Liquid freshwater content (LFWC) within the Arctic Ocean has rapidly accumulated over the recent historical period as multiple sources of freshwater have intensified in the warming polar climate. Many of the physical processes surrounding freshwater variability, including the influence of anthropogenically-driven warming, are still not fully understood. Using 22 realizations of the CMIP6 model EC-Earth3 with identical radiative forcing, we utilize a spatial pattern matching technique to separate the internal and forced spatiotemporal patterns in LFWC and reconstruct historical trends. We find that quantifying internal variability and external forcing patterns hinges on an accurate oceanic reanalysis to represent the historical trend. With SODA3.3.2, internal variability arising from spatiotemporal sea surface height patterns accounts for 64.5% of the total LFWC historical trend, and reconstruct an observed trend of + 0.86 m per decade. In ORAS5, the internal variability pattern accounts for 94.3% of the spatiotemporal pattern, but produces an incongruent reconstruction of historical LFWC trends. These results thus highlight the need for more in-situ observations to inform reanalysis and modeling efforts. Across oceanic reanalyses, we find that internal variability arising from the Arctic Oscillation may represent a low-end estimate of internal variability influence on LFWC, whereas sea surface height more accurately discerns long-term spatiotemporal trends.
机构:
Chinese Acad Sci, Inst Atmospher Phys, State Key Lab Numer Modeling Atmospher Sci & Geoph, Beijing 100029, Peoples R ChinaChinese Acad Sci, Inst Atmospher Phys, State Key Lab Numer Modeling Atmospher Sci & Geoph, Beijing 100029, Peoples R China
Zhang, Wenxia
Chen, Yongjun
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Chinese Acad Sci, Inst Atmospher Phys, State Key Lab Numer Modeling Atmospher Sci & Geoph, Beijing 100029, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Atmospher Phys, State Key Lab Numer Modeling Atmospher Sci & Geoph, Beijing 100029, Peoples R China
Chen, Yongjun
Zhou, Tianjun
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Chinese Acad Sci, Inst Atmospher Phys, State Key Lab Numer Modeling Atmospher Sci & Geoph, Beijing 100029, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Atmospher Phys, State Key Lab Numer Modeling Atmospher Sci & Geoph, Beijing 100029, Peoples R China
Zhou, Tianjun
Chen, Xiaolong
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Chinese Acad Sci, Inst Atmospher Phys, State Key Lab Numer Modeling Atmospher Sci & Geoph, Beijing 100029, Peoples R ChinaChinese Acad Sci, Inst Atmospher Phys, State Key Lab Numer Modeling Atmospher Sci & Geoph, Beijing 100029, Peoples R China
Chen, Xiaolong
Ren, Zikun
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Chinese Acad Sci, Inst Atmospher Phys, State Key Lab Numer Modeling Atmospher Sci & Geoph, Beijing 100029, Peoples R China
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Inst Atmospher Phys, State Key Lab Numer Modeling Atmospher Sci & Geoph, Beijing 100029, Peoples R China
机构:
Univ Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Kay, J. E.
Deser, C.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Deser, C.
Phillips, A.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Phillips, A.
Mai, A.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Mai, A.
Hannay, C.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Hannay, C.
Strand, G.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Strand, G.
Arblaster, J. M.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USA
Bur Meteorol, Melbourne, AustraliaUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Arblaster, J. M.
Bates, S. C.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Bates, S. C.
Danabasoglu, G.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Danabasoglu, G.
Edwards, J.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Edwards, J.
Holland, M.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Holland, M.
Kushner, P.
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Univ Toronto, Dept Phys, Toronto, ON, CanadaUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Kushner, P.
Lamarque, J. -F.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Lamarque, J. -F.
Lawrence, D.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Lawrence, D.
Lindsay, K.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Lindsay, K.
Middleton, A.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Middleton, A.
Munoz, E.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Munoz, E.
Neale, R.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Neale, R.
Oleson, K.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Oleson, K.
Polvani, L.
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Columbia Univ, Dept Appl Phys & Appl Math, New York, NY USA
Columbia Univ, Dept Earth & Environm Sci, New York, NY USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA
Polvani, L.
Vertenstein, M.
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Natl Ctr Atmospher Res, Climate & Global Dynam Div, Boulder, CO 80307 USAUniv Colorado, Dept Atmospher & Ocean Sci, Boulder, CO 80309 USA