OMB Individually Reported
Machine learning for streamflow forecasting [2024 INV#WO0000000109317]
Low riskExact public inventory row
Description
Improve streamflow forecasting predictions in the Willamette River basin.
Detailed example
Forecasted streamflow.
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
Improved understanding of the system and predictions.
Controls / human review
ATO: No; PIA: Not published