Volume 43 Issue 7
Jul.  2024
Turn off MathJax
Article Contents
Kai Liu, Kang Xu, Tongxin Han, Congwen Zhu, Nina Li, Anboyu Guo, Xiaolu Huang. Evaluation and projection of marine heatwaves in the South China Sea: insights from CMIP6 multi-model ensemble[J]. Acta Oceanologica Sinica, 2024, 43(7): 15-25. doi: 10.1007/s13131-023-2279-2
Citation: Kai Liu, Kang Xu, Tongxin Han, Congwen Zhu, Nina Li, Anboyu Guo, Xiaolu Huang. Evaluation and projection of marine heatwaves in the South China Sea: insights from CMIP6 multi-model ensemble[J]. Acta Oceanologica Sinica, 2024, 43(7): 15-25. doi: 10.1007/s13131-023-2279-2

Evaluation and projection of marine heatwaves in the South China Sea: insights from CMIP6 multi-model ensemble

doi: 10.1007/s13131-023-2279-2
Funds:  The National Natural Science Foundation of China under contract Nos 42275024 and 42105040; the Key R&D Program of China under contract No. 2022YFE0203500; the Guangdong Basic and Applied Basic Research Foundation under contract Nos 2023B1515020009 and 2024B1515040024; the Youth Innovation Promotion Association CAS under contract No. 2020340; the Special Fund of South China Sea Institute of Oceanology of the Chinese Academy of Sciences under contract No. SCSIO2023QY01; the Science and Technology Planning Project of Guangzhou under contract No. 2024A04J6275.
More Information
  • Corresponding author: E-mail: xukang@scsio.ac.cn
  • Received Date: 2023-06-30
  • Accepted Date: 2023-10-09
  • Available Online: 2023-12-08
  • Publish Date: 2024-07-30
  • This study evaluates the performance of 16 models sourced from the coupled model intercomparison project phase 6 (CMIP6) in simulating marine heatwaves (MHWs) in the South China Sea (SCS) during the historical period (1982−2014), and also investigates future changes in SCS MHWs based on simulations from three shared socioeconomic pathway (SSP) scenarios (SSP126, SSP245, and SSP585) using CMIP6 models. Results demonstrate that the CMIP6 models perform well in simulating the spatial-temporal distribution and intensity of SCS MHWs, with their multi-model ensemble (MME) results showing the best performance. The reasonable agreement between the observations and CMIP6 MME reveals that the increasing trends of SCS MHWs are attributed to the warming sea surface temperature trend. Under various SSP scenarios, the year 2040 emerges as pivotal juncture for future shifts in SCS MHWs, marked by distinct variations in changing rate and amplitudes. This is characterized by an accelerated decrease in MHWs frequency and a notably heightened increase in mean intensity, duration, and total days after 2040. Furthermore, the projection results for SCS MHWs suggest that the spatial pattern of MHWs remains consistent across future periods. However, the intensity shows higher consistency only during the near-term period (2021−2050), while notable inconsistencies are observed during the medium-term (2041−2070) and long-term (2071−2100) periods under the three SSP scenarios. During the near-term period, the SCS MHWs are characterized by moderate and strong events with high frequencies and relatively shorter durations. In contrast, during the medium-term period, MHWs are also characterized by moderate and strong events, but with longer-lasting and more intense events under the SSP245 and SSP585 scenarios. However, in the long-term period, extreme MHWs become the dominant feature under the SSP585 scenario, indicating a substantial intensification of SCS MHWs, effectively establishing a near-permanent state.
  • loading
  • Chen Ziyan, Shi Jian, Liu Qinyu, et al. 2021. A persistent and intense marine heatwave in the Northeast Pacific during 2019–2020. Geophysical Research Letters, 48(13): e2021GL093239, doi: 10.1029/2021GL093239
    Costa N V, Rodrigues R R. 2021. Future summer marine heatwaves in the western south Atlantic. Geophysical Research Letters, 48(22): e2021GL094509, doi: 10.1029/2021GL094509
    Darmaraki S, Somot S, Sevault F, et al. 2019. Future evolution of marine heatwaves in the Mediterranean Sea. Climate Dynamics, 53(3): 1371–1392, doi: 10.1007/s00382-019-04661-z
    Di Lorenzo E, Mantua N. 2016. Multi-year persistence of the 2014/15 North Pacific marine heatwave. Nature Climate Change, 6(11): 1042–1047, doi: 10.1038/nclimate3082
    Dong Tianyun, Liu Fei, Dong Wenjie, et al. 2023. Double intensification centers of summer marine heatwaves in the South China Sea associated with global warming. https://www.researchsquare.com/article/rs-2536963/v1[2023-02-02/2023-05-17]
    Eakin C M, Sweatman H P A, Brainard R E. 2019. The 2014–2017 global-scale coral bleaching event: Insights and impacts. Coral Reefs, 38(4): 539–545, doi: 10.1007/s00338-019-01844-2
    Eyring V, Bony S, Meehl G A, et al. 2016. Overview of the coupled model intercomparison project phase 6 (CMIP6) experimental design and organization. Geoscientific Model Development, 9(5): 1937–1958, doi: 10.5194/gmd-9-1937-2016
    Feng Yuting, Bethel B J, Dong Changming, et al. 2022. Marine heatwave events near Weizhou Island, Beibu Gulf in 2020 and their possible relations to coral bleaching. Science of the Total Environment, 823: 153414, doi: 10.1016/j.scitotenv.2022.153414
    Frölicher T L, Fischer E M, Gruber N. 2018. Marine heatwaves under global warming. Nature, 560(7718): 360–364, doi: 10.1038/s41586-018-0383-9
    Frölicher T L, Laufkötter C. 2018. Emerging risks from marine heat waves. Nature Communications, 9(1): 650, doi: 10.1038/s41467-018-03163-6
    Gleckler P J, Taylor K E, Doutriaux C. 2008. Performance metrics for climate models. Journal of Geophysical Research: Atmospheres, 113(D6): D06104, doi: 10.1029/2007jd008972
    Han Tongxin, Xu Kang, Wang Lijuan, et al. 2023. Extremely long-lived marine heatwave in South China Sea during summer 2020: Combined effects of the seasonal and intraseasonal variations. Global and Planetary Change, 230: 104261, doi: 10.1016/j.gloplacha.2023.104261
    Hayashida H, Matear R J, Strutton P G, et al. 2020. Insights into projected changes in marine heatwaves from a high-resolution ocean circulation model. Nature Communications, 11: 4352, doi: 10.1038/s41467-020-18241-x
    Hobday A J, Alexander L V, Perkins S E, et al. 2016. A hierarchical approach to defining marine heatwaves. Progress in Oceanography, 141: 227–238, doi: 10.1016/j.pocean.2015.12.014
    Hobday A J, Oliver E C J, Sen Gupta A, et al. 2018. Categorizing and naming marine heatwaves. Oceanography, 31(2): 162–173, doi: 10.5670/oceanog.2018.205
    Holbrook N J, Scannell H A, Sen Gupta A, et al. 2019. A global assessment of marine heatwaves and their drivers. Nature Communications, 10: 2624, doi: 10.1038/s41467-019-10206-z
    Holbrook N J, Sen Gupta A, Oliver E C J, et al. 2020. Keeping pace with marine heatwaves. Nature Reviews Earth & Environment, 1(9): 482–493, doi: 10.1038/s43017-020-0068-4
    Hughes T P, Kerry J T, Álvarez-Noriega M, et al. 2017. Global warming and recurrent mass bleaching of corals. Nature, 543(7645): 373–377, doi: 10.1038/nature21707
    Liu Kai, Xu Kang, Zhu Congwen, et al. 2022b. Diversity of marine heatwaves in the South China Sea regulated by ENSO phase. Journal of Climate, 35(2): 877–893, doi: 10.1175/jcli-d-21-0309.1
    Ministry of Agriculture of the People’s Republic of China. 2017. Notice of the Ministry of Agriculture on printing and distributing the national marine ranching demonstration zone construction plan (2017– 2025) (in Chinese). https://www.gov.cn/gongbao/content/2018/content_5277757.htm [2017-10-31]
    Oliver E C J, Benthuysen J A, Darmaraki S, et al. 2021. Marine heatwaves. Annual of Review Marine Science, 13: 313–342, doi: 10.1146/annurev-marine-032720-095144
    Oliver E C J, Burrows M T, Donat M G, et al. 2019. Projected marine heatwaves in the 21st Century and the potential for ecological impact. Frontiers in Marine Science, 6: 734, doi: 10.3389/fmars.2019.00734
    Oliver E C J, Donat M G, Burrows M T, et al. 2018. Longer and more frequent marine heatwaves over the past century. Nature Communications, 9: 1324, doi: 10.1038/s41467-018-03732-9
    O’Neill B C, Tebaldi C, Van Vuuren D P, et al. 2016. The scenario model intercomparison project (ScenarioMIP) for CMIP6. Geoscientific Model Development, 9(9): 3461–3482., doi: 10.5194/gmd-9-3461-2016
    Pearce A F, Feng Ming. 2013. The rise and fall of the “marine heat wave” off Western Australia during the summer of 2010/2011. Journal of Marine Systems, 111/112: 139–156,doi: 10.1016/j.jmarsys.2012.10.009
    Plecha S M, Soares P M M. 2020. Global marine heatwave events using the new CMIP6 multi-model ensemble: From shortcomings in present climate to future projections. Environmental Research Letters, 15(12): 124058, doi: 10.1088/1748-9326/abc847
    Plecha S M, Soares P M M, Silva-Fernandes S M, et al. 2021. On the uncertainty of future projections of Marine Heatwave events in the North Atlantic Ocean. Climate Dynamics, 56(7): 2027–2056, doi: 10.1007/s00382-020-05529-3
    Qiu Zijian, Qiao Fangli, Jang C J, et al. 2021. Evaluation and projection of global marine heatwaves based on CMIP6 models. Deep Sea Research Part II: Topical Studies in Oceanography, 194: 104998, doi: 10.1016/j.dsr2.2021.104998
    Reynolds R W, Smith T M, Liu Chunying, et al. 2007. Daily high-resolution-blended analyses for sea surface temperature. Journal of Climate, 20(22): 5473–5496, doi: 10.1175/2007jcli1824.1
    Smale D A, Wernberg T, Oliver E C J, et al. 2019. Marine heatwaves threaten global biodiversity and the provision of ecosystem services. Nature Climate Change, 9(4): 306–312, doi: 10.1038/s41558-019-0412-1
    Smith K E, Burrows M T, Hobday A J, et al. 2021. Socioeconomic impacts of marine heatwaves: Global issues and opportunities. Science, 374(6566): eabj3593, doi: 10.1126/science.abj3593
    Song Qianghua, Yao Yulong, Wang Chunzai. 2023. Response of future summer marine heatwaves in the South China Sea to enhanced western Pacific subtropical high. Geophysical Research Letters, 50(14): e2023GL103667, doi: 10.1029/2023GL103667
    Sun Xuerong, Ge Fei, Fan Yi, et al. 2022. Will population exposure to heat extremes intensify over Southeast Asia in a warmer world?. Environmental Research Letters, 17(4): 044006,doi: 10.1088/1748-9326/ac48b6
    Tan Hongjian, Cai Rongshuo, Wu Renguang. 2022. Summer marine heatwaves in the South China Sea: Trend, variability and possible causes. Advances in Climate Change Research, 13(3): 323–332, doi: 10.1016/j.accre.2022.04.003
    Tang Cong, Shi Jian, Zhang Yu, et al. 2023. Changes and mechanisms of long-lived warm blobs in the northeast pacific in low-warming climates. Journal of Climate, 36(7): 2277–2292, doi: 10.1175/JCLI-D-22-0152.1
    Xiao Fuan, Wang Dongxiao, Leung M Y T. 2020. Early and extreme warming in the South China Sea during 2015/2016: Role of an unusual Indian Ocean Dipole event. Geophysical Research Letters, 47(17): e2020GL089936, doi: 10.1029/2020gl089936
    Xue Jingyuan, Shan Haixia, Liang Junhong, et al. 2023. Assessment and projections of marine heatwaves in the Northwest Pacific based on CMIP6 models. Remote Sensing, 15(12): 2957, doi: 10.3390/rs15122957
    Yang Xiaoling, Zhou Botao, Xu Ying, et al. 2021. CMIP6 evaluation and projection of temperature and precipitation over China. Advances in Atmospheric Sciences, 38(5): 817–830, doi: 10.1007/s00376-021-0351-4
    Yao Yulong, Wang Chunzai. 2021. Variations in summer marine heatwaves in the South China Sea. Journal of Geophysical Research: Oceans, 126(10): e2021JC017792, doi: 10.1029/2021jc017792
    Yao Yulong, Wang Chunzai, Fu Yao. 2022. Global marine heatwaves and cold-spells in present climate to future projections. Earth's Future, 10(11): e2022EF002787, doi: 10.1029/2022EF002787
    Yao Yulong, Wang Junjie, Yin Jianjun, et al. 2020. Marine Heatwaves in China’s marginal seas and adjacent offshore waters: past, present, and future. Journal of Geophysical Research: Oceans, 125(3): e2019JC015801, doi: 10.1029/2019jc015801
    Zhou Botao, Wen Q H, Xu Ying, et al. 2014. Projected changes in temperature and precipitation extremes in China by the CMIP5 multimodel ensembles. Journal of Climate, 27(17): 6591–6611, doi: 10.1175/jcli-d-13-00761.1
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(7)  / Tables(2)

    Article Metrics

    Article views (235) PDF downloads(24) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return