Nonprofit research group that makes climate risk data (Risk Factor) publicly available for every property in the US.
Science and news organization providing open tools like Surging Seas to visualize sea-level rise impact.
United States · Consortium
Coalition using satellite imagery and AI to pinpoint greenhouse gas emissions sources globally and publish the data for free.
Offers free, interactive climate maps and data to help communities and businesses understand local climate risks.
Nonprofit dedicated to opening Earth observation training data for machine learning to address global development challenges.
United States · Nonprofit
Nonprofit that analyzes climate solutions and data, providing open source tools and datasets to ensure scientific integrity.
Provides a free, open platform for accessing satellite data across the African continent to track water, land, and climate changes.
Global research organization that manages the Aqueduct Water Risk Atlas and other open data platforms.
United Kingdom · Nonprofit
Nonprofit research lab focused on using open source machine learning to reduce emissions, specifically in grid forecasting.
United States · Nonprofit
International team dedicated to humanitarian action and community development through open mapping.
Climate data equity initiatives work to ensure hyperlocal risk models, insurance maps, and sensor data are not hoarded by well-resourced institutions. They promote open licenses, community-owned data trusts, and subsidized access to hazard datasets so frontline communities can plan adaptation, negotiate insurance, and hold polluters accountable. Training programs and translation layers help local planners interpret technical outputs, while APIs let civic tech groups build applications for renters, small businesses, and farmers.
Examples include NASA/NOAA open portals, the US Climate Mapping for Resilience pilot, and African and Latin American data collaboratives that integrate indigenous knowledge with remote sensing. Philanthropy and multilateral banks fund “last-mile” data stewards who maintain sensors, convene workshops, and feed insights into municipal budgeting. Insurers increasingly share anonymized claims data to improve equity, while regulators consider mandating data-sharing as a condition for operating in vulnerable regions.
Technology is TRL 6—platforms exist, but governance and sustained funding lag. Equity frameworks require privacy protections, cultural sensitivity, and compensation for community data labor. As adaptation finance grows, tying grants or insurance approvals to demonstrated data-sharing practices can prevent climate intelligence from becoming another source of inequality.
