OMB Individually Reported
Machine learning for stream velocity prediction
Low riskExact public inventory row
Description
To predict stream velocity from streamflow and geographic attributes.
Detailed example
Prediction of stream velocity at a location.
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
USGS possess unusually deep knowledge of biological radar targets which can readily be confused with drones, since both fall into the category of "low and slow" flying targets.
Controls / human review
ATO: No; PIA: Not published