Articles | Volume 15, issue 2
https://doi.org/10.5194/tc-15-793-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/tc-15-793-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
17 Feb 2021
Research article |
| 17 Feb 2021
| 17 Feb 2021
Effect of small-scale snow surface roughness on snow albedo and reflectance
Terhikki Manninen
CORRESPONDING AUTHOR
Finnish Meteorological Institute, Helsinki, P.O. Box 503, 00101,
Finland
Kati Anttila
Finnish Meteorological Institute, Helsinki, P.O. Box 503, 00101,
Finland
Emmihenna Jääskeläinen
Finnish Meteorological Institute, Helsinki, P.O. Box 503, 00101,
Finland
Aku Riihelä
Finnish Meteorological Institute, Helsinki, P.O. Box 503, 00101,
Finland
Jouni Peltoniemi
Finnish Geospatial Research Institute, National Land Survey,
Geodeetinrinne 2, 02430 Masala, Finland
Petri Räisänen
Finnish Meteorological Institute, Helsinki, P.O. Box 503, 00101,
Finland
Panu Lahtinen
Finnish Meteorological Institute, Helsinki, P.O. Box 503, 00101,
Finland
Niilo Siljamo
Finnish Meteorological Institute, Helsinki, P.O. Box 503, 00101,
Finland
Laura Thölix
Finnish Meteorological Institute, Helsinki, P.O. Box 503, 00101,
Finland
Outi Meinander
Finnish Meteorological Institute, Helsinki, P.O. Box 503, 00101,
Finland
Anna Kontu
Finnish Meteorological Institute, Helsinki, P.O. Box 503, 00101,
Finland
Hanne Suokanerva
Finnish Meteorological Institute, Helsinki, P.O. Box 503, 00101,
Finland
Roberta Pirazzini
Finnish Meteorological Institute, Helsinki, P.O. Box 503, 00101,
Finland
Juha Suomalainen
Finnish Geospatial Research Institute, National Land Survey,
Geodeetinrinne 2, 02430 Masala, Finland
Teemu Hakala
Finnish Geospatial Research Institute, National Land Survey,
Geodeetinrinne 2, 02430 Masala, Finland
Sanna Kaasalainen
Finnish Geospatial Research Institute, National Land Survey,
Geodeetinrinne 2, 02430 Masala, Finland
Harri Kaartinen
Finnish Geospatial Research Institute, National Land Survey,
Geodeetinrinne 2, 02430 Masala, Finland
Department of Geography and Geology, University of Turku, 20500
Turku, Finland
Antero Kukko
Finnish Geospatial Research Institute, National Land Survey,
Geodeetinrinne 2, 02430 Masala, Finland
Department of Built Environment, Aalto University, 02150 Espoo,
Finland
Olivier Hautecoeur
Météo-France, Toulouse, France
currently at: Exostaff GmbH/EUMETSAT, Darmstadt, Germany
Jean-Louis Roujean
Centre d'Etudes Spatiales de la BIOsphère (CESBIO) – UMR 5126 –
31401 Toulouse, France
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Cited
17 citations as recorded by crossref.
- Divergence of apparent and intrinsic snow albedo over a season at a sub-alpine site with implications for remote sensing E. Bair et al. 10.5194/tc-16-1765-2022
- Optical effect of Andean mineral dust onto snow surface spectral albedo D. Pacheco-Ferrada et al. 10.1016/j.atmosenv.2024.120608
- Airborne Measurements of Surface Albedo and Leaf Area Index of Snow‐Covered Boreal Forest T. Manninen et al. 10.1029/2021JD035376
- Continuous bidirectional reflectance (BRF) measurement of snow using monochromatic camera T. Manninen et al. 10.1016/j.coldregions.2022.103514
- Field study on the diffusion and advection effects of vehicle-emitted soot aerosols on snow albedo in the Chilean Andes S. González-Correa et al. 10.1016/j.atmosenv.2023.120136
- Modelling light-absorbing particle–snow–radiation interactions and impacts on snow albedo: fundamentals, recent advances and future directions C. He & J. Ming 10.1071/EN22013
- A Database of Snow on Sea Ice in the Central Arctic Collected during the MOSAiC expedition A. Macfarlane et al. 10.1038/s41597-023-02273-1
- Detection of Winter Heat Wave Impact on Surface Runoff in a Periglacial Environment (Ny-Ålesund, Svalbard) R. Salzano et al. 10.3390/rs15184435
- Reflection of Solar Light from Surface Snow Loaded with Light-Absorbing Impurities: A Case Study of Black Carbon, Mineral Dust, and Ash W. Ji et al. 10.1021/acs.est.3c01280
- Albedo reduction for snow surfaces contaminated with soot aerosols: Comparison of experimental results and models M. Lapuerta et al. 10.1080/02786826.2022.2091975
- The effects of surface roughness on the calculated, spectral, conical–conical reflectance factor as an alternative to the bidirectional reflectance distribution function of bare sea ice M. Lamare et al. 10.5194/tc-17-737-2023
- Impact of Vehicle Soot Agglomerates on Snow Albedo S. González-Correa et al. 10.3390/atmos13050801
- Newly identified climatically and environmentally significant high-latitude dust sources O. Meinander et al. 10.5194/acp-22-11889-2022
- On the Relationship Between Stickiness in DMRT Theory and Physical Parameters of Snowpack: Theoretical Formulation and Experimental Validation With SNOWPACK Snow Model and X-Band SAR Data S. Pilia et al. 10.1109/TGRS.2022.3201669
- Cloud-probability-based estimation of black-sky surface albedo from AVHRR data T. Manninen et al. 10.5194/amt-15-879-2022
- Satellite-based radiative forcing by light-absorbing particles in snow across the Northern Hemisphere J. Cui et al. 10.5194/acp-21-269-2021
- The effect of snow at forest floor on boreal forest albedo diurnal and seasonal variation during the melting season E. Jääskeläinen & T. Manninen 10.1016/j.coldregions.2021.103249
15 citations as recorded by crossref.
- Divergence of apparent and intrinsic snow albedo over a season at a sub-alpine site with implications for remote sensing E. Bair et al. 10.5194/tc-16-1765-2022
- Optical effect of Andean mineral dust onto snow surface spectral albedo D. Pacheco-Ferrada et al. 10.1016/j.atmosenv.2024.120608
- Airborne Measurements of Surface Albedo and Leaf Area Index of Snow‐Covered Boreal Forest T. Manninen et al. 10.1029/2021JD035376
- Continuous bidirectional reflectance (BRF) measurement of snow using monochromatic camera T. Manninen et al. 10.1016/j.coldregions.2022.103514
- Field study on the diffusion and advection effects of vehicle-emitted soot aerosols on snow albedo in the Chilean Andes S. González-Correa et al. 10.1016/j.atmosenv.2023.120136
- Modelling light-absorbing particle–snow–radiation interactions and impacts on snow albedo: fundamentals, recent advances and future directions C. He & J. Ming 10.1071/EN22013
- A Database of Snow on Sea Ice in the Central Arctic Collected during the MOSAiC expedition A. Macfarlane et al. 10.1038/s41597-023-02273-1
- Detection of Winter Heat Wave Impact on Surface Runoff in a Periglacial Environment (Ny-Ålesund, Svalbard) R. Salzano et al. 10.3390/rs15184435
- Reflection of Solar Light from Surface Snow Loaded with Light-Absorbing Impurities: A Case Study of Black Carbon, Mineral Dust, and Ash W. Ji et al. 10.1021/acs.est.3c01280
- Albedo reduction for snow surfaces contaminated with soot aerosols: Comparison of experimental results and models M. Lapuerta et al. 10.1080/02786826.2022.2091975
- The effects of surface roughness on the calculated, spectral, conical–conical reflectance factor as an alternative to the bidirectional reflectance distribution function of bare sea ice M. Lamare et al. 10.5194/tc-17-737-2023
- Impact of Vehicle Soot Agglomerates on Snow Albedo S. González-Correa et al. 10.3390/atmos13050801
- Newly identified climatically and environmentally significant high-latitude dust sources O. Meinander et al. 10.5194/acp-22-11889-2022
- On the Relationship Between Stickiness in DMRT Theory and Physical Parameters of Snowpack: Theoretical Formulation and Experimental Validation With SNOWPACK Snow Model and X-Band SAR Data S. Pilia et al. 10.1109/TGRS.2022.3201669
- Cloud-probability-based estimation of black-sky surface albedo from AVHRR data T. Manninen et al. 10.5194/amt-15-879-2022
2 citations as recorded by crossref.
- Satellite-based radiative forcing by light-absorbing particles in snow across the Northern Hemisphere J. Cui et al. 10.5194/acp-21-269-2021
- The effect of snow at forest floor on boreal forest albedo diurnal and seasonal variation during the melting season E. Jääskeläinen & T. Manninen 10.1016/j.coldregions.2021.103249
Latest update: 29 Jun 2024
Short summary
The primary goal of this paper is to present a model of snow surface albedo (brightness) accounting for small-scale surface roughness effects. It can be combined with any volume scattering model. The results indicate that surface roughness may decrease the albedo by about 1–3 % in midwinter and even more than 10 % during the late melting season. The effect is largest for low solar zenith angle values and lower bulk snow albedo values.
The primary goal of this paper is to present a model of snow surface albedo (brightness)...
