Skip to main content

Advertisement

Log in

Estimation of global temperature trends: what’s important and what isn’t

  • Published:
Climatic Change Aims and scope Submit manuscript

Abstract

In this essay we discuss the development of and estimation of uncertainties in the global surface temperature record. We briefly discuss the similarities in and differences between the records from the institutions that produce such series. We then consider the numerous issues that must be addressed to enable accurate estimates to be derived. We consider these in their order of importance with respect to the record: biases in the sea surface temperature data, exposure of land-based thermometers before about 1900, urbanization effects in some series, and, finally, the homogeneity of individual land-based records.

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

  • Böhm R, Jones PD, Hiebl, J, Frank D, Brunetti M, Maugeri M (2010) The early instrumental warm-bias: a solution for long Central European temperature series, 1760–2007. Clim Change. doi:10.1007/s10584-009-9649-4

    Google Scholar 

  • Brohan P, Kennedy J, Harris I, Tett SFB, Jones PD (2006) Uncertainty estimates in regional and global observed temperature changes: a new dataset from 1850. J Geophys Res 111:D12106

    Article  Google Scholar 

  • Brunet M, Asin J, Sigró J, Bañon M, García F, Aguilar E, Palenzuela JE, Peterson TP, Jones PD (2010) The minimization of the screen bias from ancient western Mediterranean air temperature records: an exploratory statistical analysis. Int J Climatol (conditionally accepted)

  • Compo GP, Whitaker JS, Sardeshmukh PD (2006) Feasibility of a 100 year reanalysis using only surface pressure data. Bull Am Meteorol Soc 87:175–190

    Article  Google Scholar 

  • Farmer G, Wigley TML, Jones PD, Salmon M (1989) Documenting and explaining recent global-mean temperature changes. Final report to the UK Natural Environment Research Council (NERC) under Contract GR3/6565

  • Folland CK, Parker DE (1995) Correction of instrumental biases in historical sea surface temperature data. Q J R Meteorol Soc 121:319–367

    Article  Google Scholar 

  • Hansen J, Ruedy R, Glascoe J, Sato M (1999) GISS analysis of surface temperature change. J Geophys Res 104:30997–31022

    Article  Google Scholar 

  • Hansen J et al (2001) A closer look at United States and global surface temperature change. J Geophys Res 106:23947–23963

    Article  Google Scholar 

  • Hansen J, Sato M, Ruedy R, Lo K, Lea DW, Medina-Elizade M (2006) Global temperature change. Proc Natl Acad Sci 103:14288–14293

    Article  Google Scholar 

  • Ishii M et al (2005) Objective analysis of SST and marine meteorological variables for the 20th century using ICOADS and the Kobe collection. Int J Climatol 25:865–879

    Article  Google Scholar 

  • Jansen E, Overpeck J, Briffa KR, Duplessy J-C, Joos F, Masson-Delmotte V, Olago D, Otto-Bliesner B, Peltier WR, Rahmstorf S, Ramesh R, Raynaud D, Rind D, Solomina O, Villalba R, Zhang D (2007) Palaeoclimate. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Climate change 2007: the physical science basis; contribution of working group I to the fourth assessment report of the Intergovernmental Panel on Climate Change. Cambridge University Press, pp 433–497

  • Jones PD (1994) Hemispheric surface air temperature variations: a reanalysis and an update to 1993. J Clim 7:1794–1802

    Article  Google Scholar 

  • Jones PD, Lister DH (2009) The urban heat island in Central London and urban-related warming trends in Central London since 1900. Weather 64:323–327

    Article  Google Scholar 

  • Jones PD, Groisman PY, Coughlan M, Plummer N, Wang W-C, Karl TR (1990) Assessment of urbanization effects in time series of surface air temperature over land. Nature 347:169–172

    Article  Google Scholar 

  • Jones PD, Osborn TJ, Briffa KR (1997) Estimating sampling errors in large-scale temperature averages. J Climate 10:2548–2568

    Article  Google Scholar 

  • Jones PD, Briffa KR, Osborn TJ (2003) Changes in the Northern hemisphere annual cycle: implications for paleoclimatology? J Geophys Res 108:4588

    Article  Google Scholar 

  • Jones PD, Lister DH, Li Q (2008) Urbanization effects in large-scale temperature records, with an emphasis on China. J Geophys Res 113:D16122

    Article  Google Scholar 

  • Karl TR, Williams CN Jr, Young PJ, Wendland WM (1986) A model to estimate the time of observation bias associated with monthly mean maximum, minimum, and mean temperature for the United States. J Clim Appl Meteorol 25:145–160

    Article  Google Scholar 

  • Karl TR, Knight RW, Christy JR (1994) Global and hemispherical trends: uncertainties related to inadequate sampling. J Climate 7:1144-1163

    Article  Google Scholar 

  • Karl TR, Hassol SJ, Miller CD, Murray WL (eds) (2006) Temperature trends in the lower atmosphere: steps for understanding and reconciling differences. A report by the climate change science program and subcommittee on global change research, Washington, DC, 180 pp. http://www.climatescience.gov/Library/sap/sap1-1/finalreport/default.htm

  • Köppen W (1873) Über mehrjährige Perioden der Witterung, insbesondere über die 11-jährige Periode der Temperatur. Zeitschrift der Österreichischen Gesellschaft für Meteorologie, Bd VIII, pp 241–248, 257–267

  • Le Treut H, Somerville R, Cubasch U, Ding Y, Mauritzen C, Mokssit A, Peterson T, Prather M (2007) Historical overview of climate change. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Climate change 2007: the physical science basis. Contribution of Working Group I to the fourth assessment report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, pp 93–127

    Google Scholar 

  • Lugina KM et al (2005) Monthly surface air temperature time series area-averaged over the 30-degree latitudinal belts of the globe, 1881–2004. In: Trends: a compendium of data on global change. Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, US Department of Energy, Oak Ridge, Tennessee, USA. http://cdiac.esd.ornl.gov/trends/temp/lugina/lugina.html

  • Maury MF (1855) Wind and current charts, 7th edn. US Navy, Philadelphia

    Google Scholar 

  • Menne MJ, Williams CN Jr, Vose RS (2009) The United States Historic Climate Network monthly temperature data: version 2. Bull Am Meteorol Soc 90:993–1007

    Article  Google Scholar 

  • Moberg A, Alexandersson H, Bergström H, Jones PD (2003) Were south Swedish summer temperatures before 1860 as warm as measured? Int J Climatol 23:1495–1521

    Article  Google Scholar 

  • Nicholls N, Tapp R, Burrows K (1996) Historical thermometer exposures over Australia. Int J Climatol 16:705–710

    Article  Google Scholar 

  • Parker DE (1994) Effects of changing exposure of thermometers at land stations. Int J Climatol 14:1–31

    Article  Google Scholar 

  • Parker DE (2004) Large-scale warming is not urban. Nature 432:290–290

    Article  Google Scholar 

  • Parker DE (2006) A demonstration that large-scale warming is not urban. J Climate 19:2882–2895

    Article  Google Scholar 

  • Parker DE, Jones PD, Peterson TC, Kennedy J (2009) Comment on “Unresolved issues with the assessment of multidecadal global land surface temperature trends” by Roger A. Pielke Sr. et al. J Geophys Res 114:D05104

    Article  Google Scholar 

  • Peterson TC (2003) Assessment of urban versus rural in situ surface temperatures in the contiguous United States: no difference found. J Climate 16:2941–2959

    Article  Google Scholar 

  • Peterson TC, Owen TW (2005) Urban heat island assessment: metadata are important. J Climate 18:2637–2646

    Article  Google Scholar 

  • Quayle RG, Easterling DR, Karl TR, Hughes PY (1991) Effects of recent thermometer changes in the cooperative station network. Bull Am Meteorol Soc 72:1718–1723

    Article  Google Scholar 

  • Rayner NA, Horton EB, Parker DE, Folland CK, Hackett RB (1996) Global sea ice and sea surface temperature data set, 1903–1994, Hadley Centre Clim Res Tech Note, CRTN 74, Met Office Hadley Centre, UK

  • Reynolds RW, Rayner NA, Smith TM, Stokes DC, Wang W (2002) An improved in situ and satellite SST analysis for climate. J Climate 15:1609–1625

    Article  Google Scholar 

  • Smith TM, Reynolds RW (2005) A global merged land and sea surface temperature reconstruction based on historical observations (1880–1997). J Climate 18:2021–2036

    Article  Google Scholar 

  • Smith TM, Reynolds RW, Peterson TC, Lawrimore J (2008) Improvements to NOAA’s historical merged land-ocean surface temperature analysis (1880–2006). J Climate 21:2283–2293

    Article  Google Scholar 

  • Thompson DWJ, Kennedy JJ, Wallace JM, Jones PD (2008) A large discontinuity in the mid-twentieth century in observed global-mean surface temperature. Nature 453:646–649

    Article  Google Scholar 

  • Trenberth KE, Jones PD, Ambenje P, Bojariu R, Easterling D, Klein Tank A, Parker D, Rahimzadeh F, Renwick JA, Rusticucci M, Soden B, Zhai P (2007) Observations: surface and atmospheric climate change. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, Tignor M, Miller HL (eds) Climate change 2007: the physical science basis. Contribution of Working Group 1 to the fourth assessment report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, pp 235–336

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Phil D. Jones.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Jones, P.D., Wigley, T.M.L. Estimation of global temperature trends: what’s important and what isn’t. Climatic Change 100, 59–69 (2010). https://doi.org/10.1007/s10584-010-9836-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10584-010-9836-3

Keywords

Navigation