Skip to main content

Advertisement

Log in

The role of semiannual cycle in modulating seasonality changes of surface air temperature over China and its mechanism

  • Published:
Climate Dynamics Aims and scope Submit manuscript

Abstract

Taking the semiannual cycle of surface air temperature (SAT) into account in fitting the finer structure of the seasonal cycle, this study reveals the specific role of the semiannual cycle in modulating variations of the season onsets and lengths for the first time. The time-varying amplitudes and phases of the annual and semiannual SAT cycle for the period 1964 to 2017 in China are extracted from daily observations based on harmonic analysis. The results show that the phase differences between the two harmonics remain essentially unchanged, while the amplitude ratio of the semiannual to annual harmonics tends to increase after 1988. This enhanced semiannual cycle together with the global warming and annual cycle changes jointly led to a much longer summer with an average speed of 7.45 days/10 years and shorter spring, autumn, and winter with speeds of − 2.43, − 1.63, and − 4.26 days/10 years, respectively. Such obvious asymmetry cannot be found in fitting seasonal cycles by only annual harmonics. The average absolute percentages of the linear trends of season onsets and lengths caused by the intensification of the semiannual cycle are 52.63% and 78.66%. It indicates that season onsets and length not only depend on the phase of annual and semiannual harmonic, but also highly related to the strength of semiannual cycle. The time evolutions of semiannual cycle strength in China are found to be significantly correlated to the meridional temperature advection. The anomalous stronger southward wind in December can result in colder temperature and hence intensify the semiannual component.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

Data Availability

All data that support the findings of this study are included within the article.

References

  • Bell B, Hersbach H, Simmons A, Berrisford P, Dahlgren P, Horányi A, …, Thépaut JN (2021) The ERA5 global reanalysis: preliminary extension to 1950. Q J R Meteorol Soc 147(741):4186–4227

    Article  Google Scholar 

  • Chang PK (1934) The duration of Four Seasons in China. Acta Geogr Sin 1(1):29–74

    Google Scholar 

  • Christidis N, Stott PA, Brown S, Karoly DJ, Caesar J (2007) Human contribution to the lengthening of the growing season during 1950-99. J Clim 20(21):5441–5454

    Article  Google Scholar 

  • Clark JP, Feldstein SB (2020) What drives the North Atlantic Oscillation’s temperature anomaly pattern? Part I: the growth and decay of the surface air temperature anomalies. J Atmos Sci 77(1):185–198

    Article  Google Scholar 

  • Cleland EE, Chuine I, Menzel A, Mooney HA, Schwartz MD (2007) Shifting plant phenology in response to global change. Trends Ecol Evol 22(7):357–365

    Article  Google Scholar 

  • Deng Q, Fu Z (2019) Comparison of methods for extracting annual cycle with changing amplitude in climate series. Clim Dyn 52(7):5059–5070

    Article  Google Scholar 

  • Deng Q, Meyer PG, Fu Z, Kantz H (2020) Spring onset forecast using harmonic analysis on daily mean temperature in Germany. Environ Res Lett 15(10):104069

    Article  Google Scholar 

  • Deng Q, Fu Z (2022) Regional changes of surface air temperature annual cycle in the Northern Hemisphere land areas. Int J Climatol

  • Dwyer JG, Biasutti M, Sobel AH (2012) Projected changes in the seasonal cycle of surface temperature. J Clim 25(18):6359–6374

    Article  Google Scholar 

  • Donohoe A, Battisti DS (2013) The seasonal cycle of atmospheric heating and temperature. J Clim 26(14):4962–4980

    Article  Google Scholar 

  • Donohoe A, Dawson E, McMurdie L, Battisti DS, Rhines A (2020) Seasonal asymmetries in the lag between insolation and surface temperature. J Clim 33(10):3921–3945. https://doi.org/10.1175/JCLI-D-19-0329.1

    Article  Google Scholar 

  • ECMWF (2014) : Part III: Dynamics and numerical procedures. Documentation: Cy40r1, ECMWF Rep., 29 pp

  • García-Herrera R, Díaz J, Trigo RM, Luterbacher J, Fischer EM (2010) A review of the european summer heat wave of 2003. Crit Rev Environ Sci Technol 40(4):267–306

    Article  Google Scholar 

  • Hirota I (1980) Observational evidence of the semiannual oscillation in the tropical middle atmosphere: a review. PAGEOPH 118:217–238

    Article  Google Scholar 

  • Hekmatzadeh AA, Kaboli S, Torabi Haghighi A (2020) New indices for assessing changes in seasons and in timing characteristics of air temperature. Theoret Appl Climatol 140(3):1247–1261

    Article  Google Scholar 

  • Horton KG, Sorte L, Sheldon FA, Lin D, Winner TY, Bernstein K, Farnsworth G, A (2020) Phenology of nocturnal avian migration has shifted at the continental scale. Nat Clim Change 10(1):63–68

    Article  Google Scholar 

  • Iatsenko D, McClintock PVE, Stefanovska A (2015) Nonlinear mode decomposition: a noise-robust, adaptive decomposition method. Phys Rev E 92(3):1–25

    Article  Google Scholar 

  • Kirbyshire AL, Bigg GR (2010) Is the onset of the english summer advancing? Clim Change 100(3):419–431

    Article  Google Scholar 

  • Lembo V, Bordi I, Speranza A (2017) Annual and semiannual cycles of midlatitude near-surface temperature and tropospheric baroclinicity: reanalysis data and AOGCM simulations. Earth Sys Dyn 8(2):295–312

    Article  Google Scholar 

  • Lin W, Wang C (2022a) Longer summers in the Northern Hemisphere under global warming. Clim Dyn 58:2293–2307

    Article  Google Scholar 

  • Lin W, Wang C (2022b) Detection and attribution of the summer length changes in the Northern Hemisphere. Clim Dyn

  • Liu B, Zhou W, Henderson M, Sun Y, Shen X (2022) Climatology of the soil surface diurnal temperature range in a warming world: annual cycles, regional patterns, and trends in China. Earth’s Futur 10(1):e2021EF002220

  • Matiu M, Ankerst DP, Menzel A (2017) Interactions between temperature and drought in global and regional crop yield variability during 1961–2014. PloS One 12(5):e0178339

  • Meehl GA (1991) A reexamination of the mechanism of the semiannual oscillation in the southern hemisphere. J Clim 4:911–926

    Article  Google Scholar 

  • Mckinnon KA, Stine AR, Huybers P (2013) The spatial structure of the annual cycle in surface temperature: amplitude, phase, and lagrangian history. J Clim 26(20):7852–7862

    Article  Google Scholar 

  • Menzel A (2000) Trends in phenological phases in Europe between 1951 and 1996. Int J Biometeorol 44(2):76–81

    Article  Google Scholar 

  • Menzel A, Jakobi G, Ahas R, Schei nger H, Estrella N (2003) Variations of the climatological growing season (1951–2000) in Germany compared with other countries. Int J Climatol 23(7):793–812

    Article  Google Scholar 

  • North JS, Schliep EM, Wikle CK (2021) On the spatial and temporal shift in the archetypal seasonal temperature cycle as driven by annual and semi-annual harmonics. Environmetrics. 32(6): e2665

  • Park T, Ganguly S, Tømmervik H, Euskirchen ES, Høgda KA, Karlsen SR, …, Myneni RB (2016) Changes in growing season duration and productivity of northern vegetation inferred from long-term remote sensing data. Environ Res Lett 11(8):084001

    Article  Google Scholar 

  • Paluš M, Novotná D, Tichavský P (2005) Shifts of seasons at the european mid-latitudes: natural fluctuations correlated with the North Atlantic Oscillation. Geophys Res Lett 32(12):1–4

    Article  Google Scholar 

  • Paluš M, Novotná D (2009) Phase-coherent oscillatory modes in solar and geomagnetic activity and climate variability. J Atmos Sol-Terr Phys 71(8–9):923–930

    Article  Google Scholar 

  • Paluš M (2014) Multiscale atmospheric dynamics: cross-frequency phase-amplitude coupling in the air temperature. Phys Rev Lett 112(7):078702

    Article  Google Scholar 

  • Peña-Ortiz C, Barriopedro D, García-Herrera R (2015) Multidecadal variability of the summer length in Europe. J Clim 28(13):5375–5388. https://doi.org/10.1175/JCLI-D-14-00429.1

    Article  Google Scholar 

  • Pezzulli S, Stephenson DB, Hannachi A (2005) The variability of seasonality. J Clim 18(1):71–88. https://doi.org/10.1175/JCLI-3256.1

    Article  Google Scholar 

  • Qian C, Fu C, Wu Z, Yan Z (2011a) The role of changes in the annual cycle in earlier onset of climatic spring in northern China. Adv Atmos Sci 28(2):284–296. https://doi.org/10.1007/s00376-010-9221-1

    Article  Google Scholar 

  • Qian C, Fu C, Wu Z (2011b) Changes in the amplitude of the temperature annual cycle in China and their implication for climate change research. J Clim 24(20):5292–5302. https://doi.org/10.1175/JCLI-D-11-00006.1

    Article  Google Scholar 

  • Ryan SJ, Carlson CJ, Mordecai EA, Johnson LR (2019) Global expansion and redistribution of Aedes-borne virus transmission risk with climate change. PLoS Negl Trop Dis 13(3):e0007213

    Article  Google Scholar 

  • Shen X, Liu B, Li G, Wu Z, Jin Y, Yu P, Zhou D (2014) Spatiotemporal change of diurnal temperature range and its relationship with sunshine duration and precipitation in China. J Geophys Research: Atmos 119(23):13–163

    Article  Google Scholar 

  • Sparks TH, Menzel A (2002) Observed changes in seasons: an overview. Int J Climatol 22(14):1715–1725

    Article  Google Scholar 

  • Stine AR, Huybers P, Fung IY (2009) Changes in the phase of the annual cycle of surface temperature. Nature 457(7228):435–440

    Article  Google Scholar 

  • Song Y, Lawlor KB, Witten TA (2021) Excess semiannual variation in historical temperature records. Q J R Meteorol Soc 147(735):764–772

    Article  Google Scholar 

  • Tank AK, Können GP (2003) Trends in indices of daily temperature and precipitation extremes in Europe, 1946–99. J Clim 16(22):3665–3680

    Article  Google Scholar 

  • van Loon H (1967) The half-yearly oscillations in middle and high southern latitudes and the coreless winter. J Atmos Sci 24(5):472–486

    Article  Google Scholar 

  • Wang J, Guan Y, Wu L, Guan X, Cai W, Huang J, Dong W, Zhang B (2021a) Changing lengths of the four seasons by global warming. Geophys Res Lett 48(6):1–9

    Article  Google Scholar 

  • Wang J, Guan X, Guan Y et al (2021b) Changes in Lengths of the Four Seasons over the Drylands in the Northern Hemisphere Midlatitudes. J Clim 34(20):8181–8190

    Google Scholar 

  • Wild M (2009) Global dimming and brightening: a review. J Phys Res 114:D00D16

    Article  Google Scholar 

  • Wild M (2012) Enlightening global dimming and brightening. Bull Am Meteorol Soc 93:27–37

    Article  Google Scholar 

  • Wikle CK, Chen T (1996) On the semiannual variation in the northern hemisphere extratropical height field. J Clim 9(9):2250–2258

    Article  Google Scholar 

  • Yang F, Wu Z (2022) On the physical origin of the semiannual component of surface air temperature over oceans. Clim Dyn. 1-13.x 

Download references

Acknowledgements

The work was supported by the Chinese Universities Scientific Fund, for China University of Geosciences (Wuhan) (Grant CUG2106108).

Funding

The work was supported by the Fundamental Research Funds for Central Universities, China University of Geosciences (Wuhan) (Grant CUG2106108).

Author information

Authors and Affiliations

Authors

Contributions

Q D conceived the study. Y W and Q D conducted the analysis. All authors interpreted and discussed the results and wrote the manuscript.

Corresponding author

Correspondence to Zuntao Fu.

Ethics declarations

Conflict of interest

The authors declare no competing interests.

Ethical approval and consent to participate

We confirm that this work is original and has not been published elsewhere, nor is it currently submitted to any other journal. We have read the Springer journal policies on ethical responsibilities of authors and submit this manuscript in accordance with those policies.

Consent for publication

Not applicable.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Deng, Q., Wang, Y., Tan, X. et al. The role of semiannual cycle in modulating seasonality changes of surface air temperature over China and its mechanism. Clim Dyn 61, 3353–3365 (2023). https://doi.org/10.1007/s00382-023-06748-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00382-023-06748-0

Keywords

Navigation