OMB Individually Reported
Neural Network based observation operator to bias correct SMAP brightness temperatures for assimilation
Low riskExact public inventory row
Description
Neural Network based observation operator to bias correct SMAP brightness temperatures for assimilation
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
Neural Network based observation operator to bias correct SMAP brightness temperatures for assimilation
Controls / human review
ATO: Not reported; PIA: Not published