Reflective properties of melt ponds on sea ice

Melt ponds occupy a large part of the Arctic sea ice in summer and strongly affect the radiative budget of the atmosphere–ice–ocean system. In this study, the melt pond reflectance is considered in the framework of radiative transfer theory. The melt pond is modeled as a plane-parallel layer of pure...

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Published in:The Cryosphere
Main Authors: Malinka, Aleksey, Zege, Eleonora, Istomina, Larysa, Heygster, Georg, Spreen, Gunnar, Perovich, Donald, Polashenski, Chris
Format: Text
Language:English
Published: 2018
Subjects:
Online Access:https://doi.org/10.5194/tc-12-1921-2018
https://tc.copernicus.org/articles/12/1921/2018/
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spelling ftcopernicus:oai:publications.copernicus.org:tc60578 2023-05-15T13:10:47+02:00 Reflective properties of melt ponds on sea ice Malinka, Aleksey Zege, Eleonora Istomina, Larysa Heygster, Georg Spreen, Gunnar Perovich, Donald Polashenski, Chris 2018-09-27 application/pdf https://doi.org/10.5194/tc-12-1921-2018 https://tc.copernicus.org/articles/12/1921/2018/ eng eng doi:10.5194/tc-12-1921-2018 https://tc.copernicus.org/articles/12/1921/2018/ eISSN: 1994-0424 Text 2018 ftcopernicus https://doi.org/10.5194/tc-12-1921-2018 2020-07-20T16:23:15Z Melt ponds occupy a large part of the Arctic sea ice in summer and strongly affect the radiative budget of the atmosphere–ice–ocean system. In this study, the melt pond reflectance is considered in the framework of radiative transfer theory. The melt pond is modeled as a plane-parallel layer of pure water upon a layer of sea ice (the pond bottom). We consider pond reflection as comprising Fresnel reflection by the water surface and multiple reflections between the pond surface and its bottom, which is assumed to be Lambertian. In order to give a description of how to find the pond bottom albedo, we investigate the inherent optical properties of sea ice. Using the Wentzel–Kramers–Brillouin approximation approach to light scattering by non-spherical particles (brine inclusions) and Mie solution for spherical particles (air bubbles), we conclude that the transport scattering coefficient in sea ice is a spectrally independent value. Then, within the two-stream approximation of the radiative transfer theory, we show that the under-pond ice spectral albedo is determined by two independent scalar values: the transport scattering coefficient and ice layer thickness. Given the pond depth and bottom albedo values, the bidirectional reflectance factor (BRF) and albedo of a pond can be calculated with analytical formulas. Thus, the main reflective properties of the melt pond, including their spectral dependence, are determined by only three independent parameters: pond depth z , ice layer thickness H , and transport scattering coefficient of ice σ t . The effects of the incident conditions and the atmosphere state are examined. It is clearly shown that atmospheric correction is necessary even for in situ measurements. The atmospheric correction procedure has been used in the model verification. The optical model developed is verified with data from in situ measurements made during three field campaigns performed on landfast and pack ice in the Arctic. The measured pond albedo spectra were fitted with the modeled spectra by varying the pond parameters ( z , H , and σ t ). The coincidence of the measured and fitted spectra demonstrates good performance of the model: it is able to reproduce the albedo spectrum in the visible range with RMSD that does not exceed 1.5 % for a wide variety of melt pond types observed in the Arctic. Text albedo Arctic Sea ice Copernicus Publications: E-Journals Arctic The Cryosphere 12 6 1921 1937
institution Open Polar
collection Copernicus Publications: E-Journals
op_collection_id ftcopernicus
language English
description Melt ponds occupy a large part of the Arctic sea ice in summer and strongly affect the radiative budget of the atmosphere–ice–ocean system. In this study, the melt pond reflectance is considered in the framework of radiative transfer theory. The melt pond is modeled as a plane-parallel layer of pure water upon a layer of sea ice (the pond bottom). We consider pond reflection as comprising Fresnel reflection by the water surface and multiple reflections between the pond surface and its bottom, which is assumed to be Lambertian. In order to give a description of how to find the pond bottom albedo, we investigate the inherent optical properties of sea ice. Using the Wentzel–Kramers–Brillouin approximation approach to light scattering by non-spherical particles (brine inclusions) and Mie solution for spherical particles (air bubbles), we conclude that the transport scattering coefficient in sea ice is a spectrally independent value. Then, within the two-stream approximation of the radiative transfer theory, we show that the under-pond ice spectral albedo is determined by two independent scalar values: the transport scattering coefficient and ice layer thickness. Given the pond depth and bottom albedo values, the bidirectional reflectance factor (BRF) and albedo of a pond can be calculated with analytical formulas. Thus, the main reflective properties of the melt pond, including their spectral dependence, are determined by only three independent parameters: pond depth z , ice layer thickness H , and transport scattering coefficient of ice σ t . The effects of the incident conditions and the atmosphere state are examined. It is clearly shown that atmospheric correction is necessary even for in situ measurements. The atmospheric correction procedure has been used in the model verification. The optical model developed is verified with data from in situ measurements made during three field campaigns performed on landfast and pack ice in the Arctic. The measured pond albedo spectra were fitted with the modeled spectra by varying the pond parameters ( z , H , and σ t ). The coincidence of the measured and fitted spectra demonstrates good performance of the model: it is able to reproduce the albedo spectrum in the visible range with RMSD that does not exceed 1.5 % for a wide variety of melt pond types observed in the Arctic.
format Text
author Malinka, Aleksey
Zege, Eleonora
Istomina, Larysa
Heygster, Georg
Spreen, Gunnar
Perovich, Donald
Polashenski, Chris
spellingShingle Malinka, Aleksey
Zege, Eleonora
Istomina, Larysa
Heygster, Georg
Spreen, Gunnar
Perovich, Donald
Polashenski, Chris
Reflective properties of melt ponds on sea ice
author_facet Malinka, Aleksey
Zege, Eleonora
Istomina, Larysa
Heygster, Georg
Spreen, Gunnar
Perovich, Donald
Polashenski, Chris
author_sort Malinka, Aleksey
title Reflective properties of melt ponds on sea ice
title_short Reflective properties of melt ponds on sea ice
title_full Reflective properties of melt ponds on sea ice
title_fullStr Reflective properties of melt ponds on sea ice
title_full_unstemmed Reflective properties of melt ponds on sea ice
title_sort reflective properties of melt ponds on sea ice
publishDate 2018
url https://doi.org/10.5194/tc-12-1921-2018
https://tc.copernicus.org/articles/12/1921/2018/
geographic Arctic
geographic_facet Arctic
genre albedo
Arctic
Sea ice
genre_facet albedo
Arctic
Sea ice
op_source eISSN: 1994-0424
op_relation doi:10.5194/tc-12-1921-2018
https://tc.copernicus.org/articles/12/1921/2018/
op_doi https://doi.org/10.5194/tc-12-1921-2018
container_title The Cryosphere
container_volume 12
container_issue 6
container_start_page 1921
op_container_end_page 1937
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