First-year sea ice melt pond fraction estimation from dual-polarisation C-band SAR – Part 1: In situ observations

Understanding the evolution of melt ponds on Arctic sea ice is important for climate model parameterisations, weather forecast models and process studies involving mass, energy and biogeochemical exchanges across the ocean–sea ice–atmosphere interface. A field campaign was conducted in a region of l...

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Published in:The Cryosphere
Main Authors: R. K. Scharien, J. Landy, D. G. Barber
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2014
Subjects:
Online Access:https://doi.org/10.5194/tc-8-2147-2014
https://doaj.org/article/e2b82502a30f419aafea554b65d46a8c
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spelling ftdoajarticles:oai:doaj.org/article:e2b82502a30f419aafea554b65d46a8c 2023-05-15T14:28:56+02:00 First-year sea ice melt pond fraction estimation from dual-polarisation C-band SAR – Part 1: In situ observations R. K. Scharien J. Landy D. G. Barber 2014-11-01T00:00:00Z https://doi.org/10.5194/tc-8-2147-2014 https://doaj.org/article/e2b82502a30f419aafea554b65d46a8c EN eng Copernicus Publications http://www.the-cryosphere.net/8/2147/2014/tc-8-2147-2014.pdf https://doaj.org/toc/1994-0416 https://doaj.org/toc/1994-0424 1994-0416 1994-0424 doi:10.5194/tc-8-2147-2014 https://doaj.org/article/e2b82502a30f419aafea554b65d46a8c The Cryosphere, Vol 8, Iss 6, Pp 2147-2162 (2014) Environmental sciences GE1-350 Geology QE1-996.5 article 2014 ftdoajarticles https://doi.org/10.5194/tc-8-2147-2014 2022-12-31T02:39:21Z Understanding the evolution of melt ponds on Arctic sea ice is important for climate model parameterisations, weather forecast models and process studies involving mass, energy and biogeochemical exchanges across the ocean–sea ice–atmosphere interface. A field campaign was conducted in a region of level first-year sea ice (FYI) in the central Canadian Arctic Archipelago (CAA), during the summer of 2012, to examine the potential for estimating melt pond fraction ( f p ) from satellite synthetic aperture radar (SAR). In this study, 5.5 GHz (C-band) dual co- (HH + VV – horizontal transmit and horizontal receive + vertical transmit and vertical receive) and cross-polarisation (HV + HH – horizontal transmit and vertical receive + horizontal transmit and horizontal receive) radar scatterometer measurements of melt-pond-covered FYI are combined with ice and pond properties to analyse the effects of in situ physical and morphological changes on backscatter parameters. Surface roughness statistics of ice and ponds are characterised and compared to the validity domains of the Bragg and integral equation model (IEM) scattering models. Experimental and model results are used to outline the potential and limitations of the co-polarisation ratio (VV / HH) for retrieving melt pond information, including f p , at large incidence angles (≥35°). Despite high variability in cross-polarisation ratio (HV / HH) magnitudes, increases at small incidence angles (<30°) are attributed to the formation of ice lids on ponds. Implications of the results for pond information retrievals from satellite C-, L- and P-band SARs are discussed. Article in Journal/Newspaper Arctic Archipelago Arctic Canadian Arctic Archipelago Sea ice The Cryosphere Directory of Open Access Journals: DOAJ Articles Arctic Canadian Arctic Archipelago The Cryosphere 8 6 2147 2162
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Environmental sciences
GE1-350
Geology
QE1-996.5
spellingShingle Environmental sciences
GE1-350
Geology
QE1-996.5
R. K. Scharien
J. Landy
D. G. Barber
First-year sea ice melt pond fraction estimation from dual-polarisation C-band SAR – Part 1: In situ observations
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description Understanding the evolution of melt ponds on Arctic sea ice is important for climate model parameterisations, weather forecast models and process studies involving mass, energy and biogeochemical exchanges across the ocean–sea ice–atmosphere interface. A field campaign was conducted in a region of level first-year sea ice (FYI) in the central Canadian Arctic Archipelago (CAA), during the summer of 2012, to examine the potential for estimating melt pond fraction ( f p ) from satellite synthetic aperture radar (SAR). In this study, 5.5 GHz (C-band) dual co- (HH + VV – horizontal transmit and horizontal receive + vertical transmit and vertical receive) and cross-polarisation (HV + HH – horizontal transmit and vertical receive + horizontal transmit and horizontal receive) radar scatterometer measurements of melt-pond-covered FYI are combined with ice and pond properties to analyse the effects of in situ physical and morphological changes on backscatter parameters. Surface roughness statistics of ice and ponds are characterised and compared to the validity domains of the Bragg and integral equation model (IEM) scattering models. Experimental and model results are used to outline the potential and limitations of the co-polarisation ratio (VV / HH) for retrieving melt pond information, including f p , at large incidence angles (≥35°). Despite high variability in cross-polarisation ratio (HV / HH) magnitudes, increases at small incidence angles (<30°) are attributed to the formation of ice lids on ponds. Implications of the results for pond information retrievals from satellite C-, L- and P-band SARs are discussed.
format Article in Journal/Newspaper
author R. K. Scharien
J. Landy
D. G. Barber
author_facet R. K. Scharien
J. Landy
D. G. Barber
author_sort R. K. Scharien
title First-year sea ice melt pond fraction estimation from dual-polarisation C-band SAR – Part 1: In situ observations
title_short First-year sea ice melt pond fraction estimation from dual-polarisation C-band SAR – Part 1: In situ observations
title_full First-year sea ice melt pond fraction estimation from dual-polarisation C-band SAR – Part 1: In situ observations
title_fullStr First-year sea ice melt pond fraction estimation from dual-polarisation C-band SAR – Part 1: In situ observations
title_full_unstemmed First-year sea ice melt pond fraction estimation from dual-polarisation C-band SAR – Part 1: In situ observations
title_sort first-year sea ice melt pond fraction estimation from dual-polarisation c-band sar – part 1: in situ observations
publisher Copernicus Publications
publishDate 2014
url https://doi.org/10.5194/tc-8-2147-2014
https://doaj.org/article/e2b82502a30f419aafea554b65d46a8c
geographic Arctic
Canadian Arctic Archipelago
geographic_facet Arctic
Canadian Arctic Archipelago
genre Arctic Archipelago
Arctic
Canadian Arctic Archipelago
Sea ice
The Cryosphere
genre_facet Arctic Archipelago
Arctic
Canadian Arctic Archipelago
Sea ice
The Cryosphere
op_source The Cryosphere, Vol 8, Iss 6, Pp 2147-2162 (2014)
op_relation http://www.the-cryosphere.net/8/2147/2014/tc-8-2147-2014.pdf
https://doaj.org/toc/1994-0416
https://doaj.org/toc/1994-0424
1994-0416
1994-0424
doi:10.5194/tc-8-2147-2014
https://doaj.org/article/e2b82502a30f419aafea554b65d46a8c
op_doi https://doi.org/10.5194/tc-8-2147-2014
container_title The Cryosphere
container_volume 8
container_issue 6
container_start_page 2147
op_container_end_page 2162
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