Mapeamento da concentração do gelo marinho na região central da Península Antártica com dados Sentinel 1

Sea ice acts as a thermal insulator between the ocean and the atmosphere and without it, the ocean will be free to emit heat to the atmosphere, influencing the formation of water bodies and ocean circulation. This article proposes the classification and identification of sea ice by means of Syntheti...

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Main Authors: Hillebrand , Fernando Luis, Bremer, Ulisses Franz, Arigony Neto, Jorge, Rosa, Cristiano Niederauer da, Mendes Junior, Claudio Wilson, Costi, Juliana, Freitas, Marcos Wellausen Dias de
Format: Article in Journal/Newspaper
Language:English
Published: 2020
Subjects:
Online Access:http://hdl.handle.net/10183/216354
id ftunivfrgs:oai:www.lume.ufrgs.br:10183/216354
record_format openpolar
spelling ftunivfrgs:oai:www.lume.ufrgs.br:10183/216354 2023-05-15T14:04:08+02:00 Mapeamento da concentração do gelo marinho na região central da Península Antártica com dados Sentinel 1 Mapping the concentration of sea ice in the central Antarctic Peninsula with Sentinel 1 data Hillebrand , Fernando Luis Bremer, Ulisses Franz Arigony Neto, Jorge Rosa, Cristiano Niederauer da Mendes Junior, Claudio Wilson Costi, Juliana Freitas, Marcos Wellausen Dias de 2020 application/pdf http://hdl.handle.net/10183/216354 eng eng Revista Brasileira de Geografia Física. Recife. Vol. 13, n. 3 (2020), p. 1106-1116 1984-2295 http://hdl.handle.net/10183/216354 001119213 Open Access Backscatter coefficient Synthetic Aperture Radar Sea ice classification Retroespalhamento Imagens oticas Artigo de periódico Nacional 2020 ftunivfrgs 2022-07-09T23:14:52Z Sea ice acts as a thermal insulator between the ocean and the atmosphere and without it, the ocean will be free to emit heat to the atmosphere, influencing the formation of water bodies and ocean circulation. This article proposes the classification and identification of sea ice by means of Synthetic Aperture Radar (SAR) images in the C band, obtained by the Sentinel 1B satellite, Extra Wide Swath (EW) imaging mode under HH + HV polarizations, radiometrically calibrated and normalized to incidence angle at 30°. The study area covered the central oceanic region of the Antarctic Peninsula during the winter and early austral spring of 2018. Obtaining samples for the classification of SAR scenes was obtained through visual analysis of the target texture in Sentinel 2 optical images (Multispectral Instrument), false-color RGB compositions of the HH and HV polarizations (R-HH, G-HV, B-HV/HH and R-HH, G-HH, B-HV) and unsupervised classification through cluster analysis. Backscatter coefficients (σ°) were identified in the HH polarization of -8.0 to -12.6 dB for young ice and/or first-year ice, -2.1 to -7.3 dB for multiyear ice, and for the HV polarization of - 19.3 to -24.2 dB for young ice and/or first-year ice and -6.8 to -13.4 dB for multiyear ice, making it possible to map the concentration of sea ice in the region of study by using these thresholds. O gelo marinho atua como isolante térmico entre o oceano e a atmosfera. Sem este, o oceano estará livre para emitir calor à atmosfera, influenciando a formação de massas d’água e circulação oceânica. Este artigo propõe a classificação e identificação do gelo marinho por meio de imagens Synthetic Aperture Radar (SAR) na banda C, obtidas pelo satélite Sentinel 1B, modo de imageamento Extra Wide Swath (EW), sob polarizações HH + HV, radiometricamente calibradas e normalizadas ao ângulo de incidência a 30°. A área de estudo abrangeu a região oceânica central da Península Antártica durante o inverno e início da primavera austral de 2018. A obtenção das amostras para a ... Article in Journal/Newspaper Antarc* Antarctic Antarctic Peninsula Antártica Sea ice Universidade Federal do Rio Grande do Sul (UFRGS): Lume Antarctic Antarctic Peninsula Austral Sob’ ENVELOPE(66.156,66.156,66.322,66.322) The Antarctic The Sentinel ENVELOPE(73.317,73.317,-52.983,-52.983)
institution Open Polar
collection Universidade Federal do Rio Grande do Sul (UFRGS): Lume
op_collection_id ftunivfrgs
language English
topic Backscatter coefficient
Synthetic Aperture Radar
Sea ice classification
Retroespalhamento
Imagens oticas
spellingShingle Backscatter coefficient
Synthetic Aperture Radar
Sea ice classification
Retroespalhamento
Imagens oticas
Hillebrand , Fernando Luis
Bremer, Ulisses Franz
Arigony Neto, Jorge
Rosa, Cristiano Niederauer da
Mendes Junior, Claudio Wilson
Costi, Juliana
Freitas, Marcos Wellausen Dias de
Mapeamento da concentração do gelo marinho na região central da Península Antártica com dados Sentinel 1
topic_facet Backscatter coefficient
Synthetic Aperture Radar
Sea ice classification
Retroespalhamento
Imagens oticas
description Sea ice acts as a thermal insulator between the ocean and the atmosphere and without it, the ocean will be free to emit heat to the atmosphere, influencing the formation of water bodies and ocean circulation. This article proposes the classification and identification of sea ice by means of Synthetic Aperture Radar (SAR) images in the C band, obtained by the Sentinel 1B satellite, Extra Wide Swath (EW) imaging mode under HH + HV polarizations, radiometrically calibrated and normalized to incidence angle at 30°. The study area covered the central oceanic region of the Antarctic Peninsula during the winter and early austral spring of 2018. Obtaining samples for the classification of SAR scenes was obtained through visual analysis of the target texture in Sentinel 2 optical images (Multispectral Instrument), false-color RGB compositions of the HH and HV polarizations (R-HH, G-HV, B-HV/HH and R-HH, G-HH, B-HV) and unsupervised classification through cluster analysis. Backscatter coefficients (σ°) were identified in the HH polarization of -8.0 to -12.6 dB for young ice and/or first-year ice, -2.1 to -7.3 dB for multiyear ice, and for the HV polarization of - 19.3 to -24.2 dB for young ice and/or first-year ice and -6.8 to -13.4 dB for multiyear ice, making it possible to map the concentration of sea ice in the region of study by using these thresholds. O gelo marinho atua como isolante térmico entre o oceano e a atmosfera. Sem este, o oceano estará livre para emitir calor à atmosfera, influenciando a formação de massas d’água e circulação oceânica. Este artigo propõe a classificação e identificação do gelo marinho por meio de imagens Synthetic Aperture Radar (SAR) na banda C, obtidas pelo satélite Sentinel 1B, modo de imageamento Extra Wide Swath (EW), sob polarizações HH + HV, radiometricamente calibradas e normalizadas ao ângulo de incidência a 30°. A área de estudo abrangeu a região oceânica central da Península Antártica durante o inverno e início da primavera austral de 2018. A obtenção das amostras para a ...
format Article in Journal/Newspaper
author Hillebrand , Fernando Luis
Bremer, Ulisses Franz
Arigony Neto, Jorge
Rosa, Cristiano Niederauer da
Mendes Junior, Claudio Wilson
Costi, Juliana
Freitas, Marcos Wellausen Dias de
author_facet Hillebrand , Fernando Luis
Bremer, Ulisses Franz
Arigony Neto, Jorge
Rosa, Cristiano Niederauer da
Mendes Junior, Claudio Wilson
Costi, Juliana
Freitas, Marcos Wellausen Dias de
author_sort Hillebrand , Fernando Luis
title Mapeamento da concentração do gelo marinho na região central da Península Antártica com dados Sentinel 1
title_short Mapeamento da concentração do gelo marinho na região central da Península Antártica com dados Sentinel 1
title_full Mapeamento da concentração do gelo marinho na região central da Península Antártica com dados Sentinel 1
title_fullStr Mapeamento da concentração do gelo marinho na região central da Península Antártica com dados Sentinel 1
title_full_unstemmed Mapeamento da concentração do gelo marinho na região central da Península Antártica com dados Sentinel 1
title_sort mapeamento da concentração do gelo marinho na região central da península antártica com dados sentinel 1
publishDate 2020
url http://hdl.handle.net/10183/216354
long_lat ENVELOPE(66.156,66.156,66.322,66.322)
ENVELOPE(73.317,73.317,-52.983,-52.983)
geographic Antarctic
Antarctic Peninsula
Austral
Sob’
The Antarctic
The Sentinel
geographic_facet Antarctic
Antarctic Peninsula
Austral
Sob’
The Antarctic
The Sentinel
genre Antarc*
Antarctic
Antarctic Peninsula
Antártica
Sea ice
genre_facet Antarc*
Antarctic
Antarctic Peninsula
Antártica
Sea ice
op_relation Revista Brasileira de Geografia Física. Recife. Vol. 13, n. 3 (2020), p. 1106-1116
1984-2295
http://hdl.handle.net/10183/216354
001119213
op_rights Open Access
_version_ 1766275136639467520