U.S. Wind Siting Regulation and Zoning Ordinances (2025)
A machine readable collection of documented wind siting ordinances at the state and local (e.g., county, township) level throughout the United States. The data were compiled using the Infrastructure Continuous Ordinance Mapping for Planning and Siting Systems (INFRA-COMPASS) tool, which leverages Large Language Models (LLMs) to automate the collection of local codes and ordinances applicable to energy infrastructure. URLs for the ordinance source documents are included in the Wind Ordinances spreadsheet. The GeoPackage file included below contains the jurisdiction shapes for each ordinance. Note that the GeoPackage file is formatted for ingestion by NREL's reVX setbacks tool and therefore does not contain any of the state-level regulations.
**NOTE**: This data was collected with the help of generative AI. The Large Language Models used for this effort make mistakes. Always validate the data for critical use cases.
This data is an update to a previously developed database of wind ordinances found in OEDI Submission 5733: see the "U.S. Wind Siting Regulation and Zoning Ordinances 2022" link below.
INFRA-COMPASS version used for collection: v0.8.2
LLMs used for collection: GPT-4.1, GPT-4.1 mini, GPT-4.1 nano, GPT-4o mini
Citation Formats
TY - DATA
AB - A machine readable collection of documented wind siting ordinances at the state and local (e.g., county, township) level throughout the United States. The data were compiled using the Infrastructure Continuous Ordinance Mapping for Planning and Siting Systems (INFRA-COMPASS) tool, which leverages Large Language Models (LLMs) to automate the collection of local codes and ordinances applicable to energy infrastructure. URLs for the ordinance source documents are included in the Wind Ordinances spreadsheet. The GeoPackage file included below contains the jurisdiction shapes for each ordinance. Note that the GeoPackage file is formatted for ingestion by NREL's reVX setbacks tool and therefore does not contain any of the state-level regulations.
**NOTE**: This data was collected with the help of generative AI. The Large Language Models used for this effort make mistakes. Always validate the data for critical use cases.
This data is an update to a previously developed database of wind ordinances found in OEDI Submission 5733: see the "U.S. Wind Siting Regulation and Zoning Ordinances 2022" link below.
INFRA-COMPASS version used for collection: v0.8.2
LLMs used for collection: GPT-4.1, GPT-4.1 mini, GPT-4.1 nano, GPT-4o mini
AU - Pinchuk, Paul
A2 - Castelão, Guilherme
A3 - Zuckerman, Gabriel
A4 - Levine, Aaron
A5 - Sky, Haiku
A6 - Barrons, Jacob
A7 - Porter, Aislinn
DB - Open Energy Data Initiative (OEDI)
DP - Open EI | National Laboratory of the Rockies
DO - 10.25984/3363758
KW - energy
KW - power
KW - wind
KW - ordinances
KW - siting
KW - machine readable
KW - local
KW - citations
KW - energy analysis
KW - analysis
KW - SitingLab
KW - land-based wind
KW - exclusion
KW - regulatory constraints
KW - AI
KW - LLM
KW - INFRA-COMPASS
KW - COMPASS
KW - Siting Lab
LA - English
DA - 2025/09/12
PY - 2025
PB - National Renewable Energy Laboratory
T1 - U.S. Wind Siting Regulation and Zoning Ordinances (2025)
UR - https://doi.org/10.25984/3363758
ER -
Pinchuk, Paul, et al. U.S. Wind Siting Regulation and Zoning Ordinances (2025). National Renewable Energy Laboratory, 12 September, 2025, Open Energy Data Initiative (OEDI). https://doi.org/10.25984/3363758.
Pinchuk, P., Castelão, G., Zuckerman, G., Levine, A., Sky, H., Barrons, J., & Porter, A. (2025). U.S. Wind Siting Regulation and Zoning Ordinances (2025). [Data set]. Open Energy Data Initiative (OEDI). National Renewable Energy Laboratory. https://doi.org/10.25984/3363758
Pinchuk, Paul, Guilherme Castelão, Gabriel Zuckerman, Aaron Levine, Haiku Sky, Jacob Barrons, and Aislinn Porter. U.S. Wind Siting Regulation and Zoning Ordinances (2025). National Renewable Energy Laboratory, September, 12, 2025. Distributed by Open Energy Data Initiative (OEDI). https://doi.org/10.25984/3363758
@misc{OEDI_Dataset_8519,
title = {U.S. Wind Siting Regulation and Zoning Ordinances (2025)},
author = {Pinchuk, Paul and Castel\~{a}o, Guilherme and Zuckerman, Gabriel and Levine, Aaron and Sky, Haiku and Barrons, Jacob and Porter, Aislinn},
abstractNote = {A machine readable collection of documented wind siting ordinances at the state and local (e.g., county, township) level throughout the United States. The data were compiled using the Infrastructure Continuous Ordinance Mapping for Planning and Siting Systems (INFRA-COMPASS) tool, which leverages Large Language Models (LLMs) to automate the collection of local codes and ordinances applicable to energy infrastructure. URLs for the ordinance source documents are included in the Wind Ordinances spreadsheet. The GeoPackage file included below contains the jurisdiction shapes for each ordinance. Note that the GeoPackage file is formatted for ingestion by NREL's reVX setbacks tool and therefore does not contain any of the state-level regulations.
**NOTE**: This data was collected with the help of generative AI. The Large Language Models used for this effort make mistakes. Always validate the data for critical use cases.
This data is an update to a previously developed database of wind ordinances found in OEDI Submission 5733: see the "U.S. Wind Siting Regulation and Zoning Ordinances 2022" link below.
INFRA-COMPASS version used for collection: v0.8.2
LLMs used for collection: GPT-4.1, GPT-4.1 mini, GPT-4.1 nano, GPT-4o mini},
url = {https://data.openei.org/submissions/8519},
year = {2025},
howpublished = {Open Energy Data Initiative (OEDI), National Renewable Energy Laboratory, https://doi.org/10.25984/3363758},
note = {Accessed: 2026-05-19},
doi = {10.25984/3363758}
}
https://dx.doi.org/10.25984/3363758
Details
Data from Sep 12, 2025
Last updated Feb 3, 2026
Submitted Sep 22, 2025
Organization
National Renewable Energy Laboratory
Contact
NREL Geospatial Data Science
Authors
Research Areas
Keywords
energy, power, wind, ordinances, siting, machine readable, local, citations, energy analysis, analysis, SitingLab, land-based wind, exclusion, regulatory constraints, AI, LLM, INFRA-COMPASS, COMPASS, Siting LabDOE Project Details
Project Name Spatial Analysis for Wind Technology Development
Project Number 34877

