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Quality Consistence Analysis of Satellite-based Sea Ice Concentration Products

위성기반 해빙 농도 산출물들의 품질 일관성 분석

  • Lee, Eunkyung (Division of Earth Environmental System Science (Major of Spatial Information Engineering), Pukyong National University) ;
  • Seo, Minji (Division of Earth Environmental System Science (Major of Spatial Information Engineering), Pukyong National University) ;
  • Lee, Kyeong-sang (Division of Earth Environmental System Science (Major of Spatial Information Engineering), Pukyong National University) ;
  • Choi, Sungwon (Division of Earth Environmental System Science (Major of Spatial Information Engineering), Pukyong National University) ;
  • Lee, Darae (Division of Earth Environmental System Science (Major of Spatial Information Engineering), Pukyong National University) ;
  • Jin, Donghyun (Division of Earth Environmental System Science (Major of Spatial Information Engineering), Pukyong National University) ;
  • Kwon, Chaeyoung (Division of Earth Environmental System Science (Major of Spatial Information Engineering), Pukyong National University) ;
  • Kim, Honghee (Division of Earth Environmental System Science (Major of Spatial Information Engineering), Pukyong National University) ;
  • Huh, Morang (P.K SYSTEM Inc.) ;
  • Han, Kyung-Soo (Division of Earth Environmental System Science (Major of Spatial Information Engineering), Pukyong National University)
  • 이은경 (부경대학교 지구환경시스템과학부 공간정보시스템공학과) ;
  • 서민지 (부경대학교 지구환경시스템과학부 공간정보시스템공학과) ;
  • 이경상 (부경대학교 지구환경시스템과학부 공간정보시스템공학과) ;
  • 최성원 (부경대학교 지구환경시스템과학부 공간정보시스템공학과) ;
  • 이다래 (부경대학교 지구환경시스템과학부 공간정보시스템공학과) ;
  • 진동현 (부경대학교 지구환경시스템과학부 공간정보시스템공학과) ;
  • 권채영 (부경대학교 지구환경시스템과학부 공간정보시스템공학과) ;
  • 김홍희 (부경대학교 지구환경시스템과학부 공간정보시스템공학과) ;
  • 허모랑 ((주)피케이시스템) ;
  • 한경수 (부경대학교 지구환경시스템과학부 공간정보시스템공학과)
  • Received : 2017.04.05
  • Accepted : 2017.06.01
  • Published : 2017.06.30

Abstract

We compared sea ice concentration(SIC) and sea ice extent(SIE) using EUMETSAT Ocean and Sea Ice Satellite Application Facilities(OSI SAF) and NASA Team(NT) sea ice algorithm in the Arctic during 1980-2010 to investigate the difference between sea ice data applied different algorithms. SIC and SIE of the two data showed different consistency by season and by sea area. Seasonally, SIC of OSI SAF was 0.85 % overall, 0.48 % in spring, 0.97 % in summer, 1.38 % in autumn and 0.66 % in winter higher than NT SIC. By sea area, OSI SAF SIC was 2.7 %, SIE was $198,000km^2$ higher than NT in Arctic Ocean, but in Lincoln Sea, OSI SAF SIC was 2.3 %, SIE was $20,000km^2$ lower than NT.

본 연구에서는 산출 방법에 따른 해빙 자료 간의 차이를 조사하기 위하여 1980-2010년 북극 지역의 EUMETSAT OSI SAF, NASA Team(NT)의 해빙 농도와 해빙 면적의 차이를 비교하였다. 그 결과 두 자료의 해빙 농도와 해빙 면적이 계절별, 해역별로 다른 일관성을 보였다. 계절별로는 OSI SAF의 해빙 농도가 전체적으로 0.85 %, 봄 0.48 %, 여름 0.97 %, 가을 1.38 %, 겨울 0.66 % 높게 나타났다. 해역별로는 북극해에서 OSI SAF의 해빙 농도가 2.7 %, 해빙 면적이 19.8만 $km^2$ 높았으나 링컨해 일부에서는 해빙 농도가 2.3 %, 해빙 면적이 2만 $km^2$ 낮게 나타났다.

Keywords

References

  1. Andersen, S., R. T. Tonboe and L. Kaleschke, 2006. Artic Sea Ice Thickness: Past, Present and Future, Proc. of International Workshop on Arctic Sea Ice Thickness : Past, Present and future, Rungsted, Denmark, Nov. 8-9, pp. 104-112.
  2. Bjorgo, E., O. M. Johannessen, and M. W. Miles, 1997. Analysis of merged SMMR?SSMI time series of Arctic and Antarctic sea ice parameters 1978-1995, Geophysical Research Letters, 24(4): 413-416. https://doi.org/10.1029/96GL04021
  3. Cavalieri, D. J., J. P. Crawford, M. R. Drinkwater, D. T. Eppler, L. D. Farmer, R. R. Jentz and C. C. Wackerman, 1991. Aircraft active and passive microwave validation of sea ice concentration from the Defense Meteorological Satellite Program Special Sensor Microwave Imager, Journal of Geophysical research, 96(C12): 21989-22008. https://doi.org/10.1029/91JC02335
  4. Comiso, J. C., 2010. Variability and trends of the global sea ice cover, Sea ice, 2: 205-246.
  5. Comiso, J. C., and F. Nishio, 2008. Trends in the sea ice cover using enhanced and compatible AMSR-E, SSM/I, and SMMR data, Journal of Geophysical Research: Oceans, 113(C2).
  6. Deser, C., and H. Teng, 2008. Evolution of Arctic sea ice concentration trends and the role of atmospheric circulation forcing, 1979-2007, Geophysical Research Letters, 35(2).
  7. Eastwood, S., T. Lavergne, and R. Tonboe, 2014. Algorithm theoretical basis document for the OSI SAF global reprocessed sea ice concentration product, EUMETSAT Network Satellite Application Facilities.
  8. Gloersen, P. and D. J. Cavalieri, 1986. Reduction of weather effects in the calculation of sea ice concentration from microwave radiances, Journal of Geophysical Research: Oceans, 91(C3): 3913-3919. https://doi.org/10.1029/JC091iC03p03913
  9. Honda, M., J. Inoue and S. Yamane, 2009. Influence of low Arctic sea-ice minima on anomalously cold Eurasian winters, Geophysical Research Letters, 36(8).
  10. Liu, J., J. A. Curry, H. Wang, M. Song and R. M. Horton, 2012. Impact of declining Arctic sea ice on winter snowfall, Proc. of the National Academy of Sciences, 109(11): 4074-4079. https://doi.org/10.1073/pnas.1114910109
  11. Lupkes, C., T. Vihma, G. Birnbaum, and U. Wacker, 2008. Influence of leads in sea ice on the temperature of the atmospheric boundary layer during polar night, Geophysical Research Letters, 35(3).
  12. Parkinson, C. L., D. Rind, R. J. Healy, and D. G. Martinson, 2001. The impact of sea ice concentration accuracies on climate model simulations with the GISS GCM, Journal of Climate, 14(12): 2606-2623. https://doi.org/10.1175/1520-0442(2001)014<2606:TIOSIC>2.0.CO;2
  13. Uiboupin, R., L. Axell, U. Raudsepp, and L. Sipelgas, 2010. Comparison of operational ice charts with satellite based ice concentration products in the Baltic Sea, Proc. of 2010 IEEE/OES US/EU Baltic International Symposium (BALTIC), Riga, Latvia, Aug. 25-27, pp. 1-8.
  14. Vancoppenolle, M., K. M. Meiners, C. Michel, L. Bopp, F. Brabant, G. Carnat, B. Delille. D. Lannuzel, G. Madec, S. Moreau J. L. Tison and P. Merwe, 2013. Role of sea ice in global biogeochemical cycles: emerging views and challenges, Quaternary science reviews, 79: 207-230. https://doi.org/10.1016/j.quascirev.2013.04.011