Coastal resilience
Disturbance recovery, cyclone impact, and blue-carbon landscapes.
GAINS
Geospatial Artificial Intelligence in Nature Services
We turn earth observation and spatial AI into decisions that protect coasts, forests, and the living systems people depend on.
What we do
Intelligence for landscapes under pressure
GAINS builds geospatial models that detect change, quantify risk, and guide restoration where nature services are most vulnerable.
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01
Sense
Map vegetation, water, heat, and disturbance from satellite and field data.
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02
Learn
Train spatial AI to find resilience patterns humans miss at landscape scale.
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03
Serve
Deliver clear maps and metrics for conservation, policy, and community action.
Focus
Where nature services meet spatial AI
From mangrove coasts to humid forests, we prioritize places where climate stress and ecosystem function collide.
Forest stability
Canopy health, carbon dynamics, and long-term vegetation trajectories.
Climate stress
Humid-heat compounds and cascading risks across living systems.
Connect
Build with GAINS
Research partners, agencies, and field teams — reach out to explore joint projects in geospatial AI for nature services.
Email GAINS