Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2023, Vol. 20, No. 5, pp. 219-231
Variability of Arctic sea ice and sea water microwave emissivities
M.A. Zhivotovskaia
1 , E.V. Zabolotskikh
1 , S.M. Azarov
1 1 Russian State Hydrometeorological University, Saint Petersburg, Russia
Accepted: 14.08.2023
DOI: 10.21046/2070-7401-2023-20-5-219-231
In the paper, we analyze sea ice and sea water emissivities at frequencies 6.9; 10.65; 18.7; 23.8; 36.5 and 89 GHz in vertical and horizontal polarizations in the Arctic seas. The radiation coefficients were calculated for the period from January 1 to December 31, 2020, using average daily measurements of AMSR2 (Advanced Microwave Scanning Radiometer) and were based on the transport equation in the approximation of a non-scattering atmosphere using ERA5 reanalysis data for surface temperature and profiles of atmospheric meteorological parameters. To separate sea ice from sea water, satellite sea ice concentration product of the University of Bremen was used. The results of this paper indicate a significantly greater variability of sea emissivity than described in the literature. The variability of the emissivity of the Arctic sea ice increases with frequency and at frequency of 89 GHz is twice as high as at frequencies of 18.7; 23.8; 36.5 GHz.
Keywords: sea ice, Arctic, satellite microwave measurements, microwave radiometers
Full textReferences:
- Zabolotskikh E. V., Chapron B., Geophysical model functions for cold water microwave radiation dependency on wind speed in K and Ka range at an incidence angle of 55, Sovremennye problemy distantsionnogo zondirovaniya Zemli iz kosmosa, 2019, Vol. 16, No. 5, pp. 243–254 (in Russian), DOI: 10.21046/2070-7401-2019-16-5-243-254.
- Andersen S., Tonboe R., Kaleschke L. et al., Intercomparison of passive microwave sea ice concentration retrievals over the high-concentration Arctic sea ice, J. Geophysical Research, 2007, Vol. 112, No. C8, DOI: 10.1029/2006JC003543.
- Comiso J. C., Sea Ice Concentration and Extent, In: Encyclopedia of Remote Sensing, Njoku E. G. (ed.), New York: Springer, 2014, pp. 727–743, DOI: 10.1007/978-0-387-36699-9_162.
- Comiso J. C., Meier W. N., Gersten R., Variability and trends in the Arctic Sea ice cover: Results from different techniques, J. Geophysical Research: Oceans, 2017, Vol. 122, No. 8, pp. 6883–6900, DOI: 10.1002/2017JC012768.
- Eppler D. T., Farmer L. D., Lohanick A. W. et al., Passive Microwave Signatures of Sea Ice, In: Microwave Remote Sensing of Sea Ice, Geophysical Monograph Ser., F. Carsey (ed.), 1992, Vol. 68, pp. 47–71, https://doi.org/10.1029/GM068p0047.
- Garrity C., Characterization of Snow on Floating Ice and Case Studies of Brightness Temperature Changes During the Onset of Melt, In: Microwave Remote Sensing of Sea Ice, Geophysical Monograph Ser., F. Carsey (ed.), 1992, Vol. 68, pp. 313–328, https://doi.org/10.1029/GM068p0313.
- Hewison T. J., English S. J., Airborne retrievals of snow and ice surface emissivity at millimeter wavelengths, IEEE Trans. Geoscience and Remote Sensing, 1999, Vol. 37, No. 4, pp. 1871–1879, DOI: 10.1109/36.774700.
- Imaoka K., Kachi M., Kasahara M. et al., Instrument performance and calibration of AMSR-E and AMSR2, Intern. Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2010, Vol. 38, No. 8, pp. 13–18.
- Langlois A., Barber D. G., Passive microwave remote sensing of seasonal snow-covered sea ice, Progress in Physical Geography: Earth and Environment, 2007, Vol. 31(6), pp. 539–573, https://doi.org/10.1177/0309133307087082.
- Liu Q., Weng F., English S. J., An Improved Fast Microwave Water Emissivity Model, IEEE Trans. Geoscience and Remote Sensing, 2011, Vol. 49, No. 4, pp. 1238–1250, DOI: 10.1109/TGRS.2010.2064779.
- Mathew N., Heygster G., Melsheimer C., Surface emissivity of the Arctic sea ice at AMSR-E frequencies, IEEE Trans. Geoscience and Remote Sensing, 2009, Vol. 47, No. 12, pp. 4115–4124, DOI: 10.1109/TGRS.2009.2023667.
- Meissner T., Wentz F. J., The emissivity of the ocean surface between 6 and 90 GHz over a large range of wind speeds and earth incidence angles, IEEE Trans. Geoscience and Remote Sensing, 2012, Vol. 50, No. 8, pp. 3004–3026, DOI: 10.1109/TGRS.2011.2179662.
- Przybylak R., The Climate of the Arctic, Norwell, MA, USA: Kluwer Academic Publ., 2003, 270 p., DOI: 10.1002/joc.952.
- Spreen G., Kaleschke L., Heygster G., Sea ice remote sensing using AMSR-E 89-GHz channels, J. Geophysical Research: Oceans, 2008, Vol. 113, No. C2, Article C02S03, DOI: 10.1029/2005JC003384.
- Tedesco M., Mote T., Steffen K. et al., Remote sensing of melting snow and ice, In: Remote Sensing of the Cryosphere, Tedesco M. (ed.), Oxford: John Wiley and Sons, 2015, pp. 99–122, https://doi.org/10.1002/9781118368909.ch6.
- Tikhonov V. V., Khvostov I. V., Romanov A. N., Sharkov E. A., Theoretical study of ice cover phenology at large freshwater lakes based on SMOS MIRAS data, The Cryosphere, 2018, Vol. 12, No. 8, pp. 2727–2740, https://doi.org/10.5194/tc-12-2727-2018.
- Troy B. E., Hollinger J. P., Lerner R. M., Wisler M. M., Measurement of the microwave properties of sea ice at 90 GHz and lower frequencies, J. Geophysical Research: Oceans, 1981, Vol. 86, No. C5, pp. 4283–4289, https://doi.org/10.1029/JC086iC05p04283.
- Wentz F. J., Meissner T., Atmospheric absorption model for dry air and water vapor at microwave frequencies below 100 GHz derived from spaceborne radiometer observations, Radio Science, 2016, Vol. 51, No. 5, pp. 381–391, DOI: 10.1002/2015RS005858.
- Willmes S., Bareiss J., Haas C., Nicolaus M., The importance of diurnal processes for the seasonal cycle of sea-ice microwave brightness temperatures during early summer in the Weddell Sea, Annals of Glaciology, 2006, Vol. 44, pp. 297–302, https://doi.org/10.3189/172756406781811817.
- Willmes S., Nicolaus M., Haas C., The Microwave Emissivity Variability of Snow Covered First-Year Sea Ice from Late Winter to Early Summer: A Model Study, Cryosphere, 2014, Vol. 8, pp. 891–904, DOI: 10.5194/tc-8-891-2014.
- Zabolotskikh E., Azarov S., Wintertime Emissivities of the Arctic Sea Ice Types at the AMSR2 Frequencies, Remote Sensing, 2022, Vol. 14, Article 5927, DOI: 10.3390/rs14235927.
- Zabolotskikh E. V., Chapron B., Consideration of atmospheric effects for sea ice concentration retrieval from satellite microwave observations, Russian Meteorology and Hydrology, 2019, Vol. 44, No. 2, pp. 124–129, https://doi.org/10.3103/S1068373919020055.