OMB Individually Reported
Estimation of Multilayered Cloud Properties from Geostationary Satellite Imager Data
Low riskExact public inventory row
Description
A deep neural network is developed and applied to geostationary 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
Computer Vision: AI that processes and interprets visual data (e.g., images and videos).
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
A deep neural network is developed and applied to geostationary 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