OMB Individually Reported
MAGMA-net: Multimodal analysis for geophysical monitoring of activity
Low riskExact public inventory row
Description
Identifying volcanic deformation in satellite imagery combined with ground-based GNSS
Detailed example
Decision on deformation state of a volcanic system
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 detection of volcanic deformation in vast amounts of satellite and ground-based deformation data.
Controls / human review
ATO: No; PIA: Not published