Comparison of Different Neural Network Approaches for the Tropospheric Profiling over the Inter-tropical lands Using GPS Radio Occultation Data

Comparison of Different Neural Network Approaches for the Tropospheric Profiling over the Inter-tropical lands Using GPS Radio Occultation Data

In this study different approaches based on multilayer perceptron neural networks are proposed and evaluated with the aim to retrieve tropospheric profiles by using GPS radio occultation data. We employed a data set of 445 occultations covering the land surface within the Tropics, split into desert...

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Bibliographic Details
Main Authors: Stefania Bonafoni, Fabrizio Pelliccia, Roberta Anniballe
Format: Article
Language:English
Published: MDPI AG 2009-01-01
Series:Algorithms
Subjects:
Neural networks
GPS
radio occultations
tropospheric profiles
Online Access:http://www.mdpi.com/1999-4893/2/1/31/

Internet

http://www.mdpi.com/1999-4893/2/1/31/

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