Articles | Volume 16, issue 1
https://doi.org/10.5194/tc-16-349-2022
© 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-16-349-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
26 Jan 2022
Research article |
| 26 Jan 2022
| 26 Jan 2022
Satellite passive microwave sea-ice concentration data set intercomparison using Landsat data
Integrated Climate Data Center (ICDC), Center for Earth System Research and Sustainability (CEN), University of Hamburg, Hamburg, Germany
Thomas Lavergne
Research and Development Department, Norwegian Meteorological Institute, Oslo, Norway
Leif Toudal Pedersen
National Space Institute, Technical University of Denmark, Lyngby, Denmark
Rasmus Tage Tonboe
Danish Meteorological Institute, Copenhagen, Denmark
now at: National Space Institute, Technical University of Denmark, Lyngby, Denmark
Louisa Bell
Integrated Climate Data Center (ICDC), Center for Earth System Research and Sustainability (CEN), University of Hamburg, Hamburg, Germany
now at: Climate Service Center Germany (GERICS), Helmholtz-Zentrum Hereon, Hamburg, Germany
Maybritt Meyer
Integrated Climate Data Center (ICDC), Center for Earth System Research and Sustainability (CEN), University of Hamburg, Hamburg, Germany
now at: Federal Maritime and Hydrographic Agency, Hamburg, Germany
Luise Zeigermann
Integrated Climate Data Center (ICDC), Center for Earth System Research and Sustainability (CEN), University of Hamburg, Hamburg, Germany
now at: Faculty of Science for Physics and Physical Oceanography, Memorial University of Newfoundland, St. Johns, Canada
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Cited
17 citations as recorded by crossref.
- Comparison of Hemispheric and Regional Sea Ice Extent and Area Trends from NOAA and NASA Passive Microwave-Derived Climate Records W. Meier et al. 10.3390/rs14030619
- Daily Sea Ice Concentration Product over Polar Regions Based on Brightness Temperature Data from the HY-2B SMR Sensor S. Wu et al. 10.3390/rs15061692
- Estimating the uncertainty of sea-ice area and sea-ice extent from satellite retrievals A. Wernecke et al. 10.5194/tc-18-2473-2024
- Relevance of warm air intrusions for Arctic satellite sea ice concentration time series P. Rostosky & G. Spreen 10.5194/tc-17-3867-2023
- Intercomparison of Long-Term Sea Ice Concentration Remote Sensing Products in the Southern Ocean 佳. 李 10.12677/CCRL.2023.124085
- 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
- Evaluation of Microwave Radiometer Sea Ice Concentration Products over the Baltic Sea M. Mäkynen et al. 10.3390/rs16234430
- Resolution enhanced sea ice concentration: a new algorithm applied to AMSR2 microwave radiometry data J. Rusin et al. 10.1017/aog.2024.6
- Fifty years of Landsat science and impacts M. Wulder et al. 10.1016/j.rse.2022.113195
- Assessing the representation of Arctic sea ice and the marginal ice zone in ocean–sea ice reanalyses F. Cocetta et al. 10.5194/tc-18-4687-2024
- Updated Arctic melt pond fraction dataset and trends 2002–2023 using ENVISAT and Sentinel-3 remote sensing data L. Istomina et al. 10.5194/tc-19-83-2025
- Impact of varying solar angles on Arctic iceberg area retrieval from Sentinel-2 near-infrared data H. Fisser et al. 10.1017/aog.2024.39
- Evaluation of the AMSR2 Ice Extent at the Arctic Sea Ice Edge Using an SAR-Based Ice Extent Product Y. Sun et al. 10.1109/TGRS.2023.3281594
- Estimating Sea Ice Concentration From Microwave Radiometric Data for Arctic Summer Conditions Using Machine Learning X. Li & C. Xiong 10.1109/TGRS.2024.3382756
- A combined sea and sea-ice surface temperature climate dataset of the Arctic, 1982–2021 P. Nielsen-Englyst et al. 10.1016/j.rse.2022.113331
- An Arctic sea ice concentration data record on a 6.25 km polar stereographic grid from 3 years of Landsat-8 imagery H. Jung et al. 10.5194/essd-17-233-2025
- High Resolution Sea Ice Concentration Using a Sentinel-1 U-Net Ice-Water Classifier J. Rusin et al. 10.1109/JSTARS.2025.3553623
17 citations as recorded by crossref.
- Comparison of Hemispheric and Regional Sea Ice Extent and Area Trends from NOAA and NASA Passive Microwave-Derived Climate Records W. Meier et al. 10.3390/rs14030619
- Daily Sea Ice Concentration Product over Polar Regions Based on Brightness Temperature Data from the HY-2B SMR Sensor S. Wu et al. 10.3390/rs15061692
- Estimating the uncertainty of sea-ice area and sea-ice extent from satellite retrievals A. Wernecke et al. 10.5194/tc-18-2473-2024
- Relevance of warm air intrusions for Arctic satellite sea ice concentration time series P. Rostosky & G. Spreen 10.5194/tc-17-3867-2023
- Intercomparison of Long-Term Sea Ice Concentration Remote Sensing Products in the Southern Ocean 佳. 李 10.12677/CCRL.2023.124085
- 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
- Evaluation of Microwave Radiometer Sea Ice Concentration Products over the Baltic Sea M. Mäkynen et al. 10.3390/rs16234430
- Resolution enhanced sea ice concentration: a new algorithm applied to AMSR2 microwave radiometry data J. Rusin et al. 10.1017/aog.2024.6
- Fifty years of Landsat science and impacts M. Wulder et al. 10.1016/j.rse.2022.113195
- Assessing the representation of Arctic sea ice and the marginal ice zone in ocean–sea ice reanalyses F. Cocetta et al. 10.5194/tc-18-4687-2024
- Updated Arctic melt pond fraction dataset and trends 2002–2023 using ENVISAT and Sentinel-3 remote sensing data L. Istomina et al. 10.5194/tc-19-83-2025
- Impact of varying solar angles on Arctic iceberg area retrieval from Sentinel-2 near-infrared data H. Fisser et al. 10.1017/aog.2024.39
- Evaluation of the AMSR2 Ice Extent at the Arctic Sea Ice Edge Using an SAR-Based Ice Extent Product Y. Sun et al. 10.1109/TGRS.2023.3281594
- Estimating Sea Ice Concentration From Microwave Radiometric Data for Arctic Summer Conditions Using Machine Learning X. Li & C. Xiong 10.1109/TGRS.2024.3382756
- A combined sea and sea-ice surface temperature climate dataset of the Arctic, 1982–2021 P. Nielsen-Englyst et al. 10.1016/j.rse.2022.113331
- An Arctic sea ice concentration data record on a 6.25 km polar stereographic grid from 3 years of Landsat-8 imagery H. Jung et al. 10.5194/essd-17-233-2025
- High Resolution Sea Ice Concentration Using a Sentinel-1 U-Net Ice-Water Classifier J. Rusin et al. 10.1109/JSTARS.2025.3553623
Latest update: 08 May 2025
Short summary
High-resolution clear-sky optical satellite imagery has rarely been used to evaluate satellite passive microwave sea-ice concentration products beyond case-study level. By comparing 10 such products with sea-ice concentration estimated from > 350 such optical images in both hemispheres, we expand results of earlier evaluation studies for these products. Results stress the need to look beyond precision and accuracy and to discuss the evaluation data’s quality and filters applied in the products.
High-resolution clear-sky optical satellite imagery has rarely been used to evaluate satellite...
