Energy Emissions Modeling and Data Lab
EEMDL is a 2023-launched university research initiative developing peer-reviewed, measurement-based models, tools, and datasets for greenhouse gas emissions accounting across global oil and gas supply chains, funded by an industry consortium and DOE grants.
- Company typePrivate
- Founded2023
- HeadquartersAustin, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Energy Emissions Modeling and Data Lab does
The Energy Emissions Modeling and Data Lab (EEMDL) is a non-profit, multi-institutional research initiative launched in January 2023 by The University of Texas at Austin, Colorado State University, and the Colorado School of Mines. It develops peer-reviewed models, tools, and datasets for measurement-based greenhouse gas emissions accounting across global oil and gas supply chains. Its core technical platform integrates direct measurements from satellites, aerial surveys, and continuous emissions monitoring systems (CMS) with site-level operational data and statistical modeling. The product portfolio centers on proprietary tools including the Fugitive Emissions Abatement Simulation Toolkit (FEAST) for evaluating methane leak detection and repair (LDAR) programs, the Methane Emissions Estimation Tool (MEET), a CMS Tool with dispersion modeling and sensor placement algorithms, an Emissions Event Statistics Tool for extrapolating snapshot measurements to annualized inventories, Operator and Basin Emissions Reconciliation Tools, Annual Methane Census Tools (including a geospatial supply chain inventory model), a Prototypical Site and Monitoring Design Tool, and a spreadsheet-based LNG Shipping Emissions Estimation Tool. FEAST has been incorporated into the U.S. EPA's supplemental proposal for methane regulations.
EEMDL does not generate revenue from its core tools, which are publicly available at no charge. Its funding model is anchored on a $50 million industry consortium commitment from foundational members Cheniere Energy, EQT, and Williams Corporation, channeled through a Steering Committee, supplemented by approximately $11 million in U.S. Department of Energy (DOE) research grants under the Innovative Methane Measurement, Monitoring and Mitigation Technologies program. Smaller revenue streams include fees from a $100 virtual on-demand short course on methane emissions and tiered annual conference registration fees ($325 in-person, $250 government/NGO/start-up, $10 remote, $25 pre-event workshop). Customer segments span oil and gas operators, federal and state regulators (EPA, DOE, Colorado Department of Public Health and Environment), international policy organizations (UNEP, OIES, OGMP 2.0), financial institutions, and academic researchers. The organization distributes through public website downloads, direct engagement with sponsors and government, virtual training platforms, and annual conferences, and it convenes the Differentiated Gas Technical Road Mapping Initiative with the Center for Strategic & International Studies. Primary operations are in Austin, Texas, with research teams in Fort Collins, Colorado, and Golden, Colorado.
Energy Emissions Modeling and Data Lab firmographics
Firmographics- Name
- Energy Emissions Modeling and Data Lab
- Legal name
- Energy Emissions Modeling and Data Lab
- Website
- https://eemdl.utexas.edu
- Company type
- Private
- Founded year
- 2023
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- EEMDL is a 2023-launched university research initiative developing peer-reviewed, measurement-based models, tools, and datasets for greenhouse gas emissions accounting across global oil and gas supply chains, funded by an industry consortium and DOE grants.
- Ownership category
- akta.pro rank
Energy Emissions Modeling and Data Lab industry classification
Industry- Product category
- Environmental Emissions Modeling Software
- NAICS
- Environmental Consulting Services (54162)
- SIC
- Services-Commercial Physical & Biological Research (8731)
- akta.pro primary industry
- Enterprise Carbon Accounting & GHG Inventory Platforms (EUABAEAA)
- akta.pro secondary industries
- Climate & Emissions Data Management (Data Lake, Integration, APIs) (EUABAEAC), Climate & GHG/Emissions Modeling & Scenario Analysis (Inventories, Projections, Net-Zero Pathways) (EUAHAKAH)
Keywords
Where Energy Emissions Modeling and Data Lab is headquartered
LocationHeadquarters
- HQ city
- Austin
- HQ country
- United States
- HQ region
- North America
Offices3 records
Markets served
Energy Emissions Modeling and Data Lab business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure
Revenue model
- Industry Consortium Funding: EEMDL is funded by a consortium of industry sponsors through a Steering Committee. A press release noted a $50 million initiative funded by industry sponsors. Foundational members include Cheniere Energy, EQT, and Williams Corporation.
- Government Research Grants: EEMDL-affiliated researchers have been awarded approximately $11 million in research grants from the U.S. Department of Energy (DOE) Innovative Methane Measurement, Monitoring and Mitigation Technologies program.
- Training Course Fees: Short courses on methane emissions in the natural gas supply chain are offered for a fee of $100.00. The 10-hour fundamentals course is available as virtual on-demand.
- Event Registration Fees: Annual conferences and events charge registration fees. 2023 event fees were $325 in-person, $250 for government/NGO/start-up, $10 for remote attendance, and $25 for optional pre-event workshop.
- Publicly Available Tools and Datasets: All models, tools, and datasets developed by EEMDL are peer-reviewed and made publicly accessible through the website at no charge, supported by the industry consortium funding and government grants.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| One time/ perpetual license | Pay-as-you-go | Methane Emissions Fundamentals Short Course |
| One time/ perpetual license | Pay-as-you-go | 2023 Annual Event - In-Person Full Conference |
| One time/ perpetual license | Pay-as-you-go | 2023 Annual Event - Government/NGO/Start-up |
| One time/ perpetual license | Pay-as-you-go | 2023 Annual Event - Remote Attendance |
| One time/ perpetual license | Pay-as-you-go | 2023 Annual Event - Pre-Event Workshop |
Go-to-market motion1 record
Distribution channels6 records
Marketing channels9 records
Energy Emissions Modeling and Data Lab product offering
Product offeringCore offering
EEMDL develops and publicly distributes peer-reviewed models, tools, and high-resolution datasets for measurement-based greenhouse gas (primarily methane) emissions accounting across the global oil and gas supply chain. Its portfolio includes simulation tools (FEAST, MEET, CMS Tool, LNG Shipping Emissions Tool, Emissions Event Statistics Tool, Reconciliation Tools, Methane Census Tools, Prototypical Site Tool, MAES, Technology Selection Tool), publicly available datasets, a paid training short course, and an annual conference. All core models and datasets are offered at no charge to support transparent, science-based emissions assessment by industry, government, and research stakeholders.
Product overview
EEMDL is a research initiative offering a comprehensive suite of peer-reviewed models, tools, and datasets for greenhouse gas emissions measurement, monitoring, reporting, and verification (MMRV) across energy supply chains. The portfolio centers on specialized simulation tools including FEAST for LDAR program evaluation, MEET for methane emissions estimation, and the LNG Shipping Emissions Estimation Tool for calculating shipping emissions. Supporting tools include the Emissions Event Statistics Tool, CMS Tool, Operator and Basin Emissions Reconciliation Tools, Annual Methane Census Tools, Prototypical Site Monitoring Design Tool, and the Regional Mass Balance Flight Tool. EEMDL also provides the Methane Emissions Short Course for training and publishes high-resolution methane emissions datasets. All tools are publicly available, peer-reviewed, transparent, and measurement-based.
Differentiator
Problem solved
Functional benefit
Brands
- FEAST (Fugitive Emissions Abatement Simulation Toolkit): A model to evaluate the effectiveness of methane leak detection and repair (LDAR) programs at oil and gas facilities
- MEET (Methane Emissions Estimation Tool)
- FEAST Model
Products and services
- Fugitive Emissions Abatement Simulation Toolkit (FEAST)
Quantifiable outcome
- 50% reduction in methane emissions achievable through specific LDAR configurations modeled by FEAST (semi-annual component-level survey with technology detection threshold of ~7 kg/d or quarterly site-level survey with ~70 kg/d threshold)
- +2 more outcomes
Companies that use Energy Emissions Modeling and Data Lab
Customer profileNamed customers3 records
Segments5 records
Ideal customer profiles4 records
Energy Emissions Modeling and Data Lab technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability3 records
Feature11 records
Energy Emissions Modeling and Data Lab partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered core, moderate and minor.
- Oxford Institute for Energy Studies (OIES)coreEEMDL formed a research partnership with OIES in the UK to expand into the European energy market. The partnership addresses growing scrutiny of methane intensity of imported natural gas from EU policymakers, utility sector, investors, and other stakeholders. OIES brings expertise in international gas and LNG market analysis. The collaboration focuses on methane measurement, modeling, and data science tools for transparent, peer-reviewed, and trusted differentiated gas frameworks.
- Environmental Defense Fund (EDF)moderateEDF collaborated on the Nature Energy article describing key building blocks for a differentiated, low-methane global natural gas market. EEMDL researcher Dr. David Lyon previously worked at EDF as Senior Scientist. EDF is a co-author on multiple peer-reviewed publications with EEMDL researchers.
- United Nations Environment Programme (UNEP)moderateUNEP is a co-author on the Nature Energy article on differentiated gas frameworks. Andreea Calcan from UNEP's International Methane Emissions Observatory presented at EEMDL's 2023 Annual Event. UNEP coordinates methane science studies and international measurement campaigns.
- Center for Strategic & International Studies (CSIS)moderateEEMDL co-convened a workshop with CSIS in July 2023 that led to the launch of the Differentiated Gas Technical Road Mapping Initiative. CSIS Senior Fellow Ben Cahill is a key collaborator on methane policy and EU regulatory analysis. Joint workshops inform public and private sector officials on differentiated gas frameworks.
- Colorado Department of Public Health and EnvironmentmoderateStefanie Rucker from CDPHE presented at EEMDL's 2023 Annual Event on Colorado's methane regulations and innovations in air quality assessment. Colorado was the first state to adopt oil and gas methane control requirements in 2014 and continues to develop intensity verification rules.
- U.S. Environmental Protection Agency (EPA)coreEPA used the FEAST model developed by EEMDL researchers to develop the matrix of survey frequency and detection threshold for EPA's supplemental proposal to reduce methane emissions. Dr. David Lyon served as Special Advisor for Implementation at EPA on the Inflation Reduction Act Methane Emissions Reduction Program.
- U.S. Department of Energy (DOE)coreDOE awarded approximately $11 million in research grants to EEMDL-affiliated researchers through the Innovative Methane Measurement, Monitoring and Mitigation Technologies program. DOE Assistant Secretary Brad Crabtree delivered keynote addresses at EEMDL's 2023 and 2024 Annual Events. DOE is working with EEMDL on international MMRV framework development.
- ONE Future CoalitionminorEEMDL researchers collaborated with ONE Future Coalition, a group of more than 50 natural gas companies working to voluntarily reduce methane emissions. Fiji George from Cheniere was architect of the ONE Future Coalition voluntary methane program design.
- Oil & Gas Methane Partnership (OGMP 2.0) at UNEPmoderateDr. Erin Tullos served as Senior Advisor and Uncertainty and Reconciliation expert to OGMP 2.0 at UNEP. OGMP 2.0 provides the framework for methane monitoring and reporting, and EEMDL tools can be used for emissions reconciliation and developing measurement-informed inventory estimates.
Scale indicators8 records
Recent moves2 records
Expansion highlights6 records
Energy Emissions Modeling and Data Lab competitors and assessment
Company assessmentOthers
- ONE Future Coalition: ONE Future Coalition is a group of more than 50 natural gas companies pursuing voluntary methane intensity reduction targets. It is an adjacent peer/ecosystem partner because EEMDL researchers (including Cheniere's Fiji George, an architect of the program) collaborate with ONE Future, and the coalition depends on measurement methods that EEMDL's tools help standardize.
- S&P Global Commodity Insights / ESAI Energy: S&P Global Commodity Insights (and peers like Wood Mackenzie, ESAI Energy) provide natural gas market intelligence including methane intensity tracking and differentiated gas market analysis. They are ecosystem peers because their market data products intersect with EEMDL's differentiated gas framework, though they are commercial analytics providers rather than research labs.
- CSIS Energy Program: The Center for Strategic and International Studies (CSIS) Energy Program analyzes global energy policy, including methane regulation and differentiated gas. It is an ecosystem peer because CSIS co-convened the launch workshop for EEMDL's Differentiated Gas Technical Road Mapping Initiative and Senior Fellow Ben Cahill hosts EEMDL's podcast.
Direct peers
- Kairos Aerospace: Kairos Aerospace provides aerial methane detection services for oil and gas operators using aircraft-mounted sensors. It is a direct peer to EEMDL because both target measurement-based methane quantification in the oil and gas sector, though Kairos is a commercial operator-side vendor while EEMDL focuses on modeling, reconciliation, and regulatory frameworks.
- MethaneSAT / Environmental Defense Fund: Environmental Defense Fund is a co-author on multiple EEMDL publications, and MethaneSAT (an EDF-led satellite initiative) provides top-down basin-level methane detection. Both organizations focus on measurement-based methane accountability for the oil and gas sector, and EDF is a partner on EEMDL's differentiated gas work.
- Highwood Emissions Management: Highwood Emissions Management provides independent technology assessment and measurement-informed inventory services for oil and gas operators. It is a direct peer because both organizations evaluate methane detection technologies and support voluntary initiatives like ONE Future — Highwood even presented at EEMDL's 2023 Annual Event.
- Carbon Mapper: Carbon Mapper is a nonprofit coalition developing satellite and airborne technology to detect and quantify methane and CO2 emissions at facility scale. It is a direct peer to EEMDL because both use measurement-based remote sensing to enable oil and gas methane accountability, and Carbon Mapper is already a co-author with EEMDL on Nature Energy and a participant in its annual conference.
Broad incumbents
- Watershed: Watershed is a commercial enterprise carbon accounting platform serving large corporates with GHG inventory and ESG reporting software. It is a broad incumbent peer to EEMDL because both operate in the carbon/GHG accounting platform space, though Watershed serves multi-sector enterprise customers rather than EEMDL's oil and gas supply chain focus.
- OGCI (Oil and Gas Climate Initiative): OGCI is a CEO-led initiative of major oil and gas companies focused on reducing greenhouse gas emissions. It is a broad incumbent peer to EEMDL because both convene industry stakeholders around methane reduction commitments and MRV, though OGCI is a member-driven industry coalition while EEMDL is a research-focused university initiative.
- Persefoni: Persefoni is a climate management and accounting platform that enables enterprises to measure, report, and reduce their carbon footprints. It is a broad incumbent peer to EEMDL because both develop GHG inventory tooling, though Persefoni is a commercial SaaS platform serving many industries while EEMDL is a research initiative focused on oil and gas supply chain emissions.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
Energy Emissions Modeling and Data Lab social profiles
Digital presenceEnergy Emissions Modeling and Data Lab financial estimates
Financial estimateRevenue estimate
Valuation estimate
Energy Emissions Modeling and Data Lab leadership team
Management profileNumber of profiles
Profiles8 records
Energy Emissions Modeling and Data Lab funding detail
Funding detailFunding overview
Funding rounds
Investors
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Energy Emissions Modeling and Data Lab M&A and investment
M&A and investmentM&A
Investments
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Frequently asked questions about Energy Emissions Modeling and Data Lab
What does Energy Emissions Modeling and Data Lab do?
EEMDL develops and publicly distributes peer-reviewed models, tools, and high-resolution datasets for measurement-based greenhouse gas (primarily methane) emissions accounting across the global oil and gas supply chain. Its portfolio includes simulation tools (FEAST, MEET, CMS Tool, LNG Shipping Emissions Tool, Emissions Event Statistics Tool, Reconciliation Tools, Methane Census Tools, Prototypical Site Tool, MAES, Technology Selection Tool), publicly available datasets, a paid training short course, and an annual conference. All core models and datasets are offered at no charge to support transparent, science-based emissions assessment by industry, government, and research stakeholders.
Is Energy Emissions Modeling and Data Lab a public or private company?
Energy Emissions Modeling and Data Lab is a private company. It is classified as nonprofit foundation owned and is currently operating.
When was Energy Emissions Modeling and Data Lab founded?
Energy Emissions Modeling and Data Lab was founded in 2023. It employs 1 to 10 people.
Where is Energy Emissions Modeling and Data Lab based?
Energy Emissions Modeling and Data Lab is headquartered in Austin, United States, in the North America region.
How does Energy Emissions Modeling and Data Lab make money?
Five revenue lines are on record. Industry Consortium Funding is the primary driver. The others are government Research Grants, training Course Fees, event Registration Fees and publicly Available Tools and Datasets.
Who are Energy Emissions Modeling and Data Lab's main competitors?
Others on record are ONE Future Coalition, S&P Global Commodity Insights / ESAI Energy and CSIS Energy Program. Direct peers are Kairos Aerospace, MethaneSAT / Environmental Defense Fund, Highwood Emissions Management and Carbon Mapper. Broad incumbents are Watershed, OGCI (Oil and Gas Climate Initiative) and Persefoni.
Does Energy Emissions Modeling and Data Lab have an API?
No public API is recorded for Energy Emissions Modeling and Data Lab.
What industry is Energy Emissions Modeling and Data Lab in?
Energy Emissions Modeling and Data Lab's product category is Environmental Emissions Modeling Software. Its primary akta.pro industry code is EUABAEAA, Enterprise Carbon Accounting & GHG Inventory Platforms, with a secondary code of EUABAEAC, Climate & Emissions Data Management (Data Lake, Integration, APIs). Its NAICS code is 54162 and its SIC code is 8731.