Detection of multi-layered clouds from multispectral MODIS/VIIRS data using an artificial neural network trained with CALIPSO-CloudSat data.
Description
Detection of multi-layered clouds from multispectral MODIS (Moderate Resolution Imaging Spectroradiometer) / VIIRS (Visible Infrared Imaging Radiometer Suite) data using an artificial neural network trained with CALIPSO (Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observatory) - CloudSat data.
Detailed example
multi-layered cloud detection
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
Detection of multi-layered clouds from multispectral MODIS (Moderate Resolution Imaging Spectroradiometer) / VIIRS (Visible Infrared Imaging Radiometer Suite) data using an artificial neural network trained with CALIPSO (Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observatory) - CloudSat data.
Controls / human review
ATO: Not reported; PIA: Not published