Minding our methods: How choice of time series, reference dates, and statistical approach can influence the representation of temperature change

Environmental Science and Technology

Volumn 46, Issue 14, 2012, Pages 7435-7441

  Stevenson, Kalb ^a   Alessa, Lilian ^a   Altaweel, Mark ^b   Kliskey, Andrew D ^a   Krieger, Kacy E ^a  

^a UNIVERSITY OF ALASKA ANCHORAGE   (United States)

^b UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ATMOSPHERIC MODELING; CLIMATE CHANGE; DATA SET; POLAR REGION; STATISTICAL ANALYSIS; TEMPERATURE PROFILE; TEMPORAL PERIOD; TIME SERIES ANALYSIS; TREND ANALYSIS; WARMING;

ARTICLE; CLIMATE CHANGE; ENVIRONMENTAL TEMPERATURE; ENVIRONMENTAL TEMPERATURE CHANGE; GEOGRAPHY; GREENHOUSE EFFECT; REFERENCE DATE; SEASONAL VARIATION; STATISTICAL ANALYSIS; TIME SERIES ANALYSIS; TROPOSPHERE; UNITED STATES;

ALASKA; CLIMATE CHANGE; GEOGRAPHY; HISTORY, 20TH CENTURY; METEOROLOGY; MODELS, STATISTICAL; SEASONS; TEMPERATURE; TIME FACTORS;

ALASKA; UNITED STATES;

EID: 84863971224     PISSN: 0013936X     EISSN: 15205851     Source Type: Journal    
DOI: 10.1021/es2044008     Document Type: Article

References (38)

1. White, D.; Hinzman, L.; Alessa, L.; Cassano, J.; Chambers, M.; Falkner, K.; Francis, J. The arctic freshwater system: changes and impacts J. Geophys. Res. 2007, 112, G04S54
2. Alessa, L.; Altaweel, M.; Bone, C.; Kliskey, A.; Schnabel, W.; Stevenson, K Alaskas freshwater resources: Issues affecting local and international interests J. Am. Water Resour. Assoc. 2011, 47 (1) 143-157
3. Arctic Climate Impact Assessment (ACIA); Cambridge University Press: New York, 2005.
4. AIM (Accuracy in Media). "AIM Report: Science forsale: The global warming scam". 26 August (2002. http://www.aim.org/aim-report/aim-report- science-for-sale-the-global-warming-scam/ (Accessed 18 May 2012).
5. Ward, B. " A media relations mistake and inaccurate reporting about climate change ". Grantham Research Institute on Climate Change and the Environment, 15 July 2011. http://www2.lse.ac.uk/GranthamInstitute/Media/ Commentary/2011/July/inaccurate-reporting-climate-change.aspx (Accessed 18 May 2012).
6. Booker, C. " Global warming? A new ice age? The only certainty is that YOURE paying for the hysteria of our politicians ". The Daily Mail, 06 July 2011. http://www.dailymail.co.uk/debate/article-2011667/Global-warming- new-ice-age-YOURE-paying-politicians-hysteria.html# (Accessed 18 May 2012).
7. Bowling, S. A. Problems with the use of climatological data to detect climatic change at high latitudes. In Proceedings of the International Conference on the Role of the Polar Regions in Global Change, June 11-15, 1990, University of Alaska Fairbanks, Fairbanks, AK, pp 206-209. http://climate.gi. alaska.edu/bowling/AKchange.html (Accessed 18 May 2012).
8. Henson, B. Going to extremes. UCAR Quart. 2005. Winter 2004-2005. http://www.ucar.edu/communications/quarterly/winter04/extremes.html (Accessed 18 May 2012).
9. Gates, N., Ed. The Alaska Almanac: Facts About Alaska, 30th Anniversary ed.; Alaska Northwest Books: Portland, OR, 2006.
10. Benson, C. S.; Bowling, S. A.; Weller, G. Urban climates in Alaska Environment 1983, 15 (2) 23-26
11. Martyn, D. Climates of the World: Developments in Atmospheric Science; Elsevier: Amsterdam, Netherlands, 1992.
12. Overland, J. E.; Adams, J. M; Bond, N. A. Decadal variation of the Aleutian Low and its relation to high-latitude circulation J. Climatol. 1999, 12 (5) 1542-1548
13. Stafford, J. M.; Wendler, G; Curtis, J. Temperature and precipitation of Alaska: 50 year trend analysis Theor. Appl. Climatol. 2000, 67, 33-44
14. Polyakov, I. V.; Bekryaev, R. V.; Alekseev, G. V.; Bhatt, U. S.; Colony, R. L.; Johnson, M. A.; Maskshtas, A. P.; Walsh, D Variability and trends of air temperature and pressure in the Maritime Arctic J. Climatol. 2003, 16, 2067-2077
15. Papineau, J. M. Wintertime temperature anomalies in Alaska correlated with ENSO and PDO Int. J. Climatol. 2001, 21, 1577-1592
16. Chavez, F. P.; Ryan, J.; Lluch-Cota, S. E.; Niquen, M From anchovies to sardines and back: Multidecadal change in the Pacific Ocean Science 2003, 299, 217-221
17. Mantua, N. J.; Hare, S. R.; Zhang, Y.; Wallace, J. M.; Francis, R. C. A Pacific interdecadal climate oscillation with impacts on salmon production Bull. Am. Meteorol. Soc. 1997, 78, 1069-1079
18. Bond, N. A.; Harrison, D. E. ENSOs effect on Alaska during opposite phases of the Arctic Oscillation Int. J. Climatol. 2006, 26 (13) 1821-1841
19. Masuda, S.; Awaji, T.; Sugiura, N.; Toyoda, T.; Ishikawa, Y; Horiuchi, K. Interannual variability of temperature inversions in the subarctic North Pacific Geophys. Res. Lett. 2006, 33 (24) L24610
20. Combes, V.; Di Lorenzo, E. Intrinsic and forced interannual variability of the Gulf of Alaska mesoscale circulation Prog. Oceanogr. 2007, 75 (2) 266-286
21. McLean, J. D.; Freitas, C. R.; Carter, R. M; Influence of the southern oscillation on tropospheric temperature J. Geophys. Res. 2009, 114, D14104
22. Trenberth, K. E.; Jones, P. D.; Ambenje, P.; Bojariu, R.; Easterling, D.; Klein Tank, A.; Parker, D.; Rahimzadeh, F.; Renwick, J. A.; Rusticucci, M.; Soden, B.; Zhai, P; Observations: Surface and Atmospheric Climate Change. In Climate Change 2007. The Physical Science Basis. Contribution of WG 1 to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change; Solomon, S.; Qin, D.; Manning, M.; Chen, Z.; Marquis, M. C.; Averyt, K. B.; Tignor, M.; Miller, H. L., Eds.; Cambridge University Press: Cambridge, U. K., and New York, 2007; pp 235-336, plus annex online.
23. Graham, N. E. Decadal-scale climate variability in the tropical and North Pacific during the 1970s and 1980s: Observations and model results Clim. Dyn. 1994, 10, 135-162
24. Renwick, J. A.; Wallace, J. M. Relationships between North Pacific winter blocking, El Nino, and the PNA pattern Month. Weath. Rev. 1996, 124, 2071-2076
25. Trenberth, K. E. Recent Observed Interdecadal Climate Changes in the Northern Hemisphere Bull. Am. Meteorol. Soc. 1990, 71 (7) 988-993
26. Ghil, M.; Vautard, R. Interdecadal oscillations and the warming trend in global temperature time series Nature 1991, 350, 324-327
27. Bone, C.; Alessa, L.; Kliskey, A.; Altaweel, M.; Influence of statistical methods and reference dates on describing temperature change in Alaska. J. Geophys. Res. 2010, 115, D19122, doi: 10.1029/2010JD014289.
28. Marvin, C. F. Concerning normals, secular trends and climatic changes Month. Weath. Rev. 1923, 51, 383-390
29. Santer, B. D. Separating signal and noise in atmospheric temperature changes: The importance of timescale. J. Geophys. Res. 2011, 116, D22105, doi: 10.1029/2011JD016263.
30. Hartmann, B; Wendler, G. The significance of the 1976 Pacific Climate Shift in the Climatology of Alaska J. Clim. 2005, 18, 4824-4839
31. Alaska Climate Research Center. Climatological Data-Monthly Time Series. 2010. http://climate.gi.alaska.edu.
32. Gallant, A. L.; Binnian, E. F.; Omernik, J. M.; Shasby, M. B. Ecoregions of Alaska; Professional Paper 1567; U.S. Geological Survey, 1995.
33. Folland, C. K.; Rayner, N. A.; Brown, S. J.; Macadam, I.; Stendel, M; Norris, W. B. Global temperature change and its uncertainties since 1861 Geophys. Res. Lett. 2001, 28 (13) 2621-2624
34. Mann, M. E. On smoothing potentially non-stationary climate time series Geophys. Res. Lett. 2004, 31, LO7214
35. Soon, W.; Legates, D.; Baliunas, S. Estimation and representation of long-term (>40 year) trends of Northern-Hemisphere-gridded surface temperature: A note of caution Geophys. Res. Lett. 2004, 31, L03209
36. Wendler, G.; Shulski, M. A century of climate change for Fairbanks, Alaska Arctic 2009, 62 (3) 295-300
37. Muhlbauer, A; Spichtinger, P.; Lohmann, U. Application and comparison of robust linear regression methods for trend estimation J. Appl. Meteorol. Climatol. 2009, 48, 1961-1970
38. Easterling, D. R.; Meehl, G. A.; Parmesan, C.; Changnon, S. A.; Karl, T. R.; Mearns, L. O. Climate extremes: Observations, modeling, and impacts Science 2000, 289, 2068-2074