Effect of small-scale snow surface roughness on snow albedo and reflectance

International audience The primary goal of this paper is to present a model of snow surface albedo accounting for small-scale surface roughness effects. The model is based on photon recollision probability, and it can be combined with existing bulk volume albedo models, such as Two-streAm Radiative...

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Published in:The Cryosphere
Main Authors: Manninen, Terhikki, Anttila, Kati, Jääskeläinen, Emmihenna, Riihelä, Aku, Peltoniemi, Jouni, Räisänen, Petri, Lahtinen, Panu, Siljamo, Niilo, Thölix, Laura, Meinander, Outi, Kontu, Anna, Suokanerva, Hanne, Pirazzini, Roberta, Suomalainen, Juha, Hakala, Teemu, Kaasalainen, Sanna, Kaartinen, Harri, Kukko, Antero, Hautecoeur, Olivier, Roujean, Jean-Louis
Other Authors: Centre d'études spatiales de la biosphère (CESBIO), 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)-Observatoire Midi-Pyrénées (OMP), 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 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 National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2021
Subjects:
Online Access:https://hal.science/hal-03388776
https://hal.science/hal-03388776/document
https://hal.science/hal-03388776/file/tc-15-793-2021.pdf
https://doi.org/10.5194/tc-15-793-2021
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spelling ftutoulouse3hal:oai:HAL:hal-03388776v1 2024-09-15T18:38:57+00:00 Effect of small-scale snow surface roughness on snow albedo and reflectance Manninen, Terhikki Anttila, Kati Jääskeläinen, Emmihenna Riihelä, Aku Peltoniemi, Jouni Räisänen, Petri Lahtinen, Panu Siljamo, Niilo Thölix, Laura Meinander, Outi Kontu, Anna Suokanerva, Hanne Pirazzini, Roberta Suomalainen, Juha Hakala, Teemu Kaasalainen, Sanna Kaartinen, Harri Kukko, Antero Hautecoeur, Olivier Roujean, Jean-Louis Centre d'études spatiales de la biosphère (CESBIO) 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)-Observatoire Midi-Pyrénées (OMP) 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 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 National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE) 2021-02-17 https://hal.science/hal-03388776 https://hal.science/hal-03388776/document https://hal.science/hal-03388776/file/tc-15-793-2021.pdf https://doi.org/10.5194/tc-15-793-2021 en eng HAL CCSD Copernicus info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-15-793-2021 hal-03388776 https://hal.science/hal-03388776 https://hal.science/hal-03388776/document https://hal.science/hal-03388776/file/tc-15-793-2021.pdf doi:10.5194/tc-15-793-2021 info:eu-repo/semantics/OpenAccess ISSN: 1994-0424 EISSN: 1994-0416 The Cryosphere https://hal.science/hal-03388776 The Cryosphere, 2021, 15 (2), pp.793 - 820. ⟨10.5194/tc-15-793-2021⟩ [SDE]Environmental Sciences info:eu-repo/semantics/article Journal articles 2021 ftutoulouse3hal https://doi.org/10.5194/tc-15-793-2021 2024-06-25T00:12:06Z International audience The primary goal of this paper is to present a model of snow surface albedo accounting for small-scale surface roughness effects. The model is based on photon recollision probability, and it can be combined with existing bulk volume albedo models, such as Two-streAm Radiative TransfEr in Snow (TARTES). The model is fed with in situ measurements of surface roughness from plate profile and laser scanner data, and it is evaluated by comparing the computed albedos with observations. It provides closer results to empirical values than volume-scattering-based albedo simulations alone. The impact of surface roughness on albedo increases with the progress of the melting season and is larger for larger solar zenith angles. In absolute terms, small-scale surface roughness can decrease the total albedo by up to about 0.1. As regards the bidirectional reflectance factor (BRF), it is found that surface roughness increases backward scattering especially for large solar zenith angle values. Article in Journal/Newspaper The Cryosphere Université Toulouse III - Paul Sabatier: HAL-UPS The Cryosphere 15 2 793 820
institution Open Polar
collection Université Toulouse III - Paul Sabatier: HAL-UPS
op_collection_id ftutoulouse3hal
language English
topic [SDE]Environmental Sciences
spellingShingle [SDE]Environmental Sciences
Manninen, Terhikki
Anttila, Kati
Jääskeläinen, Emmihenna
Riihelä, Aku
Peltoniemi, Jouni
Räisänen, Petri
Lahtinen, Panu
Siljamo, Niilo
Thölix, Laura
Meinander, Outi
Kontu, Anna
Suokanerva, Hanne
Pirazzini, Roberta
Suomalainen, Juha
Hakala, Teemu
Kaasalainen, Sanna
Kaartinen, Harri
Kukko, Antero
Hautecoeur, Olivier
Roujean, Jean-Louis
Effect of small-scale snow surface roughness on snow albedo and reflectance
topic_facet [SDE]Environmental Sciences
description International audience The primary goal of this paper is to present a model of snow surface albedo accounting for small-scale surface roughness effects. The model is based on photon recollision probability, and it can be combined with existing bulk volume albedo models, such as Two-streAm Radiative TransfEr in Snow (TARTES). The model is fed with in situ measurements of surface roughness from plate profile and laser scanner data, and it is evaluated by comparing the computed albedos with observations. It provides closer results to empirical values than volume-scattering-based albedo simulations alone. The impact of surface roughness on albedo increases with the progress of the melting season and is larger for larger solar zenith angles. In absolute terms, small-scale surface roughness can decrease the total albedo by up to about 0.1. As regards the bidirectional reflectance factor (BRF), it is found that surface roughness increases backward scattering especially for large solar zenith angle values.
author2 Centre d'études spatiales de la biosphère (CESBIO)
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)-Observatoire Midi-Pyrénées (OMP)
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 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 National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)
format Article in Journal/Newspaper
author Manninen, Terhikki
Anttila, Kati
Jääskeläinen, Emmihenna
Riihelä, Aku
Peltoniemi, Jouni
Räisänen, Petri
Lahtinen, Panu
Siljamo, Niilo
Thölix, Laura
Meinander, Outi
Kontu, Anna
Suokanerva, Hanne
Pirazzini, Roberta
Suomalainen, Juha
Hakala, Teemu
Kaasalainen, Sanna
Kaartinen, Harri
Kukko, Antero
Hautecoeur, Olivier
Roujean, Jean-Louis
author_facet Manninen, Terhikki
Anttila, Kati
Jääskeläinen, Emmihenna
Riihelä, Aku
Peltoniemi, Jouni
Räisänen, Petri
Lahtinen, Panu
Siljamo, Niilo
Thölix, Laura
Meinander, Outi
Kontu, Anna
Suokanerva, Hanne
Pirazzini, Roberta
Suomalainen, Juha
Hakala, Teemu
Kaasalainen, Sanna
Kaartinen, Harri
Kukko, Antero
Hautecoeur, Olivier
Roujean, Jean-Louis
author_sort Manninen, Terhikki
title Effect of small-scale snow surface roughness on snow albedo and reflectance
title_short Effect of small-scale snow surface roughness on snow albedo and reflectance
title_full Effect of small-scale snow surface roughness on snow albedo and reflectance
title_fullStr Effect of small-scale snow surface roughness on snow albedo and reflectance
title_full_unstemmed Effect of small-scale snow surface roughness on snow albedo and reflectance
title_sort effect of small-scale snow surface roughness on snow albedo and reflectance
publisher HAL CCSD
publishDate 2021
url https://hal.science/hal-03388776
https://hal.science/hal-03388776/document
https://hal.science/hal-03388776/file/tc-15-793-2021.pdf
https://doi.org/10.5194/tc-15-793-2021
genre The Cryosphere
genre_facet The Cryosphere
op_source ISSN: 1994-0424
EISSN: 1994-0416
The Cryosphere
https://hal.science/hal-03388776
The Cryosphere, 2021, 15 (2), pp.793 - 820. ⟨10.5194/tc-15-793-2021⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.5194/tc-15-793-2021
hal-03388776
https://hal.science/hal-03388776
https://hal.science/hal-03388776/document
https://hal.science/hal-03388776/file/tc-15-793-2021.pdf
doi:10.5194/tc-15-793-2021
op_rights info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.5194/tc-15-793-2021
container_title The Cryosphere
container_volume 15
container_issue 2
container_start_page 793
op_container_end_page 820
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