OMB Individually Reported
Predicting streamflow with deep learning
Low riskExact public inventory row
Description
Uses a long short-term memory model to predict streamflow at USGS gauges sites
Detailed example
predictions of streamflow at USGS gauges sites
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
Uses a long short-term memory model to predict streamflow at USGS gauges sites
Controls / human review
ATO: Not reported; PIA: Not published