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Optimization of an Instance-Based GOES Cloud Classification Algorithm
Publisher: American Meteorological Society
Abstract: An instance-based nearest-neighbor algorithm was developed for a Geostationary Operational Environmental Satellite (GOES) cloud classifier. Expert-labeled samples serve as the training sets for the various GOES image ...
Comparison of GOES Cloud Classification Algorithms Employing Explicit and Implicit Physics
Publisher: American Meteorological Society
Abstract: Cloud-type classification based on multispectral satellite imagery data has been widely researched and demonstrated to be useful for distinguishing a variety of classes using a wide range of methods. The research described ...