Snow and ice albedo feedback plays an important role in the greater warming of the Arctic compared to the tropics. Previous work has estimated the observed Northern Hemisphere cryosphere feedback, but there have been no estimates of surface albedo feedback from observations globally. Here we compare the zonal mean surface albedo feedback from satellite data sets with that from eleven ocean-atmosphere coupled climate models for both climate change and the seasonal cycle. Differences between observed data sets make it difficult to constrain models. Nevertheless, we find that climate change Northern Hemisphere extratropical feedback is considerably higher for observations (potentially 3.11.3Wm(-2)K(-1)) than models (0.4-1.2Wm(-2)K(-1)), whereas the seasonal cycle feedback is similar in observations and models, casting doubt on the ability of the seasonal cycle to accurately predict the climate change feedback. Observed Antarctic sea ice feedback is strongly positive in the seasonal cycle and similar to models.
机构:
European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, EnglandEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Dee, D. P.
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Uppala, S. M.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Uppala, S. M.
;
Simmons, A. J.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Simmons, A. J.
;
Berrisford, P.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Berrisford, P.
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Poli, P.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Poli, P.
;
Kobayashi, S.
论文数: 0引用数: 0
h-index: 0
机构:
Japan Meteorol Agcy, Tokyo, JapanEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Kobayashi, S.
;
Andrae, U.
论文数: 0引用数: 0
h-index: 0
机构:
Swedish Meteorol & Hydrol Inst, S-60176 Norrkoping, SwedenEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Andrae, U.
;
Balmaseda, M. A.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Balmaseda, M. A.
;
Balsamo, G.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Balsamo, G.
;
Bauer, P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Bauer, P.
;
Bechtold, P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Bechtold, P.
;
Beljaars, A. C. M.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Beljaars, A. C. M.
;
van de Berg, L.
论文数: 0引用数: 0
h-index: 0
机构:
European Org Exploitat Meteorol Satellites, Darmstadt, GermanyEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
van de Berg, L.
;
Bidlot, J.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Bidlot, J.
;
Bormann, N.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Bormann, N.
;
Delsol, C.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Delsol, C.
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Dragani, R.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Dragani, R.
;
Fuentes, M.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Fuentes, M.
;
Geer, A. J.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Geer, A. J.
;
Haimberger, L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Vienna, Dept Meteorol & Geophys, A-1010 Vienna, AustriaEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Haimberger, L.
;
Healy, S. B.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Healy, S. B.
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Hersbach, H.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Hersbach, H.
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Holm, E. V.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Holm, E. V.
;
Isaksen, L.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Isaksen, L.
;
Kallberg, P.
论文数: 0引用数: 0
h-index: 0
机构:
Swedish Meteorol & Hydrol Inst, S-60176 Norrkoping, SwedenEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Kallberg, P.
;
Koehler, M.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Koehler, M.
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Matricardi, M.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Matricardi, M.
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McNally, A. P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
McNally, A. P.
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Monge-Sanz, B. M.
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h-index: 0
机构:
Univ Leeds, Sch Earth & Environm, Leeds LS2 9JT, W Yorkshire, EnglandEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Monge-Sanz, B. M.
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Morcrette, J. -J.
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h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Morcrette, J. -J.
;
Park, B. -K.
论文数: 0引用数: 0
h-index: 0
机构:
Korea Meteorol Adm, Seoul, South KoreaEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Park, B. -K.
;
Peubey, C.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Peubey, C.
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de Rosnay, P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
de Rosnay, P.
;
Tavolato, C.
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h-index: 0
机构:
Univ Vienna, Dept Meteorol & Geophys, A-1010 Vienna, AustriaEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Tavolato, C.
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Thepaut, J. -N.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Thepaut, J. -N.
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Vitart, F.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
机构:
Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
Hall, A
;
Qu, X
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
机构:
European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, EnglandEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Dee, D. P.
;
Uppala, S. M.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Uppala, S. M.
;
Simmons, A. J.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Simmons, A. J.
;
Berrisford, P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Berrisford, P.
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Poli, P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Poli, P.
;
Kobayashi, S.
论文数: 0引用数: 0
h-index: 0
机构:
Japan Meteorol Agcy, Tokyo, JapanEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Kobayashi, S.
;
Andrae, U.
论文数: 0引用数: 0
h-index: 0
机构:
Swedish Meteorol & Hydrol Inst, S-60176 Norrkoping, SwedenEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Andrae, U.
;
Balmaseda, M. A.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Balmaseda, M. A.
;
Balsamo, G.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Balsamo, G.
;
Bauer, P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Bauer, P.
;
Bechtold, P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Bechtold, P.
;
Beljaars, A. C. M.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Beljaars, A. C. M.
;
van de Berg, L.
论文数: 0引用数: 0
h-index: 0
机构:
European Org Exploitat Meteorol Satellites, Darmstadt, GermanyEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
van de Berg, L.
;
Bidlot, J.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Bidlot, J.
;
Bormann, N.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Bormann, N.
;
Delsol, C.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Delsol, C.
;
Dragani, R.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Dragani, R.
;
Fuentes, M.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Fuentes, M.
;
Geer, A. J.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Geer, A. J.
;
Haimberger, L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Vienna, Dept Meteorol & Geophys, A-1010 Vienna, AustriaEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Haimberger, L.
;
Healy, S. B.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Healy, S. B.
;
Hersbach, H.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Hersbach, H.
;
Holm, E. V.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Holm, E. V.
;
Isaksen, L.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Isaksen, L.
;
Kallberg, P.
论文数: 0引用数: 0
h-index: 0
机构:
Swedish Meteorol & Hydrol Inst, S-60176 Norrkoping, SwedenEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Kallberg, P.
;
Koehler, M.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Koehler, M.
;
Matricardi, M.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Matricardi, M.
;
McNally, A. P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
McNally, A. P.
;
Monge-Sanz, B. M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Leeds, Sch Earth & Environm, Leeds LS2 9JT, W Yorkshire, EnglandEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Monge-Sanz, B. M.
;
Morcrette, J. -J.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Morcrette, J. -J.
;
Park, B. -K.
论文数: 0引用数: 0
h-index: 0
机构:
Korea Meteorol Adm, Seoul, South KoreaEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Park, B. -K.
;
Peubey, C.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Peubey, C.
;
de Rosnay, P.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
de Rosnay, P.
;
Tavolato, C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Vienna, Dept Meteorol & Geophys, A-1010 Vienna, AustriaEuropean Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Tavolato, C.
;
Thepaut, J. -N.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
Thepaut, J. -N.
;
Vitart, F.
论文数: 0引用数: 0
h-index: 0
机构:European Ctr Medium Range Weather Forecasts, ECMWF, Reading RG2 9AX, Berks, England
机构:
Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
Hall, A
;
Qu, X
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA