Cloud Detection: An Assessment Study from the ESA Round Robin Exercise for PROBA-V

Cloud Detection: An Assessment Study from the ESA Round Robin Exercise for PROBA-V

A Round Robin exercise was implemented by ESA to compare different classification methods in detecting clouds from images taken by the PROBA-V sensor. A high-quality dataset of 1350 reflectances and Clear/Cloudy corresponding labels had been prepared by ESA in the framework of the exercise. Motivate...

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Bibliographic Details
Main Authors: Umberto Amato, Anestis Antoniadis, Maria Francesca Carfora
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Sensors
Subjects:
cloud detection
PROBA-V
statistical learning
machine learning
cumulative discriminant analysis
K-Nearest Neighbor
Online Access:https://www.mdpi.com/1424-8220/20/7/2090

Internet

https://www.mdpi.com/1424-8220/20/7/2090

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