Experimental and model-based investigation of the links between snow bidirectional reflectance and snow microstructure

International audience Snow stands out from materials at the Earth's surface owing to its unique optical properties. Snow optical properties are sensitive to the snow microstructure, triggering potent climate feedbacks. The impacts of snow microstructure on its optical properties such as reflec...

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Published in:The Cryosphere
Main Authors: Dumont, Marie, Flin, Frederic, Malinka, Aleksey, Brissaud, Olivier, Hagenmuller, Pascal, Lapalus, Philippe, Lesaffre, Bernard, Dufour, Anne, Calonne, Neige, Rolland Du Roscoat, Sabine, Ando, Edward
Other Authors: Centre national de recherches météorologiques (CNRM), Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP), Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS), Institut de Planétologie et d'Astrophysique de Grenoble (IPAG), Centre National d'Études Spatiales Toulouse (CNES)-Observatoire des Sciences de l'Univers de Grenoble (OSUG ), Institut national des sciences de l'Univers (INSU - CNRS)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry )-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Université Grenoble Alpes (UGA)-Météo-France-Institut national des sciences de l'Univers (INSU - CNRS)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry )-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Université Grenoble Alpes (UGA)-Météo-France, Laboratoire sols, solides, structures - risques Grenoble (3SR), Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ), Université Grenoble Alpes (UGA), ANR-16-CE01-0006,EBONI,Dépot, devenir et impact des impuretés absorbantes dans le manteau neigeux(2016), ANR-19-CE01-0009,MiMESis-3D,Métamorphoses et propriétés de la neige à partir d'images 3D : expérimentation et simulation micro-échelle pour une meilleure compréhension des mécanismes impliqués(2019)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2021
Subjects:
Online Access:https://insu.hal.science/insu-03668377
https://insu.hal.science/insu-03668377/document
https://insu.hal.science/insu-03668377/file/tc-15-3921-2021.pdf
https://doi.org/10.5194/tc-15-3921-2021
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record_format openpolar
institution Open Polar
collection Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe)
op_collection_id ftccsdartic
language English
topic [SDU]Sciences of the Universe [physics]
spellingShingle [SDU]Sciences of the Universe [physics]
Dumont, Marie
Flin, Frederic
Malinka, Aleksey
Brissaud, Olivier
Hagenmuller, Pascal
Lapalus, Philippe
Lesaffre, Bernard
Dufour, Anne
Calonne, Neige
Rolland Du Roscoat, Sabine
Ando, Edward
Experimental and model-based investigation of the links between snow bidirectional reflectance and snow microstructure
topic_facet [SDU]Sciences of the Universe [physics]
description International audience Snow stands out from materials at the Earth's surface owing to its unique optical properties. Snow optical properties are sensitive to the snow microstructure, triggering potent climate feedbacks. The impacts of snow microstructure on its optical properties such as reflectance are, to date, only partially understood. However, precise modelling of snow reflectance, particularly bidirectional reflectance, are required in many problems, e.g. to correctly process satellite data over snow-covered areas. This study presents a dataset that combines bidirectional reflectance measurements over 500-2500 nm and the X-ray tomography of the snow microstructure for three snow samples of two different morphological types. The dataset is used to evaluate the stereological approach from Malinka (2014) that relates snow optical properties to the chord length distribution in the snow microstructure. The mean chord length and specific surface area (SSA) retrieved with this approach from the albedo spectrum and those measured by the X-ray tomography are in excellent agreement. The analysis of the 3D images has shown that the random chords of the ice phase obey the gamma distribution with the shape parameter m taking the value approximately equal to or a little greater than 2. For weak and intermediate absorption (high and medium albedo), the simulated bidirectional reflectances reproduce the measured ones accurately but tend to slightly overestimate the anisotropy of the radiation. For such absorptions the use of the exponential law for the ice chord length distribution instead of the one measured with the X-ray tomography does not affect the simulated reflectance. In contrast, under high absorption (albedo of a few percent), snow microstructure and especially facet orientation at the surface play a significant role in the reflectance, particularly at oblique viewing and incidence.
author2 Centre national de recherches météorologiques (CNRM)
Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP)
Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS)
Institut de Planétologie et d'Astrophysique de Grenoble (IPAG)
Centre National d'Études Spatiales Toulouse (CNES)-Observatoire des Sciences de l'Univers de Grenoble (OSUG )
Institut national des sciences de l'Univers (INSU - CNRS)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry )-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Université Grenoble Alpes (UGA)-Météo-France-Institut national des sciences de l'Univers (INSU - CNRS)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry )-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Université Grenoble Alpes (UGA)-Météo-France
Laboratoire sols, solides, structures - risques Grenoble (3SR)
Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP )
Université Grenoble Alpes (UGA)
ANR-16-CE01-0006,EBONI,Dépot, devenir et impact des impuretés absorbantes dans le manteau neigeux(2016)
ANR-19-CE01-0009,MiMESis-3D,Métamorphoses et propriétés de la neige à partir d'images 3D : expérimentation et simulation micro-échelle pour une meilleure compréhension des mécanismes impliqués(2019)
format Article in Journal/Newspaper
author Dumont, Marie
Flin, Frederic
Malinka, Aleksey
Brissaud, Olivier
Hagenmuller, Pascal
Lapalus, Philippe
Lesaffre, Bernard
Dufour, Anne
Calonne, Neige
Rolland Du Roscoat, Sabine
Ando, Edward
author_facet Dumont, Marie
Flin, Frederic
Malinka, Aleksey
Brissaud, Olivier
Hagenmuller, Pascal
Lapalus, Philippe
Lesaffre, Bernard
Dufour, Anne
Calonne, Neige
Rolland Du Roscoat, Sabine
Ando, Edward
author_sort Dumont, Marie
title Experimental and model-based investigation of the links between snow bidirectional reflectance and snow microstructure
title_short Experimental and model-based investigation of the links between snow bidirectional reflectance and snow microstructure
title_full Experimental and model-based investigation of the links between snow bidirectional reflectance and snow microstructure
title_fullStr Experimental and model-based investigation of the links between snow bidirectional reflectance and snow microstructure
title_full_unstemmed Experimental and model-based investigation of the links between snow bidirectional reflectance and snow microstructure
title_sort experimental and model-based investigation of the links between snow bidirectional reflectance and snow microstructure
publisher HAL CCSD
publishDate 2021
url https://insu.hal.science/insu-03668377
https://insu.hal.science/insu-03668377/document
https://insu.hal.science/insu-03668377/file/tc-15-3921-2021.pdf
https://doi.org/10.5194/tc-15-3921-2021
genre The Cryosphere
genre_facet The Cryosphere
op_source ISSN: 1994-0424
EISSN: 1994-0416
The Cryosphere
https://insu.hal.science/insu-03668377
The Cryosphere, 2021, 15, pp.3921-3948. ⟨10.5194/tc-15-3921-2021⟩
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BIBCODE: 2021TCry.15.3921D
doi:10.5194/tc-15-3921-2021
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op_doi https://doi.org/10.5194/tc-15-3921-2021
container_title The Cryosphere
container_volume 15
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spelling ftccsdartic:oai:HAL:insu-03668377v1 2024-02-27T08:45:53+00:00 Experimental and model-based investigation of the links between snow bidirectional reflectance and snow microstructure Dumont, Marie Flin, Frederic Malinka, Aleksey Brissaud, Olivier Hagenmuller, Pascal Lapalus, Philippe Lesaffre, Bernard Dufour, Anne Calonne, Neige Rolland Du Roscoat, Sabine Ando, Edward Centre national de recherches météorologiques (CNRM) Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP) Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS) Institut de Planétologie et d'Astrophysique de Grenoble (IPAG) Centre National d'Études Spatiales Toulouse (CNES)-Observatoire des Sciences de l'Univers de Grenoble (OSUG ) Institut national des sciences de l'Univers (INSU - CNRS)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry )-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Université Grenoble Alpes (UGA)-Météo-France-Institut national des sciences de l'Univers (INSU - CNRS)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry )-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Université Grenoble Alpes (UGA)-Météo-France Laboratoire sols, solides, structures - risques Grenoble (3SR) Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ) Université Grenoble Alpes (UGA) ANR-16-CE01-0006,EBONI,Dépot, devenir et impact des impuretés absorbantes dans le manteau neigeux(2016) ANR-19-CE01-0009,MiMESis-3D,Métamorphoses et propriétés de la neige à partir d'images 3D : expérimentation et simulation micro-échelle pour une meilleure compréhension des mécanismes impliqués(2019) 2021 https://insu.hal.science/insu-03668377 https://insu.hal.science/insu-03668377/document https://insu.hal.science/insu-03668377/file/tc-15-3921-2021.pdf https://doi.org/10.5194/tc-15-3921-2021 en eng HAL CCSD Copernicus info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-15-3921-2021 insu-03668377 https://insu.hal.science/insu-03668377 https://insu.hal.science/insu-03668377/document https://insu.hal.science/insu-03668377/file/tc-15-3921-2021.pdf BIBCODE: 2021TCry.15.3921D doi:10.5194/tc-15-3921-2021 http://creativecommons.org/licenses/by/ info:eu-repo/semantics/OpenAccess ISSN: 1994-0424 EISSN: 1994-0416 The Cryosphere https://insu.hal.science/insu-03668377 The Cryosphere, 2021, 15, pp.3921-3948. ⟨10.5194/tc-15-3921-2021⟩ [SDU]Sciences of the Universe [physics] info:eu-repo/semantics/article Journal articles 2021 ftccsdartic https://doi.org/10.5194/tc-15-3921-2021 2024-01-28T01:22:22Z International audience Snow stands out from materials at the Earth's surface owing to its unique optical properties. Snow optical properties are sensitive to the snow microstructure, triggering potent climate feedbacks. The impacts of snow microstructure on its optical properties such as reflectance are, to date, only partially understood. However, precise modelling of snow reflectance, particularly bidirectional reflectance, are required in many problems, e.g. to correctly process satellite data over snow-covered areas. This study presents a dataset that combines bidirectional reflectance measurements over 500-2500 nm and the X-ray tomography of the snow microstructure for three snow samples of two different morphological types. The dataset is used to evaluate the stereological approach from Malinka (2014) that relates snow optical properties to the chord length distribution in the snow microstructure. The mean chord length and specific surface area (SSA) retrieved with this approach from the albedo spectrum and those measured by the X-ray tomography are in excellent agreement. The analysis of the 3D images has shown that the random chords of the ice phase obey the gamma distribution with the shape parameter m taking the value approximately equal to or a little greater than 2. For weak and intermediate absorption (high and medium albedo), the simulated bidirectional reflectances reproduce the measured ones accurately but tend to slightly overestimate the anisotropy of the radiation. For such absorptions the use of the exponential law for the ice chord length distribution instead of the one measured with the X-ray tomography does not affect the simulated reflectance. In contrast, under high absorption (albedo of a few percent), snow microstructure and especially facet orientation at the surface play a significant role in the reflectance, particularly at oblique viewing and incidence. Article in Journal/Newspaper The Cryosphere Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) The Cryosphere 15 8 3921 3948