OMB Individually Reported
PM2.5 Estimation using MERRA2 and Advanced machine learning model over US
Low riskExact public inventory row
Description
PM2.5 Estimation using MERRA2 and Advanced machine learning model over US
Detailed example
Predictions
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
PM2.5 Estimation using MERRA2 and Advanced machine learning model over US
Controls / human review
ATO: Not reported; PIA: Not published