On the retrieval of significant wave heights from spaceborne Synthetic Aperture Radar (ERS-SAR) using the Max-Planck Institut (MPI) algorithm

Synthetic Aperture Radar (SAR) onboard satellites is the only source of directional wave spectra with continuous and global coverage. Millions of SAR Wave Mode (SWM) imagettes have been acquired since the launch in the early 1990's of the first European Remote Sensing Satellite ERS-1 and its su...

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Main Author: Violante-Carvalho Nelson
Format: Article
Language:English
Published: Academia Brasileira de Ciências 2005-01-01
Series:Anais da Academia Brasileira de Ciências
Subjects:
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0001-37652005000400012
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spelling doaj-32a08d2d7e5d47beb278a0b49a8430c12020-11-24T21:58:29ZengAcademia Brasileira de CiênciasAnais da Academia Brasileira de Ciências0001-37651678-26902005-01-01774745755On the retrieval of significant wave heights from spaceborne Synthetic Aperture Radar (ERS-SAR) using the Max-Planck Institut (MPI) algorithmViolante-Carvalho NelsonSynthetic Aperture Radar (SAR) onboard satellites is the only source of directional wave spectra with continuous and global coverage. Millions of SAR Wave Mode (SWM) imagettes have been acquired since the launch in the early 1990's of the first European Remote Sensing Satellite ERS-1 and its successors ERS-2 and ENVISAT, which has opened up many possibilities specially for wave data assimilation purposes. The main aim of data assimilation is to improve the forecasting introducing available observations into the modeling procedures in order to minimize the differences between model estimates and measurements. However there are limitations in the retrieval of the directional spectrum from SAR images due to nonlinearities in the mapping mechanism. The Max-Planck Institut (MPI) scheme, the first proposed and most widely used algorithm to retrieve directional wave spectra from SAR images, is employed to compare significant wave heights retrieved from ERS-1 SAR against buoy measurements and against the WAM wave model. It is shown that for periods shorter than 12 seconds the WAM model performs better than the MPI, despite the fact that the model is used as first guess to the MPI method, that is the retrieval is deteriorating the first guess. For periods longer than 12 seconds, the part of the spectrum that is directly measured by SAR, the performance of the MPI scheme is at least as good as the WAM model.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0001-37652005000400012wind wavesSynthetic Aperture Radar (ERS-SAR)Max-Planck Institut (MPI) AlgorithmCampos BasinWAM wave modelheave-pitch-roll buoy measurements
collection DOAJ
language English
format Article
sources DOAJ
author Violante-Carvalho Nelson
spellingShingle Violante-Carvalho Nelson
On the retrieval of significant wave heights from spaceborne Synthetic Aperture Radar (ERS-SAR) using the Max-Planck Institut (MPI) algorithm
Anais da Academia Brasileira de Ciências
wind waves
Synthetic Aperture Radar (ERS-SAR)
Max-Planck Institut (MPI) Algorithm
Campos Basin
WAM wave model
heave-pitch-roll buoy measurements
author_facet Violante-Carvalho Nelson
author_sort Violante-Carvalho Nelson
title On the retrieval of significant wave heights from spaceborne Synthetic Aperture Radar (ERS-SAR) using the Max-Planck Institut (MPI) algorithm
title_short On the retrieval of significant wave heights from spaceborne Synthetic Aperture Radar (ERS-SAR) using the Max-Planck Institut (MPI) algorithm
title_full On the retrieval of significant wave heights from spaceborne Synthetic Aperture Radar (ERS-SAR) using the Max-Planck Institut (MPI) algorithm
title_fullStr On the retrieval of significant wave heights from spaceborne Synthetic Aperture Radar (ERS-SAR) using the Max-Planck Institut (MPI) algorithm
title_full_unstemmed On the retrieval of significant wave heights from spaceborne Synthetic Aperture Radar (ERS-SAR) using the Max-Planck Institut (MPI) algorithm
title_sort on the retrieval of significant wave heights from spaceborne synthetic aperture radar (ers-sar) using the max-planck institut (mpi) algorithm
publisher Academia Brasileira de Ciências
series Anais da Academia Brasileira de Ciências
issn 0001-3765
1678-2690
publishDate 2005-01-01
description Synthetic Aperture Radar (SAR) onboard satellites is the only source of directional wave spectra with continuous and global coverage. Millions of SAR Wave Mode (SWM) imagettes have been acquired since the launch in the early 1990's of the first European Remote Sensing Satellite ERS-1 and its successors ERS-2 and ENVISAT, which has opened up many possibilities specially for wave data assimilation purposes. The main aim of data assimilation is to improve the forecasting introducing available observations into the modeling procedures in order to minimize the differences between model estimates and measurements. However there are limitations in the retrieval of the directional spectrum from SAR images due to nonlinearities in the mapping mechanism. The Max-Planck Institut (MPI) scheme, the first proposed and most widely used algorithm to retrieve directional wave spectra from SAR images, is employed to compare significant wave heights retrieved from ERS-1 SAR against buoy measurements and against the WAM wave model. It is shown that for periods shorter than 12 seconds the WAM model performs better than the MPI, despite the fact that the model is used as first guess to the MPI method, that is the retrieval is deteriorating the first guess. For periods longer than 12 seconds, the part of the spectrum that is directly measured by SAR, the performance of the MPI scheme is at least as good as the WAM model.
topic wind waves
Synthetic Aperture Radar (ERS-SAR)
Max-Planck Institut (MPI) Algorithm
Campos Basin
WAM wave model
heave-pitch-roll buoy measurements
url http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0001-37652005000400012
work_keys_str_mv AT violantecarvalhonelson ontheretrievalofsignificantwaveheightsfromspacebornesyntheticapertureradarerssarusingthemaxplanckinstitutmpialgorithm
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