Latitude: {{ lat }}
Longitude: {{ lng }}
Address: {{ address }}
State: {{ state }}
Phone: {{ phone }}
Website: {{ website }}
using USEEIO environmentally-extended data.
For Research Projects


Our Location Models grew from Georgia's collaborative tech community and innovative industry partnerships.
Plan your next ascent in Georgia's Majestic Environs. Do you work in manufacturing? - Join the free Georgia Manufacturing Extension Partnership. (Contact your company to add you if you find it's already registered.)

Inflow-Outflow Models
The U.S. Environmental Protection Agency (EPA) and the Georgia Center of Innovation for Energy Technology have teamed up with DemocracyLab Volunteers to provide collaborative tools for visualizing environmental and economic impacts in local communities, states and countries using 24 indicators - including job growth, value-added, air quality, energy use, water use, land use, biodiversity, local conservation projects and sustainable development goals.
Supply Chain Inflow-Outflow
State Commodity and Job Totals
Innovative Input-Output Reporting for US and International Trade. Trade Flow impacts using Pymrio and MARIO Input-Output Analysis
Our collaborative tools visualize economic inflow-outflow using 24 indicators, including job growth, value-added, air quality, energy use, water use, land use and biodiversity using economy-wide input-output models of industries, households and local environments.
Reporting Tools and Directories
Samples of reporting tools you can add to your website:
- Georgia Farmers Markets
- Georgia Recycling Directories
- Georgia Supply Chain Inflow-Outflow
- Georgia County Selection
- Georgia Industry Annual Payrolls
- Georgia Land Use Inflow-Outflow
Customize for your state:
- Wyoming Supply Chain Inflow-Outflow
- Robertson County Texas Land Use
- Colorado Industry Impact Comparison
Opportunities for Innovation
Create an economic development page for weighing outcomes during community decision-making that includes environmental aspects, quality job creation, land and water use, health impacts and value-added contributions to the state and county tax base.
Look in depth at your state and community's total footprint while evaluating prospective industries and the potential jobs they could directly and indirectly create, while looking at their potential environmental performance.
Determine how technological improvements in your community's industries, utilities, or consumption patterns could transform local outcomes in favor of cleaner air, water, land conservation and biodiversity.
Other Resources Include
Teaching Tools and Student Research Framework - Use and create applications to learn about the connections between industries, households, and the environment in local communities.
The Innovation Economy - Economist Mariana Mazzucato talks about Entrepreneurial Ecosystems.
Community Carbon Cycling - How manufacturers and municipalities are reusing material to capture carbon and generate clean energy.
Impact Visualizations
Our lifecycle tools explore topics of biodiversity, energy innovation, farm fresh produce, waste-to-energy, bioproducts and local product footprints. Community participants include collaborations across organizations, including:
- local government
- educational institutions
- development authorities
- regional commissions
- religious organizations
- local industry groups
- local non-profits
Community Focused Apps
The Location Apps Repo contains starters for local topics including:
Add to Your Website
Embedding input-output maps and charts is easy. Here's a sample to try:<script type="text/javascript" src="https://dreamstudio.com/localsite/js/localsite.js?display=everything&show=farmfresh&showheader=false&state=GA"></script>
Samples of Embeddable IO Widgets
Apps for Life Cycle Assessment (LCA)
Sustainable Materials Management (SMM) and Regenerative Material Production (RMP) provide a systemic approach to using and reusing materials more productively over their entire life cycle. It represents a change in how our society thinks about the use of natural resources and environmental protection. By looking at a product's entire life cycle, we can find new opportunities to reduce environmental impacts, conserve resources, reduce costs and attract new industries.Input-Output Modeling
What – Tools for analyzing economic and environmental impacts in 389 industry sectors for community planning, business development and environmental education.Material Reuse/Recycling
Why – To foster informed decisions while creating connections that turn waste streams into revenue streams that lower the cost of material input during production.Decentralized Market Data
How – By combining local, regional and national data feeds with new modules developed using USEEIO, the US EPA's Environmentally-Extended Input-Output API.
Sustainable Materials Management Objectives
- Decrease the disposal rate through source reduction, reuse and recycling;
- Reduce the environmental impacts of materials across their entire life cycle;
- Increase socio-economic benefits from product choices; and
- Increase the capacity of state and local governments, communities and key stakeholders to adopt and implement Sustainable Materials Management policies, practices and incentives.
Statewide Input-Output Modeling
View our new embeddable US Environmentally-Extended Input-Output chartsThe EPA's ustainable Materials Management Prioritization Tool Suite also uses the USEEIO model.

Filter by Location (States and Counties) | About State Models
Positive Outcomes | Adverse Environmental Impacts |
---|---|
1. Value-Added
2. Job Creation 3. Clean Air 4. Clean Water 5. Clean Energy 6. Local Suppliers 7. Green Materials (EPDs) 8. Inclusive Design 9. Improves Health 10. Creates Beauty Living Community Challenge |
Environmental
Acid Rain (ACID)
Freshwater Ecotoxicity (ETOX) Water Eutrophication (EUTR) Global Climate Change (GCC) Respiratory Effects (HRSP) Toxic to Humans (HTOX) Ozone Depletion (OZON) Smog Formation (SMOG)
Resource Use
Energy Use (ENRG)
Land Use (LAND) Minerals and Metals (METL) Water Use (WATR) Waste Generated Food Waste (FOOD) Hazardous Waste (HAZW) Municipal Solid Waste (MSW) |
Material Flow - Sankey Charts
View Chart StartersState, Region and County
All The Places API

Example: Your construction contract has a requirement to use 50% reclaimed lumber. Share a spreadsheet documenting how much lumber you need and when you need it. Groups like the Lifecycle Building Center retrieve lumber after film productions and can watch for teardown dates that fit your schedule.
In addition, census data from uszipcode datasets is combined with establishment and employment counts from zip code industry data to visualize impacts using Embeddable IO widgets.
Manufactuing Product Life-Cycle Assessment
Improving Life-Cycle Assessment Capabilities for CommunitiesAmazon is using USEEIO to reduce their carbon footprint to net zero by 2040. - Overview
Microsoft's goal is 2030, followed by removing all their carbon emissions since 1975 by 2050. - Learn More
Get Involved
GitHub Repos – Contribute to our community tools and datasets
Meet Our Contributors – US EPA, GDEcD and Data Science Grads