Journal of Oceanology and Limnology

, Volume 36, Issue 3, pp 620–629 | Cite as

Surface diurnal warming in the East China Sea derived from satellite remote sensing

  • Dan Song (宋丹)
  • Zhigang Duan (段志刚)Email author
  • Fangguo Zhai (翟方国)
  • Qiqi He (何齐齐)


Process of sea surface diurnal warming has drawn a lot of attention in recent years, but that occurs in shelf seas was rarely addressed. In the present work, surface diurnal warming strength in the East China Sea was calculated by the sea surface temperature (SST) data derived from the MODIS sensors carried by the satellites Aqua and Terra. Due to transit time difference, both the number of valid data and the surface diurnal warming strength computed by the MODIS-Aqua data are relatively larger than Terra. Therefore, the 10-year MODIS-Aqua data from 2005 to 2014 were used to analyze the monthly variability of the surface diurnal warming. Generally, the surface diurnal warming in the East China sea is stronger in summer and autumn but weaker in winter and spring, while it shows different peaks in different regions. Large events with ΔT≥5 K have also been discussed. They were found mainly in coastal area, especially near the Changjiang (Yangtze) River estuary. And there exists a high-incidence period from April to July. Furthermore, the relationship between surface diurnal warming and wind speed was discussed. Larger diurnal warming mainly lies in areas with low wind speed. And its possibility decreases with the increase of wind speed. Events with ΔT≥2.5 K rarely occur when wind speed is over 12 m/s. Study on surface diurnal warming in the East China Sea may help to understand the daily scale air-sea interaction in the shelf seas. A potential application might be in the marine weather forecasts by numerical models. Its impact on the coastal eco-system and the activities of marine organisms can also be pursued.


Moderate-Resolution Imaging Spectroradiometer (MODIS) sea surface temperature (SST) diurnal warming East China Sea 


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The authors would like to thank the editor and the reviewers for their remarkable advices, and Mr. FAN Jianlei for proofreading.


  1. Deschamps P Y, Frouin R. 1984. Large diurnal heating of the sea surface observed by the hcmr experiment. Journal of Physical Oceanography, 14 (1): 177–184.CrossRefGoogle Scholar
  2. Eastwood S, Le Borgne P, Péré S, Poulter D. 2011. Diurnal variability in sea surface temperature in the Arctic. Remote Sensing of Environment, 115 (10): 2 594–2 602.CrossRefGoogle Scholar
  3. Filipiak M J, Merchant C J, Kettle H, Le Borgne P. 2012. An empirical model for the statistics of sea surface diurnal warming. Ocean Science, 8 (2): 197–209.CrossRefGoogle Scholar
  4. Flament P, Firing J, Sawyer M, Trefois C. 1994. Amplitude and horizontal structure of a large diurnal sea surface warming event during the coastal ocean dynamics experiment. Journal of Physical Oceanography, 24 (1): 124–139.CrossRefGoogle Scholar
  5. Gentemann C L. 2014. Three way validation of MODIS and AMSR-E sea surface temperatures. Journal of Geophysical Research, 119 (4): 2 583–2 598.Google Scholar
  6. Hong X Y, Fu Y F, Xian T, Wang Y, Yang Y J, Heng Z W. 2014. Relationships between sea surface wind speed and the diurnal variation of sea surface temperature over the Tropical Ocean. Climatic and Environmental Research, 19 (4): 437–451. (in Chinese with English abstract)Google Scholar
  7. Kawai Y, Kawamura H. 2002. Evaluation of the diurnal warming of sea surface temperature using satellitederived marine meteorological data. Journal of Oceanography, 58 (6): 805–814.CrossRefGoogle Scholar
  8. Kawai Y, Kawamura H. 2005. Spatial and temporal variations of model-derived diurnal amplitude of sea surface temperature in the western Pacific Ocean. Journal of Geophysical Research, 110 (C8): C08012.CrossRefGoogle Scholar
  9. Kawai Y, Wada A. 2007. Diurnal sea surface temperature variation and its impact on the atmosphere and ocean: a review. Journal of Oceanography, 63 (5): 721–744.CrossRefGoogle Scholar
  10. Kawamura H, Qin H K, Ando K. 2008. In-situ diurnal sea surface temperature variations and near-surface thermal structure in the tropical hot event of the Indo-Pacific warm pool, Journal of Oceanography, 64 (6): 847–857.CrossRefGoogle Scholar
  11. Li Y L, Han W Q, Shinoda T, Wang C Z, Lien R C, Moum J N, Wang J W. 2013. Effects of the diurnal cycle in solar radiation on the tropical Indian Ocean mixed layer variability during wintertime Madden-Julian Oscillations. Journal of Geophysical Research, 118 (10): 4 945–4 964.Google Scholar
  12. Lin R, Zhang C Y, Li Y. 2014. Satellite observation of the temporal and spatial variation of sea surface diurnal warming in the South China Sea. Journal of Tropical Oceanography, 33 (2): 17–27. (in Chinese with English abstract)Google Scholar
  13. Merchant C J, Filipiak M J, Le Borgne P, Roquet H, Autret E, Piollé J F, Lavender S. 2008. Diurnal warm-layer events in the western Mediterranean and European shelf seas. Geophysical Research Letters, 35 (4): L04601.Google Scholar
  14. Notarstefano G, Mauri E, Poulain P M. 2006. Near-surface thermal structure and surface diurnal warming in the Adriatic Sea using satellite and drifter data. Remote Sensing of Environment, 101 (2): 194–211.CrossRefGoogle Scholar
  15. Shinoda T. 2005. Impact of the diurnal cycle of solar radiation on intraseasonal SST variability in the western Equatorial Pacific. Journal of Climate, 18 (14): 2 628–2 636.CrossRefGoogle Scholar
  16. Soloviev A, Lukas R. 1997. Observation of large diurnal warming events in the near-surface layer of the western equatorial Pacific warm pool, Deep Sea Research Part I: Oceanographic Research Papers, 44 (6): 1 055–1 076.CrossRefGoogle Scholar
  17. Stramma L, Cornillon P, Weller R A, Price J F, Briscoe M G. 1986. Large diurnal sea surface temperature variability: satellite and in situ measurements. Journal of Physical Oceanography, 16 (5): 827–837.CrossRefGoogle Scholar
  18. Stuart-Menteth A C, Robinson I S, Challenor P G. 2003. A global study of diurnal warming using satellite-derived sea surface temperature. Journal of Geophysical Research, 108 (C5): 3 155.CrossRefGoogle Scholar
  19. Tanahashi S, Kawamura H, Takahashi T, Yusa H. 2003. Diurnal variations of sea surface temperature over the wideranging ocean using VISSR on board GMS. Journal of Geophysical Research, 108 (C7): 3 216.CrossRefGoogle Scholar
  20. Weng X C, Zhang Q L, Zhang Y K, Yang Y L. 1993. Characteristics of the daily variations of the temperature in BoHai Sea, Yellow Sea and East China Sea. Marine Sciences, 17 (6): 49–54. (in Chinese)Google Scholar
  21. Wentz F J, Meissner T. 2007. Supplement 1 algorithm theoretical basis document for AMSR-E ocean algorithms. NASA, Santa Rosa, CA, USA.Google Scholar
  22. Wu Q Y. 2013. Westerly wind events, diurnal cycle and central Pacific El Niño warming. Dynamics of Atmospheres and Oceans, 63: 79–93.CrossRefGoogle Scholar
  23. Zheng J G, Li J L, Yang W B. 2006. Retrieval of SST in the East China Sea with MODIS remote sensing data. Marine Fisheries, 28 (2): 141–146. (in Chinese with English abstract)Google Scholar
  24. Zhu X, Minnett P J, Berkelmans R, Hendee J, Manfrino C. 2014. Diurnal warming in shallow coastal seas: observations from the Caribbean and Great Barrier Reef regions. Continental Shelf Research, 82: 85–98.CrossRefGoogle Scholar

Copyright information

© Chinese Society for Oceanology and Limnology, Science Press and Springer-Verlag GmbH Germany, part of Springer Nature 2017

Authors and Affiliations

  • Dan Song (宋丹)
    • 1
    • 2
  • Zhigang Duan (段志刚)
    • 1
    Email author
  • Fangguo Zhai (翟方国)
    • 3
  • Qiqi He (何齐齐)
    • 1
  1. 1.Institute of Physical Oceanography, Ocean CollegeZhejiang UniversityZhoushanChina
  2. 2.State Key Laboratory of Satellite Ocean Environment Dynamics, Second Institute of OceanographyState Oceanic AdministrationHangzhouChina
  3. 3.College of Oceanic and Atmospheric SciencesOcean University of ChinaQingdaoChina

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