Analysis of multi-dimensional SAR for determining the thickness of thin sea ice in the Bohai Sea

Chinese Journal of Oceanology and Limnology

Volumn 31, Issue 3, 2013, Pages 681-698

  Zhang, Xi ^a   Zhang, Jie ^a   Meng, Junmin ^a   Su, Tengfei ^a  

^a FIRST INSTITUTE OF OCEANOGRAPHY   (China)

Author keywords

flat thin ice thickness retrieval; multi dimensional SAR; sea ice in the Bohai Sea

Indexed keywords

EID: 84877357939     PISSN: 02544059     EISSN: 19935005     Source Type: Journal    
DOI: 10.1007/s00343-013-2057-7     Document Type: Article

References (44)

1. Bai S, Wu H. 1998. Numerical sea ice forecast for the Bohai Sea. Acta Meteorologica Sinica, 56: 139-153. (in Chinese with English abstract).
2. Cox G, Weeks W. 1974. Salinity variations in sea ice. J. Glaciol., 13(67): 109-120.
3. Cox G, Weeks W. 1983. Equations for determining the gas and brine volumes in sea-ice samples. J. Glaciol., 29(102): 306-316.
4. Cox G, Weeks W. 1988. Numerical simulations of the profile properties of undeformed first-year sea ice during the growth season. J. Geophys. Res., 93(C10): 12 449-12 460.
5. Dierking W, Busche T. 2006. Sea ice monitoring by L-Band SAR: an assessment based on literature and comparisons of JERS-1 and ERS-1 imagery. IEEE Trans. Geosci. Remote Sensing, 44(2): 957-970.
6. Fukusako S. 1990. Thermophysical properties of ice, snow, and sea ice. Int. J. Thermophys., 11(2): 353-372.
7. Fung A K. 1994. Microwave Scattering and Emission Models and Their Applications. Artech House, Norwood. 573p.
8. Glover J, McCulloch J S G. 1958. The empirical relation between solar radiation an hours of sunshine. Quarter Journal of the Royal Meteorological Society of London, 84(5): 54-65.
9. Gu W, Zhang Q Y, Xie F et al. 2003. Estimation of the amount of sea ice resources in Liaodong gulf by climate statistics. Resources Science, 25(3): 9-16. (in Chinese with English abstract).
10. Ji S Y, Yue Q J, Zhang X. 2000. Thermodynamic analysis during sea ice growth in the Liaodong Bay. Marine Environmental Science, 19(3): 35-39. (in Chinese with English abstract).
11. Kim J W, Lim D J, Hwang B J. 2012. Characterization of Arctic Sea ice thickness using high-resolution spaceborne polarimetric SAR data. IEEE Trans. Geosci. Remote Sensing, 50(1): 13-22.
12. Kwok R, Nghiem S V, Yueh S H et al. 1995. Retrieval of thin ice thickness from multi-frequency polarimetric SAR data. Rem. Sens. Environ., 51: 361-374.
13. Kwok R, Rignot E, Holt B et al. 1992. Identification of sea ice types in spaceborne synthetic aperture radar data. J. Geophys. Res., 97(C2): 2 391-2 402.
14. Lee J S, Grunes M, Kwok R. 1994. Classification of multilook polarimetric SAR imagery based on complex wishart distribution. Int. J. Remote Sens., 15(11): 2 299-2 311.
15. Li Z J. 1999. Field Investigation of sea ice in the Liaodong Gulf. Marine Forecasts, 16(3): 48-56. (in Chinese with English abstract).
16. Martin S, Drucker R, Kwok R et al. 2004. 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., 109: C10012.
17. Martin S, Drucker R, Kwok R et al. 2005. Improvements in the estimates of ice thickness and production in the Chukchi Sea polynyas derived from AMSR-E. Geophys. Res. Lett., 32: L05505.
18. Matsuoka T, Uratsuka S, Satake M et al. 2001. CRL/NASDA airborne SAR (Pi-SAR) observations of sea ice in the sea of Okhotsk. Ann. Glaciol., 33: 115-119.
19. Maykut G. 1978. Energy exchange over young sea ice in the central Arctic. J. Geophys. Res., 83(C7): 3 646-3 658.
20. Maykut G. 1982. Large-scale heat exchange and ice production in the central Arctic. J. Geophys. Res., 87(C10): 7 991-7 984.
21. Nakamura K, Wakabayashi H, Naoki K et al. 2005. Observation of sea-ice thickness in the Sea of Okhotsk by using dualfrequency and fully polarimetric airborne SAR (Pi-SAR) data. IEEE Trans. Geosci. Remote Sensing, 43(11): 2 460-2 469.
22. Nakamura K, Wakabayashi H, Uto S et al. 2009. Observation of sea-ice thickness using ENVISAT data from Lützow-Holm Bay, East Antarctica. IEEE Geosci. Remote Sensing Lett., 6(2): 277-281.
23. Nghiem S V, Kong J A, Shin R T et al. 1993. A model with ellipsoidal scatterers for polarimetric remote sensing of anisotropic layered media. Radio Sci., 28(5): 687-703.
24. Nghiem S V, Kwok R, Yueh S H et al. 1995. Polarimetric signatures of sea ice 1. Theoretical model. J. Geophys. Res., 100(C7): 13 665-13 679.
25. Nghiem S V, Kwok R, Yueh S H et al. 1997. Evolution in Polarimetric signatures of thin saline ice under constant growth. Radio Sci., 32(1): 127-151.
26. Ning L, Xie F, Xu Y J et al. 2009. Using remote sensing to estimate sea ice thickness in the Bohai Sea, China based on ice type. Int. J. Remote Sensing, 30(17): 4 539-4 552.
27. Peterson I K, Prinsenberg S J, Holladay J S. 2008. Observations of sea ice thickness, surface roughness and ice motion in Amundsen Gulf. J. Geophys. Res., 113(C06016): 1-14.
28. Qu P, Zhao J P, Li S J et al. 2009. Spectral features of solar radiation in sea ice of Bohai Sea. Acta Oceanologica Sinica, 31(1): 37-43. (in Chinese with English abstract).
29. Rignot E, Drinkwater M R. 1994. Winter sea ice mapping from multiparameter synthetic aperture radar data. J. Glaciol., 40(134): 31-45.
30. Shih S E, Ding K H, Kong J A et al. 1998a. Saline ice thickness retrieval under diurnal thermal cycling conditions. IEEE Trans. Geosci. Remote Sensing, 36(5): 1 731-1 742.
31. Shih S E, Ding K H, Nghiem S V et al. 1998b. Thin saline ice thickness retrieval using time-series C-band polarimetric radar measurements. IEEE Trans. Geosci. Remote Sensing, 36(5): 1 589-1 598.
32. Small D, Miranda N, Meier E. 2009. A revised radiometric normalisation standard for SAR. IEEE Geoscience and Remote Sensing Symposium, 4: 566-569.
33. Tamura T, Ohshima K I, Markus T et al. 2007. Estimation of thin ice thickness and detection of fast ice from SSM/I data in the Antarctic Ocean. J. Atmos. Ocean. Technol., 24(10): 1 757-1 772.
34. Toyota T, Nakamura K, Uto S et al. 2009. Retrieval of sea ice thickness distribution in the seasonal ice zone from airborne L-band SAR. Int. J. Remote Sensing, 30(12): 3 171-3 189.
35. Tsang L, Kong J A, Newton R W. 1982. Application of strong fluctuation random medium theory to scattering of electromagnetic waves from a half-space of dielectric mixture, IEEE Trans. Antennas Propag., 30(2): 292-302.
36. Ulaby F T, Moore R K, Fung A K. 1986. Microwave Remote Sensing: Active and Passive, vol. 3, From Theory to Applications. Dedham, MA: Artech House.
37. Wakabayashi H, Matsuoka T, Nakamura K et al. 2004. Polarimetric characteristics of sea ice in the Sea oce Okhotsk observed by airborne L-band SAR. IEEE Trans. Geosci. Remote Sensing, 42(11): 2 412-2 425.
38. Wang A, Sun Y, Liu X. 2003. The exploitation and utilization of the ice in Bohai Sea used as freshwater resources and region sustainable development. Journal of Beijing Normal University (Social Science Edition), 177: 85-92. (in Chinese with English abstract).
39. Wang K G, Wang C X, Wu H D. 2000. A solution of sea ice thermodynamic process for the Bohai Sea. Marine Science Bulletin, 19(5): 1-11. (in Chinese with English abstract).
40. Weller G. 1972. Radiation flux investigation. AIDJEX Bull., 14: 28-30.
41. Xie F, Gu W, Ha S et al. 2006. An experimental study on the spectral characteristics of one-year-old sea ice in Bohai Sea, China. Int. J. Remote Sensing, 27(14): 3 057-3 063.
42. Yang G J. 2000. Sea Ice Engineering Science. Petroleum Industry Press, Beijing. (in Chinese).
43. Yue H B. 2008. Sea Ice Information Retrieval from Remote Sensing Images and Law Analysis of Liaodong Bay. Ph. D. Thesis, Ocean University of China, Qingdao. (in Chinese with English abstract).
44. Yue Q J, Ji S Y, Miao W D et al. 2000. Solar Radiation on Sea Ice in Liaodong Bay. Oceanologia et Limnologia Sinica, 31(5): 562-567. (in Chinese with English abstract).