User menu

Clusters of interannual sea ice variability in the northern hemisphere

Bibliographic reference Fučkar, Neven S. ; Guemas, Virginie ; Johnson, Nathaniel C. ; Massonnet, François ; Doblas-Reyes, Francisco J.. Clusters of interannual sea ice variability in the northern hemisphere. In: Climate Dynamics, Vol. 47, no.5-6, p. 1527-1543 (2015)
Permanent URL http://hdl.handle.net/2078.1/186287
  1. Andeberg MR (1973) Cluster analysis for applications. Academic Press, London, p 359
  2. Balmaseda Magdalena Alonso, Mogensen Kristian, Weaver Anthony T., Evaluation of the ECMWF ocean reanalysis system ORAS4, 10.1002/qj.2063
  3. Barry Roger G., Gan Thian Yew, The Global Cryosphere : Past, Present and Future, ISBN:9780511977947, 10.1017/cbo9780511977947
  4. Belchansky G. I., Douglas D. C., Platonov N. G., Spatial and temporal variations in the age structure of Arctic sea ice : AGE STRUCTURE OF ARCTIC SEA ICE, 10.1029/2005gl023976
  5. Blanchard-Wrigglesworth Edward, Bitz Cecilia M., Characteristics of Arctic Sea-Ice Thickness Variability in GCMs, 10.1175/jcli-d-14-00345.1
  6. Blanchard-Wrigglesworth Edward, Armour Kyle C., Bitz Cecilia M., DeWeaver Eric, Persistence and Inherent Predictability of Arctic Sea Ice in a GCM Ensemble and Observations, 10.1175/2010jcli3775.1
  7. Boer GJ, Yu B (2003) Climate sensitivity and response. Clim Dyn 20:415–429
  8. Brodeau Laurent, Barnier Bernard, Treguier Anne-Marie, Penduff Thierry, Gulev Sergei, An ERA40-based atmospheric forcing for global ocean circulation models, 10.1016/j.ocemod.2009.10.005
  9. Cassou Christophe, Intraseasonal interaction between the Madden–Julian Oscillation and the North Atlantic Oscillation, 10.1038/nature07286
  10. Cassou S, Terray L, Hurrell JW, Deser C (2004) North Atlantic winter climate regimes: spatial asymmetry, stationarity with time, and oceanic forcing. J Clim 17:1055–1068. doi: 10.1175/1520-0442
  11. Cavalieri DC, Parkinson C, Gloersen P, Zwally HJ (1996) Sea ice concentrations from Nimbus-7 SMMR and DMSP SSM/I passive microwave data. National Snow and Ice Data Center, Digital media, Boulder
  12. Charrad Malika, Ghazzali Nadia, Boiteau Véronique, Niknafs Azam, NbClust: AnRPackage for Determining the Relevant Number of Clusters in a Data Set, 10.18637/jss.v061.i06
  13. Cheng Xinhua, Wallace John M., Cluster Analysis of the Northern Hemisphere Wintertime 500-hPa Height Field: Spatial Patterns, 10.1175/1520-0469(1993)050<2674:caotnh>2.0.co;2
  14. Chevallier Matthieu, Salas-Mélia David, The Role of Sea Ice Thickness Distribution in the Arctic Sea Ice Potential Predictability: A Diagnostic Approach with a Coupled GCM, 10.1175/jcli-d-11-00209.1
  15. Coggins Jack H. J., McDonald Adrian J., Jolly Ben, Synoptic climatology of the Ross Ice Shelf and Ross Sea region of Antarctica:k-means clustering and validation : SYNOPTIC CLIMATE OF THE ROSS ICE SHELF AND ROSS SEA REGION, ANTARCTICA, 10.1002/joc.3842
  16. Comiso Josefino C., Hall Dorothy K., Climate trends in the Arctic as observed from space : Climate trends in the Arctic as observed from space, 10.1002/wcc.277
  17. Comiso Josefino C., Parkinson Claire L., Gersten Robert, Stock Larry, Accelerated decline in the Arctic sea ice cover, 10.1029/2007gl031972
  18. Day J. J., Hawkins E., Tietsche S., Will Arctic sea ice thickness initialization improve seasonal forecast skill?, 10.1002/2014gl061694
  19. Dee D. P., Uppala S. M., Simmons A. J., Berrisford P., Poli P., Kobayashi S., Andrae U., Balmaseda M. A., Balsamo G., Bauer P., Bechtold P., Beljaars A. C. M., van de Berg L., Bidlot J., Bormann N., Delsol C., Dragani R., Fuentes M., Geer A. J., Haimberger L., Healy S. B., Hersbach H., Hólm E. V., Isaksen L., Kållberg P., Köhler M., Matricardi M., McNally A. P., Monge-Sanz B. M., Morcrette J.-J., Park B.-K., Peubey C., de Rosnay P., Tavolato C., Thépaut J.-N., Vitart F., The ERA-Interim reanalysis: configuration and performance of the data assimilation system, 10.1002/qj.828
  20. Feldstein Steven B., The Timescale, Power Spectra, and Climate Noise Properties of Teleconnection Patterns, 10.1175/1520-0442(2000)013<4430:ttpsac>2.0.co;2
  21. Francis Jennifer A., Vavrus Stephen J., Evidence linking Arctic amplification to extreme weather in mid-latitudes : ARCTIC LINKS TO MID-LATITUDE WEATHER, 10.1029/2012gl051000
  22. Francis Jennifer A., Chan Weihan, Leathers Daniel J., Miller James R., Veron Dana E., Winter Northern Hemisphere weather patterns remember summer Arctic sea-ice extent : SUMMER SEA ICE AFFECTS WINTER WEATHER, 10.1029/2009gl037274
  23. Gordon N. D., Norris J. R., Cluster analysis of midlatitude oceanic cloud regimes – Part 1: Mean cloud and meteorological properties, 10.5194/acpd-10-1559-2010
  24. Guemas Virginie, Salas-Mélia David, Kageyama Masa, Giordani Hervé, Voldoire Aurore, Sanchez-Gomez Emilia, Winter interactions between weather regimes and marine surface in the North Atlantic European region, 10.1029/2009gl037551
  25. Guemas Virginie, Blanchard-Wrigglesworth Edward, Chevallier Matthieu, Day Jonathan J., Déqué Michel, Doblas-Reyes Francisco J., Fučkar Neven S., Germe Agathe, Hawkins Ed, Keeley Sarah, Koenigk Torben, Salas y Mélia David, Tietsche Steffen, A review on Arctic sea-ice predictability and prediction on seasonal to decadal time-scales : Arctic Sea-Ice Predictability and Prediction, 10.1002/qj.2401
  26. Guemas Virginie, Doblas-Reyes Francisco J., Mogensen Kristian, Keeley Sarah, Tang Yongming, Ensemble of sea ice initial conditions for interannual climate predictions, 10.1007/s00382-014-2095-7
  27. Hall Alex, The Role of Surface Albedo Feedback in Climate, 10.1175/1520-0442(2004)017<1550:trosaf>2.0.co;2
  28. 10.1002/qj.v127:573
  29. Hannachi A, Jolliffe IT, Stephenson DB (2007) Empirical orthogonal functions and related techniques in atmospheric science: a review. Int J Climatol 27:9
  30. Hastie Trevor, Tibshirani Robert, Friedman Jerome, The Elements of Statistical Learning, ISBN:9780387848570, 10.1007/978-0-387-84858-7
  31. Holland Marika M., Arctic sea ice and the potential for abrupt loss, Climate Dynamics: Why Does Climate Vary? (2010) ISBN:9780875904801 p.181-191, 10.1029/2008gm000787
  32. Honda Meiji, Inoue Jun, Yamane Shozo, Influence of low Arctic sea‐ice minima on anomalously cold Eurasian winters, 10.1029/2008gl037079
  33. Hwang Yen-Ting, Frierson Dargan M. W., Kay Jennifer E., Coupling between Arctic feedbacks and changes in poleward energy transport : ENERGY TRANSPORT AND POLAR AMPLIFICATION, 10.1029/2011gl048546
  34. Johnson Nathaniel C., Feldstein Steven B., The Continuum of North Pacific Sea Level Pressure Patterns: Intraseasonal, Interannual, and Interdecadal Variability, 10.1175/2009jcli3099.1
  35. Jung Thomas, Kasper Marta Anna, Semmler Tido, Serrar Soumia, Arctic influence on subseasonal midlatitude prediction, 10.1002/2014gl059961
  36. Jungclaus Johann H., Koenigk Torben, Low-frequency variability of the arctic climate: the role of oceanic and atmospheric heat transport variations, 10.1007/s00382-009-0569-9
  37. Kay Jennifer E., Holland Marika M., Bitz Cecilia M., Blanchard-Wrigglesworth Edward, Gettelman Andrew, Conley Andrew, Bailey David, The Influence of Local Feedbacks and Northward Heat Transport on the Equilibrium Arctic Climate Response to Increased Greenhouse Gas Forcing, 10.1175/jcli-d-11-00622.1
  38. Kwok R., Cunningham G. F., ICESat over Arctic sea ice: Estimation of snow depth and ice thickness, 10.1029/2008jc004753
  39. Kwok R., Rothrock D. A., Decline in Arctic sea ice thickness from submarine and ICESat records: 1958-2008 : ARCTIC SEA ICE THICKNESS, 10.1029/2009gl039035
  40. Kwok Ron, Sulsky Deborah, Arctic Ocean Sea Ice Thickness and Kinematics: Satellite Retrievals and Modeling, 10.5670/oceanog.2010.11
  41. 10.1002/jgrc.v118.5
  42. Large W, Yeager S (2004) Diurnal to decadal global forcing for ocean and sea-ice models: the data sets and flux climatologies. Tech Note NCAR/TN-460?STR, Natl Cent for Atmos Res, Boulder, USA
  43. Laxon Seymour, Peacock Neil, Smith Doug, High interannual variability of sea ice thickness in the Arctic region, 10.1038/nature02050
  44. Laxon SW, Giles KA, Ridout AL, Wingham DJ, Willatt R, Cullen R, Kwok K, Schweiger A, Zhang J, Haas C, Hendricks S, Krishfield R, Kurtz N, Farrell S, Davidson M (2013) CryoSat-2 estimates of Arctic sea ice thickness and volume. Geophys Res Lett 40:732–737. doi: 10.1002/grl.5019
  45. Liu Zhengyu, Alexander Mike, Atmospheric bridge, oceanic tunnel, and global climatic teleconnections, 10.1029/2005rg000172
  46. Maslanik J. A., Fowler C., Stroeve J., Drobot S., Zwally J., Yi D., Emery W., A younger, thinner Arctic ice cover: Increased potential for rapid, extensive sea-ice loss, 10.1029/2007gl032043
  47. Massonnet François, Mathiot Pierre, Fichefet Thierry, Goosse Hugues, König Beatty Christof, Vancoppenolle Martin, Lavergne Thomas, A model reconstruction of the Antarctic sea ice thickness and volume changes over 1980–2008 using data assimilation, 10.1016/j.ocemod.2013.01.003
  48. Michelangeli Paul-Antoine, Vautard Robert, Legras Bernard, Weather Regimes: Recurrence and Quasi Stationarity, 10.1175/1520-0469(1995)052<1237:wrraqs>2.0.co;2
  49. Mogensen KS, Balmaseda MA, Weaver A (2011) The NEMOVAR ocean data assimilation as implemented in the ECMWF ocean analysis for system 4. ECMWF Technical, Memorandum 668
  50. Monahan Adam H., Fyfe John C., Ambaum Maarten H. P., Stephenson David B., North Gerald R., Empirical Orthogonal Functions: The Medium is the Message, 10.1175/2009jcli3062.1
  51. Overland James, Francis Jennifer A., Hall Richard, Hanna Edward, Kim Seong-Joong, Vihma Timo, The Melting Arctic and Midlatitude Weather Patterns: Are They Connected?*, 10.1175/jcli-d-14-00822.1
  52. Rayner N. A., Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century, 10.1029/2002jd002670
  53. Riddle Emily E., Stoner Marshall B., Johnson Nathaniel C., L’Heureux Michelle L., Collins Dan C., Feldstein Steven B., The impact of the MJO on clusters of wintertime circulation anomalies over the North American region, 10.1007/s00382-012-1493-y
  54. Rigor Ignatius G., Wallace John M., Variations in the age of Arctic sea-ice and summer sea-ice extent : ARCTIC SUMMER SEA ICE AGE AND EXTENT, 10.1029/2004gl019492
  55. Rigor Ignatius G., Wallace John M., Colony Roger L., Response of Sea Ice to the Arctic Oscillation, 10.1175/1520-0442(2002)015<2648:rositt>2.0.co;2
  56. Rossow William B., Tselioudis George, Polak Allyson, Jakob Christian, Tropical climate described as a distribution of weather states indicated by distinct mesoscale cloud property mixtures, 10.1029/2005gl024584
  57. Sakov P., Counillon F., Bertino L., Lisæter K. A., Oke P. R., Korablev A., TOPAZ4: an ocean-sea ice data assimilation system for the North Atlantic and Arctic, 10.5194/os-8-633-2012
  58. Serreze Mark C., Barry Roger G., The Arctic Climate System, ISBN:9780511535888, 10.1017/cbo9780511535888
  59. Serreze M. C., Holland M. M., Stroeve J., Perspectives on the Arctic's Shrinking Sea-Ice Cover, 10.1126/science.1139426
  60. Serreze Mark C., Barrett Andrew P., Slater Andrew G., Steele Michael, Zhang Jinlun, Trenberth Kevin E., The large-scale energy budget of the Arctic, 10.1029/2006jd008230
  61. Stroeve Julienne C., Serreze Mark C., Holland Marika M., Kay Jennifer E., Malanik James, Barrett Andrew P., The Arctic’s rapidly shrinking sea ice cover: a research synthesis, 10.1007/s10584-011-0101-1
  62. Thompson David W. J., Li Ying, Baroclinic and Barotropic Annular Variability in the Northern Hemisphere, 10.1175/jas-d-14-0104.1
  63. Thompson David W. J., Wallace John M., The Arctic oscillation signature in the wintertime geopotential height and temperature fields, 10.1029/98gl00950
  64. Toole John, Krishfield Richard, Timmermans Mary-Louise, Proshutinsky Andrey, The Ice-Tethered Profiler: Argo of the Arctic, 10.5670/oceanog.2011.64
  65. Uppala S. M., KÅllberg P. W., Simmons A. J., Andrae U., Bechtold V. Da Costa, Fiorino M., Gibson J. K., Haseler J., Hernandez A., Kelly G. A., Li X., Onogi K., Saarinen S., Sokka N., Allan R. P., Andersson E., Arpe K., Balmaseda M. A., Beljaars A. C. M., Berg L. Van De, Bidlot J., Bormann N., Caires S., Chevallier F., Dethof A., Dragosavac M., Fisher M., Fuentes M., Hagemann S., Hólm E., Hoskins B. J., Isaksen L., Janssen P. A. E. M., Jenne R., Mcnally A. P., Mahfouf J.-F., Morcrette J.-J., Rayner N. A., Saunders R. W., Simon P., Sterl A., Trenberth K. E., Untch A., Vasiljevic D., Viterbo P., Woollen J., The ERA-40 re-analysis, 10.1256/qj.04.176
  66. Vihma Timo, Effects of Arctic Sea Ice Decline on Weather and Climate: A Review, 10.1007/s10712-014-9284-0
  67. von Storch Hans, Zwiers Francis W., Statistical Analysis in Climate Research, ISBN:9780511612336, 10.1017/cbo9780511612336
  68. Wallace JM, Hobbs PV (2006) Atmospheric science: an introductory survey, 2nd edn. Academic Press, London, p 504
  69. Walsh John E., Temporal and Spatial Scales of the Arctic Circulation, 10.1175/1520-0493(1978)106<1532:tassot>2.0.co;2
  70. Wilks D (2011) Statistical methods in the atmospheric sciences, 3rd edn. Academic Press, London, p 704
  71. Yiou Pascal, Servonnat Jérôme, Yoshimori Masakazu, Swingedouw Didier, Khodri Myriam, Abe-Ouchi Ayako, Stability of weather regimes during the last millennium from climate simulations : WEATHER REGIMES OF THE LAST MILLENNIUM, 10.1029/2012gl051310
  72. Zhang Jinlun, Rothrock D. A., Modeling Global Sea Ice with a Thickness and Enthalpy Distribution Model in Generalized Curvilinear Coordinates, 10.1175/1520-0493(2003)131<0845:mgsiwa>2.0.co;2