Articles | Volume 14, issue 7
The Cryosphere, 14, 2469–2493, 2020
The Cryosphere, 14, 2469–2493, 2020

Research article 28 Jul 2020

Research article | 28 Jul 2020

Satellite passive microwave sea-ice concentration data set inter-comparison for Arctic summer conditions

Stefan Kern et al.

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Cited articles

Burgard, C., Notz, D., Pedersen, L. T., and Tonboe, R. T.: The Arctic Ocean Observation Operator for 6.9 GHz (ARC3O) – Part 2: Development and evaluation, The Cryosphere Discuss.,, in review, 2020. 
Cavalieri D. J., Gloersen, P., and Campbell, W. J.: Determination of Sea Ice Parameters with the NIMBUS 7 SMMR. J. Geophys. Res., 89, 5355–5369, 1984. 
Cavalieri, D. J., Crawford, J., Drinkwater, M., Emery, W. J., Eppler, D. T., Farmer, L. D., Goodberlet, M., Jentz, R., Milman, A., Morris, C., Onstott, R., Schweiger, A., Shuchman, R., Steffen, K., Swift, C. T., Wackerman, C., and Weaver, R. L.: NASA sea ice validation program for the DMSP SSM/I: final report, NASA Technical Memorandum 104559, National Aeronautics and Space Administration, Washington, DC, 126 pp., 1992. 
Cavalieri, D. J., Burns, B. A., and Onstott, R. G.: Investigation of the effects of summer let on the calculation of sea ice concentration using active and passive microwave data, J. Geophys. Res., 95, 5359–5369, 1990. 
Cavalieri, D. J., Parkinson, C. L., Gloersen, P., Comiso, J. C., and Zwally, H. J.: Deriving long-term time series of sea ice cover from satellite passive-microwave multisensor data sets, J. Geophys. Res., 104, 15803–15814,, 1999. 
Short summary
Arctic sea-ice concentration (SIC) estimates based on satellite passive microwave observations are highly inaccurate during summer melt. We compare 10 different SIC products with independent satellite data of true SIC and melt pond fraction (MPF). All products disagree with the true SIC. Regional and inter-product differences can be large and depend on the MPF. An inadequate treatment of melting snow and melt ponds in the products’ algorithms appears to be the main explanation for our findings.