions Plan

An outline of required datasets, base parameter values, resolution scales, and scenario assumptions, including sources, normalization methods, validation, and quality checks that serves as the basis for implementing simulation model runs. Data and assumptions plan plans help modeling teams coordinate data acquisition and support transparency and replicability when developing simulation models and generating scenarios.

[2592]

F

Data and Assumptions Plan

designed by Olya Batiievska

(Ukraine,

2026)

Definition

An outline of required datasets, base parameter values, resolution scales, and scenario assumptions, including sources, normalization methods, validation, and quality checks that serves as the basis for implementing simulation model runs. Data and assumptions plan plans help modeling teams coordinate data acquisition and support transparency and replicability when developing simulation models and generating scenarios.

Project Phases

3. Implementation

Contextual Taxonomies

DATA & DATASETSFORESIGHT

Authors/Reviewers

Brian Belcher, Evelyne Okoth, Jim Hammond, Mansi Tripathi, Nicoleta Trifa, Nils Teufel, Timothy Sulser
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[2592]

Data Assets (information products)

F, IA, MEL

Data Assets (information products)

Intellectual Assets that are raw or manipulated datasets and information products produced by CGIAR, as outputs of CGIAR’s research and development activities.

[2415]

F, IA, MEL

Data Assets (information products)

designed by Olya Batiievska

(Ukraine,

2025)

Definition

Intellectual Assets that are raw or manipulated datasets and information products produced by CGIAR, as outputs of CGIAR’s research and development activities.

Project Phases

3. Implementation5. Sharing

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2415]

Data Collection

F, IA, MEL

Data Collection

The process of using defined tools and protocols to systematically gather both measurements and observations about study system variables like people, plants, animals, crops, soils, economics, climate, or water systems.

[2680]

F, IA, MEL

Data Collection

designed by Olya Batiievska

(Ukraine,

2026)

Definition

The process of using defined tools and protocols to systematically gather both measurements and observations about study system variables like people, plants, animals, crops, soils, economics, climate, or water systems.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Alan De Brauw, Alessandra Galiè, Allison Smith, Ibtissem Jouini, Ireny Khella, Lucy Njuguna, Najeeb Ullah, Rose Chesoli
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[2680]

Data Collection Methods

F, IA, MEL

Data Collection Methods

Techniques or approaches determined through methodological design that define how information is/will be gathered from different sources or samples (such as people, plants, animals, crops, soils, economics, climate, or water systems).

[2631]

F, IA, MEL

Data Collection Methods

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Techniques or approaches determined through methodological design that define how information is/will be gathered from different sources or samples (such as people, plants, animals, crops, soils, economics, climate, or water systems).

Project Phases

2. Design3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Diana Milena Lopez Avila, Enrico Bonaiuti, Holger Meinke, Natalia Ortiz, Rachel Claus
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[2631]

Data Collection Tools

F, IA, MEL

Data Collection Tools

Specific instruments, devices, or guidelines that are used to to capture and record data from sources or samples (such as people, plants, animals, crops, soils, economics, climate, or water systems) is gathered. Data collection tools operationalize data collection methods and may include questionnaires, interview guides, observation checklists, sensors, and data.

[2632]

F, IA, MEL

Data Collection Tools

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Specific instruments, devices, or guidelines that are used to to capture and record data from sources or samples (such as people, plants, animals, crops, soils, economics, climate, or water systems) is gathered. Data collection tools operationalize data collection methods and may include questionnaires, interview guides, observation checklists, sensors, and data.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Diana Milena Lopez Avila, Enrico Bonaiuti, Holger Meinke, Natalia Ortiz, Rachel Claus
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[2632]

Data Quality Assurance

IA, MEL

Data Quality Assurance

Activities concerned with assessing and improving the merit or worth of data collection, aggregation, cleaning, and management, as well as its compliance with given standards.

[2621]

IA, MEL

Data Quality Assurance

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Activities concerned with assessing and improving the merit or worth of data collection, aggregation, cleaning, and management, as well as its compliance with given standards.

Project Phases

3. Implementation4. Analysis

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Alan De Brauw, Alessandra Galiè, Allison Smith, Ibtissem Jouini, Ireny Khella, Lucy Njuguna, Najeeb Ullah, Rose Chesoli
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[2621]

Dataset Harmonization

MEL

Dataset Harmonization

Aligning variables, formats, units, and coding schemes across datasets to create interoperability and allow for combination or comparison. Harmonization is crucial for meta‑analysis and global or regional modeling.

[2681]

MEL

Dataset Harmonization

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Aligning variables, formats, units, and coding schemes across datasets to create interoperability and allow for combination or comparison. Harmonization is crucial for meta‑analysis and global or regional modeling.

Project Phases

3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Berber Kramer, Bronagh Woods, Keith Weibe, Marc Schut, Nedumaran Swamikannu
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[2681]

Farmer Data

MEL

Farmer Data

Socio-economic data collected on farmer characteristics, decisions, perceptions, and outcomes, often at the household level.

[2637]

MEL

Farmer Data

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Socio-economic data collected on farmer characteristics, decisions, perceptions, and outcomes, often at the household level.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Alan De Brauw, Alessandra Galiè, Allison Smith, Ibtissem Jouini, Ireny Khella, Lucy Njuguna, Najeeb Ullah, Rose Chesoli
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[2637]

Farmer Data (Woman)

MEL

Farmer Data (Woman)

Socio-economic data collected on farmer characteristics, decisions, perceptions, and outcomes, often at the household level.

[2783]

MEL

Farmer Data (Woman)

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Socio-economic data collected on farmer characteristics, decisions, perceptions, and outcomes, often at the household level.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Alan De Brauw, Alessandra Galiè, Allison Smith, Ibtissem Jouini, Ireny Khella, Lucy Njuguna, Najeeb Ullah, Rose Chesoli
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[2783]

Ground Truth Data

IA, MEL

Ground Truth Data

High‑quality, location‑specific observations collected on the ground used to validate or calibrate remote‑sensing products and models. Ground‑truth data ensures spatial and modeled estimates reflect reality.

[2623]

IA, MEL

Ground Truth Data

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

High‑quality, location‑specific observations collected on the ground used to validate or calibrate remote‑sensing products and models. Ground‑truth data ensures spatial and modeled estimates reflect reality.

Project Phases

4. Analysis

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Alan De Brauw, Alessandra Galiè, Allison Smith, Ibtissem Jouini, Ireny Khella, Lucy Njuguna, Najeeb Ullah, Rose Chesoli
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[2623]

Harvest Record

MEL

Harvest Record

Documentation on harvest quantity, quality, losses, and timing. Harvest records are central to yield measurements and economic analysis.

[2625]

MEL

Harvest Record

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Documentation on harvest quantity, quality, losses, and timing. Harvest records are central to yield measurements and economic analysis.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Alan De Brauw, Alessandra Galiè, Allison Smith, Ibtissem Jouini, Ireny Khella, Lucy Njuguna, Najeeb Ullah, Rose Chesoli
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[2625]

Historical Datasets

IA, MEL

Historical Datasets

Existing datasets from past time periods, including surveys, administrative records, and gridded climate or yield series for use in trend analysis, baselines, and model calibration.

[2626]

IA, MEL

Historical Datasets

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Existing datasets from past time periods, including surveys, administrative records, and gridded climate or yield series for use in trend analysis, baselines, and model calibration.

Project Phases

3. Implementation4. Analysis

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Alan De Brauw, Alessandra Galiè, Allison Smith, Ibtissem Jouini, Ireny Khella, Lucy Njuguna, Najeeb Ullah, Rose Chesoli
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[2626]

Observational Data

IA, MEL

Observational Data

Data collected without experimental manipulation, such as administrative records or routine surveys. These data are widely used and require careful causal reasoning when used for impact estimates.

[2702]

IA, MEL

Observational Data

designed by Hendi Perkasa

(Indonesia,

2026)

Definition

Data collected without experimental manipulation, such as administrative records or routine surveys. These data are widely used and require careful causal reasoning when used for impact estimates.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Alan De Brauw, Alessandra Galiè, Allison Smith, Ibtissem Jouini, Ireny Khella, Lucy Njuguna, Najeeb Ullah, Rose Chesoli
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[2702]

Plot Data

IA, MEL

Plot Data

All data collected at the plot level, including inputs, management, yield, and environmental conditions.

[2641]

IA, MEL

Plot Data

designed by Hendi Perkasa

(Indonesia,

2026)

Definition

All data collected at the plot level, including inputs, management, yield, and environmental conditions.

Project Phases

3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Alan De Brauw, Alessandra Galiè, Allison Smith, Ibtissem Jouini, Ireny Khella, Lucy Njuguna, Najeeb Ullah, Rose Chesoli
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[2641]

Primary Data

F, IA, MEL

Primary Data

The data observed or collected by a researcher, evaluator, or M&E professional from first-hand experience, specifically for the research project or area of interest.

[2499]

F, IA, MEL

Primary Data

designed by Nilufer Sen

(Turkey,

2025)

Definition

The data observed or collected by a researcher, evaluator, or M&E professional from first-hand experience, specifically for the research project or area of interest.

Project Phases

3. Implementation4. Analysis

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2499]

Projection Datasets and Figures

F, IA

Projection Datasets and Figures

Assembled datasets and visualizations that present modeled trajectories of key indicators under different scenarios. Foresight approaches often use such projections to communicate possible futures and impacts of options.

[2670]

F, IA

Projection Datasets and Figures

designed by Hendi Perkasa

(Indonesia,

2026)

Definition

Assembled datasets and visualizations that present modeled trajectories of key indicators under different scenarios. Foresight approaches often use such projections to communicate possible futures and impacts of options.

Project Phases

4. Analysis5. Sharing

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Berber Kramer, Bronagh Woods, Keith Weibe, Marc Schut, Nedumaran Swamikannu
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[2670]

Real Time Surveys

MEL

Real Time Surveys

Data collection conducted temporally proximal to the events of interest, minimizing recall issues and allowing near‑real‑time monitoring.

[2642]

MEL

Real Time Surveys

designed by Nilufer Sen

(Turkey,

2026)

Definition

Data collection conducted temporally proximal to the events of interest, minimizing recall issues and allowing near‑real‑time monitoring.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Alan De Brauw, Alessandra Galiè, Allison Smith, Ibtissem Jouini, Ireny Khella, Lucy Njuguna, Najeeb Ullah, Rose Chesoli
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[2642]

Retrospective Surveys

MEL

Retrospective Surveys

Types of surveys that collect information about past events or practices, relying on recall.

[2613]

MEL

Retrospective Surveys

designed by Nilufer Sen

(Turkey,

2026)

Definition

Types of surveys that collect information about past events or practices, relying on recall.

Project Phases

3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Diana Milena Lopez Avila, Enrico Bonaiuti, Holger Meinke, Natalia Ortiz, Rachel Claus
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[2613]

Satellite Dataset

IA, MEL

Satellite Dataset

Data products derived from satellite observations, such as land cover, vegetation indices, and weather proxies. Satellite datasets complement ground data and support large‑scale environmental and agricultural analysis.

[2644]

IA, MEL

Satellite Dataset

designed by Nilufer Sen

(Turkey,

2026)

Definition

Data products derived from satellite observations, such as land cover, vegetation indices, and weather proxies. Satellite datasets complement ground data and support large‑scale environmental and agricultural analysis.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Diana Milena Lopez Avila, Enrico Bonaiuti, Holger Meinke, Natalia Ortiz, Rachel Claus
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[2644]

Secondary Data

F, IA, MEL

Secondary Data

Data that has been collected for another purpose but may be reanalyzed in a subsequent study.

[2530]

F, IA, MEL

Secondary Data

designed by Nilufer Sen

(Turkey,

2025)

Definition

Data that has been collected for another purpose but may be reanalyzed in a subsequent study.

Project Phases

3. Implementation4. Analysis

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2530]

Sex Disaggregated Data

IA, MEL

Sex Disaggregated Data

Information differentiated on the basis of what pertains to females and their roles and to males and their roles.

[2533]

IA, MEL

Sex Disaggregated Data

designed by Ana Carolina Nicolau

(Brazil,

2025)

Definition

Information differentiated on the basis of what pertains to females and their roles and to males and their roles.

Project Phases

3. Implementation4. Analysis

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2533]

Sowing Record

MEL

Sowing Record

Detailed documentation of planting dates, seed types, and planting densities. Sowing records help researchers and farmers interpret yield outcomes and assess interactions between climate and management.

[2647]

MEL

Sowing Record

designed by Nilufer Sen

(Turkey,

2026)

Definition

Detailed documentation of planting dates, seed types, and planting densities. Sowing records help researchers and farmers interpret yield outcomes and assess interactions between climate and management.

Project Phases

3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Alan De Brauw, Alessandra Galiè, Allison Smith, Ibtissem Jouini, Ireny Khella, Lucy Njuguna, Najeeb Ullah, Rose Chesoli
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[2647]

Survey

IA, MEL

Survey

The collection of information using (1) a predefined sampling strategy, and (2) a survey instrument.

[2542]

IA, MEL

Survey

designed by Ana Carolina Nicolau

(Brazil,

2025)

Definition

The collection of information using (1) a predefined sampling strategy, and (2) a survey instrument.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2542]

Survey Instrument

IA, MEL

Survey Instrument

A pre-designed form (questionnaire) used to collect data during a survey.

[2543]

IA, MEL

Survey Instrument

designed by Ana Carolina Nicolau

(Brazil,

2025)

Definition

A pre-designed form (questionnaire) used to collect data during a survey.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

DATA & DATASETS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2543]

Core MELIA Terms

This pack provides a standardized set of core terms and definitions used across MELIAF that are not process-specific but can apply to all MELIAF functions.

It is useful for onboarding, training, and harmonizing language across teams and partners. The pack can be applied in guidelines, reports, and digital tools to ensure shared understanding of MELIAF concepts.

38 Terms
Request Download

Accountability

F, IA, MEL

Accountability

In governance and management is the duty to ensure and report that the use of authority is aligned with rules, standards, policy and interests of the program, organization and the broader group of stakeholders.

[2374]

F, IA, MEL

Accountability

designed by Olya Batiievska

(Ukraine,

2025)

Definition

In governance and management is the duty to ensure and report that the use of authority is aligned with rules, standards, policy and interests of the program, organization and the broader group of stakeholders.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMSFORESIGHT

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2374]

Change

F, IA, MEL

Change

A generic term to mean any difference. Specific changes resulting from a research output are to be characterized as outcomes or impacts.

[2398]

F, IA, MEL

Change

designed by Olya Batiievska

(Ukraine,

2025)

Definition

A generic term to mean any difference. Specific changes resulting from a research output are to be characterized as outcomes or impacts.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2398]

Comparative Advantage

F, IA, MEL

Comparative Advantage

The term refers more broadly to the role and mandate of the CGIAR in producing international public goods where there are no alternative research suppliers that are better positioned to produce those goods.

[2402]

F, IA, MEL

Comparative Advantage

designed by Olya Batiievska

(Ukraine,

2025)

Definition

The term refers more broadly to the role and mandate of the CGIAR in producing international public goods where there are no alternative research suppliers that are better positioned to produce those goods.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2402]

Credibility (Scientific)

F, IA, MEL

Credibility (Scientific)

Scientific credibility requires that research findings be robust and that sources of knowledge be dependable and sound.

[2412]

F, IA, MEL

Credibility (Scientific)

designed by Olya Batiievska

(Ukraine,

2025)

Definition

Scientific credibility requires that research findings be robust and that sources of knowledge be dependable and sound.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2412]

Evaluation Criteria

EVALUATION, MEL

Evaluation Criteria

The evaluation criteria provide a normative framework used to determine the merit or worth of an intervention… CGIAR evaluation policy defines these to include relevance, efficiency, quality of science, effectiveness, impact and sustainability in line with CGIAR context and the OECD DAC.

[2430]

EVALUATION, MEL

Evaluation Criteria

designed by Olya Batiievska

(Ukraine,

2025)

Definition

The evaluation criteria provide a normative framework used to determine the merit or worth of an intervention… CGIAR evaluation policy defines these to include relevance, efficiency, quality of science, effectiveness, impact and sustainability in line with CGIAR context and the OECD DAC.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2430]

Evaluation Policy

EVALUATION, MEL

Evaluation Policy

An evaluation policy outlines the definition, concept, role and use of evaluation within an organization.

[2431]

EVALUATION, MEL

Evaluation Policy

designed by Olya Batiievska

(Ukraine,

2025)

Definition

An evaluation policy outlines the definition, concept, role and use of evaluation within an organization.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2431]

Evaluation Reference Group (ERG)

EVALUATION, MEL

Evaluation Reference Group (ERG)

A structure set up to work with the evaluation managers to ensure good communication with, learning by, and appropriate accountability to primary evaluation clients and key stakeholders, while preserving the independence of researchers/evaluators.

[2432]

EVALUATION, MEL

Evaluation Reference Group (ERG)

designed by Olya Batiievska

(Ukraine,

2025)

Definition

A structure set up to work with the evaluation managers to ensure good communication with, learning by, and appropriate accountability to primary evaluation clients and key stakeholders, while preserving the independence of researchers/evaluators.

Project Phases

2. Design4. Analysis

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2432]

Ex-ante Evaluation

EVALUATION, F, IA, MEL

Ex-ante Evaluation

An evaluation that is performed before implementation of a development intervention.

[2434]

EVALUATION, F, IA, MEL

Ex-ante Evaluation

designed by Olya Batiievska

(Ukraine,

2025)

Definition

An evaluation that is performed before implementation of a development intervention.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2434]

Ex-post Evaluation

EVALUATION, IA, MEL

Ex-post Evaluation

An evaluation of a development intervention after it has been completed… The intention is to identify the factors of success or failure, to assess the sustainability of results and impacts, and to draw conclusions that may inform other interventions.

[2435]

EVALUATION, IA, MEL

Ex-post Evaluation

designed by Olya Batiievska

(Ukraine,

2025)

Definition

An evaluation of a development intervention after it has been completed… The intention is to identify the factors of success or failure, to assess the sustainability of results and impacts, and to draw conclusions that may inform other interventions.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2435]

Foresight Study

F

Foresight Study

A structured and explicit exploration of multiple futures in order to inform decision-making. Foresight studies use a range of methodologies, such as scanning the horizon for emerging changes, analyzing megatrends and developing multiple scenarios, to reveal and discuss useful ideas about the future.

[2436]

F

Foresight Study

designed by Olya Batiievska

(Ukraine,

2025)

Definition

A structured and explicit exploration of multiple futures in order to inform decision-making. Foresight studies use a range of methodologies, such as scanning the horizon for emerging changes, analyzing megatrends and developing multiple scenarios, to reveal and discuss useful ideas about the future.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMSFORESIGHT

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2436]

Framework

F, IA, MEL

Framework

A framework document outlines high level principles to frame to take forward relevant field.

[2438]

F, IA, MEL

Framework

designed by Olya Batiievska

(Ukraine,

2025)

Definition

A framework document outlines high level principles to frame to take forward relevant field.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2438]

Human Rights and Gender Equality Principles of the United Nations Evaluation Group (UNEG)

EVALUATION, F, IA, MEL

Human Rights and Gender Equality Principles of the United Nations Evaluation Group (UNEG)

Principles from ‘Integrating Human Rights and Gender Equality in Evaluation: Towards UNEG Guidance’ to improve human rights and gender equality responsive evaluations in the UN system and beyond.

[2441]

EVALUATION, F, IA, MEL

Human Rights and Gender Equality Principles of the United Nations Evaluation Group (UNEG)

designed by Olya Batiievska

(Ukraine,

2025)

Definition

Principles from ‘Integrating Human Rights and Gender Equality in Evaluation: Towards UNEG Guidance’ to improve human rights and gender equality responsive evaluations in the UN system and beyond.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2441]

Impact

F, IA, MEL

Impact

A durable change in the condition of people and their environment brought about by a chain of events or change to which research, innovations and related activities have contributed.

[2442]

F, IA, MEL

Impact

designed by Olya Batiievska

(Ukraine,

2025)

Definition

A durable change in the condition of people and their environment brought about by a chain of events or change to which research, innovations and related activities have contributed.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2442]

Impact Assessment

IA

Impact Assessment

An assessment that estimates the causal effects of research outputs and related activities and assesses the magnitude of impact achieved. Impact assessments are conducted long after an intervention has been completed and are used to substantiate claims of sustained results.

[2444]

IA

Impact Assessment

designed by Olya Batiievska

(Ukraine,

2025)

Definition

An assessment that estimates the causal effects of research outputs and related activities and assesses the magnitude of impact achieved. Impact assessments are conducted long after an intervention has been completed and are used to substantiate claims of sustained results.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2444]

Impartiality

F, IA, MEL

Impartiality

In conducting an evaluation, the absence of bias in due process, in the scope and methodology, and in considering and presenting achievements and challenges.

[2447]

F, IA, MEL

Impartiality

designed by Olya Batiievska

(Ukraine,

2025)

Definition

In conducting an evaluation, the absence of bias in due process, in the scope and methodology, and in considering and presenting achievements and challenges.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2447]

Independent Science for Development Council (ISDC)

F, IA, MEL

Independent Science for Development Council (ISDC)

A standing panel of impartial, world-class scientific experts providing rigorous, independent strategic advice to the CGIAR System Council and other stakeholders.

[2448]

F, IA, MEL

Independent Science for Development Council (ISDC)

designed by Olya Batiievska

(Ukraine,

2025)

Definition

A standing panel of impartial, world-class scientific experts providing rigorous, independent strategic advice to the CGIAR System Council and other stakeholders.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2448]

Indicator

F, IA, MEL

Indicator

A quantitative or qualitative variable that represents an approximation of the characteristic, phenomenon or change of interest (for instance, efficiency, quality or outcome).

[2451]

F, IA, MEL

Indicator

designed by Olya Batiievska

(Ukraine,

2025)

Definition

A quantitative or qualitative variable that represents an approximation of the characteristic, phenomenon or change of interest (for instance, efficiency, quality or outcome).

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2451]

Innovation

F, IA, MEL

Innovation

New, improved, or adapted outputs or groups of outputs such as products, technologies, services, organizational and institutional arrangements with high potential to contribute to positive impacts when used at scale.

[2453]

F, IA, MEL

Innovation

designed by Olya Batiievska

(Ukraine,

2025)

Definition

New, improved, or adapted outputs or groups of outputs such as products, technologies, services, organizational and institutional arrangements with high potential to contribute to positive impacts when used at scale.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMSSCALING AND INNOVATION

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2453]

Learning – WFP

F, IA, MEL

Learning – WFP

Learning means that evidence and lessons are drawn from experience, accepted and internalized in new practices, thereby building on success to make improvements and avoiding past mistakes.

[2462]

F, IA, MEL

Learning – WFP

designed by Olya Batiievska

(Ukraine,

2025)

Definition

Learning means that evidence and lessons are drawn from experience, accepted and internalized in new practices, thereby building on success to make improvements and avoiding past mistakes.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2462]

Legitimacy – QoR4D

F, IA, MEL

Legitimacy – QoR4D

Means that the research process is fair and ethical and perceived as such. This encompasses the ethical and fair representation of all involved and consideration of interests and perspectives of intended users.

[2466]

F, IA, MEL

Legitimacy – QoR4D

designed by Hendi Perkasa

(Indonesia,

2025)

Definition

Means that the research process is fair and ethical and perceived as such. This encompasses the ethical and fair representation of all involved and consideration of interests and perspectives of intended users.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2466]

Mission

F, IA, MEL

Mission

Defines an organization’s primary objectives and its approach to reaching those objectives.

[2477]

F, IA, MEL

Mission

designed by Hendi Perkasa

(Indonesia,

2025)

Definition

Defines an organization’s primary objectives and its approach to reaching those objectives.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2477]

Mission

F, IA, MEL

Mission

To deliver science and innovation that advance transformation of food, land and water systems in a climate crisis.

[2395]

F, IA, MEL

Mission

designed by Olya Batiievska

(Ukraine,

2025)

Definition

To deliver science and innovation that advance transformation of food, land and water systems in a climate crisis.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2395]

Monitoring, Evaluation and Learning (MEL)

EVALUATION, MEL

Monitoring, Evaluation and Learning (MEL)

A system/framework for project/program management including tools, approaches and indicators to be used to assess results, integrate lessons and improve impacts related to strengthen capacities.

[2470]

EVALUATION, MEL

Monitoring, Evaluation and Learning (MEL)

designed by Hendi Perkasa

(Indonesia,

2025)

Definition

A system/framework for project/program management including tools, approaches and indicators to be used to assess results, integrate lessons and improve impacts related to strengthen capacities.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2470]

Mutual Accountability

IA, MEL

Mutual Accountability

In the context of the CGIAR, this refers to the accountability of all partners, including donors, for the efficiency of outputs, outcomes and impacts of a program, institution or policy and sustainability of research.

[2480]

IA, MEL

Mutual Accountability

designed by Hendi Perkasa

(Indonesia,

2025)

Definition

In the context of the CGIAR, this refers to the accountability of all partners, including donors, for the efficiency of outputs, outcomes and impacts of a program, institution or policy and sustainability of research.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2480]

NARES / NARS (National Agricultural Research and Extension Systems or National Agricultural Research Systems)

F, IA, MEL

NARES / NARS (National Agricultural Research and Extension Systems or National Agricultural Research Systems)

Includes organizations and institutions created and/or funded by the government as a support for the national program of agricultural development.

[2481]

F, IA, MEL

NARES / NARS (National Agricultural Research and Extension Systems or National Agricultural Research Systems)

designed by Hendi Perkasa

(Indonesia,

2025)

Definition

Includes organizations and institutions created and/or funded by the government as a support for the national program of agricultural development.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2481]

OneCGIAR Research Delivery Hierarchy

F, IA, MEL

OneCGIAR Research Delivery Hierarchy

OneCGIAR research delivery hierarchy to date: OneCGIAR >Action Area > Initiative > Work Package > Innovation Package.

[2484]

F, IA, MEL

OneCGIAR Research Delivery Hierarchy

designed by Hendi Perkasa

(Indonesia,

2025)

Definition

OneCGIAR research delivery hierarchy to date: OneCGIAR >Action Area > Initiative > Work Package > Innovation Package.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2484]

Outcome

IA, MEL

Outcome

A change in knowledge, skills, attitudes and/or relationships, which manifests as a change in behavior in particular actors, to which research outputs and related activities have contributed.

[2485]

IA, MEL

Outcome

designed by Hendi Perkasa

(Indonesia,

2025)

Definition

A change in knowledge, skills, attitudes and/or relationships, which manifests as a change in behavior in particular actors, to which research outputs and related activities have contributed.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2485]

Outputs

IA, MEL

Outputs

Knowledge, technical or institutional advancement produced by CGIAR research, engagement and/or capacity development activities.

[2487]

IA, MEL

Outputs

designed by Hendi Perkasa

(Indonesia,

2025)

Definition

Knowledge, technical or institutional advancement produced by CGIAR research, engagement and/or capacity development activities.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2487]

Portfolio

F, IA, MEL

Portfolio

“CGIAR Portfolio” means the research programs and/or platforms carried out by the Centers and the CGIAR System Partners in support of the CGIAR Strategy and Results Framework.

[2396]

F, IA, MEL

Portfolio

designed by Olya Batiievska

(Ukraine,

2025)

Definition

“CGIAR Portfolio” means the research programs and/or platforms carried out by the Centers and the CGIAR System Partners in support of the CGIAR Strategy and Results Framework.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2396]

Public Goods (Global, International)

F, IA, MEL

Public Goods (Global, International)

These are defined as goods with the three following economic properties: ‘non-rival’… ‘non-excludable’… and available worldwide.

[2506]

F, IA, MEL

Public Goods (Global, International)

designed by Nilufer Sen

(Turkey,

2025)

Definition

These are defined as goods with the three following economic properties: ‘non-rival’… ‘non-excludable’… and available worldwide.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2506]

Quality of Research for Development (QoR4D)

F, IA, MEL

Quality of Research for Development (QoR4D)

QoR4D is a framework that facilitated CGIAR System-wide agreement on the nature and assessment of the quality of science, a concept broadened beyond scientific credibility to include the likelihood of achieving development outcomes.

[2508]

F, IA, MEL

Quality of Research for Development (QoR4D)

designed by Nilufer Sen

(Turkey,

2025)

Definition

QoR4D is a framework that facilitated CGIAR System-wide agreement on the nature and assessment of the quality of science, a concept broadened beyond scientific credibility to include the likelihood of achieving development outcomes.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2508]

Research

F, IA, MEL

Research

Generation and communication of data, information and knowledge on an empirical basis.

[2517]

F, IA, MEL

Research

designed by Nilufer Sen

(Turkey,

2025)

Definition

Generation and communication of data, information and knowledge on an empirical basis.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2517]

Results

F, IA, MEL

Results

The positive/negative, direct/indirect, and intended/unintended change or consequence of a planned project/program activity or intervention in the form of output, outcome or impact.

[2518]

F, IA, MEL

Results

designed by Nilufer Sen

(Turkey,

2025)

Definition

The positive/negative, direct/indirect, and intended/unintended change or consequence of a planned project/program activity or intervention in the form of output, outcome or impact.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2518]

Results-Based Management (RBM)

MEL

Results-Based Management (RBM)

A management strategy by which all contributing stakeholders within a given intervention, project or program ensure that their intended results (i.e., outputs, outcomes, and impact) align with the results achieved.

[2521]

MEL

Results-Based Management (RBM)

designed by Nilufer Sen

(Turkey,

2025)

Definition

A management strategy by which all contributing stakeholders within a given intervention, project or program ensure that their intended results (i.e., outputs, outcomes, and impact) align with the results achieved.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2521]

System Level Outcomes (SLO)

IA, MEL

System Level Outcomes (SLO)

CGIAR’s Strategy and Results Framework 2016-2030 sets out three System Level Outcomes (SLOs): reducing poverty; ensuring food and nutrition security; and improving natural resources and ecosystem services.

[2547]

IA, MEL

System Level Outcomes (SLO)

designed by Ana Carolina Nicolau

(Brazil,

2025)

Definition

CGIAR’s Strategy and Results Framework 2016-2030 sets out three System Level Outcomes (SLOs): reducing poverty; ensuring food and nutrition security; and improving natural resources and ecosystem services.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2547]

System Transformation

F, IA, MEL

System Transformation

A major shift that results from significant positive, intended change in the governance and functioning of a system (structure entailing actors, processes and interactions making a meaningful whole with a common aim/purpose).

[2548]

F, IA, MEL

System Transformation

designed by Ana Carolina Nicolau

(Brazil,

2025)

Definition

A major shift that results from significant positive, intended change in the governance and functioning of a system (structure entailing actors, processes and interactions making a meaningful whole with a common aim/purpose).

Project Phases

0. Core Term1. Proposal

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2548]

Vision

F, IA, MEL

Vision

A world with sustainable and resilient food, land and water systems that deliver diverse, healthy, safe, sufficient and affordable diets, and ensure improved livelihoods and greater social equality, within planetary and regional environmental boundaries.

[2397]

F, IA, MEL

Vision

designed by Olya Batiievska

(Ukraine,

2025)

Definition

A world with sustainable and resilient food, land and water systems that deliver diverse, healthy, safe, sufficient and affordable diets, and ensure improved livelihoods and greater social equality, within planetary and regional environmental boundaries.

Project Phases

0. Core Term1. Proposal

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2397]

Vision

F, IA, MEL

Vision

Statement to define the desired future state of a project, program or organization.

[2562]

F, IA, MEL

Vision

designed by Ana Carolina Nicolau

(Brazil,

2025)

Definition

Statement to define the desired future state of a project, program or organization.

Project Phases

0. Core Term1. Proposal

Contextual Taxonomies

CORE MELIA TERMS

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2562]

Foresight

Concepts and methods for developing and analyzing future trends and scenarios in agrifood systems. It covers foresight key terms such as scenario modeling, horizon scanning, and trend analysis.

The pack can help scientists and funders speak the same language and be used in interactive tools and reports to communicate potential futures and inform decision-making.

35 Terms
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Accountability

F, IA, MEL

Accountability

In governance and management is the duty to ensure and report that the use of authority is aligned with rules, standards, policy and interests of the program, organization and the broader group of stakeholders.

[2374]

F, IA, MEL

Accountability

designed by Olya Batiievska

(Ukraine,

2025)

Definition

In governance and management is the duty to ensure and report that the use of authority is aligned with rules, standards, policy and interests of the program, organization and the broader group of stakeholders.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMSFORESIGHT

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2374]

Back Casting

F

Back Casting

A planning method that starts with a desirable future and works backward to identify the conditions required to reach it. Foresight and impact assessment functions apply back casting to align research and strategies with long‑term climate and food‑system goals.

[2649]

F

Back Casting

designed by Olya Batiievska

(Ukraine,

2026)

Definition

A planning method that starts with a desirable future and works backward to identify the conditions required to reach it. Foresight and impact assessment functions apply back casting to align research and strategies with long‑term climate and food‑system goals.

Project Phases

4. Analysis

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Eleonora De Falcis, Jawoo Koo, Ricky Robertson
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[2649]

Back Casting Model Paramaterization

F

Back Casting Model Paramaterization

The process of setting back casting model parameters to be consistent with a desired result, and then exploring trajectories to determine whether pathways are feasible with biophysical and economic constraints.

[2650]

F

Back Casting Model Paramaterization

designed by Olya Batiievska

(Ukraine,

2026)

Definition

The process of setting back casting model parameters to be consistent with a desired result, and then exploring trajectories to determine whether pathways are feasible with biophysical and economic constraints.

Project Phases

4. Analysis

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Eleonora De Falcis, Jawoo Koo, Ricky Robertson
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[2650]

Baseline Narrative

F

Baseline Narrative

Textual description of the baseline scenario, explaining current conditions and expected “business‑as‑usual” outcomes. The baseline narrative provides context for interpreting deviations in alternative scenarios and for communicating to non‑technical audiences.

[2651]

F

Baseline Narrative

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Textual description of the baseline scenario, explaining current conditions and expected “business‑as‑usual” outcomes. The baseline narrative provides context for interpreting deviations in alternative scenarios and for communicating to non‑technical audiences.

Project Phases

2. Design4. Analysis

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Brian Belcher, Evelyne Okoth, Jim Hammond, Mansi Tripathi, Nicoleta Trifa, Nils Teufel, Timothy Sulser
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[2651]

Baseline Scenario

F

Baseline Scenario

Scenario in which current trends and policies continue as they are, with no major changes in direction or magnitude of trends in the drivers of a model. They serve to highlight the events that would occur without intervention and determine or estimate the impact of alternative parameter values or context conditions. Baseline scenarios can be compared to scenarios in which mitigation strategies are implemented.

[2652]

F

Baseline Scenario

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Scenario in which current trends and policies continue as they are, with no major changes in direction or magnitude of trends in the drivers of a model. They serve to highlight the events that would occur without intervention and determine or estimate the impact of alternative parameter values or context conditions. Baseline scenarios can be compared to scenarios in which mitigation strategies are implemented.

Project Phases

2. Design4. Analysis

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Brian Belcher, Evelyne Okoth, Jim Hammond, Mansi Tripathi, Nicoleta Trifa, Nils Teufel, Timothy Sulser
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[2652]

Climate Modeling

F

Climate Modeling

Use of models to simulate past and future climate conditions and their effects on crop, hydrological, and economic systems to assess risks and adaptation and mitigation options.

[2628]

F

Climate Modeling

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Use of models to simulate past and future climate conditions and their effects on crop, hydrological, and economic systems to assess risks and adaptation and mitigation options.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Berber Kramer, Bronagh Woods, Keith Weibe, Marc Schut, Nedumaran Swamikannu
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[2628]

Computable General Equilibrium Models

F

Computable General Equilibrium Models

Simulation models that represent how multiple sectors, production factors, and institutions interact and how they jointly respond to policy, technology, or external shocks while maintaining overall supply and demand balance. They are used to trace direct and indirect effects of shocks on prices, production, incomes, trade, and welfare across the economy.

[2654]

F

Computable General Equilibrium Models

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Simulation models that represent how multiple sectors, production factors, and institutions interact and how they jointly respond to policy, technology, or external shocks while maintaining overall supply and demand balance. They are used to trace direct and indirect effects of shocks on prices, production, incomes, trade, and welfare across the economy.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Eleonora De Falcis, Jawoo Koo, Ricky Robertson
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[2654]

Crop Models

F

Crop Models

Models simulating crop growth, yield, nutrient requirements, crop management, and water using data from weather, soil characteristics, land management practices, and crop varietal types.

[2779]

F

Crop Models

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Models simulating crop growth, yield, nutrient requirements, crop management, and water using data from weather, soil characteristics, land management practices, and crop varietal types.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Eleonora De Falcis, Jawoo Koo, Ricky Robertson
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[2779]

Data and Assumptions Plan

F

Data and Assumptions Plan

An outline of required datasets, base parameter values, resolution scales, and scenario assumptions, including sources, normalization methods, validation, and quality checks that serves as the basis for implementing simulation model runs. Data and assumptions plan plans help modeling teams coordinate data acquisition and support transparency and replicability when developing simulation models and generating scenarios.

[2592]

F

Data and Assumptions Plan

designed by Olya Batiievska

(Ukraine,

2026)

Definition

An outline of required datasets, base parameter values, resolution scales, and scenario assumptions, including sources, normalization methods, validation, and quality checks that serves as the basis for implementing simulation model runs. Data and assumptions plan plans help modeling teams coordinate data acquisition and support transparency and replicability when developing simulation models and generating scenarios.

Project Phases

3. Implementation

Contextual Taxonomies

DATA & DATASETSFORESIGHT

Authors/Reviewers

Brian Belcher, Evelyne Okoth, Jim Hammond, Mansi Tripathi, Nicoleta Trifa, Nils Teufel, Timothy Sulser
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[2592]

Disease Model

F

Disease Model

Foresight models that simulate epidemiological variables, like severity and incidence, associated with crop-related pests and diseases.

[2780]

F

Disease Model

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Foresight models that simulate epidemiological variables, like severity and incidence, associated with crop-related pests and diseases.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Eleonora De Falcis, Jawoo Koo, Ricky Robertson
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[2780]

Driver of Change

F

Driver of Change

A parameter that strongly influences a system’s plausible future state, shaping how trends unfold and interact under high uncertainty. General drivers are seen as uni-directional and highly influential on systems. They are marked by contested, complex, or poorly understood impacts, making them central to exploring foresight scenarios.

[2692]

F

Driver of Change

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

A parameter that strongly influences a system’s plausible future state, shaping how trends unfold and interact under high uncertainty. General drivers are seen as uni-directional and highly influential on systems. They are marked by contested, complex, or poorly understood impacts, making them central to exploring foresight scenarios.

Project Phases

2. Design

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Brian Belcher, Evelyne Okoth, Jim Hammond, Mansi Tripathi, Nicoleta Trifa, Nils Teufel, Timothy Sulser
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[2692]

Environmental and Biophysical Models

F

Environmental and Biophysical Models

Models that represent how natural systems behave and interact by simulating physical, chemical, and biological processes.

[2657]

F

Environmental and Biophysical Models

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Models that represent how natural systems behave and interact by simulating physical, chemical, and biological processes.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Eleonora De Falcis, Jawoo Koo, Ricky Robertson
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[2657]

Farm or Household Bio‑Economic Models

F

Farm or Household Bio‑Economic Models

Models that integrate integrate biophysical processes, farm or household-level economic decision‑making, and management processes to simulate responses to technologies and policies.

[2697]

F

Farm or Household Bio‑Economic Models

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Models that integrate integrate biophysical processes, farm or household-level economic decision‑making, and management processes to simulate responses to technologies and policies.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Eleonora De Falcis, Jawoo Koo, Ricky Robertson
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[2697]

Foresight & Futures Analysis

F

Foresight & Futures Analysis

Exploration of plausible medium or long-term futures to inform strategy, priority-setting, and risk-aware decision-making under uncertainty.

[2659]

F

Foresight & Futures Analysis

designed by Ana Carolina Nicolau

(Brazil,

2026)

Definition

Exploration of plausible medium or long-term futures to inform strategy, priority-setting, and risk-aware decision-making under uncertainty.

Project Phases

1. Proposal5. Sharing

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Berber Kramer, Bronagh Woods, Keith Weibe, Marc Schut, Nedumaran Swamikannu
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[2659]

Foresight Study

F

Foresight Study

A structured and explicit exploration of multiple futures in order to inform decision-making. Foresight studies use a range of methodologies, such as scanning the horizon for emerging changes, analyzing megatrends and developing multiple scenarios, to reveal and discuss useful ideas about the future.

[2436]

F

Foresight Study

designed by Olya Batiievska

(Ukraine,

2025)

Definition

A structured and explicit exploration of multiple futures in order to inform decision-making. Foresight studies use a range of methodologies, such as scanning the horizon for emerging changes, analyzing megatrends and developing multiple scenarios, to reveal and discuss useful ideas about the future.

Project Phases

0. Core Term

Contextual Taxonomies

CORE MELIA TERMSFORESIGHT

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2436]

Integrated Foresight Modeling

F

Integrated Foresight Modeling

The use of multiple, linked models and datasets to analyze how food, land, and water systems may co‑evolve under alternative futures and policy or investment options, and to quantify cross‑sector synergies and trade‑offs.

[2660]

F

Integrated Foresight Modeling

designed by Hendi Perkasa

(Indonesia,

2026)

Definition

The use of multiple, linked models and datasets to analyze how food, land, and water systems may co‑evolve under alternative futures and policy or investment options, and to quantify cross‑sector synergies and trade‑offs.

Project Phases

3. Implementation4. Analysis

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Eleonora De Falcis, Jawoo Koo, Ricky Robertson
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[2660]

Key Questions Worksheets

F

Key Questions Worksheets

Structured templates used to frame and prioritize the questions a foresight exercise should answer. They help participants in a scenario development workshop capture issues such as what futures to explore, which drivers and uncertainties matter most, whose perspectives to consider, what decisions the work should inform, and what indicators or evidence will be needed.

[2602]

F

Key Questions Worksheets

designed by Hendi Perkasa

(Indonesia,

2026)

Definition

Structured templates used to frame and prioritize the questions a foresight exercise should answer. They help participants in a scenario development workshop capture issues such as what futures to explore, which drivers and uncertainties matter most, whose perspectives to consider, what decisions the work should inform, and what indicators or evidence will be needed.

Project Phases

1. Proposal

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Brian Belcher, Evelyne Okoth, Jim Hammond, Mansi Tripathi, Nicoleta Trifa, Nils Teufel, Timothy Sulser
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[2602]

Land Use Models

F

Land Use Models

Quantitative tools that simulate land use and land cover change over time to monitor transitions between land uses, attribute these changes to key drivers, and produce metrics to be used as baselines, targets, and outcome/impact indicators.

[2662]

F

Land Use Models

designed by Hendi Perkasa

(Indonesia,

2026)

Definition

Quantitative tools that simulate land use and land cover change over time to monitor transitions between land uses, attribute these changes to key drivers, and produce metrics to be used as baselines, targets, and outcome/impact indicators.

Project Phases

2. Design3. Implementation

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Berber Kramer, Bronagh Woods, Keith Weibe, Marc Schut, Nedumaran Swamikannu
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[2662]

Middle of the Road Scenario Narrative

F

Middle of the Road Scenario Narrative

Scenario narrative consistent with “middle‑of‑the‑road” socio‑economic pathways, where trends continue without extreme challenges or breakthroughs. Foresight studies sometimes use such narratives to compare moderate futures against more optimistic or pessimistic ones. See also: baseline narrative.

[2664]

F

Middle of the Road Scenario Narrative

designed by Hendi Perkasa

(Indonesia,

2026)

Definition

Scenario narrative consistent with “middle‑of‑the‑road” socio‑economic pathways, where trends continue without extreme challenges or breakthroughs. Foresight studies sometimes use such narratives to compare moderate futures against more optimistic or pessimistic ones. See also: baseline narrative.

Project Phases

3. Implementation4. Analysis

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Brian Belcher, Evelyne Okoth, Jim Hammond, Mansi Tripathi, Nicoleta Trifa, Nils Teufel, Timothy Sulser
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[2664]

Model Refinement

F

Model Refinement

The iterative process of updating and improving foresight, ex‑ante impact assessment, and simulation models in response to new data, methods, parameters, and user needs. Refinement allows models and tools to remain decision‑relevant.

[2671]

F

Model Refinement

designed by Nilufer Sen

(Turkey,

2026)

Definition

The iterative process of updating and improving foresight, ex‑ante impact assessment, and simulation models in response to new data, methods, parameters, and user needs. Refinement allows models and tools to remain decision‑relevant.

Project Phases

3. Implementation4. Analysis

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Eleonora De Falcis, Jawoo Koo, Ricky Robertson
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[2671]

Model Selection

F

Model Selection

The process of choosing an appropriate model based on evaluation questions, theory of change, scale, and data. Good model selection should balance the complexity of parameters with predictive performance.

[2700]

F

Model Selection

designed by Hendi Perkasa

(Indonesia,

2026)

Definition

The process of choosing an appropriate model based on evaluation questions, theory of change, scale, and data. Good model selection should balance the complexity of parameters with predictive performance.

Project Phases

2. Design

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Eleonora De Falcis, Jawoo Koo, Ricky Robertson
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[2700]

Model Validation

F

Model Validation

The process of testing a calibrated model against independent data and alternative indicators to assess whether it reproduces observed patterns with acceptable accuracy for its intended purpose, thereby increasing confidence that its projections and scenario analyses are credible and fit for decision‑making. In order for validation to occur, there must be independent data with which to validate the model for geographies/periods.

[2685]

F

Model Validation

designed by Nilufer Sen

(Turkey,

2026)

Definition

The process of testing a calibrated model against independent data and alternative indicators to assess whether it reproduces observed patterns with acceptable accuracy for its intended purpose, thereby increasing confidence that its projections and scenario analyses are credible and fit for decision‑making. In order for validation to occur, there must be independent data with which to validate the model for geographies/periods.

Project Phases

3. Implementation4. Analysis

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Eleonora De Falcis, Jawoo Koo, Ricky Robertson
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[2685]

Multi‑Criteria Analysis

F

Multi‑Criteria Analysis

Method used to systematically compare future options or scenarios against several explicit criteria to support transparent, participatory choice among uncertain futures. Multi‑criteria analysis helps stakeholders assess and rank scenarios, strategies, or investments using weighted criteria, making value judgements and trade‑offs visible in long‑term decision‑making.

[2677]

F

Multi‑Criteria Analysis

designed by Hendi Perkasa

(Indonesia,

2026)

Definition

Method used to systematically compare future options or scenarios against several explicit criteria to support transparent, participatory choice among uncertain futures. Multi‑criteria analysis helps stakeholders assess and rank scenarios, strategies, or investments using weighted criteria, making value judgements and trade‑offs visible in long‑term decision‑making.

Project Phases

4. Analysis

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Angela Gimenez Barrera, Brian Belcher, Elizabeth Sweitzer, Enrico Bonaiuti, Julien Colomer, Karen Jay-Yina, Keith Child, Laura Reumann, Marc Schut, Porsha Stiger, Svetlana Negroustoueva, Tonya Schuetz
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[2677]

Optimistic Scenario

F

Optimistic Scenario

Scenario narrative consistent with best case shared socio‑economic pathways. Outcomes reflect minimal challenges, ideal policy change(s), beneficial conditions, or optimal intervention(s).

[2787]

F

Optimistic Scenario

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Scenario narrative consistent with best case shared socio‑economic pathways. Outcomes reflect minimal challenges, ideal policy change(s), beneficial conditions, or optimal intervention(s).

Project Phases

3. Implementation

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Brian Belcher, Evelyne Okoth, Jim Hammond, Mansi Tripathi, Nicoleta Trifa, Nils Teufel, Timothy Sulser
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[2787]

Parameterization

F

Parameterization

Translating qualitative assumptions, drivers, and system relationships into numerical values, rules, and ranges that a model can use. Parameterization specifies how drivers of change are represented as parameters with set ranges that can be simulated and compared, and assumptions are declared.

[2665]

F

Parameterization

designed by Hendi Perkasa

(Indonesia,

2026)

Definition

Translating qualitative assumptions, drivers, and system relationships into numerical values, rules, and ranges that a model can use. Parameterization specifies how drivers of change are represented as parameters with set ranges that can be simulated and compared, and assumptions are declared.

Project Phases

3. Implementation

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Eleonora De Falcis, Jawoo Koo, Ricky Robertson
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[2665]

Participatory Scenario Workshops

F

Participatory Scenario Workshops

Facilitated workshops where stakeholders co‑develop scenarios, discussing drivers, system dynamics, and implications. This ensures scenarios are co-created and grounded in stakeholder knowledge, and gives participants ownership of resulting strategies and research agendas.

[2666]

F

Participatory Scenario Workshops

designed by Hendi Perkasa

(Indonesia,

2026)

Definition

Facilitated workshops where stakeholders co‑develop scenarios, discussing drivers, system dynamics, and implications. This ensures scenarios are co-created and grounded in stakeholder knowledge, and gives participants ownership of resulting strategies and research agendas.

Project Phases

2. Design

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Berber Kramer, Bronagh Woods, Keith Weibe, Marc Schut, Nedumaran Swamikannu
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[2666]

Pessimistic Scenario

F

Pessimistic Scenario

Scenario narrative consistent with worst-case socio‑economic and/or environmental pathways. Outcomes reflect extreme challenges, adverse conditions, or negative intervention(s).

[2667]

F

Pessimistic Scenario

designed by Hendi Perkasa

(Indonesia,

2026)

Definition

Scenario narrative consistent with worst-case socio‑economic and/or environmental pathways. Outcomes reflect extreme challenges, adverse conditions, or negative intervention(s).

Project Phases

3. Implementation

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Brian Belcher, Evelyne Okoth, Jim Hammond, Mansi Tripathi, Nicoleta Trifa, Nils Teufel, Timothy Sulser
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[2667]

Problem Trees

F

Problem Trees

Graphical tool mapping a focal problem and the relationships between underlying causes and observable effects.

[2668]

F

Problem Trees

designed by Hendi Perkasa

(Indonesia,

2026)

Definition

Graphical tool mapping a focal problem and the relationships between underlying causes and observable effects.

Project Phases

1. Proposal2. Design

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Berber Kramer, Bronagh Woods, Keith Weibe, Marc Schut, Nedumaran Swamikannu
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[2668]

Problem‑Framing Tools

F

Problem‑Framing Tools

Structured approaches for clarifying underlying causes, pathways, and boundaries of issues. Problem‑framing tools can be used to align stakeholders and develop interventions.

[2669]

F

Problem‑Framing Tools

designed by Hendi Perkasa

(Indonesia,

2026)

Definition

Structured approaches for clarifying underlying causes, pathways, and boundaries of issues. Problem‑framing tools can be used to align stakeholders and develop interventions.

Project Phases

1. Proposal2. Design

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Berber Kramer, Bronagh Woods, Keith Weibe, Marc Schut, Nedumaran Swamikannu
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[2669]

Research Question

F

Research Question

A specific knowledge gap that a body of research seeks to answer, framed to address knowledge gaps and inform decisions. Research questions are often linked explicitly to theories of change and are the basis for more specific hypotheses.

[2703]

F

Research Question

designed by Nilufer Sen

(Turkey,

2026)

Definition

A specific knowledge gap that a body of research seeks to answer, framed to address knowledge gaps and inform decisions. Research questions are often linked explicitly to theories of change and are the basis for more specific hypotheses.

Project Phases

1. Proposal

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Brian Belcher, Evelyne Okoth, Jim Hammond, Mansi Tripathi, Nicoleta Trifa, Nils Teufel, Timothy Sulser
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[2703]

Scenario (Foresight)

F

Scenario (Foresight)

Structured descriptions of possible future outcomes, like the state of food, land, socioeconomic, water, and climate systems, based on specific assumptions about drivers and policies. In foresight, scenarios combine narratives and quantitative model outputs to explore risks and opportunities for research and scaling strategies. They also provide policy advice.

[2672]

F

Scenario (Foresight)

designed by Nilufer Sen

(Turkey,

2026)

Definition

Structured descriptions of possible future outcomes, like the state of food, land, socioeconomic, water, and climate systems, based on specific assumptions about drivers and policies. In foresight, scenarios combine narratives and quantitative model outputs to explore risks and opportunities for research and scaling strategies. They also provide policy advice.

Project Phases

3. Implementation4. Analysis

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Brian Belcher, Evelyne Okoth, Jim Hammond, Mansi Tripathi, Nicoleta Trifa, Nils Teufel, Timothy Sulser
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[2672]

Scenario Narrative

F

Scenario Narrative

A story-like description of a potential future, based on a systematic set of assumptions and projections about drivers of change that influence outcomes. Scenario narratives may describe optimistic, middle-of-the-road, or pessimistic futures.

[2673]

F

Scenario Narrative

designed by Nilufer Sen

(Turkey,

2026)

Definition

A story-like description of a potential future, based on a systematic set of assumptions and projections about drivers of change that influence outcomes. Scenario narratives may describe optimistic, middle-of-the-road, or pessimistic futures.

Project Phases

3. Implementation4. Analysis5. Sharing

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Eleonora De Falcis, Jawoo Koo, Ricky Robertson
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[2673]

Scenario Parameters

F

Scenario Parameters

Specific quantitative or qualitative values which define how a given scenario differs from others. They translate narratives about future change into concrete assumptions for model use. Scenario parameters include population growth rates, GDP growth, technology adoption rates, input and output prices, policy variables, land‑use change rates, and emissions trajectories.

[2674]

F

Scenario Parameters

designed by Nilufer Sen

(Turkey,

2026)

Definition

Specific quantitative or qualitative values which define how a given scenario differs from others. They translate narratives about future change into concrete assumptions for model use. Scenario parameters include population growth rates, GDP growth, technology adoption rates, input and output prices, policy variables, land‑use change rates, and emissions trajectories.

Project Phases

3. Implementation4. Analysis

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Eleonora De Falcis, Jawoo Koo, Ricky Robertson
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[2674]

Shared Socioeconomic Pathways

F

Shared Socioeconomic Pathways

Standardized narratives and quantitative pathways created by the IPCC for climate research which describe how global society, demographics, economies, technology, and policies might evolve over the 21st century. Shared socioeconomic pathways demonstrate how these factors may influence greenhouse gas emissions and the capacity to mitigate and adapt to climate change.

[2710]

F

Shared Socioeconomic Pathways

designed by Nilufer Sen

(Turkey,

2026)

Definition

Standardized narratives and quantitative pathways created by the IPCC for climate research which describe how global society, demographics, economies, technology, and policies might evolve over the 21st century. Shared socioeconomic pathways demonstrate how these factors may influence greenhouse gas emissions and the capacity to mitigate and adapt to climate change.

Project Phases

3. Implementation

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Brian Belcher, Evelyne Okoth, Jim Hammond, Mansi Tripathi, Nicoleta Trifa, Nils Teufel, Timothy Sulser
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[2710]

Water Models

F

Water Models

Biophysical models simulating hydrological balances and competing water usage. They are used to assess water productivity, drought, allocation, and heat stress risks.

[2656]

F

Water Models

designed by Olya Batiievska

(Ukraine,

2026)

Definition

Biophysical models simulating hydrological balances and competing water usage. They are used to assess water productivity, drought, allocation, and heat stress risks.

Project Phases

3. Implementation

Contextual Taxonomies

FORESIGHT

Authors/Reviewers

Eleonora De Falcis, Jawoo Koo, Ricky Robertson
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[2656]

License Agreement

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By downloading the [bundle name] package, you are granted a non-exclusive, non-transferable right to use these Lex Icons™ in all CGIAR and CG Center knowledge products (Websites, Reports, PPTs, Apps, and Manuals). This license is valid for the period of [validity period].

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  • Third Parties: You may share these icons with contractors for CGIAR-contracted work only. You remain responsible for their compliance.
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License Agreement

1. Grant of License

By downloading the [bundle name] package, you are granted a non-exclusive, non-transferable right to use these Lex Icons™ in all CGIAR and CG Center knowledge products (Websites, Reports, PPTs, Apps, and Manuals). This license is valid for the period of [validity period].

2. Integrity

Each icon in [bundle name] package is a scientific token. You agree to:

  • Semantic Integrity: Use icons only to represent the exact term and definition found in the Lex Icons™ Library Library.
  • Honest Reporting: Ensure icons represent verified data. Using icons to misrepresent results or “greenwash” claims will result in an immediate ban from the library.
  • Machine Readability: To preserve the machine-readable Identity String, always use the original downloaded file. Do not use screenshots or ‘Export as Image’ from non-compatible software.

3. Technical & Visual Standards

To maintain brand synchronization, you must adhere to following the Usage Guidelines described in the MELIAF HUB and Lex Icons™ Library.

4. Governance and Evolution

  • Third Parties: You may share these icons with contractors for CGIAR-contracted work only. You remain responsible for their compliance.
  • Assignment: New icons created for this taxonomy must follow the [Design Guidelines] and be assigned back to the Lexicon on a royalty-free basis.

5. Recognition

Correct usage qualifies your project for the MELIAF Compliant Badge. Consistent high-integrity use earns MELIAF Compliant status, providing priority visibility in the MELIAF HUB and competitive advantages in donors’ reporting.

6. Warranty Disclaimer

CGIAR provides these icons “as is.” The presence of a Lex Icons™does not constitute a financial audit or endorsement of your data by the Office of the Chief Scientist. The Licensee assumes all risk for the accuracy of claims made.