OMB Individually Reported
Improved earthquake detection for research studies [2024 INV#WO0000000108499]
Low riskExact public inventory row
Description
Deep learning methods are being used to improve detection of earthquakes to provide more complete, high-resolution catalogs that are used in research to better understand earthquake occurrence, rupture processes and seismic hazard.
Detailed example
More complete, high-resolution catalogs
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
Better understand earthquake occurrence, rupture processes and seismic hazard.
Controls / human review
ATO: No; PIA: Not published