The seasonal cycle (i.e. phenology) of oceanic primary production (PP) is expected to change in response to climate warming. Here, we use output from 6 global biogeochemical models to examine the response in the seasonal amplitude of PP and timing of peak PP to the IPCC AR5 warming scenario. We also investigate whether trends in PP phenology may be more rapidly detectable than trends in annual mean PP. The seasonal amplitude of PP decreases by an average of 1-2% per year by 2100 in most biomes, with the exception of the Arctic which sees an increase of similar to 1% per year. This is accompanied by an advance in the timing of peak PP by similar to 0.5-1 months by 2100 over much of the globe, and particularly pronounced in the Arctic. These changes are driven by an increase in seasonal amplitude of sea surface temperature (where the maxima get hotter faster than the minima) and a decrease in the seasonal amplitude of the mixed layer depth and surface nitrate concentration. Our results indicate a transformation of currently strongly seasonal (bloom forming) regions, typically found at high latitudes, into weakly seasonal (non-bloom) regions, characteristic of contemporary subtropical conditions. On average, 36 yr of data are needed to detect a climate-change-driven trend in the seasonal amplitude of PP, compared to 32 yr for mean annual PP. Monthly resolution model output is found to be inadequate for resolving phenological changes. We conclude that analysis of phytoplankton seasonality is not necessarily a shortcut to detecting climate change impacts on ocean productivity.
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JAMSTEC, Res Inst Global Change, Kanazawa Ku, Yokohama, Kanagawa 2360001, JapanJAMSTEC, Res Inst Global Change, Kanazawa Ku, Yokohama, Kanagawa 2360001, Japan
Luo, Jing-Jia
Behera, Swadhin K.
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机构:JAMSTEC, Res Inst Global Change, Kanazawa Ku, Yokohama, Kanagawa 2360001, Japan
Behera, Swadhin K.
Masumoto, Yukio
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Univ Tokyo, Dept Earth & Planetary Sci, Tokyo, JapanJAMSTEC, Res Inst Global Change, Kanazawa Ku, Yokohama, Kanagawa 2360001, Japan
Masumoto, Yukio
Yamagata, Toshio
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Univ Tokyo, Dept Earth & Planetary Sci, Tokyo, JapanJAMSTEC, Res Inst Global Change, Kanazawa Ku, Yokohama, Kanagawa 2360001, Japan
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Natl Lab, Climate Sci Dept, Div Earth Sci, Berkeley, CA 94720 USANatl Lab, Climate Sci Dept, Div Earth Sci, Berkeley, CA 94720 USA
Williams, I. N.
Torn, M. S.
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Natl Lab, Climate Sci Dept, Div Earth Sci, Berkeley, CA 94720 USANatl Lab, Climate Sci Dept, Div Earth Sci, Berkeley, CA 94720 USA
Torn, M. S.
Riley, W. J.
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Natl Lab, Climate Sci Dept, Div Earth Sci, Berkeley, CA 94720 USANatl Lab, Climate Sci Dept, Div Earth Sci, Berkeley, CA 94720 USA
Riley, W. J.
Wehner, M. F.
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Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Computat Res Div, Berkeley, CA 94720 USANatl Lab, Climate Sci Dept, Div Earth Sci, Berkeley, CA 94720 USA
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Duke Univ, Nicholas Sch Environm, Div Earth & Climate Sci, Durham, NC 27708 USADuke Univ, Nicholas Sch Environm, Div Earth & Climate Sci, Durham, NC 27708 USA
Hu, Shineng
Xie, Shang-Ping
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Univ Calif San Diego, Scripps Inst Oceanog, La Jolla, CA 92093 USADuke Univ, Nicholas Sch Environm, Div Earth & Climate Sci, Durham, NC 27708 USA
Xie, Shang-Ping
Kang, Sarah M.
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Ulsan Natl Inst Sci & Technol, Sch Urban & Environm Engn, Ulsan, South KoreaDuke Univ, Nicholas Sch Environm, Div Earth & Climate Sci, Durham, NC 27708 USA
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Nansen Int Environm & Remote Sensing Ctr, St Petersburg 198034, Russia
Russian State Hydrometeorol Univ, St Petersburg 195196, RussiaNansen Int Environm & Remote Sensing Ctr, St Petersburg 198034, Russia
Petrenko, Dmitry
Pozdnyakov, Dmitry
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Nansen Int Environm & Remote Sensing Ctr, St Petersburg 198034, Russia
Nansen Environm & Remote Sensing Ctr, N-5075 Bergen, NorwayNansen Int Environm & Remote Sensing Ctr, St Petersburg 198034, Russia
Pozdnyakov, Dmitry
Johannessen, Johnny
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Nansen Environm & Remote Sensing Ctr, N-5075 Bergen, NorwayNansen Int Environm & Remote Sensing Ctr, St Petersburg 198034, Russia
Johannessen, Johnny
Counillon, Francois
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Nansen Environm & Remote Sensing Ctr, N-5075 Bergen, NorwayNansen Int Environm & Remote Sensing Ctr, St Petersburg 198034, Russia
Counillon, Francois
Sychov, Vitaly
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Russian State Hydrometeorol Univ, St Petersburg 195196, RussiaNansen Int Environm & Remote Sensing Ctr, St Petersburg 198034, Russia