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OMB Individually Reported

Earth Information System Fire Pilot

Low riskExact public inventory row

Description

EIS-Fire developed a visualization and analysis data portal providing access to a variety of fire data products in a cloud-optimized, analysis-ready format. The team also developed an algorithm for mapping active fire perimeters from satellite fire detections and updated the representation of fire emissions in the Goddard Earth Observing System (GEOS) model to use improved Visible Infrared Imaging Radiometer Suite (VIIRS) fire data. Finally, EIS-Fire engaged stakeholders in identifying use cases to inform data portal development.

Detailed example

Predictions

AI / analytics pattern

Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.

Automation level / stage

a) Pre-deployment – The use case is in a development or acquisition status.

Expected benefit

Earth Information System Fire Pilot

Controls / human review

ATO: Not reported; PIA: Not published

Source

OMB 2025 Federal Agency AI Use Case Inventory

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