OMB Individually Reported
Machine Learning based shoreline detection and sea ice dynamics using coastal cameras [2024 INV#WO0000000108008]
Low riskExact public inventory row
Description
Determine shoreline location and change as well as sea ice dynamics from coastal cameras in remote communities
Detailed example
shoreline and sea ice locations
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
Output will be incorporated into Total Water Level and Coastal Change numerical models.
Controls / human review
ATO: No; PIA: Not published