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Acknowledgements
FLOWSA is developed within the USEPA Office of Research and Development's Sustainable and Healthy Communities Research Program.
Catherine Birney, US EPA
Ben Young, ERG
Matthew Chambers, US BEA
Melissa Conner, GQC
Jacob Specht, GQC
Mo Li, GDIT
Wesley Ingwersen, US EPA
Thanks to our reviewers Andy Chase (v1.0), David Graham (v1.0, v2.0), and Justin Bousquin (v2.0) for taking the time to provide input on our code and package prior to major releases.
flowsa is developed and maintained by Office of Research & Development (ORD), Center for Environmental Solutions & Emergency Response (CESER), Land Remediation & Technology Division (LRTD), Environmental Decision Analytics Branch (EDAB), U.S. Environmental Protection Agency, Cincinnati, OH 45268. See OMB Memorandum M-16-21 Section 4 & Releasing Open Source Code.
Objectives
Projects Using FLOWSA Output
Install & Run
Example Code
Reading Parquet Files
Using FLOWSA
Loading External FBS Method YAMLs
API Keys
Troubleshooting
Contributing
Creating a Flow-By-Activity Dataset
Creating a Flow-By-Activity Crosswalk
Creating a Flow-By-Sector Dataset
FBA and FBS Naming Convention
NAICS Crosswalk
Available Data
Flow Classes
Flow-By-Activity Datasets
Flow-By-Sector Datasets
Data Storage
EPA's Tools for Industrial Ecology
Suggested Citations for FLOWSA and FBS Data
Publications and Presentations
Acknowledgements