Published February 6, 2026
| Version v1.1
Software
Open
LandVote LLM Decision-Support Prototype
Authors/Creators
- 1. University of Colorado Boulder
- 2. University of California Berkeley
Description
An interactive decision-support and exploratory analysis tool for U.S. land conservation ballot measures, integrating the Trust for Public Land LandVote database with election, social vulnerability, and environmental datasets. The application combines a lightweight web interface with a open-weights language models to enable natural-language querying of conservation funding, voting outcomes, and jurisdictional trends.
Files
boettiger-lab/landvote-v1.1.zip
Files
(35.8 kB)
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md5:6cb5303a5ca0a7731b2a91054b74ac7a
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Additional details
Related works
- Is supplement to
- Software: https://github.com/boettiger-lab/landvote/tree/v1.1 (URL)
Funding
- U.S. National Science Foundation
- Full Proposal: Environmental Data Science Innovation and Inclusion Lab (ESIIL): Accelerating Discovery by Fostering an Open and Diverse Earth Data Revolution 2153040
Software
- Repository URL
- https://github.com/boettiger-lab/landvote