OMB Individually Reported
Nocturnal Opaque Ice Cloud Optical Depth Analyses from MODIS Multispectral Infrared Radiances
Low riskExact public inventory row
Description
An artificial neural network is developed and applied to improve estimates of opaque ice cloud optical depths at night using MODIS (Moderate Resolution Imaging Spectroradiometer) data.
Detailed example
improve estimates of opaque ice cloud optical depths at night
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 improve estimates of opaque ice cloud optical depths at night using MODIS (Moderate Resolution Imaging Spectroradiometer) data.
Controls / human review
ATO: Not reported; PIA: Not published