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Cooperative Institute for Research in the Atmosphere (CIRA)

CIRA Machine Learning (ML) – ML Overview

expertisegroup / labIndustry: Aerospace
Category
Capabilities & Access
Affiliations
CIRA

Description

CIRA machine learning group applying ML to satellite data: detecting and nowcasting convection, inferring cloud properties and vertical profiles for aviation, generating simulated radar and passive microwave imagery from geostationary data, and anticipating rapid tropical cyclone intensification.

Official page

https://www.cira.colostate.edu/ml/ml-overview/

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Contact

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Details

Keywords
machine learning, convection nowcasting, cloud properties, simulated passive microwave imagery, rapid intensification
Location
Fort Collins, Colorado
Discipline
Machine learning for atmospheric science
Associated entity
Cooperative Institute for Research in the Atmosphere » ML Overview