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Journal of Oceanology and Limnology

, Volume 37, Issue 1, pp 18–37 | Cite as

Satellite-observed trends in the Arctic sea ice concentration for the period 1979–2016

  • Yunhe Wang
  • Haibo BiEmail author
  • Haijun HuangEmail author
  • Yanxia Liu
  • Yilin Liu
  • Xi Liang
  • Min Fu
  • Zehua Zhang
Physics

Abstract

Arctic sea ice cover has decreased dramatically over the last three decades. This study quantifies the sea ice concentration (SIC) trends in the Arctic Ocean over the period of 1979–2016 and analyzes their spatial and temporal variations. During each month the SIC trends are negative over the Arctic Ocean, wherein the largest (smallest) rate of decline found in September (March) is -0.48%/a (-0.10%/a). The summer (-0.42%/a) and autumn (-0.31%/a) seasons show faster decrease rates than those of winter (-0.12%/a) and spring (-0.20%/a) seasons. Regional variability is large in the annual SIC trend. The largest SIC trends are observed for the Kara (-0.60%/a) and Barents Seas (-0.54%/a), followed by the Chukchi Sea (-0.48%/a), East Siberian Sea (-0.43%/a), Laptev Sea (-0.38%/a), and Beaufort Sea (-0.36%/a). The annual SIC trend for the whole Arctic Ocean is -0.26%/a over the same period. Furthermore, the infl uences and feedbacks between the SIC and three climate indexes and three climatic parameters, including the Arctic Oscillation (AO), North Atlantic Oscillation (NAO), Dipole anomaly (DA), sea surface temperature (SST), surface air temperature (SAT), and surface wind (SW), are investigated. Statistically, sea ice provides memory for the Arctic climate system so that changes in SIC driven by the climate indices (AO, NAO and DA) can be felt during the ensuing seasons. Positive SST trends can cause greater SIC reductions, which is observed in the Greenland and Barents Seas during the autumn and winter. In contrast, the removal of sea ice (i.e., loss of the insulating layer) likely contributes to a colder sea surface (i.e., decreased SST), as is observed in northern Barents Sea. Decreasing SIC trends can lead to an in-phase enhancement of SAT, while SAT variations seem to have a lagged infl uence on SIC trends. SW plays an important role in the modulating SIC trends in two ways: by transporting moist and warm air that melts sea ice in peripheral seas (typically evident inthe Barents Sea) and by exporting sea ice out of the Arctic Ocean via passages into the Greenland and Barents Seas, including the Fram Strait, the passage between Svalbard and Franz Josef Land (S-FJL), and the passage between Franz Josef Land and Severnaya Zemlya (FJL-SZ).

Keyword

sea ice concentration (SIC) Arctic Ocean surface air temperature (SAT) sea surface temperature (SST) surface wind (SW) interannual and decadal oscillation 

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Notes

Acknowledgement

Thanks are given to the National Snow and Ice Data Center for providing the sea ice concentration data. The sea surface temperature (SST), air temperature, V-wind and U-wind data were obtained from the NOAA/OAR/ESRL PSD, Boulder, Colorado, USA. Thanks to Professor WU Bingyi of Fudan University for providing Dipole Anomaly (DA) data. It is thankful for the insightful comments from the two anonymous reviewers.

References

  1. Bi H B, Sun K, Zhou X et al. 2016. Arctic sea ice area export through the fram strait estimated from satellite–based data: 1988–2012. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9 (7): 3 144–3 157.CrossRefGoogle Scholar
  2. Comiso J C, Hall D K. 2014. Climate trends in the Arctic as observed from space. Wiley Interdisciplinary Reviews: Climate Change, 5 (3): 389–409.Google Scholar
  3. Comiso J C, Nishio F. 2008. Trends in the sea ice cover using enhanced and compatible AMSRE, SSM/I, and SMMR data. Journal of Geophysical Research, 113 (C2): C02S07.Google Scholar
  4. Comiso J C, Parkinson C L, Gersten R et al. 2008. Accelerated decline in the Arctic sea ice cover. Geophysical Research Letters, 35 (1): L01703,.CrossRefGoogle Scholar
  5. Comiso J C. 2001. Correlation and trend studies of the sea–ice cover and surface temperatures in the Arctic. Annals of Glaciology, 34: 420–428.CrossRefGoogle Scholar
  6. Comiso J C. 2012. Large decadal decline of the arctic multiyear ice cover. Journal of Climate, 25 (4): 1 176–1 193.CrossRefGoogle Scholar
  7. Ding Q H, Schweiger A, L’Heureux M et al. 2017. Influence of high–latitude atmospheric circulation changes on summertime Arctic sea ice. Nature Climate Change, 7 (4): 289–295.CrossRefGoogle Scholar
  8. Francis J A, Hunter E. 2006. New insight into the disappearing arctic sea ice. Eos, Transactions American Geophysical Union, 87 (46): 509–511.CrossRefGoogle Scholar
  9. Francis J A, Hunter E. 2007. Drivers of declining sea ice in the Arctic winter: a tale of two seas. Geophysical Research Letters, 34 (17): L17503.Google Scholar
  10. Gerdes R. 2006. Atmospheric response to changes in Arctic sea ice thickness. Geophysical Research Letters, 33 (18): L18709.CrossRefGoogle Scholar
  11. Guo J Y, Chang X T, Cheinway H et al. 2010a. Oceanic surface geostrophic velocities determined with satellite altimetric crossover method. Chinese Journal of Geophysics, 53 (6): 2 582–2 589.Google Scholar
  12. Guo J Y, Gao Y G, Chang X T et al. 2010b. Optimal threshold algorithm of EnviSat waveform retracking over coastal sea. Chinese Journal of Geophysics, 53 (2): 231–239.CrossRefGoogle Scholar
  13. Guo J Y, Jian Q, Kong Q L et al. 2012. On simulation of precise orbit determination of HY–2 with centimeter precision based on satellite–borne GPS technique. Applied Geophysics, 9 (1): 95–107.CrossRefGoogle Scholar
  14. Guo J, Liu X, Chen Y et al. 2014. Local normal height connection across sea with ship–borne gravimetry and GNSS techniques. Marine Geophysical Research, 35 (2): 141–148.CrossRefGoogle Scholar
  15. Heygster G, Alexandrov V, Dybkjær G et al. 2012. Remote sensing of sea ice: advances during the DAMOCLES project. The Cryosphere, 6 (6): 1 411–1 434.CrossRefGoogle Scholar
  16. Holl M M, Stroeve J. 2011. Changing seasonal sea ice predictor relationships in a changing Arctic climate. Geophysical Research Letters, 38 (18): L18501.Google Scholar
  17. Holland M M. 2003. The north Atlantic oscillation–arctic oscillation in the CCSM2 and its influence on arctic climate variability. Journal of Climate, 16 (16): 2 767–2 781.CrossRefGoogle Scholar
  18. Holland P R. 2014. The seasonality of Antarctic sea ice trends. Geophysical Research Letters, 41 (12): 4 230–4 237.CrossRefGoogle Scholar
  19. Ikeda M, Wang J, Makshtas A. 2003. Importance of clouds to the decaying trend and decadal variability in the Arctic ice cover. Journal of the Meteorological Society of Japan, 81 (1): 179–189.CrossRefGoogle Scholar
  20. Ikeda M, Wang J, Zhao J P. 2001. Hypersensitive decadal oscillations in the Arctic/Subarctic climate. Geophysical Research Letters, 28 (7): 1 275–1 278.CrossRefGoogle Scholar
  21. Jakobson E, Vihma T, Palo T et al. 2012. Validation of atmospheric reanalyses over the central Arctic Ocean. Geophysical Research Letters, 39 (10): L10802.CrossRefGoogle Scholar
  22. Jung T, Hilmer M. 2001. The link between the North Atlantic Oscillation and Arctic Sea Ice Export through fram strait. Journal of Climate, 14 (19): 3 932–3 943.CrossRefGoogle Scholar
  23. Kay J E, T L’Ecuyer, Gettelman A et al. 2008. The contribution of cloud and radiation anomalies to the 2007 Arctic sea ice extent minimum. Geophysical Research Letters, 35 (8): L08503.CrossRefGoogle Scholar
  24. Kharbouche S, Muller J P. 2017. Production of Arctic Sea–ice Albedo by fusion of MISR and MODIS data. In: Proceedings of the 19th EGU General Assembly Conference.EGU, Vienna, Austria.Google Scholar
  25. Kwok R, Cunningham G F, Wensnahan M et al. 2009. Thinning and volume loss of the Arctic Ocean sea ice cover: 2003–2008. Journal of Geophysical Research, 114 (C7): C07005.Google Scholar
  26. Kwok R, Maslowski W, Laxon S W. 2005. On large outflows of Arctic sea ice into the Barents Sea. Geophysical Research Letters, 32 (22): L22503.CrossRefGoogle Scholar
  27. Kwok R. 2000. Recent changes in Arctic Ocean sea ice motion associated with the North Atlantic Oscillation. Geophysical Research Letters, 27 (6): 775–778.CrossRefGoogle Scholar
  28. Kwok R. 2008. Summer sea ice motion from the 18 GHz channel of AMSR–E and the exchange of sea ice between the Pacific and Atlantic sectors. Geophysical Research Letters, 35 (3): L03504.CrossRefGoogle Scholar
  29. Kwok R. 2009. Outflow of Arctic Ocean sea ice into the Greenland and Barents Seas: 1979–2007. Journal of Climate, 22 (9): 2 438–2 457.CrossRefGoogle Scholar
  30. Laxon S W, Giles K A, Ridout A L et al. 2013. CryoSat–2 estimates of Arctic sea ice thickness and volume. Geophysical Research Letters, 40 (4): 732–737.CrossRefGoogle Scholar
  31. Liu J P, Curry J A, Hu Y Y. 2004. Recent Arctic Sea Ice variability: connections to the Arctic oscillation and the ENSO. Geophysical Research Letters, 31 (9): L09211.Google Scholar
  32. Liu N, Lin L, Kong B et al. 2016a. Association between Arctic autumn sea ice concentration and early winter precipitation in China. Acta Oceanologica Sinica, 35 (5): 73–78.CrossRefGoogle Scholar
  33. Liu N, Lin L, Wang Y et al. 2016b. Arctic autumn sea ice decline and Asian winter temperature anomaly. Acta Oceanologica Sinica, 35 (7): 36–41.CrossRefGoogle Scholar
  34. Liu Y H, Key J R, Liu Z Y et al. 2012. A cloudier Arctic expected with diminishing sea ice. Geophysical Research Letters, 39 (5): L05705.CrossRefGoogle Scholar
  35. Liu Y H, Key J R, Wang X J. 2006. The influence of changes in cloud cover on recent surface temperature trends in the Arctic. Journal of Climate, 21 (4): 705–715.CrossRefGoogle Scholar
  36. Liu Y H, Key J R, Wang X J. 2009. Influence of changes in sea ice concentration and cloud cover on recent Arctic surface temperature trends. Geophysical Research Letters, 36 (20): L20710.CrossRefGoogle Scholar
  37. Liu Y H, Key J R. 2014. Less winter cloud aids summer 2013 Arctic sea ice return from 2012 minimum. Environmental Research Letters, 9 (4): 044002.CrossRefGoogle Scholar
  38. Liu Z, Schweiger A. 2017. Synoptic conditions, clouds, and sea ice melt onset in the Beaufort and Chukchi Seasonal Ice Zone. Journal of Climate, 30 (17): 6 999–7 016.CrossRefGoogle Scholar
  39. Long Z X, Perrie W. 2017. Changes in ocean temperature in the Barents Sea in the twenty–first century. Journal of Climate, 30 (15): 5 901–5 921.CrossRefGoogle Scholar
  40. Lüpkes C, Vihma T, Birnbaum G et al. 2008. Influence of leads in sea ice on the temperature of the atmospheric boundary layer during polar night. Geophysical Research Letters, 35 (3): L03805.CrossRefGoogle Scholar
  41. Maslanik J A, Fowler C, Stroeve J et al. 2007b. A younger, thinner Arctic ice cover: Increased potential for rapid, extensive seaice loss. Geophysical Research Letters, 34 (24): L24501.Google Scholar
  42. Maslanik J, Drobot S, Fowler C et al. 2007a. On the Arctic climate paradox and the continuing role of atmospheric circulation in affecting sea ice conditions. Geophysical Research Letters, 34 (3): L03711.CrossRefGoogle Scholar
  43. Maslanik J, Stroeve J, Fowler C et al. 2011. Distribution and trends in Arctic sea ice age through spring 2011. Geophysical Research Letters, 38 (13): L13502.CrossRefGoogle Scholar
  44. Maykut G A, Grenfell T C, Weeks W F. 1992. On estimating spatial and temporal variations in the properties of ice in the polar oceans. Journal of Marine Systems, 3 (1–2): 41–72.CrossRefGoogle Scholar
  45. Mei L, Xue Y, Xu H et al. 2012. Validation and analysis of aerosoloptical thickness retrieval over land. International Journal of Remote Sensing, 33 (3): 781–803.CrossRefGoogle Scholar
  46. Meier W N, Stroeve J, Fetterer F. 2007. Whither Arctic sea ice? A clear signal of decline regionally, seasonally and extending beyond the satellite record. Annals of Glaciology, 46 (1): 428–434.CrossRefGoogle Scholar
  47. Nghiem S V, Rigor I G, Perovich D K et al. 2007. Rapid reduction of Arctic perennial sea ice. Geophysical Research Letters, 34 (19): L19504.CrossRefGoogle Scholar
  48. Overland J, Francis J A, Hall R et al. 2015. The melting arctic and midlatitude weather patterns: are they connected? Journal of Climate, 28 (20): 7 917–7 932.CrossRefGoogle Scholar
  49. Parkinson C L, Cavalieri D J, Gloersen P et al. 1999. Arctic sea ice extents, areas, and trends, 1978–1996. Journal of Geophysical Research, 104 (C9): 20 837–20 856.Google Scholar
  50. Parkinson C L, Cavalieri D J. 2012. Arctic sea ice variability and trends, 1979–2010. The Cryosphere, 6 (4): 871–880.CrossRefGoogle Scholar
  51. Parkinson C L, Comiso J C. 2013. On the 2012 record low Arctic sea ice cover: combined impact of preconditioning and an August storm. Geophysical Research Letters, 40 (7): 1 356–1 361.CrossRefGoogle Scholar
  52. Parkinson C L, Washington W M. 1979. A largescale numerical model of sea ice. Journal of Geophysical Research, 84 (C1): 311–337.Google Scholar
  53. Perovich D K, Light B, Eicken H et al. 2007. Increasing solar heating of the Arctic Ocean and adjacent seas, 1979–2005: attribution and role in the ice–albedo feedback. Geophysical Research Letters, 34 (19): L19505.Google Scholar
  54. Perovich D K, RichterMenge J A, Jones K F et al. 2008. Sunlight, water, and ice: extreme Arctic sea ice melt during the summer of 2007. Geophysical Research Letters, 35 (11): L11501.Google Scholar
  55. Perovich D K, Richter–Menge J A. 2009. Loss of sea ice in the Arctic. Annual Review of Marine Science, 1: 417–441.CrossRefGoogle Scholar
  56. Polyakov I V, Timokhov L A, Alexeev V A et al. 2010. Arctic Ocean warming contributes to reduced polar ice cap. Journal of Physical Oceanography, 40 (12): 2 743–2 756.CrossRefGoogle Scholar
  57. Rayner N A, Parker D E, Horton E B et al. 2003. Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century. Journal of Geophysical Research, 108 (D14): 4 407.Google Scholar
  58. Reynolds R W, Rayner N A, Smith T M et al. 2002. An improved in situ and satellite SST analysis for climate. Journal of Climate, 15 (13): 1 609–1 625.CrossRefGoogle Scholar
  59. Reynolds R W, Smith T M, Liu C Y et al. 2007. Daily highresolution–blended analyses for sea surface temperature. Journal of Climate, 20 (22): 5 473–5 496.CrossRefGoogle Scholar
  60. Reynolds R W, Smith T M. 1994. Improved global sea surface temperature analyses using optimum interpolation. Journal of Climate, 7 (6): 929–948.CrossRefGoogle Scholar
  61. Rigor I G, Wallace J M, Colony R L. 2002. Response of sea ice to the Arctic oscillation. Journal of Climate, 15 (18): 2 648–2 663.CrossRefGoogle Scholar
  62. Rothrock D A, Yu Y, Maykut G A. 1999. Thinning of the Arctic sea–ice cover. Geophysical Research Letters, 26 (23): 3 469–3 472.CrossRefGoogle Scholar
  63. Ruckert K L, Shaffer G, Pollard D et al. 2016. The neglect of cliffinstability can underestimate warming period melting in Antarctic ice sheet models. PLoS One, 12 (1): e0170052.CrossRefGoogle Scholar
  64. Screen J A, Deser C, Sun L T. 2015. Projected changes in regional climate extremes arising from Arctic sea ice loss. Environmental Research Letters, 10 (8): 084006.CrossRefGoogle Scholar
  65. Screen J A, Simmonds I. 2010. The central role of diminishing sea ice in recent Arctic temperature amplification. Nature, 464 (7293): 1 334–1 337.CrossRefGoogle Scholar
  66. Sedlar J, Tjernström M. 2017. Clouds, warm air, and a climate cooling signal over the summer Arctic. Geophysical Research Letters, 44 (2): 1 095–1 103.CrossRefGoogle Scholar
  67. Seierstad I A, Bader J. 2009. Impact of a projected future Arctic Sea Ice reduction on extratropical storminess and the NAO. Climate Dynamics, 33 (7–8): 937–943.CrossRefGoogle Scholar
  68. Serreze M C, Holland M M, Stroeve J. 2007. Perspectives on the Arctic's shrinking sea–ice cover. Science, 315 (5818): 1 533–1 536.CrossRefGoogle Scholar
  69. Smedsrud L H, Halvorsen M H, Stroeve J C et al. 2017. Fram Strait sea ice export variability and September Arctic sea ice extent over the last 80 years. The Cryosphere, 11 (1): 65–79.CrossRefGoogle Scholar
  70. Stroeve J C, Serreze M C, Holland M M et al. 2012. The Arctic’s rapidly shrinking sea ice cover: a research synthesis. Climatic Change, 110 (3–4): 1 005–1 027.CrossRefGoogle Scholar
  71. Stroeve J, Serreze M, Drobot S et al. 2013. Arctic sea ice extent plummets in 2007. Eos, Transactions American Geophysical Union, 89 (2): 13–14.CrossRefGoogle Scholar
  72. Strong C, Magnusdottir G, Stern H. 2009. Observed feedback between winter sea ice and the North Atlantic Oscillation. Journal of Climate, 22 (22): 6 021–6 032.CrossRefGoogle Scholar
  73. Tschudi M A, Maslanik J A, Perovich D K. 2008. Derivation of melt pond coverage on Arctic sea ice using MODIS observations. Remote Sensing of Environment, 112 (5): 2 605–2 614.CrossRefGoogle Scholar
  74. Wang J, Ikeda M. 2000. Arctic oscillation and Arctic sea–ice oscillation. Geophysical Research Letters, 27 (9): 1 287–1 290.CrossRefGoogle Scholar
  75. Wang X J, Key J R. 2005a. Arctic surface, cloud, and radiation properties based on the AVHRR polar pathfinder dataset. Part I: spatial and temporal characteristics. Journal of Climate, 18 (14): 2 558–2 574.Google Scholar
  76. Wang X J, Key J R. 2005b. Arctic surface, cloud, and radiation properties based on the AVHRR polar pathfinder dataset. Part II: recent trends. Journal of Climate, 18 (14): 2 575–2 593.Google Scholar
  77. Wu B Y, Wang J, Walsh J E. 2006. Dipole anomaly in the winter arctic atmosphere and its association with sea ice motion. Journal of Climate, 19 (2): 210–225.CrossRefGoogle Scholar
  78. Zeng F J, Delworth T L. 2015. The impact of multidecadal NAO variations on Atlantic Ocean heat transport and rapid changes in Arctic Sea Ice. In: AGU Fall Meeting. EGU, Vienna Austria Google Scholar
  79. Zhai M, Li X, Hui F et al. 2015. Sea–ice conditions in the Adélie Depression, Antarctica, during besetment of the icebreaker RV Xuelong. Annals of Glaciology, 56 (69): 160–166.CrossRefGoogle Scholar
  80. Zhan Y Z, Davies R. 2017. September Arctic sea ice extent indicated by June reflected solar radiation. Journal of Geophysical Research, 122 (4): 2 194–2 202.Google Scholar
  81. Zhang J L, Lindsay R, Schweiger A et al. 2013. The impact of an intense summer cyclone on 2012 Arctic sea ice retreat. Geophysical Research Letters, 40 (4): 720–726.CrossRefGoogle Scholar
  82. Zhang X D, Ikeda M, Walsh J E. 2003. Arctic Sea Ice and freshwater changes driven by the atmospheric leading mode in a coupled sea ice–ocean model. Journal of Climate, 16 (13): 2 159–2 177.CrossRefGoogle Scholar
  83. Zhao J P, Cao Y, Shi J X. 2006. Core region of Arctic Oscillation and the main atmospheric events impact on the Arctic. Geophysical Research Letters, 33 (22): L22708.Google Scholar

Copyright information

© Chinese Society for Oceanology and Limnology, Science Press and Springer-Verlag GmbH Germany, part of Springer Nature 2019

Authors and Affiliations

  • Yunhe Wang
    • 1
    • 2
  • Haibo Bi
    • 1
    • 3
    Email author
  • Haijun Huang
    • 1
    • 2
    • 3
    Email author
  • Yanxia Liu
    • 1
    • 3
  • Yilin Liu
    • 4
  • Xi Liang
    • 5
  • Min Fu
    • 5
  • Zehua Zhang
    • 1
    • 3
  1. 1.CAS Key Laboratory of Marine Geology and Environment, Institute of OceanologyChinese Academy of SciencesQingdaoChina
  2. 2.University of Chinese Academy of SciencesBeijingChina
  3. 3.Laboratory for Marine GeologyQingdao National Laboratory for Marine Science and TechnologyQingdaoChina
  4. 4.College of Earth Science and EngineeringShandong University of Science and TechnologyQingdaoChina
  5. 5.Key Laboratory of Research on Marine Hazards ForecastingNational Marine Environmental Forecasting CenterBeijingChina

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