Global Climate Models are key tools for predicting the future response of the climate system to a variety of natural and anthropogenic forcings. Here we show how to use statistical mechanics to construct operators able to flexibly predict climate change. We perform our study using a fully coupled model MPI-ESM v.1.2 - and for the first time we prove the effectiveness of response theory in predicting future climate response to CO2 increase on a vast range of temporal scales, from inter-annual to centennial, and for very diverse climatic variables. We investigate within a unified perspective the transient climate response and the equilibrium climate sensitivity, and assess the role of fast and slow processes. The prediction of the ocean heat uptake highlights the very slow relaxation to a newly established steady state. The change in the Atlantic Meridional Overturning Circulation (AMOC) and of the Antarctic Circumpolar Current (ACC) is accurately predicted. The AMOC strength is initially reduced and then undergoes a slow and partial recovery. The ACC strength initially increases due to changes in the wind stress, then undergoes a slowdown, followed by a recovery leading to a overshoot with respect to the initial value. Finally, we are able to predict accurately the temperature change in the North Atlantic.
机构:
Univ Illinois, Dept Math Stat & Comp Sci, Chicago, IL 60607 USAUniv Illinois, Dept Math Stat & Comp Sci, Chicago, IL 60607 USA
Abramov, Rafail V.
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Majda, Andrew J.
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NYU, Dept Math, Courant Inst Math Sci, New York, NY 10012 USA
NYU, Courant Inst Math Sci, Ctr Atmospher Ocean Sci, New York, NY 10012 USAUniv Illinois, Dept Math Stat & Comp Sci, Chicago, IL 60607 USA
机构:Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
Chekroun, Mickael David
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Neelin, J. David
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机构:Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
Neelin, J. David
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Kondrashov, Dmitri
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机构:Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
Kondrashov, Dmitri
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McWilliams, James C.
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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
McWilliams, James C.
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Ghil, Michael
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机构:Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
机构:
Univ Illinois, Dept Math Stat & Comp Sci, Chicago, IL 60607 USAUniv Illinois, Dept Math Stat & Comp Sci, Chicago, IL 60607 USA
Abramov, Rafail V.
;
Majda, Andrew J.
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Dept Math, Courant Inst Math Sci, New York, NY 10012 USA
NYU, Courant Inst Math Sci, Ctr Atmospher Ocean Sci, New York, NY 10012 USAUniv Illinois, Dept Math Stat & Comp Sci, Chicago, IL 60607 USA
机构:Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
Chekroun, Mickael David
;
Neelin, J. David
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机构:Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
Neelin, J. David
;
Kondrashov, Dmitri
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h-index: 0
机构:Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
Kondrashov, Dmitri
;
McWilliams, James C.
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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
McWilliams, James C.
;
Ghil, Michael
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 USA