Articles | Volume 14, issue 12
https://doi.org/10.5194/gmd-14-7673-2021
© 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/gmd-14-7673-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
SNICAR-ADv3: a community tool for modeling spectral snow albedo
Department of Climate and Space Sciences and Engineering, University of Michigan, Ann Arbor, MI, USA
Julian B. Arnheim
Department of Earth and Atmospheric Sciences, Cornell University, Ithaca, NY, USA
Joseph M. Cook
Department of Environmental Science, Aarhus University, Roskilde, Denmark
Cheng Dang
Joint Center For Satellite Data Assimilation, UCAR, Boulder, CO, USA
Cenlin He
Research Applications Laboratory, National Center for Atmospheric Research, Boulder, CO, USA
Xianglei Huang
Department of Climate and Space Sciences and Engineering, University of Michigan, Ann Arbor, MI, USA
Deepak Singh
Centre of Studies in Resources Engineering, Indian Institute of Technology Bombay, Mumbai, Maharashtra, India
S. McKenzie Skiles
Department of Geography, University of Utah, Salt Lake City, UT, USA
Chloe A. Whicker
Department of Climate and Space Sciences and Engineering, University of Michigan, Ann Arbor, MI, USA
Charles S. Zender
Department of Earth System Science, University of California, Irvine, CA, USA
Viewed
Total article views: 5,848 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 16 Aug 2021)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
4,260 | 1,488 | 100 | 5,848 | 81 | 90 |
- HTML: 4,260
- PDF: 1,488
- XML: 100
- Total: 5,848
- BibTeX: 81
- EndNote: 90
Total article views: 4,186 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 21 Dec 2021)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
3,151 | 958 | 77 | 4,186 | 72 | 79 |
- HTML: 3,151
- PDF: 958
- XML: 77
- Total: 4,186
- BibTeX: 72
- EndNote: 79
Total article views: 1,662 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 16 Aug 2021)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
1,109 | 530 | 23 | 1,662 | 9 | 11 |
- HTML: 1,109
- PDF: 530
- XML: 23
- Total: 1,662
- BibTeX: 9
- EndNote: 11
Viewed (geographical distribution)
Total article views: 5,848 (including HTML, PDF, and XML)
Thereof 5,518 with geography defined
and 330 with unknown origin.
Total article views: 4,186 (including HTML, PDF, and XML)
Thereof 3,969 with geography defined
and 217 with unknown origin.
Total article views: 1,662 (including HTML, PDF, and XML)
Thereof 1,549 with geography defined
and 113 with unknown origin.
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Cited
45 citations as recorded by crossref.
- Opposite Effects of Mineral Dust Nonsphericity and Size on Dust‐Induced Snow Albedo Reduction T. Shi et al. 10.1029/2022GL099031
- Retrieval of snow liquid water content from radiative transfer model, field data and PRISMA satellite data C. Ravasio et al. 10.1016/j.rse.2024.114268
- Contribution of biomass burning to black carbon deposition on Andean glaciers: consequences for radiative forcing E. Bonilla et al. 10.1088/1748-9326/acb371
- Impact of Vehicle Soot Agglomerates on Snow Albedo S. González-Correa et al. 10.3390/atmos13050801
- Smartphone-based measurements of the optical properties of snow M. Allgaier & B. Smith 10.1364/AO.457976
- 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
- SNICAR-ADv4: a physically based radiative transfer model to represent the spectral albedo of glacier ice C. Whicker et al. 10.5194/tc-16-1197-2022
- Combined effect of algae and dust on snow spectral and broadband albedo B. Di Mauro et al. 10.1016/j.jqsrt.2024.108906
- Bridging the gap between airborne and spaceborne imaging spectroscopy for mountain glacier surface property retrievals C. Donahue et al. 10.1016/j.rse.2023.113849
- Snow Albedo Feedbacks Enhance Snow Impurity‐Induced Radiative Forcing in the Sierra Nevada H. Huang et al. 10.1029/2022GL098102
- Evaluation and Optimization of Snow Albedo Scheme in Noah‐MP Land Surface Model Using In Situ Spectral Observations in the Colorado Rockies R. Abolafia‐Rosenzweig et al. 10.1029/2022MS003141
- Sensitivity of modeled snow grain size retrievals to solar geometry, snow particle asphericity, and snowpack impurities Z. Fair et al. 10.5194/tc-16-3801-2022
- Air Pollution Interactions with Weather and Climate Extremes: Current Knowledge, Gaps, and Future Directions C. He et al. 10.1007/s40726-024-00296-9
- Assessment of the combined radiative effects of black carbon in the atmosphere and snowpack in the Northern Hemisphere constrained by surface observations T. Shi et al. 10.1039/D2EA00005A
- Seasonal changes in black carbon footprint on the Antarctic Peninsula due to rising shipborne tourism and forest fires N. Magalhães et al. 10.1126/sciadv.adp1682
- Dust storms from the Taklamakan Desert significantly darken snow surface on surrounding mountains Y. Xing et al. 10.5194/acp-24-5199-2024
- An Overview of Snow Water Equivalent: Methods, Challenges, and Future Outlook M. Taheri & A. Mohammadian 10.3390/su141811395
- Unraveling the optical shape of snow A. Robledano et al. 10.1038/s41467-023-39671-3
- Topographic Heterogeneity and Aspect Moderate Exposure to Climate Change Across an Alpine Tundra Hillslope K. Jay et al. 10.1029/2023JG007664
- Mineral dust aerosols over the Himalayas from polarization-resolved satellite lidar observations N. Lakshmi et al. 10.1016/j.atmosenv.2023.119584
- Potential for photosynthesis on Mars within snow and ice A. Khuller et al. 10.1038/s43247-024-01730-y
- UAV hyperspectral imaging for multiscale assessment of Landsat 9 snow grain size and albedo S. Skiles et al. 10.3389/frsen.2022.1038287
- Dark brown carbon from wildfires: a potent snow radiative forcing agent? G. Chelluboyina et al. 10.1038/s41612-024-00738-7
- 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
- Dust dominates glacier darkening across majority of the Tibetan Plateau based on new measurements F. Yan et al. 10.1016/j.scitotenv.2023.164661
- Improving snow albedo modeling in the E3SM land model (version 2.0) and assessing its impacts on snow and surface fluxes over the Tibetan Plateau D. Hao et al. 10.5194/gmd-16-75-2023
- Mineral dust aerosol impacts on global climate and climate change J. Kok et al. 10.1038/s43017-022-00379-5
- Elevation-dependence of warming due to aerosol-induced snow darkening over the Himalayan-Tibetan region V. Nair et al. 10.1088/1748-9326/ad1346
- Impacts of Soot, Ash, Sand, and Haze on Snow Albedo in Sierra Nevada, Spain S. González-Correa et al. 10.3390/atmos13111903
- Adaptability analysis of snow in the Zhangjiakou competition zone of the Beijing Olympic Winter Games for the next 30 years D. Shao et al. 10.1016/j.ejrh.2023.101358
- Optical effect of Andean mineral dust onto snow surface spectral albedo D. Pacheco-Ferrada et al. 10.1016/j.atmosenv.2024.120608
- Weathering crust formation outpaces melt-albedo feedback on blue ice shelves of East Antarctica G. Traversa & B. Di Mauro 10.1038/s43247-024-01896-5
- Measured black carbon deposition over the central Himalayan glaciers: Concentrations in surface snow and impact on snow albedo reduction C. Gul et al. 10.1016/j.apr.2024.102203
- Spatial variability of Saharan dust deposition revealed through a citizen science campaign M. Dumont et al. 10.5194/essd-15-3075-2023
- The Spatio-Temporal Variability in the Radiative Forcing of Light-Absorbing Particles in Snow of 2003–2018 over the Northern Hemisphere from MODIS J. Cui et al. 10.3390/rs15030636
- Environmentally Induced Snow Transmittance Variations in the Photosynthetic Spectral Domain: Photobiological Implications for Subnivean Vegetation under Climate Warming Conditions G. Baranoski & P. Varsa 10.3390/rs16050927
- A cleaner snow future mitigates Northern Hemisphere snowpack loss from warming D. Hao et al. 10.1038/s41467-023-41732-6
- Physically Based Thermal Infrared Snow/Ice Surface Emissivity for Fast Radiative Transfer Models N. Nalli et al. 10.3390/rs15235509
- Albedo change from snow algae blooms can contribute substantially to snow melt in the North Cascades, USA S. Healy & A. Khan 10.1038/s43247-023-00768-8
- Changes in Snow Surface Albedo and Radiative Forcing in the Chilean Central Andes Measured by In Situ and Remote Sensing Data L. Figueroa-Villanueva et al. 10.3390/w15183198
- Albedo reduction for snow surfaces contaminated with soot aerosols: Comparison of experimental results and models M. Lapuerta et al. 10.1080/02786826.2022.2091975
- Drivers of Dust-Enhanced Snowpack Melt-Out and Streamflow Timing S. Fassnacht et al. 10.3390/hydrology9030047
- 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
- SNICAR-ADv3: a community tool for modeling spectral snow albedo M. Flanner et al. 10.5194/gmd-14-7673-2021
- Retrieval of Snow Albedo and Total Ozone Column from Single-View MSI/S-2 Spectral Reflectance Measurements over Antarctica A. Kokhanovsky et al. 10.3390/rs13214404
42 citations as recorded by crossref.
- Opposite Effects of Mineral Dust Nonsphericity and Size on Dust‐Induced Snow Albedo Reduction T. Shi et al. 10.1029/2022GL099031
- Retrieval of snow liquid water content from radiative transfer model, field data and PRISMA satellite data C. Ravasio et al. 10.1016/j.rse.2024.114268
- Contribution of biomass burning to black carbon deposition on Andean glaciers: consequences for radiative forcing E. Bonilla et al. 10.1088/1748-9326/acb371
- Impact of Vehicle Soot Agglomerates on Snow Albedo S. González-Correa et al. 10.3390/atmos13050801
- Smartphone-based measurements of the optical properties of snow M. Allgaier & B. Smith 10.1364/AO.457976
- 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
- SNICAR-ADv4: a physically based radiative transfer model to represent the spectral albedo of glacier ice C. Whicker et al. 10.5194/tc-16-1197-2022
- Combined effect of algae and dust on snow spectral and broadband albedo B. Di Mauro et al. 10.1016/j.jqsrt.2024.108906
- Bridging the gap between airborne and spaceborne imaging spectroscopy for mountain glacier surface property retrievals C. Donahue et al. 10.1016/j.rse.2023.113849
- Snow Albedo Feedbacks Enhance Snow Impurity‐Induced Radiative Forcing in the Sierra Nevada H. Huang et al. 10.1029/2022GL098102
- Evaluation and Optimization of Snow Albedo Scheme in Noah‐MP Land Surface Model Using In Situ Spectral Observations in the Colorado Rockies R. Abolafia‐Rosenzweig et al. 10.1029/2022MS003141
- Sensitivity of modeled snow grain size retrievals to solar geometry, snow particle asphericity, and snowpack impurities Z. Fair et al. 10.5194/tc-16-3801-2022
- Air Pollution Interactions with Weather and Climate Extremes: Current Knowledge, Gaps, and Future Directions C. He et al. 10.1007/s40726-024-00296-9
- Assessment of the combined radiative effects of black carbon in the atmosphere and snowpack in the Northern Hemisphere constrained by surface observations T. Shi et al. 10.1039/D2EA00005A
- Seasonal changes in black carbon footprint on the Antarctic Peninsula due to rising shipborne tourism and forest fires N. Magalhães et al. 10.1126/sciadv.adp1682
- Dust storms from the Taklamakan Desert significantly darken snow surface on surrounding mountains Y. Xing et al. 10.5194/acp-24-5199-2024
- An Overview of Snow Water Equivalent: Methods, Challenges, and Future Outlook M. Taheri & A. Mohammadian 10.3390/su141811395
- Unraveling the optical shape of snow A. Robledano et al. 10.1038/s41467-023-39671-3
- Topographic Heterogeneity and Aspect Moderate Exposure to Climate Change Across an Alpine Tundra Hillslope K. Jay et al. 10.1029/2023JG007664
- Mineral dust aerosols over the Himalayas from polarization-resolved satellite lidar observations N. Lakshmi et al. 10.1016/j.atmosenv.2023.119584
- Potential for photosynthesis on Mars within snow and ice A. Khuller et al. 10.1038/s43247-024-01730-y
- UAV hyperspectral imaging for multiscale assessment of Landsat 9 snow grain size and albedo S. Skiles et al. 10.3389/frsen.2022.1038287
- Dark brown carbon from wildfires: a potent snow radiative forcing agent? G. Chelluboyina et al. 10.1038/s41612-024-00738-7
- 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
- Dust dominates glacier darkening across majority of the Tibetan Plateau based on new measurements F. Yan et al. 10.1016/j.scitotenv.2023.164661
- Improving snow albedo modeling in the E3SM land model (version 2.0) and assessing its impacts on snow and surface fluxes over the Tibetan Plateau D. Hao et al. 10.5194/gmd-16-75-2023
- Mineral dust aerosol impacts on global climate and climate change J. Kok et al. 10.1038/s43017-022-00379-5
- Elevation-dependence of warming due to aerosol-induced snow darkening over the Himalayan-Tibetan region V. Nair et al. 10.1088/1748-9326/ad1346
- Impacts of Soot, Ash, Sand, and Haze on Snow Albedo in Sierra Nevada, Spain S. González-Correa et al. 10.3390/atmos13111903
- Adaptability analysis of snow in the Zhangjiakou competition zone of the Beijing Olympic Winter Games for the next 30 years D. Shao et al. 10.1016/j.ejrh.2023.101358
- Optical effect of Andean mineral dust onto snow surface spectral albedo D. Pacheco-Ferrada et al. 10.1016/j.atmosenv.2024.120608
- Weathering crust formation outpaces melt-albedo feedback on blue ice shelves of East Antarctica G. Traversa & B. Di Mauro 10.1038/s43247-024-01896-5
- Measured black carbon deposition over the central Himalayan glaciers: Concentrations in surface snow and impact on snow albedo reduction C. Gul et al. 10.1016/j.apr.2024.102203
- Spatial variability of Saharan dust deposition revealed through a citizen science campaign M. Dumont et al. 10.5194/essd-15-3075-2023
- The Spatio-Temporal Variability in the Radiative Forcing of Light-Absorbing Particles in Snow of 2003–2018 over the Northern Hemisphere from MODIS J. Cui et al. 10.3390/rs15030636
- Environmentally Induced Snow Transmittance Variations in the Photosynthetic Spectral Domain: Photobiological Implications for Subnivean Vegetation under Climate Warming Conditions G. Baranoski & P. Varsa 10.3390/rs16050927
- A cleaner snow future mitigates Northern Hemisphere snowpack loss from warming D. Hao et al. 10.1038/s41467-023-41732-6
- Physically Based Thermal Infrared Snow/Ice Surface Emissivity for Fast Radiative Transfer Models N. Nalli et al. 10.3390/rs15235509
- Albedo change from snow algae blooms can contribute substantially to snow melt in the North Cascades, USA S. Healy & A. Khan 10.1038/s43247-023-00768-8
- Changes in Snow Surface Albedo and Radiative Forcing in the Chilean Central Andes Measured by In Situ and Remote Sensing Data L. Figueroa-Villanueva et al. 10.3390/w15183198
- Albedo reduction for snow surfaces contaminated with soot aerosols: Comparison of experimental results and models M. Lapuerta et al. 10.1080/02786826.2022.2091975
- Drivers of Dust-Enhanced Snowpack Melt-Out and Streamflow Timing S. Fassnacht et al. 10.3390/hydrology9030047
3 citations as recorded by crossref.
- 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
- SNICAR-ADv3: a community tool for modeling spectral snow albedo M. Flanner et al. 10.5194/gmd-14-7673-2021
- Retrieval of Snow Albedo and Total Ozone Column from Single-View MSI/S-2 Spectral Reflectance Measurements over Antarctica A. Kokhanovsky et al. 10.3390/rs13214404
Latest update: 13 Dec 2024
Short summary
We present the technical formulation and evaluation of a publicly available code and web-based model to simulate the spectral albedo of snow. Our model accounts for numerous features of the snow state and ambient conditions, including the the presence of light-absorbing matter like black and brown carbon, mineral dust, volcanic ash, and snow algae. Carbon dioxide snow, found on Mars, is also represented. The model accurately reproduces spectral measurements of clean and contaminated snow.
We present the technical formulation and evaluation of a publicly available code and web-based...