SINGLE-PASS SEA/ICE DISCRIMINATION USING ERS-2 SCATTEROMETER DATA

This paper presents a new method to perform sea/ice discrimination in single-pass ERS-2 scatterometer data. Existing methods are 1rst reviewed and compared in a consistent framework. Next, the ice probability according to the individual existing methods is learned through the use of a neural network...

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Autores principales:	Neyt,Xavier, Pettiaux,Pauline, Manise,Nicolas, Acheroy,Marc
Lenguaje:	English
Publicado:	Facultad de Ciencias Naturales y Oceanográficas, Universidad de Concepción 2004
Materias:	Scatterometry ice discrimination neural network
Acceso en línea:	http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0717-65382004000300021
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id	oai:scielo:S0717-65382004000300021
record_format	dspace
spelling	oai:scielo:S0717-653820040003000212005-05-16SINGLE-PASS SEA/ICE DISCRIMINATION USING ERS-2 SCATTEROMETER DATANeyt,XavierPettiaux,PaulineManise,NicolasAcheroy,Marc Scatterometry ice discrimination neural network This paper presents a new method to perform sea/ice discrimination in single-pass ERS-2 scatterometer data. Existing methods are 1rst reviewed and compared in a consistent framework. Next, the ice probability according to the individual existing methods is learned through the use of a neural network. Finally, the individual criteria are combined together in order to increase the sea-ice discrimination accuracy. The proposed method is shown to provide an acceptable performance even on single-pass data, i.e., without requiring temporal averaginginfo:eu-repo/semantics/openAccessFacultad de Ciencias Naturales y Oceanográficas, Universidad de ConcepciónGayana (Concepción) v.68 n.2 suppl.TIIProc 20042004-01-01text/htmlhttp://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0717-65382004000300021en10.4067/S0717-65382004000300021
institution	Scielo Chile
collection	Scielo Chile
language	English
topic	Scatterometry ice discrimination neural network
spellingShingle	Scatterometry ice discrimination neural network Neyt,Xavier Pettiaux,Pauline Manise,Nicolas Acheroy,Marc SINGLE-PASS SEA/ICE DISCRIMINATION USING ERS-2 SCATTEROMETER DATA
description	This paper presents a new method to perform sea/ice discrimination in single-pass ERS-2 scatterometer data. Existing methods are 1rst reviewed and compared in a consistent framework. Next, the ice probability according to the individual existing methods is learned through the use of a neural network. Finally, the individual criteria are combined together in order to increase the sea-ice discrimination accuracy. The proposed method is shown to provide an acceptable performance even on single-pass data, i.e., without requiring temporal averaging
author	Neyt,Xavier Pettiaux,Pauline Manise,Nicolas Acheroy,Marc
author_facet	Neyt,Xavier Pettiaux,Pauline Manise,Nicolas Acheroy,Marc
author_sort	Neyt,Xavier
title	SINGLE-PASS SEA/ICE DISCRIMINATION USING ERS-2 SCATTEROMETER DATA
title_short	SINGLE-PASS SEA/ICE DISCRIMINATION USING ERS-2 SCATTEROMETER DATA
title_full	SINGLE-PASS SEA/ICE DISCRIMINATION USING ERS-2 SCATTEROMETER DATA
title_fullStr	SINGLE-PASS SEA/ICE DISCRIMINATION USING ERS-2 SCATTEROMETER DATA
title_full_unstemmed	SINGLE-PASS SEA/ICE DISCRIMINATION USING ERS-2 SCATTEROMETER DATA
title_sort	single-pass sea/ice discrimination using ers-2 scatterometer data
publisher	Facultad de Ciencias Naturales y Oceanográficas, Universidad de Concepción
publishDate	2004
url	http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0717-65382004000300021
work_keys_str_mv	AT neytxavier singlepassseaicediscriminationusingers2scatterometerdata AT pettiauxpauline singlepassseaicediscriminationusingers2scatterometerdata AT manisenicolas singlepassseaicediscriminationusingers2scatterometerdata AT acheroymarc singlepassseaicediscriminationusingers2scatterometerdata
_version_	1718442077412392960

SINGLE-PASS SEA/ICE DISCRIMINATION USING ERS-2 SCATTEROMETER DATA

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