OMB Individually Reported
New Skin Temperature Analyses for Satllite Cloud Retrievals
Low riskExact public inventory row
Description
A deep neural network is applied to model analyses and satellite observations to improve skin temperature estimates needed for satellite remote sensing of cloud properties.
Detailed example
improve skin temperature estimates
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
A deep neural network is applied to model analyses and satellite observations to improve skin temperature estimates needed for satellite remote sensing of cloud properties.
Controls / human review
ATO: Not reported; PIA: Not published