Articles | Volume 16, issue 10
https://doi.org/10.5194/tc-16-4185-2022
© Author(s) 2022. 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-16-4185-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Assessing bare-ice albedo simulated by MAR over the Greenland ice sheet (2000–2021) and implications for meltwater production estimates
Lamont-Doherty Earth Observatory, Columbia University, Palisades, NY,
USA
Marco Tedesco
Lamont-Doherty Earth Observatory, Columbia University, Palisades, NY,
USA
NASA Goddard Institute for Space Studies, New York, NY, USA
Xavier Fettweis
Department of Geography, University of Liège, Liège, Belgium
Patrick Alexander
Lamont-Doherty Earth Observatory, Columbia University, Palisades, NY,
USA
NASA Goddard Institute for Space Studies, New York, NY, USA
Willem Jan van de Berg
Institute for Marine and Atmospheric research Utrecht, Utrecht University,
Utrecht, the Netherlands
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Cited
15 citations as recorded by crossref.
- Spatially Heterogeneous Effects of Atmospheric Circulation on Greenland Ice Sheet Melting H. Wang et al. https://doi.org/10.3390/atmos15010057
- PIXAL: a physics-inspired explainable machine learning architecture for Greenland ice albedo modeling R. Antwerpen et al. https://doi.org/10.5194/tc-20-3131-2026
- Mapping and visualizing global knowledge on planetary health in the climate change context: a comprehensive exploration of insights, trends, and research priorities S. Zyoud & A. Zyoud https://doi.org/10.1007/s43621-024-00499-6
- Enhanced MODIS-derived ice physical properties within the Common Land Model (CoLM) revealing bare-ice–snow albedo feedback over Greenland S. Guo et al. https://doi.org/10.5194/tc-19-3553-2025
- Dark ice in a warming world: advances and challenges in the study of Greenland Ice Sheet's biological darkening L. Halbach et al. https://doi.org/10.1017/aog.2023.17
- Variations in Greenland surface melt and extreme events from 1958 to 2023 Q. Zhang et al. https://doi.org/10.1016/j.accre.2025.05.004
- Record-breaking Greenland ice sheet melt events under recent and future climate J. Bonsoms et al. https://doi.org/10.1038/s41467-026-69543-5
- Bias in modeled Greenland Ice Sheet melt revealed by ASCAT A. Puggaard et al. https://doi.org/10.5194/tc-19-2963-2025
- Bridging the spatiotemporal ice sheet mass change data gap between GRACE and GRACE-FO in Greenland using machine learning method Z. Shi et al. https://doi.org/10.1016/j.jhydrol.2024.130622
- Global sensitivity analysis of simulated remote sensing polarimetric observations over snow M. Ottaviani et al. https://doi.org/10.5194/amt-17-4737-2024
- Surface processes darkening the southwestern ice sheet of Kalaallit Nunaat (Greenland) L. Chevrollier et al. https://doi.org/10.1126/sciadv.ady9482
- Control of the temperature signal in Antarctic proxies by snowfall dynamics A. Servettaz et al. https://doi.org/10.5194/tc-17-5373-2023
- Evaluation of meltwater-over-accumulation ratio as a predictor of surface ponding on Antarctic ice shelves E. Glazer & K. Tinto https://doi.org/10.5194/tc-20-5131-2026
- High spatial resolution Greenland Ice Sheet mass change linked to Greenland Blocking and North Atlantic Oscillation Z. Shi et al. https://doi.org/10.1016/j.jag.2026.105327
- The anomalously warm summer of 2023 over Greenland as compared to previous record melt summers of 2012 and 2019 A. Mchedlishvili et al. https://doi.org/10.5194/tc-20-2895-2026
15 citations as recorded by crossref.
- Spatially Heterogeneous Effects of Atmospheric Circulation on Greenland Ice Sheet Melting H. Wang et al. https://doi.org/10.3390/atmos15010057
- PIXAL: a physics-inspired explainable machine learning architecture for Greenland ice albedo modeling R. Antwerpen et al. https://doi.org/10.5194/tc-20-3131-2026
- Mapping and visualizing global knowledge on planetary health in the climate change context: a comprehensive exploration of insights, trends, and research priorities S. Zyoud & A. Zyoud https://doi.org/10.1007/s43621-024-00499-6
- Enhanced MODIS-derived ice physical properties within the Common Land Model (CoLM) revealing bare-ice–snow albedo feedback over Greenland S. Guo et al. https://doi.org/10.5194/tc-19-3553-2025
- Dark ice in a warming world: advances and challenges in the study of Greenland Ice Sheet's biological darkening L. Halbach et al. https://doi.org/10.1017/aog.2023.17
- Variations in Greenland surface melt and extreme events from 1958 to 2023 Q. Zhang et al. https://doi.org/10.1016/j.accre.2025.05.004
- Record-breaking Greenland ice sheet melt events under recent and future climate J. Bonsoms et al. https://doi.org/10.1038/s41467-026-69543-5
- Bias in modeled Greenland Ice Sheet melt revealed by ASCAT A. Puggaard et al. https://doi.org/10.5194/tc-19-2963-2025
- Bridging the spatiotemporal ice sheet mass change data gap between GRACE and GRACE-FO in Greenland using machine learning method Z. Shi et al. https://doi.org/10.1016/j.jhydrol.2024.130622
- Global sensitivity analysis of simulated remote sensing polarimetric observations over snow M. Ottaviani et al. https://doi.org/10.5194/amt-17-4737-2024
- Surface processes darkening the southwestern ice sheet of Kalaallit Nunaat (Greenland) L. Chevrollier et al. https://doi.org/10.1126/sciadv.ady9482
- Control of the temperature signal in Antarctic proxies by snowfall dynamics A. Servettaz et al. https://doi.org/10.5194/tc-17-5373-2023
- Evaluation of meltwater-over-accumulation ratio as a predictor of surface ponding on Antarctic ice shelves E. Glazer & K. Tinto https://doi.org/10.5194/tc-20-5131-2026
- High spatial resolution Greenland Ice Sheet mass change linked to Greenland Blocking and North Atlantic Oscillation Z. Shi et al. https://doi.org/10.1016/j.jag.2026.105327
- The anomalously warm summer of 2023 over Greenland as compared to previous record melt summers of 2012 and 2019 A. Mchedlishvili et al. https://doi.org/10.5194/tc-20-2895-2026
Saved (final revised paper)
Latest update: 11 Nov 2026
Short summary
The ice on Greenland has been melting more rapidly over the last few years. Most of this melt comes from the exposure of ice when the overlying snow melts. This ice is darker than snow and absorbs more sunlight, leading to more melt. It remains challenging to accurately simulate the brightness of the ice. We show that the color of ice simulated by Modèle Atmosphérique Régional (MAR) is too bright. We then show that this means that MAR may underestimate how fast the Greenland ice is melting.
The ice on Greenland has been melting more rapidly over the last few years. Most of this melt...
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