Articles | Volume 16, issue 10
https://doi.org/10.5194/tc-16-4223-2022
© 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-16-4223-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
11 Oct 2022
Research article |
| 11 Oct 2022
| 11 Oct 2022
Rain on snow (ROS) understudied in sea ice remote sensing: a multi-sensor analysis of ROS during MOSAiC (Multidisciplinary drifting Observatory for the Study of Arctic Climate)
Julienne Stroeve
CORRESPONDING AUTHOR
Centre for Earth Observation Science (CEOS), University of Manitoba, Winnipeg, Canada
National Snow and Ice Data Center (NSIDC), Cooperative Institute for Research in Environmental Science (CIRES), University of Colorado, Boulder, CO, USA
Department of Earth Science, University College London, UK
Vishnu Nandan
Centre for Earth Observation Science (CEOS), University of Manitoba, Winnipeg, Canada
Department of Geography, University of Calgary, Canada
Rosemary Willatt
Department of Earth Science, University College London, UK
Ruzica Dadic
Antarctic Research Centre, Victoria University of Wellington, New Zealand
WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
Philip Rostosky
Institute of Environmental Physics, University of Bremen, Bremen, Germany
Michael Gallagher
University of Colorado, Cooperative Institute for Research in Environmental Science (CIRES), National Oceanographic and Atmospheric Administration (NOAA) Physical Sciences Laboratory, Boulder, CO, USA
Robbie Mallett
Department of Earth Science, University College London, UK
Andrew Barrett
National Snow and Ice Data Center (NSIDC), Cooperative Institute for Research in Environmental Science (CIRES), University of Colorado, Boulder, CO, USA
Stefan Hendricks
Helmholtz Centre for Polar and Marine Research, Alfred Wegener Institute, Bremerhaven, Germany
Rasmus Tonboe
Department of Space Research and Technology – Microwaves and Remote Sensing, Technical University of Denmark, Copenhagen, Denmark
Michelle McCrystall
Centre for Earth Observation Science (CEOS), University of Manitoba, Winnipeg, Canada
Mark Serreze
National Snow and Ice Data Center (NSIDC), Cooperative Institute for Research in Environmental Science (CIRES), University of Colorado, Boulder, CO, USA
Linda Thielke
Institute of Environmental Physics, University of Bremen, Bremen, Germany
Gunnar Spreen
Institute of Environmental Physics, University of Bremen, Bremen, Germany
Thomas Newman
Department of Earth Science, University College London, UK
John Yackel
Department of Geography, University of Calgary, Canada
Robert Ricker
Norwegian Research Centre, Tromsø, Norway
Michel Tsamados
Department of Earth Science, University College London, UK
Amy Macfarlane
WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
Henna-Reetta Hannula
Space and Earth Observation Centre, Finnish Meteorological Institute, Helsinki, Finland
Martin Schneebeli
WSL Institute for Snow and Avalanche Research SLF, Davos, Switzerland
Viewed
Total article views: 3,736 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 07 Feb 2022)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 2,645 | 993 | 98 | 3,736 | 197 | 83 | 79 |
- HTML: 2,645
- PDF: 993
- XML: 98
- Total: 3,736
- Supplement: 197
- BibTeX: 83
- EndNote: 79
Total article views: 2,653 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 11 Oct 2022)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 1,989 | 593 | 71 | 2,653 | 102 | 61 | 54 |
- HTML: 1,989
- PDF: 593
- XML: 71
- Total: 2,653
- Supplement: 102
- BibTeX: 61
- EndNote: 54
Total article views: 1,083 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 07 Feb 2022)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 656 | 400 | 27 | 1,083 | 95 | 22 | 25 |
- HTML: 656
- PDF: 400
- XML: 27
- Total: 1,083
- Supplement: 95
- BibTeX: 22
- EndNote: 25
Viewed (geographical distribution)
Total article views: 3,736 (including HTML, PDF, and XML)
Thereof 3,604 with geography defined
and 132 with unknown origin.
Total article views: 2,653 (including HTML, PDF, and XML)
Thereof 2,570 with geography defined
and 83 with unknown origin.
Total article views: 1,083 (including HTML, PDF, and XML)
Thereof 1,034 with geography defined
and 49 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
13 citations as recorded by crossref.
- Towards Daily Snow Depth Estimation on Arctic Sea Ice during the Whole Winter Season from Passive Microwave Radiometer Data L. He et al. 10.1109/TGRS.2024.3358340
- Assessing past and future climatic influences on the availability of polar bear maternal denning habitat on Wrangel Island S. Chinn et al. 10.1016/j.ecolmodel.2023.110479
- A long-term proxy for sea ice thickness in the Canadian Arctic: 1996–2020 I. Glissenaar et al. 10.5194/tc-17-3269-2023
- Retrieval of Snow Depth on Arctic Sea Ice From Surface‐Based, Polarimetric, Dual‐Frequency Radar Altimetry R. Willatt et al. 10.1029/2023GL104461
- Performance of climate reanalyses in the determination of pan-Arctic terrestrial rain-on-snow events J. Tao et al. 10.1016/j.accre.2023.08.002
- Impact of Atmospheric Rivers on Future Poleward Moisture Transport and Arctic Climate in EC‐Earth2 M. Kolbe et al. 10.1029/2023JD038926
- Relevance of warm air intrusions for Arctic satellite sea ice concentration time series P. Rostosky & G. Spreen 10.5194/tc-17-3867-2023
- Sea ice concentration satellite retrievals influenced by surface changes due to warm air intrusions: A case study from the MOSAiC expedition J. Rückert et al. 10.1525/elementa.2023.00039
- Airborne Investigation of Quasi-Specular Ku-Band Radar Scattering for Satellite Altimetry Over Snow-Covered Arctic Sea Ice C. De Rijke-Thomas et al. 10.1109/TGRS.2023.3318263
- Inter-comparison of melt pond products from optical satellite imagery S. Lee et al. 10.1016/j.rse.2023.113920
- Hyperspectral Infrared Observations of Arctic Snow, Sea Ice, and Non-Frozen Ocean from the RV Polarstern during the MOSAiC Expedition October 2019 to September 2020 E. Nikolla et al. 10.3390/s23125755
- Contrasting extremely warm and long-lasting cold air anomalies in the North Atlantic sector of the Arctic during the HALO-(𝒜 𝒞)3 campaign A. Walbröl et al. 10.5194/acp-24-8007-2024
- C and K band microwave penetration into snow on sea ice studied with off-the-shelf tank radars A. Jutila & C. Haas 10.1017/aog.2023.47
13 citations as recorded by crossref.
- Towards Daily Snow Depth Estimation on Arctic Sea Ice during the Whole Winter Season from Passive Microwave Radiometer Data L. He et al. 10.1109/TGRS.2024.3358340
- Assessing past and future climatic influences on the availability of polar bear maternal denning habitat on Wrangel Island S. Chinn et al. 10.1016/j.ecolmodel.2023.110479
- A long-term proxy for sea ice thickness in the Canadian Arctic: 1996–2020 I. Glissenaar et al. 10.5194/tc-17-3269-2023
- Retrieval of Snow Depth on Arctic Sea Ice From Surface‐Based, Polarimetric, Dual‐Frequency Radar Altimetry R. Willatt et al. 10.1029/2023GL104461
- Performance of climate reanalyses in the determination of pan-Arctic terrestrial rain-on-snow events J. Tao et al. 10.1016/j.accre.2023.08.002
- Impact of Atmospheric Rivers on Future Poleward Moisture Transport and Arctic Climate in EC‐Earth2 M. Kolbe et al. 10.1029/2023JD038926
- Relevance of warm air intrusions for Arctic satellite sea ice concentration time series P. Rostosky & G. Spreen 10.5194/tc-17-3867-2023
- Sea ice concentration satellite retrievals influenced by surface changes due to warm air intrusions: A case study from the MOSAiC expedition J. Rückert et al. 10.1525/elementa.2023.00039
- Airborne Investigation of Quasi-Specular Ku-Band Radar Scattering for Satellite Altimetry Over Snow-Covered Arctic Sea Ice C. De Rijke-Thomas et al. 10.1109/TGRS.2023.3318263
- Inter-comparison of melt pond products from optical satellite imagery S. Lee et al. 10.1016/j.rse.2023.113920
- Hyperspectral Infrared Observations of Arctic Snow, Sea Ice, and Non-Frozen Ocean from the RV Polarstern during the MOSAiC Expedition October 2019 to September 2020 E. Nikolla et al. 10.3390/s23125755
- Contrasting extremely warm and long-lasting cold air anomalies in the North Atlantic sector of the Arctic during the HALO-(𝒜 𝒞)3 campaign A. Walbröl et al. 10.5194/acp-24-8007-2024
- C and K band microwave penetration into snow on sea ice studied with off-the-shelf tank radars A. Jutila & C. Haas 10.1017/aog.2023.47
Latest update: 22 Nov 2024
Short summary
Impacts of rain on snow (ROS) on satellite-retrieved sea ice variables remain to be fully understood. This study evaluates the impacts of ROS over sea ice on active and passive microwave data collected during the 2019–20 MOSAiC expedition. Rainfall and subsequent refreezing of the snowpack significantly altered emitted and backscattered radar energy, laying important groundwork for understanding their impacts on operational satellite retrievals of various sea ice geophysical variables.
Impacts of rain on snow (ROS) on satellite-retrieved sea ice variables remain to be fully...
