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A Cloud Detection Neural Network Approach for the Next Generation Microwave Sounder Aboard EPS MetOp-SG A1

This work presents an algorithm based on a neural network (NN) for cloud detection to detect clouds and their thermodynamic phase using spectral observations from spaceborne microwave radiometers. A standalone cloud detection algorithm over the ocean and land has been developed to distinguish clear...

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Principais autores: Salvatore Larosa, Domenico Cimini, Donatello Gallucci, Francesco Di Paola, Saverio Teodosio Nilo, Elisabetta Ricciardelli, Ermann Ripepi, Filomena Romano
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-03-01
Serier:Remote Sensing
Fag:
neural network
microwave
cloud detection
MWS
AMSU-A
MHS
Online adgang:https://www.mdpi.com/2072-4292/15/7/1798
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