OMB Individually Reported
Remote Sensing Coastal Change - Shoreline Change
Low riskExact public inventory row
Description
Rapid classification of satellite imagery to determine shoreline change
Detailed example
Predictions of shoreline change
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
Quicker, more accurate identification of risks to public safety and infrastructure due to erosion or other shoreline changes.
Controls / human review
ATO: No; PIA: Not published