OMB Individually Reported
Estimation of Multilayered Cloud Properties from Low-Earth-Orbit Satellite Imager Data
Low riskExact public inventory row
Description
An artificial neural network is developed and applied to satellite imagery data to identify and retrieve characteristics of multi-layered clouds for potential use in weather and climate applications.
Detailed example
identify and retrieve characteristics of multi-layered cloud
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
An artificial neural network is developed and applied to satellite imagery data to identify and retrieve characteristics of multi-layered clouds for potential use in weather and climate applications.
Controls / human review
ATO: Not reported; PIA: Not published