GeoAI at ORNL

ORNL currently applies GeoAI methods to address several national security applications including infrastructure mapping, change detection, damage assessment, socioeconomic analysis, population dynamics, geomatics, maritime safety, geospatial data privacy and trustworthiness of AI systems. In an era where AI has become fundamental and an integral part of new science breakthroughs and decision making in our society we are forming alliances and collaborating to support geospatial science and human security missions.

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Capability Highlights

Spatiotemporal Analytics for Global Data

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Settlement Characterization

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AI Driven Data flows

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Mapping Building Footprints, Road Networks, and Solar Panels

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Bayesian Learning under Uncertainty

Gravity Mapping

Nautical Chart Feature Conflation and Conversion