Modeling

• AI world model for ecosystems DeepEarth integrates species interactions, climate variables, soil chemistry, hydrology, fire behavior, and pollinator dynamics into a unified model of ecosystem function across space and time.
• Environmental simulation Forecast vegetation dynamics, species distributions, fire propagation, flood susceptibility, and climate response for any site. Trained on global environmental data. Open source.
• Ecological design optimization Given a site's 3D digital twin, DeepEarth generates planting recommendations that optimize simultaneously for biodiversity, climate resilience, beauty, and financial return. Every recommendation grounded in ecological science.
• Hazard modeling Property-level fire and flood risk assessment from geospatial and 3D data. Ecological mitigation strategies that reduce exposure while improving environmental outcomes. Risk modeling at portfolio scale for insurers.

Interested? lance@ecological.dev