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SST diurnal warming in the China seas and northwestern Pacific Ocean using MTSAT satellite observations

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Abstract

Hourly sea surface temperature (SST) observations from the geostationary satellite are increasingly used in studies of the diurnal warming of the surface oceans. The aim of this study is to derive the spatial and temporal distribution of diurnal warming in the China seas and northwestern Pacific Ocean from Multi-functional Transport Satellite (MTSAT) SST. The MTSAT SST is validated against drifting buoy measurements firstly. It shows mean biases is about–0.2°C and standard deviation is about 0.6°C comparable to other satellite SST accuracy. The results show that the tropics, mid-latitudes controlled by subtropical high and marginal seas are frequently affected by large diurnal warming. The Kuroshio and its extension regions are smaller compared with the surrounding regions. A clear seasonal signal, peaking at spring and summer can be seen from the long time series of diurnal warming in the domain in average. It may due to large insolation and low wind speed in spring and summer, while the winter being the opposite. Surface wind speed modulates the amplitude of the diurnal cycle by influencing the surface heat flux and by determining the momentum flux. For the shallow marginal seas, such as the East China Sea, turbidity would be another important factor promoting diurnal warming. It suggests the need for the diurnal variation to be considered in SST measurement, air-sea flux estimation and multiple sensors SST blending.

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References

  • Bellenger H, Duvel J P. 2009. An analysis of tropical ocean diurnal warm layers. Journal of Climate, 22(13): 3629–3646

    Article  Google Scholar 

  • Buongiorno Nardelli B, Marullo S, Santoleri R. 2005. Diurnal variations in AVHRR SST fields: A strategy for removing warm layer effects from daily images. Remote Sensing of Environment, 95(1): 47–56

    Article  Google Scholar 

  • Castro S L, Wick G A, Buck J J H. 2014. Comparison of diurnal warming estimates from unpumped Argo data and SEVIRI satellite observations. Remote Sensing of Environment, 140: 789–799

    Article  Google Scholar 

  • Clayson C A, Bogdanoff A S. 2013. The effect of diurnal sea surface temperature warming on climatological air-sea fluxes. Journal of Climate, 26(8): 2546–2556

    Article  Google Scholar 

  • Dash P, Ignatov A, Kihai Y, et al. 2010. The SST quality monitor (SQUAM). Journal of Atmospheric and Oceanic Technology, 27(11): 1899–1917

    Article  Google Scholar 

  • Donlon C J, Martin M, Stark J, et al. 2012. The operational sea surface temperature and sea ice analysis (OSTIA) system. Remote Sensing of Environment, 116: 140–158

    Article  Google Scholar 

  • Donlon C J, Minnett P J, Gentemann C, et al. 2002. Toward improved validation of satellite sea surface skin temperature measurements for climate research. Journal of Climate, 15(4): 353–369

    Article  Google Scholar 

  • Donlon C, Rayner N, Robinson I, et al. 2007. The global ocean data assimilation experiment high-resolution sea surface temperature pilot project. Bulletin of the American Meteorological Society, 88(8): 1197–1213

    Article  Google Scholar 

  • Eastwood S, Le Borgne P, Péré S, et al. 2011. Diurnal variability in sea surface temperature in the Arctic. Remote Sensing of Environment, 115(10): 2594–2602

    Article  Google Scholar 

  • Gentemann C L, Minnett P J, Le Borgne P, et al. 2008. Multi-satellite measurements of large diurnal warming events. Geophysical Research Letters, 35(22): L22602

    Article  Google Scholar 

  • Huang Weigen, Robinson I S, Wells N C. 1999. Diurnal SST warming in the bay of biscay: satellite measurements and model prediction. Acta Oceanologica Sinica, 18(2): 167–176

    Google Scholar 

  • Karagali I, Høyer J L. 2014. Characterisation and quantification of regional diurnal SST cycles from SEVIRI. Ocean Science, 10(5): 745–758

    Article  Google Scholar 

  • Karagali I, Høyer J, Hasager C. 2012. SST diurnal variability in the North Sea and the Baltic Sea. Remote Sensing of Environment, 121: 159–170

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Kim M J, Ou M L, Sohn E H, et al. 2011. Characteristics of sea surface temperature retrieved from MTSAT-1R and in-situ data. Asia-Pacific Journal of Atmospheric Sciences, 47(5): 421–427

    Article  Google Scholar 

  • Le Borgne P, Legendre G, Péré S. 2012. Comparison of MSG/SEVIRI and drifting buoy derived diurnal warming estimates. Remote Sensing of Environment, 124: 622–626

    Article  Google Scholar 

  • Li L. 1993. iSummer upwelling system over the northern continental shelf of the South China Sea: a physical description. In: Proceedings of the Symposium on the Physical and Chemical Oceanography of the China Seas. Beijing: China Ocean Press, 58–68

    Google Scholar 

  • Lin Rui, Zhang Caiyun, Li Yan. 2014. Satellite observation of the temporal and spatial variation of sea surface diurnal warming in the South China Sea. Journal of Tropical Oceanography (in Chinese), 33(2): 17–27

    Google Scholar 

  • Marullo S, Santoleri R, Banzon V, et al. 2010. A diurnal-cycle resolving sea surface temperature product for the tropical Atlantic. Journal of Geophysical Research-Oceans, 115: C05011

    Article  Google Scholar 

  • Maturi E, Harris A, Mittaz J, et al. 2008. NOAA’s sea surface temperature products from operational geostationary satellites. Bulletin of the American Meteorological Society, 89(12): 1877–1888

    Article  Google Scholar 

  • Merchant C J, Filipiak M J, Le Borgne P, et al. 2008. Diurnal warm-layer events in the western Mediterranean and European shelf seas. Geophysical Research Letters, 35(4): L04601

    Article  Google Scholar 

  • Nonaka M, Xie Shangping. 2003. Covariations of sea surface temperature and wind over the kuroshio and its extension: evidence for ocean-to-atmosphere feedback. Journal of Climate, 16(9): 1404–1413

    Article  Google Scholar 

  • O’Carroll A G, Eyre J R, Saunders R W. 2008. Three-way error analysis between AATSR, AMSR-E, and in situ sea surface temperature observations. Journal of Atmospheric and Oceanic Technology, 25(7): 1197–1207

    Article  Google Scholar 

  • Price J F, Weller R A, Pinkel R. 1986. Diurnal cycling: observations and models of the upper ocean response to diurnal heating, cooling, and wind mixing. Journal of Geophysical Research-Oceans, 91(C7): 8411–8427

    Article  Google Scholar 

  • Qiu B. 2002. The Kuroshio Extension system: Its large-scale variability and role in the midlatitude ocean-atmosphere interaction. Journal of Oceanography, 58(1): 57–75

    Article  Google Scholar 

  • Shenoi S S C, Nasnodkar N, Rajesh G, et al. 2009. On the diurnal ranges of Sea Surface Temperature (SST) in the north Indian Ocean. Journal of Earth System Science, 118(5): 483–496

    Article  Google Scholar 

  • Shi Wei, Wang Menghua. 2012. Satellite views of the Bohai Sea, Yellow Sea, and East China Sea. Progress in Oceanography, 104: 30–45

    Article  Google Scholar 

  • 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-Oceans, 108(C5): 3155

    Article  Google Scholar 

  • Su Jilan. 2004. Overview of the South China Sea circulation and its influence on the coastal physical oceanography outside the Pearl River Estuary. Continental Shelf Research, 24(16): 1745–1760

    Article  Google Scholar 

  • Sybrandy A L, Niiler P P, Martin C, et al. 2009. Global drifter programme drifter design reference. Technical report, Data Buoy Cooperation Panel Technical Document No. 4, revision 2.2: 1–47

    Google Scholar 

  • Tanahashi S, Kawamura H, Takahashi T, et al. 2003. Diurnal variations of sea surface temperature over the wide-ranging ocean using VISSR on board GMS. Journal of Geophysical Research, 108(C7): 3216

    Article  Google Scholar 

  • Teng Weicheng, Guan Lei. 2012. Diurnal variation correction of AVHRR SST data for the Northwest Pacific region. Journal of Tropical Oceanography, 31(4): 1–7

    Google Scholar 

  • Webster P J, Clayson C A, Curry J A. 1996. Clouds, radiation, and the diurnal cycle of sea surface temperature in the Tropical Western Pacific. Journal of Climate, 9(8): 1712–1730

    Article  Google Scholar 

  • Webster P J, Lukas R. 1992. TOGA COARE: the coupled ocean-atmosphere response experiment. Bulletin of the American Meteorological Society, 73(9): 1377–1416

    Article  Google Scholar 

  • Xu Feng, Ignatov A. 2014. In situ SST quality monitor (i Quam). Journal of Atmospheric and Oceanic Technology, 31(1): 164–180

    Article  Google Scholar 

  • Yan Yunwei, Chen Changlin, Ling Zheng. 2014. Warm water wake off northeast Vietnam in the South China Sea. Acta Oceanologica Sinica, 33(11): 55–63

    Article  Google Scholar 

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Acknowledgements

MTSAT data were provided by JAMI and processed by Australian Bureau of Meteorology to retrieve the SST. The surface heat flux and wind speed data were obtained from NCEP/NCAR reanalysis dataset. The quality controlled drifting buoy SST was provided by iQuam/NOAA. The authors thank the anonymous reviewers for their constructive comments and suggestions on our manuscript.

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Correspondence to Zengzhou Hao.

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Foundation item: The National Key Research and Development Program of China under contract No. 2016YFC1401903; the Scientific Research Fund of the Second Institute of Oceanography, SOA under contract No. JT1503; the Project of State Key Laboratory of Satellite Ocean Environment Dynamics, Second Institute of Oceanography under contract No. SOEDZZ1515.

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Tu, Q., Pan, D., Hao, Z. et al. SST diurnal warming in the China seas and northwestern Pacific Ocean using MTSAT satellite observations. Acta Oceanol. Sin. 35, 12–18 (2016). https://doi.org/10.1007/s13131-016-0968-9

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  • DOI: https://doi.org/10.1007/s13131-016-0968-9

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