OMB Individually Reported
Machine learning based shoreline time-series imputation, classification and forecasting (time-series analyses) [2024 INV#WO0000000108117]
Low riskExact public inventory row
Description
data generation and QC/QA procedures, for large scale and short-term forecasting of shoreline trends
Detailed example
data generation and QC/QA procedures
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
b) Pilot – The use case has been deployed in a limited test or pilot capacity.
Expected benefit
time savings
Controls / human review
ATO: No; PIA: Not published
Data needed
shoreline location time-series