OMB Individually Reported
Automated identification of volcanic plumes
Low riskExact public inventory row
Description
Use ML to reduce noise in image of satellite SO2 retrievals, and automatically identify volcanic SO2 plumes in the images.
Detailed example
segmentation
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
Automated identification and tracking of volcanic plumes will be useful in monitoring and mitigating volcanic hazards.
Controls / human review
ATO: Not reported; PIA: Not published