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Validation of SMOS sea ice thickness retrieval in the northern Baltic Sea Cover

Validation of SMOS sea ice thickness retrieval in the northern Baltic Sea

Open Access
|Dec 2015

References

  1. Alexandrov V. , Sandven S. , Wahlin J. , Johannessen O . The relation between sea ice thickness and freeboard in the arctic . Cryosphere . 2010 ; 4 ( 3 ): 373 380 .
  2. Andersen S. , Tonboe R. , Kaleschke L. , Heygster G. , Pedersen L . Intercomparison of passive microwave sea ice concentration retrievals over the high-concentration Arctic sea ice . J. Geophys. Res . 2007 ; 112 ( C8 ): C08 .
  3. Barber D. G. , Fung A. , Grenfell T. C. , Nghiem S. V. , Onstott R. G. , co-authors . The role of snow on microwave emission and scattering over first-year sea ice . IEEE Trans. Geosci. Remote Sens . 1998 ; 36 ( 5 ): 1750 1763 .
  4. Burke W. , Schmugge T. , Paris J . Comparison of 2.8- and 21-cm microwave radiometer observations over soils with emission model calculations . J. Geophys. Res . 1979 ; 84 ( C1 ): 287 294 .
  5. Cox G. , Weeks W . Equations for determining the gas and brine volumes in sea ice samples . J. Glaciol . 1983 ; 29 ( 102 ): 306 316 .
  6. Doane D. P . Aesthetic frequency classifications . Am. Stat . 1979 ; 30 ( 4 ): 181 183 .
  7. CESBIO . Expert Support Laboratories IPSL-Service d'Aéronomie, INRA-EPHYSE, Reading University, Tor Vergata University . SMOS Level 2 Processor for Soil Moisture – Algorithm Theoretical Based Document (ATBD) . 2007 ; Toronto, Canada. : Array Systems Computing Inc. .
  8. Fofonoff N. , Millard R . Algorithms for Computation of Fundamental Properties of Seawater . 1983 ; Paris, France : UNESCO, Technical Papers in Marine Science . Technical Report 44 .
  9. Frey R. , Ackerman S. A. , Liu Y. , Strabala K. , Zhang H. , co-authors . Cloud detection with MODIS. Part I: Improvements in the MODIS cloud mask for collection 5 . J. Atmos. Ocean. Technol . 2008 ; 25 : 1057 1072 .
  10. Granskog M. , Kaartokallio H. , Kuosa H. , Thomas D. , Vainio J . Sea ice in the Baltic Sea–a review . Estuar. Coast Shelf Sci . 2006 ; 70 ( 1–2 ): 145 160 .
  11. Haas C . Airborne electromagnetic sea ice thickness sounding in shallow, brackish water environments of the Caspian and Baltic Seas . Proceedings of OMAE2006 25th International Conference on Offshore Mechanics and Arctic Engineering .
  12. Haas C. , Casey A . Helicopterborne EM Ice Thickness Surveys During SafeWin 2011 Field Campaign . 2012 ; Edmonton, Canada : Technical Report, University of Alberta .
  13. Haas C. , Hendricks S. , Eicken H. , Herber A . Synoptic airborne thickness surveys reveal state of Arctic sea ice cover . Geophys. Res. Lett . 2010 ; 37 ( 9 ): L09501 .
  14. Haas C. , Jochmann P . Loeset S. , Bonnemaire B. , Bjerkas M . Continuous EM and ULS thickness profiling in support of ice force measurements . Proceedings of the 17th International Conference on Port and Ocean Engineering under Arctic Conditions, POAC 03 . 2003 ; Trondheim, Norway : Department of Civil and Transport Engineering, Norwegian University of Science . 849 856 .
  15. Haas C. , Lobach J. , Hendricks S. , Rabenstein L. , Pfaffling A . Helicopter-borne measurements of sea ice thickness, using a small and lightweight, digital EM system . J. Appl. Geophys . 2009 ; 67 ( 3 ): 234 241 .
  16. Hall D. , Key J. , Casey K. , Riggs G. , Cavalieri D . Sea ice surface temperature product from MODIS . IEEE Trans. Geosci. Remote Sens . 2004 ; 42 ( 5 ): 1076 1087 .
  17. Hallikainen M . Carsey F.D . Chapter: Microwave remote sensing of low-salinity sea ice . Microwave Remote Sensing of Sea Ice . 1992 ; Washington, DC : AGU . 361 373 .
  18. Huntemann M. , Heygster G. , Kaleschke L. , Krumpen T. , Mäkynen M. , co-authors . Empirical sea ice thickness retrieval during the freeze up period from SMOS high incident angle observations . Cryosphere . 2014 ; 8 ( 2 ): 439 451 .
  19. Hwang B. J. , Ehn J. K. , Barber D. G. , Galley R. , Grenfell T. C . Investigations of newly formed sea ice in the Cape Bathurst polynya: 2. Microwave emission . J. Geophys. Res . 2007 ; 112 ( C5 ): C05003 .
  20. Janssen F. , Schrum C. , Backhaus J . A climatological data set of temperature and salinity for the Baltic Sea and the North Sea . Deutsche Hydrographische Zeitschrift . 1999 ; 51 : 5 245 .
  21. Kaleschke L. , Lüpkes C. , Vihma T. , Haarpaintner J. , Bochert A. , co-authors . SSM/I sea ice remote sensing for mesoscale ocean-atmosphere interaction analysis . Can. J. Remote Sens . 2001 ; 27 ( 5 ): 526 537 .
  22. Kaleschke L. , Maaß N. , Haas C. , Hendricks S. , Heygster G. , co-authors . A sea-ice thickness retrieval model for 1.4 GHz radiometry and application to airborne measurements over low salinity sea-ice . Cryosphere . 2010 ; 4 : 583 592 .
  23. Kaleschke L. , Tian-Kunze X. , Maaß N. , Mäkynen M. , Drusch M . Sea ice thickness retrieval from SMOS brightness temperatures during the Arctic freeze-up period . Geophys. Res. Lett . 2012 ; 39 : L05501 .
  24. Kawamura T. , Shirasawa K. , Ishikawa N. , Lindfors A. , Rasmus K. , co-authors . Time-series observations of the structure and properties of brackish ice in the Gulf of Finland . Ann. Glaciol . 2001 ; 33 ( 1 ): 1 4 .
  25. Kerr Y. , Waldteufel P. , Wigneron J. , Martinuzzi J. , Font J. , co-authors . Soil moisture retrieval from space: the Soil Moisture and Ocean Salinity (SMOS) mission . IEEE Trans. Geosci. Remote Sens . 2001 ; 39 ( 8 ): 1729 1735 .
  26. Klein L. , Swift C . An improved model for the dielectric constant of sea water at microwave frequencies . IEEE Trans. Antennas Propag . 1977 ; 25 ( 1 ): 104 111 .
  27. Kwok R. , Rothrock D . Decline in Arctic sea ice thickness from submarine and ICESat records: 1958–2008 . Geophys. Res. Lett . 2009 ; 36 ( 15 ): L15501 .
  28. Laxon S. , Peacock N. , Smith D . High interannual variability of sea ice thickness in the Arctic region . Nature . 2003 ; 425 ( 6961 ): 947 950 .
  29. Leppäranta M. , Hakala R . The structure and strength of first-year ice ridges in the Baltic Sea . Cold Reg. Sci. Technol . 1992 ; 20 ( 3 ): 295 311 .
  30. Leppäranta M. , Myrberg K . Physical Oceanography of the Baltic Sea . 2009 ; Chichester, UK : Springer Science & Business Media .
  31. Maaß N . Remote sensing of sea ice thickness using SMOS data . Reports on Earth System Science . 2013 ; 131 Online at: http://www.mpimet.mpg.de/fileadmin/publikationen/Reports/WEB_BzE_131.pdf .
  32. Maaß N. , Kaleschke L . Improving passive microwave sea ice concentration algorithms for coastal areas: applications to the Baltic Sea . Tellus A . 2010 ; 62 ( 4 ): 393 410 .
  33. Maaß N. , Kaleschke L. , Tian-Kunze X. , Drusch M . Interactive comment on Snow thickness retrieval over thick Arctic sea ice using SMOS satellite data by N . Maaß et al. Cryosphere Discuss . 2013a ; 7 : C1480 C1484 .
  34. Maaß N. , Kaleschke L. , Tian-Kunze X. , Drusch M . Snow thickness retrieval over thick Arctic sea ice using SMOS satellite data . Cryosphere . 2013b ; 7 ( 6 ): 1971 1989 .
  35. Maaß N. , Kaleschke L. , Tian-Kunze X. , Tonboe R. T . Snow thickness retrieval from L–band brightness temperatures: a model comparison . Ann. Glaciol . 2015 ; 56 ( 69 ): 9 17 .
  36. Mäkynen M . Kaleschke L . SMOSIce-DAT user manual for the validation data. STSE-SMOS Sea Ice Retrieval Study SMOSIce Final Report . 2012 ; Hamburg, Germany : European Space Agency . 285 346 .
  37. Mäkynen M. , Cheng B. , Similä M . On the accuracy of thin-ice thickness retrieval using MODIS thermal imagery over Arctic first-year ice . Ann. Glaciol . 2013 ; 54 ( 62 ): 87 .
  38. Martin S. , Drucker R. , Kwok R. , Holt B . Estimation of the thin ice thickness and heat flux for the Chukchi Sea Alaskan coast polynya from Special Sensor Microwave/Imager data, 1990–2001 . J. Geophys. Res . 2004 ; 109 : C10012 .
  39. Mecklenburg S. , Drusch M. , Kerr Y. , Font J. , Martin-Neira M. , co-authors . ESA's soil moisture and ocean salinity mission: mission performance and operations . IEEE Trans. Geosci. Remote Sens . 2012 ; 50 ( 5 ): 1354 1366 .
  40. Mills P. , Heygster G . Sea ice emissivity modeling at L-band and application to 2007 Pol-Ice campaign field data . IEEE Trans. Geosci. Remote Sens . 2011 ; 49 ( 2 ): 612 627 .
  41. Naoki K. , Ukita J. , Nishio F. , Nakayama M. , Comiso J. C. , co-authors . Thin sea ice thickness as inferred from passive microwave and in situ observations . J. Geophys. Res . 2008 ; 113 ( C2 ): C02S16 .
  42. Nihashi S. , Ohshima K. I. , Tamura T. , Fukamachi Y. , Saitoh S.-I . Thickness and production of sea ice in the Okhotsk Sea coastal polynyas from AMSR-E . J. Geophys. Res. Oceans (1978–2012) . 2009 ; 114 ( C10 ): C10025 .
  43. Oliva R. , Daganzo E. , Kerr Y. , Mecklenburg S. , Nieto S. , co-authors . SMOS radio frequency interference scenario: status and actions taken to improve the RFI environment in the 1400–1427-MHz passive band . IEEE Trans. Geosci. Remote Sens . 2012 ; 50 ( 5 ): 1427 1439 .
  44. Palosuo E . Crystal structure of brackish and freshwater ice . Int. Assoc. Hydrol. Sci. Snow Ice Comm . 1961 ; 54 : 9 14 .
  45. Palosuo E . The Gulf of Bothnia in winter. II. Freezing and ice forms . Merentutkimuslaitoksen julkaisu/Havsforskningsinstitutets skrift . 1963 ; 209 : 1 64 .
  46. Palosuo E. , Leppäranta M. , Seinä A . Formation, thickness and stability of fast ice along the Finnish coast . Styrelsen för Vintersjfartsforskning/Winter Navigation Research Board . 1982 ; 36 : 51 .
  47. Perovich D. K. , Longacre J. , Barber D. G. , Maffione R. A. , Cota G. F. , co-authors . Field observations of the electromagnetic properties of first-year sea ice . IEEE Trans. Geosci. Remote Sens . 1998 ; 36 ( 5 ): 1705 1715 .
  48. Pinori S. , Crapolicchio R. , Mecklenburg S . Preparing the ESA-SMOS (soil moisture and ocean salinity) mission-overview of the user data products and data distribution strategy . Microwave Radiometry and Remote Sensing of the Environment, MICRORAD . 2008 ; 1 4 . IEEE, Firenze, Italy .
  49. Pounder E . The Physics of Ice . 1965 ; Pergamon Press : Oxford . The Commonwealth and International Library, Geophysics Division .
  50. Rabenstein L. , Hendricks S. , Martin T. , Pfaffhuber A. , Haas C . Thickness and surface-properties of different sea-ice regimes within the Arctic Trans Polar Drift: data from summers 2001, 2004 and 2007 . J. Geophys. Res . 2010 ; 115 ( C12 ): C12059 .
  51. Saloranta T . Modeling the evolution of snow, snow ice and ice in the Baltic Sea . Tellus A . 2000 ; 52 ( 1 ): 93 108 .
  52. Spreen G. , Kaleschke L. , Heygster G . Sea ice remote sensing using AMSR-E 89 GHz channels . J. Geophys. Res . 2008 ; 113 : C02S03 .
  53. Tamura T. , Ohshima K . Mapping of sea ice production in the Arctic coastal polynyas . J. Geophys. Res . 2011 ; 116 ( C7 ): C07030 .
  54. Tian-Kunze X. , Kaleschke L. , Maaß N. , Mäkynen M. , Serra N. , co-authors . SMOS derived sea ice thickness: algorithm baseline, product specifications and initial verification . Cryosphere . 2014 ; 8 ( 3 ): 997 1018 .
  55. Tiuri M. , Sihvola A. , Nyfors E. , Hallikainen M . The complex dielectric constant of snow at microwave frequencies . IEEE J. Ocean. Eng . 1984 ; 9 ( 5 ): 377 382 .
  56. Vant M. , Ramseier R. , Makios V . The complex-dielectric constant of sea ice at frequencies in the range 0.1–40 GHz . J. Appl. Phys . 1978 ; 49 ( 3 ): 1264 1280 .
  57. Wessel P. , Smith W . A global, self-consistent, hierarchical, high-resolution shoreline database . J. Geophys. Res. – Solid Earth . 1996 ; 101 ( B4 ): 8741 8743 .
  58. Yu Y. , Rothrock D . Thin ice thickness from satellite thermal imagery . J. Geophys. Res . 1996 ; 101 ( C11 ): 25753 25766 .
Language: English
Page range: 24617 - 24617
Submitted on: Apr 14, 2014
Accepted on: Dec 23, 2014
Published on: Dec 1, 2015
Published by: Stockholm University Press
In partnership with: Paradigm Publishing Services

© 2015 Nina Maaß, Lars Kaleschke, Xiangshan Tian–Kunze, Marko Mäkynen, Matthias Drusch, Thomas Krumpen, Stefan Hendricks, Mikko Lensu, Jari Haapala, Christian Haas, published by Stockholm University Press
This work is licensed under the Creative Commons Attribution 4.0 License.