Finding reliable, county-level data on biomass availability across an entire country used to mean piecing together reports from dozens of different agencies, databases, and research groups. For anyone working on bioenergy feasibility, feedstock supply chains, or biomass carbon accounting, that fragmentation was a real obstacle.
BioenergyKDF was built to solve exactly that problem. It is a free, centralised data portal from the US Department of Energy that brings together biomass resource data, life cycle assessments, techno-economic analyses, and research reports in one place. If you work in bioenergy research, agricultural planning, or sustainable fuel development and you are not already using it, this article will show you what you are missing.
What Is BioenergyKDF?
BioenergyKDF, the Bioenergy Knowledge Discovery Framework, is stewarded by Oak Ridge National Laboratory for the DOE’s Bioenergy Technologies Office. It is the nation’s premier source of information on biomass potential, providing high-quality data that can guide funding in support of a robust bioeconomy for low-carbon energy sources.
The GIS-based framework allows users to comprehensively analyse the economic and environmental impacts of various development options for biomass feedstocks, biorefineries, and infrastructure.
In plain terms: it is a one-stop data portal where farmers, researchers, planners, and industry professionals can find out how much biomass is available in any given US region, what it could be used for, and what the economic and environmental implications of different bioenergy development paths look like.
It is completely free to access.
What Data Does BioenergyKDF Contain?
The portal brings together several categories of data and tools that would otherwise require visiting multiple separate databases.
The Billion-Ton Reports are the centrepiece of the platform. The 2023 Billion-Ton Report is the fourth in a series of national biomass resource assessments commissioned by the US Department of Energy, following reports in 2016, 2011, and 2005. The 2023 report reveals that in a mature market, the United States could produce between 1.1 and 1.5 billion tons per year of biomass for bioenergy production. The full datasets behind these reports are accessible directly through the portal.
County-level biomass resource maps allow users to explore feedstock availability at a local scale. The portal provides searchable information about potential biomass resources down to the county level. This is particularly useful for feasibility studies where local feedstock supply is a critical variable.
Research and development reports covering DOE Bioenergy Technologies Office projects are housed in the portal. These include state of technology reports, technology design pathway analyses, life cycle assessments, techno-economic analyses, and supply chain analyses.
Sustainability information covering voluntary standards, regulatory requirements, and environmental impact documentation for US bioenergy production systems.
Who Is BioenergyKDF For?
Stakeholders including farmers, industry, and local, regional, and national planners have this powerful, free, and easy-to-access data portal at their command.
More specifically, the portal is most useful for four groups.
Researchers working on bioenergy feasibility, life cycle assessment, or biomass carbon accounting will find the Billion-Ton data and the TEA and LCA reports directly relevant. The portal aggregates what would otherwise require extensive literature searches into a single searchable interface.
Farmers and landowners considering energy crop production can use the county-level feedstock maps to understand what biomass resources exist in their region and what demand looks like for different feedstocks.
Industry planners designing biorefinery supply chains need reliable feedstock availability data at regional and national scale. BioenergyKDF provides exactly this, with the ability to model different development scenarios.
Policy and investment analysts working on bioeconomy strategy use the Billion-Ton Report data to understand the scale of domestic biomass potential and how it maps against energy demand scenarios.
How Does BioenergyKDF Connect to Carbon Intensity Calculations?
This is the connection I find most relevant from a research perspective, and it links BioenergyKDF directly to the other tools in your bioenergy toolkit.
Carbon intensity calculations for biofuels, whether through GREET for US regulatory compliance or through other lifecycle models, depend on accurate feedstock data. How much biomass is available, where it comes from, how it was grown, and what land it came from all affect the carbon intensity score of the fuel produced from it.
BioenergyKDF provides the upstream data layer that feeds into those calculations. The county-level resource maps tell you what feedstocks are available. The life cycle assessment reports tell you how different feedstocks perform on carbon metrics. The techno-economic analyses tell you what conversion pathways are economically viable at different supply scales.
Used together with GREET for carbon intensity calculations and BioSTEAM for process simulation, BioenergyKDF completes a comprehensive toolkit for bioenergy research and development. Each tool answers a different question and the three together cover the full picture from feedstock availability through conversion economics to regulatory carbon accounting.
How to Access and Use BioenergyKDF
The portal is available at bioenergykdf.ornl.gov and requires no registration to access most of its data. The main entry points are the Billion-Ton Report data explorer, the feedstock resource maps, and the research reports search function.
An informational video is available to illustrate how to access resources from the 2023 Billion-Ton Report using the BioenergyKDF data portal, demonstrating how to use the collection of tools and data on the platform. For new users, this is the recommended starting point before exploring the full data catalogue.
The GIS mapping tools work directly in a web browser without specialist software installation, which makes them accessible to a wider range of users than traditional GIS platforms. For more advanced spatial analysis, the underlying datasets can be downloaded for use in desktop GIS software.
BioenergyKDF vs Other Bioenergy Data Sources
BioenergyKDF is the most comprehensive US-focused biomass resource database, but it is worth knowing where it sits relative to other tools.
For European biomass data, the equivalent resources are maintained through the European Environment Agency and national forestry and agricultural statistics agencies. BioenergyKDF data does not extend beyond the United States.
For carbon intensity calculations and regulatory compliance, BioenergyKDF provides the feedstock data but GREET provides the lifecycle calculation framework. The two are complementary rather than competing.
For process-level techno-economic analysis, BioSTEAM models the economics of specific conversion pathways in detail. BioenergyKDF provides the broader market and resource context within which those pathways operate.
Frequently Asked Questions
What is BioenergyKDF?
It is the US Department of Energy’s free biomass data portal, managed by Oak Ridge National Laboratory. It provides county-level biomass resource maps, the Billion-Ton Report datasets, life cycle assessments, techno-economic analyses, and research reports for the US bioenergy sector.
Is BioenergyKDF free to use?
Yes, completely free. No registration is required to access most of the data and tools. The portal is a public resource funded by the DOE Bioenergy Technologies Office.
What is the Billion-Ton Report?
A series of national biomass resource assessments commissioned by the DOE. The most recent 2023 edition estimates that the US could produce between 1.1 and 1.5 billion tons of biomass per year for bioenergy in a mature market. The full datasets behind the report are available through BioenergyKDF.
How does BioenergyKDF differ from GREET?
BioenergyKDF is a data and resource portal providing information on biomass availability, research reports, and life cycle documentation. GREET is a lifecycle analysis model used to calculate the carbon intensity of specific fuel pathways. BioenergyKDF provides the feedstock data context while GREET performs the carbon accounting calculations.
Can farmers use BioenergyKDF?
Yes. The county-level feedstock maps are specifically designed to help farmers, landowners, and local planners understand what biomass resources exist in their area and how they relate to regional bioenergy development opportunities.
Is BioenergyKDF only for the United States?
The biomass resource data is US-specific. However, the research reports, life cycle assessments, and techno-economic analyses cover methodologies and findings with broader international relevance for researchers working outside the US.
