Skip to main content
Log in

Projection of extreme temperatures in Hong Kong in the 21st century

  • Published:
Acta Meteorologica Sinica Aims and scope Submit manuscript

Abstract

The possible changes in the frequency of extreme temperature events in Hong Kong in the 21st century were investigated by statistically downscaling 26 sets of the daily global climate model projections (a combination of 11 models and 3 greenhouse gas emission scenarios, namely A2, A1B, and B1) of the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. The models’ performance in simulating the past climate during 1971–2000 has also been verified and discussed. The verification revealed that the models in general have an acceptable skill in reproducing past statistics of extreme temperature events. Moreover, the models are more skillful in simulating the past climate of the hot nights and cold days than that of the very hot days. The projection results suggested that, in the 21st century, the frequency of occurrence of extremely high temperature events in Hong Kong would increase significantly while that of the extremely low temperature events is expected to drop significantly. Based on the multi-model scenario ensemble mean, the average annual numbers of very hot days and hot nights in Hong Kong are expected to increase significantly from 9 days and 16 nights in 1980–1999 to 89 days and 137 nights respectively in 2090–2099. On the other hand, the average annual number of cold days will drop from 17 days in 1980–1999 to about 1 day in 2090–2099. About 65 percent of the model-scenario combinations indicate that there will be on average less than one cold day in 2090–2099. While all the model-emission scenarios in general have projected consistent trends in the change of temperature extremes in the 21st century, there is a large divergence in the projections between different model/emission scenarios. This reflects that there are still large uncertainties in the model simulation of the future climate of extreme temperature events.

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.

Similar content being viewed by others

References

  • Arnfield, A. J., 2003: Two decades of urban climate research: A review of turbulence, exchanges of energy and water, and the urban heat island. Int. J. Climatol., 23, 1–26.

    Article  Google Scholar 

  • Bornstein, R. D., 1968: Observations of the urban heat island effect in New York city. J. Appl. Meteor., 7, 575–582.

    Article  Google Scholar 

  • Chan Ho-sun, Lee Tsz-cheung, and Ginn Wing-lui, 2010: Performance of IPCC AR4 climate models in simulating the temperature over southern China. The 24th Guangdong-Hong Kong-Macao Seminar on Meteorological Science and Technology, Shenzhen, China, 20–22 January 2010. Hong Kong Observatory Reprint No. 856, 10 pp. (in Chinese).

  • Census and Statistics Department, 2007: Hong Kong Population Projections 2007–2036. http://www.censtatd.gov.hk/freedownload.jsp?file=publication/stat?report/population/B1120015032007XXXXB0200.pdf & title=Hong+Kong+Population+Projections+ 2007–2036.

  • Cheng, C. S., G. Li, Q. Li, and H. Auld, 2008: Statistical downscaling of hourly and daily climate scenarios for various meteorological variables in South-Central Canada. Theor. Appl. Climatol., 91, 129–147.

    Article  Google Scholar 

  • Crawley, M. J., 2008: The R Book. John Wiley & Sons, Ltd. Chichester, West Sussex, English, 942 pp.

    Google Scholar 

  • Coles, S. G., 2001: An Introduction to Statistical Modeling of Extreme Values. Springer-Verlag, London, 208 pp.

    Google Scholar 

  • Fan Li-jun, Fu Cong-bin, and Chen De-liang, 2005: Review on creating future climate change scenarios by statistical techniques. Adv. Earth Sci., 20, 320–329. (in Chinese)

    Google Scholar 

  • Fowler, H. J., and M. Ekström, 2009: Multi-model ensemble estimates of climate change impacts on UK seasonal precipitation extremes. Int. J. Climatol., 29, 385–416.

    Article  Google Scholar 

  • Fong, S. K., C. H. Wu, A. Wang, Z. J. He, T. Wang, K. C. Leong, and U. M. Lai, 2009: Analysis of surface air temperature change in Macau during 1901–2007. Advances in Climate Change Research, 5(1), 12–17.

    Google Scholar 

  • Frich, P., L. V. Alexander, P. Della-Marta, B. Gleason, M. Haylock, A. M. G. Klein Tank, and T. Peterson, 2002: Observed coherent changes in climate extremes during the second half of the 20th century. Climate Res., 19, 193–212.

    Article  Google Scholar 

  • Guangdong Provincial Meteorological Bureau, 2007: Assessment report on climate change of Guangdong (Selection). Guangdong Meteorology, 29(3), 1–14.

    Google Scholar 

  • HKO, 2009: Weather forecast description. http://www.hko.gov.hk/wxinfo/currwx/flw?description/flw?e.htm#0101.

  • Houghton, J. T., 2009: Global Warming: The Complete Briefing. Cambridge University Press, Cambridge, UK, 438 pp.

    Google Scholar 

  • Huth, R., 1999: Statistical downscaling in central Europe: Evaluation of methods and potential predictors. Climate Res., 13, 91–101.

    Article  Google Scholar 

  • IPCC, 2007a: Climate Change 2007: The Physical Science Basis. Contribution of the Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Solomon, S., D. Qin, M. Manning, Z. Chen, M. Marquis, K. B. Averyt, M. Tignor and H. L. Miller, Eds. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 996 pp.

    Google Scholar 

  • IPCC, 2007b: Summary for Policymakers. In: Climate Change 2007: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. M. L. Parry, O. F. Canziani, J. P. Palutikof, P. J. van der Linden and C. E. Hanson, Eds., Cambridge University Press, Cambridge, UK, 7–22.

    Google Scholar 

  • Kalnay, E., and M. Cai, 2003: Impact of urbanization and land-use change on climate. Nature, 423, 528–531.

    Article  Google Scholar 

  • Karl, T. R., W. C. Wang, M. E. Schlesinger, R. W. Knight, and D. Portman, 1990: A method of relating general circulation model simulated climate to the observed local climate. Part I: Seasonal statistics. J. Climate, 3, 1053–1079.

    Article  Google Scholar 

  • —, H. F. Diaz, and G. Kukla, 1988: Urbanization: its detection and effect in the United States climate record. J. Climate, 11, 1099–1123.

    Article  Google Scholar 

  • Kharin, V. V., and F. W. Zwiers, 2005: Estimating extremes in transient climate change simulations. J. Climate, 18, 1156–1173.

    Article  Google Scholar 

  • Kiktev, D., J. Caesar, L.V. Alexander, H. Shiogama, and M. Collier, 2007: Comparison of observed and multimodeled trends in annual extremes of temperature and precipitation. Geophys. Res. Lett., 34, L10702, doi:10.1029/2007GL029539.

    Article  Google Scholar 

  • Kilsby, C. G., P. S. P. Cowpertwit, P. E. O’connell, and P. D. Jones, 1998: Predicting rainfall statistics in England and Wales using atmospheric circulation variables. Int. J. Climatol., 18, 523–539.

    Article  Google Scholar 

  • Knutti, R., 2008: Should we believe model predictions of future climate change? Phil. Trans. R. Soc. A, 366, 4647–4664, doi: 10.1098/rsta.2008.0169.

    Article  Google Scholar 

  • Lee, T. C., W. M. Leung, and K. W. Chan, 2006: Climatological normals for Hong Kong 1971–2000. Hong Kong Observatory Technical Note (Local) 83, 31 pp.

  • —, H. S. Chan, E. W. L. Ginn, and M. C. Wong, 2011: Long-term trends in extreme temperatures in Hong Kong and southern China. Adv. Atmos. Sci., 28(1), 147–157.

    Article  Google Scholar 

  • Leung, Y. K., K. H. Yeung, E. W. L. Ginn, and W. M. Leung, 2004a: Climate Change in Hong Kong. Hong Kong Observatory Technical Note 107, 41 pp.

  • —, E. W. L. Ginn, M. C. Wu, K. H. Yeung, and W. L. Chang, 2004b: Temperature projections for Hong Kong in the 21st century. Bull. H. K. Meteor. Soc., 14(1/2), 21–48.

    Google Scholar 

  • —, M. C. Wu, K. K. Yeung, and W. M. Leung, 2007: Temperature projections in Hong Kong based on IPCC Fourth Assessment Report. Bull. H. K. Meteor. Soc., 17, 13–22.

    Google Scholar 

  • —, K. M. Yip, and K. H. Yeung, 2008: Relationship between thermal index and mortality in Hong Kong. Meteorological Applications, 15(3), 399–409.

    Article  Google Scholar 

  • Meehl, G. A., F. Zwiers, J. Evans, T. Knutson, L. Mearns, and P. Whetton, 2000: Trends in extreme weather and climate events: Issues related to modeling extremes in projections of future climate change. Bull. Amer. Meteor. Soc., 81(3), 427–436.

    Article  Google Scholar 

  • —, and C. Tebaldi, 2004: More intense, more frequent, and longer lasting heat waves in the 21st century. Science, 305(5686), 994–997, doi: 10.1126/science.1098704.

    Article  Google Scholar 

  • —, and K. A. Hibbard, 2007: A strategy for climate change stabilization experiments with AOGCMs and ESMs. WCRP Informal Report No. 3/2007, ICPO Publication No. 112, IGBP Report No. 57, World Climate Research Programme, Geneva, 35 pp.

    Google Scholar 

  • Mitchell, J. F. B., J. Lowe, R. A. Wood, and M. Vellinga, 2006: Extreme events due to human-induced climate change. Philos. T. Roy. Soc. A, 364, 2117–2133.

    Article  Google Scholar 

  • Murphy, J. M., 1999: An evaluation of statistical and dynamical techniques for downscaling local climate. J. Climate, 12, 2256–2284.

    Article  Google Scholar 

  • Nakicenovic, N., J. Alcamo, G. Davis, B. de Vries, J. Fenhann, S. Gaffin, K. Gregory, A. Grubler, T. Y. Jung, T. Kram, E. L. La Rovere, L. Michaelis, S. Mori, T. Mordsita, W. Pepper, H. Pitcher, L. Price, K. Raihi, A. Roehrl, H.-H. Rogner, A. Sankovski, M. Schlesinger, P. Shukla, S. Smith, R. Swart, S. van Rooijen, N. Victor, and Z. Dadi, 2000: IPCC Special Report on Emissions Scenarios. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 599 pp.

    Google Scholar 

  • Oke, T. R., 1973: City size and the urban heat island. Atmos. Environ., 7, 769–779.

    Article  Google Scholar 

  • —, 1982: The energetic basis of the urban heat island. Quart. J. Roy. Meteor. Soc., 108, 1–24.

    Google Scholar 

  • Pancura, M., and G. S. Lines, 2005: Variability and Extremes in Statistically Downscaled Climate Change Projections at Greenwood Nova Scotia. Meteorological Service of Canada, Atlantic Region Science Report Series 2005–10, October 2005, 35 pp.

  • Peterson, P., 1981: Extreme Temperatures in Hong Kong. Hong Kong Observatory Technical Note (Local) 22, 35 pp.

  • Peterson, T. C., and Coauthors, 2001: Report on the Activities of the Working Group on Climate Change Detection and Related Rapporteurs 1998–2001. WMO, Rep. WCDMP-47, WMO-TD 1071, Genevor, Switzerland, 143 pp.

  • —, 2005: Climate change indices. WMO Bulletin, 54(2), 83–86.

    Google Scholar 

  • Reifen, C., and R. Toumi, 2009: Climate projections: Past performance no guarantee of future skill. Geophys. Res. Lett., 36, L13704, doi:10.1029/2009GL038082.

    Article  Google Scholar 

  • Schubert, S., 1998: Downscaling local extreme temperature changes in southeastern Australia from the CSIRO Mark2 GCM. Int. J. Climatol., 18, 1419–1438.

    Article  Google Scholar 

  • STARDEX, 2005: STARDEX Final Report-Downscaling Climate Extremes, EU. http://www.cru.uea.ac.uk/projects/stardex/reports/STARDEX?FINAL?REPORT. pdf.

  • Sterl, A., C. Severijns, H. Dijkstra, W. Hazeleger, G. Jan van Oldenborgh, M. van den Broeke, G. Burgers, B. van den Hurk, P. Jan van Leeuwen, and P. van Velthoven, 2008: When can we expect extremely high surface temperatures?Geophys. Res. Lett., 35, L14703, doi:10.1029/2008GL034071.

    Article  Google Scholar 

  • Torok, S. J., C. J. G. Morris, C. Skinner, and N. Plummer, 2001: Urban heat island features of Southeast Australian towns. Aust. Met. Mag., 50, 1–13.

    Google Scholar 

  • Wilby, R. L., S. P. Charles, E. Zorita, B. Timbal, P. Whetton, and L. Mearns, 2004: Guidelines for Use of Climate Scenarios Developed from Statistical Downscaling Methods. 27 pp.

  • Wild, H, A. Ohmura, and K. Makowski, 2007: Impact of global dimming and brightening on global warming. Geophy. Res. Lett., 34, L04702, doi:10.1029/2006GL028031.

    Article  Google Scholar 

  • Wilks, D. S., 2006: Statistical Methods in the Atmospheric Sciences. 2nd Edition, Academic Press. London, UK, 627 pp.

    Google Scholar 

  • WMO, 2009: Guidelines on Analysis of Extremes in a Changing Climate in Support of Informed Decisions for Adaptation. Climate Data and Monitoring WCDMP-No.72, 52 pp.

  • Wong, M. C., and H. Y. Mok, 2009: Trends in Hong Kong climate parameters relevant to engineering design. HKIE Civil Division Conference 2009: Conference on Engineers’ Responses to Climate Change, HKO Reprint No. 832, 30 pp.

  • Xu Chong-hai, Shen Xin-yong, and Xu Ying, 2007: An analysis of climate change in East Asia by using the IPCC AR4 simulations. Adv. Clim. Change Res., 3(5), 287–292. (in Chinese)

    Google Scholar 

  • Yang, S., K. M. Lau, and K. M. Liu, 2002: Variations of the East Asian jet stream and Asian-Pacific American winter climate anomalies. J. Climate, 15, 306–325.

    Article  Google Scholar 

  • Zhang, D. F., A. S. Zakey, X. J. Gao, F. Giorgi, and F. Solmon, 2009, Simulation of dust aerosol and its regional feedbacks over East Asia using a regional climate model. Atmos. Chem. Phys., 9, 1095–1110.

    Article  Google Scholar 

  • Zhou, K. M., R. E. Dickinson, Y. H. Tian, J. Y. Fang, Q. Z. Li, R. K. Kaufmann, C. J. Tucker, and R. B. Myneni, 2004: Evidence for a significant urbanization effect on climate in China. Proceedings of the National Academy of Sciences, 101(26), 9540–9544.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Tsz-cheung Lee  (李子祥).

Rights and permissions

Reprints and permissions

About this article

Cite this article

Lee, Tc., Chan, Ky. & Ginn, Wl. Projection of extreme temperatures in Hong Kong in the 21st century. Acta Meteorol Sin 25, 1–20 (2011). https://doi.org/10.1007/s13351-011-0001-3

Download citation

  • Received:

  • Revised:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13351-011-0001-3

Key words

Navigation