This study elucidates the physical mechanisms underlying internal and forced components of winter surface air temperature (SAT) trends over North America during the past 50 years (1963-2012) using a combined observational and modeling framework. The modeling framework consists of 30 simulations with the Community Earth System Model (CESM) at 1 degrees latitude-longitude resolution, each of which is subject to an identical scenario of historical radiative forcing but starts from a slightly different atmospheric state. Hence, any spread within the ensemble results from unpredictable internal variability superimposed upon the forced climate change signal. Constructed atmospheric circulation analogs are used to estimate the dynamical contribution to forced and internal components of SAT trends: thermodynamic contributions are obtained as a residual. Internal circulation trends are estimated to account for approximately one-third of the observed wintertime warming trend over North America and more than half locally over parts of Canada and the United States. Removing the effects of internal atmospheric circulation variability narrows the spread of SAT trends within the CESM ensemble and brings the observed trends closer to the model's radiatively forced response. In addition, removing internal dynamics approximately doubles the signal-to-noise ratio of the simulated SAT trends and substantially advances the "time of emergence'' of the forced component of SAT anomalies. The methodological framework proposed here provides a general template for improving physical understanding and interpretation of observed and simulated climate trends worldwide and may help to reconcile the diversity of SAT trends across the models from phase 5 of the Coupled Model Intercomparison Project (CMIP5).
机构:
Univ Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
NOAA, Earth Syst Res Lab, Div Phys Sci, Boulder, CO USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Compo, G. P.
Whitaker, J. S.
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NOAA, Earth Syst Res Lab, Div Phys Sci, Boulder, CO USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Whitaker, J. S.
Sardeshmukh, P. D.
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机构:
Univ Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
NOAA, Earth Syst Res Lab, Div Phys Sci, Boulder, CO USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Sardeshmukh, P. D.
Matsui, N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
NOAA, Earth Syst Res Lab, Div Phys Sci, Boulder, CO USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Matsui, N.
Allan, R. J.
论文数: 0引用数: 0
h-index: 0
机构:
Met Off, Hadley Ctr, ACRE Project, Exeter, Devon, EnglandUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Allan, R. J.
Yin, X.
论文数: 0引用数: 0
h-index: 0
机构:
STG Inc, Asheville, NC USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Yin, X.
Gleason, B. E., Jr.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Natl Climat Data Ctr, Asheville, NC USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Gleason, B. E., Jr.
Vose, R. S.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Natl Climat Data Ctr, Asheville, NC USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Vose, R. S.
Rutledge, G.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Natl Climat Data Ctr, Asheville, NC USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Rutledge, G.
Bessemoulin, P.
论文数: 0引用数: 0
h-index: 0
机构:
Meteo France, Toulouse, FranceUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
机构:
Univ Rovira & Virgili, Ctr Climate Change, Tarragona, Spain
Univ E Anglia, Climat Res Unit, Norwich NR4 7TJ, Norfolk, EnglandUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Brunet, M.
Crouthamel, R. I.
论文数: 0引用数: 0
h-index: 0
机构:
Int Environm Data Rescue Org, Deale, MD USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Crouthamel, R. I.
Grant, A. N.
论文数: 0引用数: 0
h-index: 0
机构:
ETH, Zurich, SwitzerlandUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Grant, A. N.
Groisman, P. Y.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Natl Climat Data Ctr, Asheville, NC USA
Univ Corp Atmospher Res, Boulder, CO USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Groisman, P. Y.
Jones, P. D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ E Anglia, Climat Res Unit, Norwich NR4 7TJ, Norfolk, EnglandUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Jones, P. D.
Kruk, M. C.
论文数: 0引用数: 0
h-index: 0
机构:
STG Inc, Asheville, NC USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Kruk, M. C.
Kruger, A. C.
论文数: 0引用数: 0
h-index: 0
机构:
S African Weather Serv, Pretoria, South AfricaUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Kruger, A. C.
Marshall, G. J.
论文数: 0引用数: 0
h-index: 0
机构:
British Antarctic Survey, Cambridge CB3 0ET, EnglandUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Marshall, G. J.
Maugeri, M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Milan, Dipartimento Fis, Milan, ItalyUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Maugeri, M.
Mok, H. Y.
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Observ, Hong Kong, Hong Kong, Peoples R ChinaUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Mok, H. Y.
Nordli, O.
论文数: 0引用数: 0
h-index: 0
机构:
Norwegian Meteorol Inst, Oslo, NorwayUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Nordli, O.
Ross, T. F.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Climate Database Modernizat Program, NCDC, Asheville, NC USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Ross, T. F.
Trigo, R. M.
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h-index: 0
机构:
Univ Lisbon, Ctr Geofis, IDL, P-1699 Lisbon, PortugalUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Trigo, R. M.
Wang, X. L.
论文数: 0引用数: 0
h-index: 0
机构:
Environm Canada, Toronto, ON, CanadaUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Wang, X. L.
Woodruff, S. D.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Earth Syst Res Lab, Div Phys Sci, Boulder, CO USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Woodruff, S. D.
Worley, S. J.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Boulder, CO 80307 USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
机构:
Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USANatl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USA
Deser, Clara
Phillips, Adam
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USANatl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USA
Phillips, Adam
Bourdette, Vincent
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USA
CERFACS, F-31057 Toulouse, FranceNatl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USA
Bourdette, Vincent
Teng, Haiyan
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USANatl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USA
机构:
Univ Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
NOAA, Earth Syst Res Lab, Div Phys Sci, Boulder, CO USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Compo, G. P.
Whitaker, J. S.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Earth Syst Res Lab, Div Phys Sci, Boulder, CO USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Whitaker, J. S.
Sardeshmukh, P. D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
NOAA, Earth Syst Res Lab, Div Phys Sci, Boulder, CO USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Sardeshmukh, P. D.
Matsui, N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
NOAA, Earth Syst Res Lab, Div Phys Sci, Boulder, CO USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Matsui, N.
Allan, R. J.
论文数: 0引用数: 0
h-index: 0
机构:
Met Off, Hadley Ctr, ACRE Project, Exeter, Devon, EnglandUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Allan, R. J.
Yin, X.
论文数: 0引用数: 0
h-index: 0
机构:
STG Inc, Asheville, NC USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Yin, X.
Gleason, B. E., Jr.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Natl Climat Data Ctr, Asheville, NC USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Gleason, B. E., Jr.
Vose, R. S.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Natl Climat Data Ctr, Asheville, NC USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Vose, R. S.
Rutledge, G.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Natl Climat Data Ctr, Asheville, NC USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Rutledge, G.
Bessemoulin, P.
论文数: 0引用数: 0
h-index: 0
机构:
Meteo France, Toulouse, FranceUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
机构:
Univ Rovira & Virgili, Ctr Climate Change, Tarragona, Spain
Univ E Anglia, Climat Res Unit, Norwich NR4 7TJ, Norfolk, EnglandUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Brunet, M.
Crouthamel, R. I.
论文数: 0引用数: 0
h-index: 0
机构:
Int Environm Data Rescue Org, Deale, MD USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Crouthamel, R. I.
Grant, A. N.
论文数: 0引用数: 0
h-index: 0
机构:
ETH, Zurich, SwitzerlandUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Grant, A. N.
Groisman, P. Y.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Natl Climat Data Ctr, Asheville, NC USA
Univ Corp Atmospher Res, Boulder, CO USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Groisman, P. Y.
Jones, P. D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ E Anglia, Climat Res Unit, Norwich NR4 7TJ, Norfolk, EnglandUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Jones, P. D.
Kruk, M. C.
论文数: 0引用数: 0
h-index: 0
机构:
STG Inc, Asheville, NC USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Kruk, M. C.
Kruger, A. C.
论文数: 0引用数: 0
h-index: 0
机构:
S African Weather Serv, Pretoria, South AfricaUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Kruger, A. C.
Marshall, G. J.
论文数: 0引用数: 0
h-index: 0
机构:
British Antarctic Survey, Cambridge CB3 0ET, EnglandUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Marshall, G. J.
Maugeri, M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Milan, Dipartimento Fis, Milan, ItalyUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Maugeri, M.
Mok, H. Y.
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Observ, Hong Kong, Hong Kong, Peoples R ChinaUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Mok, H. Y.
Nordli, O.
论文数: 0引用数: 0
h-index: 0
机构:
Norwegian Meteorol Inst, Oslo, NorwayUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Nordli, O.
Ross, T. F.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Climate Database Modernizat Program, NCDC, Asheville, NC USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Ross, T. F.
Trigo, R. M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lisbon, Ctr Geofis, IDL, P-1699 Lisbon, PortugalUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Trigo, R. M.
Wang, X. L.
论文数: 0引用数: 0
h-index: 0
机构:
Environm Canada, Toronto, ON, CanadaUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Wang, X. L.
Woodruff, S. D.
论文数: 0引用数: 0
h-index: 0
机构:
NOAA, Earth Syst Res Lab, Div Phys Sci, Boulder, CO USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
Woodruff, S. D.
Worley, S. J.
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Boulder, CO 80307 USAUniv Colorado, CIRES, Climate Diagnost Ctr, Boulder, CO 80309 USA
机构:
Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USANatl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USA
Deser, Clara
Phillips, Adam
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USANatl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USA
Phillips, Adam
Bourdette, Vincent
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USA
CERFACS, F-31057 Toulouse, FranceNatl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USA
Bourdette, Vincent
Teng, Haiyan
论文数: 0引用数: 0
h-index: 0
机构:
Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USANatl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USA