Detection and attribution of climate extremes in the observed record

Weather and Climate Extremes

Volumn 11, Issue , 2016, Pages 17-27

  Easterling, David R ^a   Kunkel, Kenneth E ^b   Wehner, Michael F ^c   Sun, Liqiang ^b  

^a NOAA National Centers for Environmental Information   (United States)

^b NORTH CAROLINA STATE UNIVERSITY   (United States)

^c LAWRENCE BERKELEY NATIONAL LABORATORY   (United States)

Author keywords

Attribution; Detection; Extremes; Observed climate change

Indexed keywords

ANTHROPOGENIC EFFECT; CLIMATE CHANGE; CLIMATE MODELING; CLIMATE VARIATION; DATA PROCESSING; DATA QUALITY;

EID: 84960377249     PISSN: 22120947     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.wace.2016.01.001     Document Type: Article

References (79)

1. AghaKourchak A., Behrangi A., Sorooshian S., Hsu K., Amitai E. Evaluation of satellite-retrieved extreme precipitation rates across the central United States. J. Geophys. Res. 2011, 116:D2. 10.1029/2010JD014741.
2. Alexander L.V., et al. Global observed changes in daily climatic extremes of temperature and precipitation. J. Geophys. Res. 2006, 111(D05109):2006. 10.1029/2005JD006290.
3. Alexander L.V. Global observed long-term changes in temperature and precipitation extremes: a review and update since IPCC AR5. Weather Clim Extremes 2015, 11:4-16.
4. Allen M.R. Liability for climate change. Nature 2003, 421:891-892.
5. Allen M.R., Stott P.A. Estimating signal amplitudes in optimal fingerprinting. Part I: theory. Clim. Dyn. 2003, 21:477-491.
6. Allen M.R., Tett S.F.B. Checking for model consistency in optimal fingerprinting. Clim. Dyn. 1999, 15:419-434. 1999.
7. Bindoff N., Stott P., AchutaRao K.M., Allen M., Gillett N., Gutzler D., Hansingo K., Hegerl G., Hu Y., Jain S., Mokhov I., Overland J., Perlwitz J., Sebbari R., Zhang X. Detection and attribution of climate change: from global to regional in: climate change 2013. The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment 2013, Cambridge University Press, Cambridge, United Kingdom, New York, NY, USA. T.F. Stocker, D. Qin, G.-K. Plattner, M. Tignor, S.K. Allen, J. Boschung, A. Nauels, Y. Xia, V. Bex, P.M. Midgley (Eds.).
8. Blunden J., Arndt D.S. State of the Climate in 2014. Bull. Am. Meteor. Soc. 2015, 96:ES1-ES32. 10.1175/2015BAMSStateoftheClimate.1.
9. Burke E.J., Brown S.J., Christidis N. Modeling the recent evolution of global drought and projections for the twenty-first century with the Hadley Center climate model. J. Hydrometeor. 2006, 7:1113-1125. 10.1175/JHM544.1.
10. Cardona O.D., van Aalst M.K., Birkmann J., Fordham M., McGregor G., Perez R., Pulwarty R.S., Schipper E.L.F., Sinh B.T. Determinants of risk: exposure and vulnerability. Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation 2012, 65-108. Cambridge University Press, Cambridge, UK, New York, NY, USA. C.B. Field, V. Barros, T.F. Stocker, D. Qin, D.J. Dokken, K.L. Ebi, M.D. Mastrandrea, K.J. Mach, G.-K. Plattner, S.K. Allen, M. Tignor, P.M. Midgley (Eds.).
11. CCSP, 2008. Weather and Climate Extremes in a Changing Climate. Regions of Focus: North America, Hawaii, Caribbean, and U.S. Pacific Islands. A Report by the U.S. Climate Change Science Program and the Subcommittee on Global Change Research. Thomas R. Karl, Gerald A. Meehl, Christopher D. Miller, Susan J. Hassol, Anne M. Waple, and William L. Murray, (eds.), Department of Commerce, NOAA's National Climatic Data Center, Washington, D.C., USA, 164 pp.
12. Christidis N., Stott P.A., Brown S.J. The role of human activity in the recent warming of extremely warm daytime temperatures. J. Clim. 2011, 24:1922-1930.
13. Christidis N., Stott P.A., Hegerl G.C., Betts R.A. The role of land use change in the recent warming of daily extreme temperatures. Geophys. Res. Lett. 2013, 40:589-594. 10.1002/grl.50159.
14. Coles S. An introduction to the statistical modeling of extreme values 2001, 208. Springer, London.
15. Cowtan K., Way R. Coverage bias in the HadCRUT4 temperature series and its impact on recent temperature trends, Quart. J. R. Meteor. Soc. 2014, 140:1935-1944. 10.1002/qj.2297.
16. Dai A. Increasing drought under global warming in observations and models. Nature Clim. Chang. 2013, 3:52-58.
17. Della-Marta P.M., Wanner H. A method of homogenizing the extremes and mean of daily temperature measurements. J. Clim. 2006, 19:4179-4197.
18. Dole R., et al. Was there a basis for anticipating the 2010 Russian heat wave?. Geophys. Res. Lett. 2011, 38:L06702.
19. Donat M.G., Alexander L.V., Yang H., Durre I., Vose R., Caesar J. Global land-based datasets for monitoring climatic extremes. Bull. Am. Meteor. Soc. 2013, 94:997-1006. 10.1175/BAMS-D-12-00109.1.
20. Easterling D.R., Peterson T. A new method for detecting undocumented discontinuities in climatological time series. Int. J. Climatol. 1994, 15:369-377.
21. Easterling D.R., Meehl G., Changnon S., Parmesan C., Karl T.R., Mearns L.O. Climate extremes: observations, modeling, and impacts. Science 2000, 289:2068-2074.
22. Easterling D.R. Global datasets for analysis of climate extremes. Extremes in a Changing Climate, Water Science and Technology Library 65 2013, 347-361. Springer, Dordrecht. 10.1007/978-94-007-4479-0_1. A. AghaKouchak (Ed.).
23. Fischer E.M., Beyerle U., Knutti R. Robust spatially aggregated projections of climate extremes. Nature Clim. Chang 2013, 10.1038/nclimate2051.
24. Fischer E., Knutti R. Anthropogenic contribution to the global occurrence of heavy precipitation and hot extremes. Nature Clim. Chang 2015, 10.1038/nclimate2617.
25. Folland C., Stone D., Frederiksen C., Karoly D., Kinter J. The International CLIVAR Climate of the 20th Century Plus (C20C+) Project: Report of the Sixth Workshop. CLIVAR Exch. 2014, 19:57-59.
26. Hartmann D.L., Klein Tank A.M.G., Rusticucci M., Alexander L.V., Bronnimann S., Charabi Y., Dentener F.J., Dlugokencky E.J., Easterling D.R., Kaplan A., Soden B.J., Thorne P.W., Wild M., Zhai P.M. Observations: Atmosphere and Surface. Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change 2013, Cambridge University Press, Cambridge UK, New York, NY, USA. T.F. Stocker, D. Qin, G.-K. Plattner, M. Tignor, S.K. Allen, J. Boschung, A. Nauels, Y. Xia, V. Bex, P.M. Midgley (Eds.).
27. Hegerl G.C., Zwiers F.W., Braconnot P., Gillett N.P., Luo Y., Marengo Orsini J.A., Nicholls N., Penner J.E., Stott P.A. Understanding and Attributing Climate Change. Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change 2007, Cambridge University Press, Cambridge, United Kingdom, New York, NY, USA. S. Solomon, D. Qin, M. Manning, Z. Chen, M. Marquis, K.B. Averyt, M. Tignor, H.L. Miller (Eds.).
28. Hegerl G.C., et al. Good practice guidance paper on detection and attribution related to anthropogenic climate change. Meeting report of the Intergovernmental Panel on Climate Change Expert Meeting on Detection and Attribution of Anthropogenic Climate Change 2010, 8. IPCC Working Group I Technical Support Unit, University of Bern, Bern, Switzerland, pps. T.G. Stocker (Ed.).
29. Hegerl G.C. Use of models and observations in event attribution. Environ. Res. Lett. 2015, 10:071001. 10.1088/1748-9326/10/7/071001.
30. Herring, S.C., M.P. Hoerling, T.C. Peterson, and P.A. Stott, Eds., 2014. Explaining Extreme Events of 2013 from a Climate Perspective. Bull. Am. Meteor. Soc. Vol. 95, no. (9), pp. S1-S96.
31. Herring, S.C., M.P. Hoerling, J.P. Kossin, T.C. Peterson, and P.A. Stott, Eds., 2015. Explaining Extreme Events of 2014 from a Climate Perspective. Bull. Amer. Meteor. Soc. Vol. 96, no. (12), pp. S1-S172.
32. Hoerling M., Kumar A., Dole R., Nielsen-Gammon J.W., Eischeid J., Perlwitz J., Quan X.-W., Zhang T., Pegion P., Chen M. Anatomy of an Extreme Event. J. Clim. 2013, 26:2811-2832. 10.1175/JCLI-D-12-00270.1.
33. Holland G., Webster P. Heightened tropical cyclone activity in the North Atlantic: Natural variability or climate trend?. Philos. Trans. R. Soc. London Ser. A 2007, 365:2695-2716.
34. Hulme M. Attributing weather extremes to 'climate change': a review. Prog. Phys. Geography. 2014, 38:499-511.
35. Jarvinen, B.R., Neumann, C.J., Davis, M.A.S., 1984. A tropical cyclone data tape for the North Atlantic Basin, 1886-1983: Contents, limitations, and uses. NOAA Technical Memorandum NWS NHC. Vol. 22, p. 21. Available online at: 〈http://www.nhc.noaa.gov/pdf/NWS-NHC-1988-22.pdf〉.
36. Karl T.R., Diaz H.G., Kukla G. Urbanization: its detection and effect in the United States climate record. J. Clim. 1988, 1:1099-1123.
37. Katz R.W. Statistics of extremes in climate change. Clim. Chang. 2010, 100:71-76.
38. Kim Y.H., Min S.K., Zhang X., Zwiers F., Alexander L.V., Donat M.G., Tung Y.S. Attribution of extreme temperature changes during 1951-2010. Clim. Dyn. 2015, 1-14. 10.1007/s00382-015-2674-2.
39. Kossin J.P., et al. A globally consistent reanalysis of hurricane variability and trends. Geophys. Res. Lett. 2007, 34:L04815.
40. Kossin J.P., Karl T.R., Knutson T.R., Emanuel K.A., Kunkel K.E., O'Brien J.J. Reply to "comments on 'monitoring and understanding trends in extreme storms: state of knowledge'". Bull. Am. Meteor. Soc. 2015, 96:1177-1179.
41. Kunkel K.E., Karl T.R., Easterling D.R. A monte carlo assessment of uncertainties in heavy precipitation frequency variations. J. Hydrometeor. 2007, 8:1152-1160.
42. Kunkel K.E., Karl T.R., Brooks H., Kossin J., Lawrimore J., Arndt D., Bosart L., Changnon D., Cutter S.L., Doesken N., Emanuel K., Groisman P.Ya., Katz R.W., Knutson T., O'Brien J., Paciorek C.J., Peterson T., Redmond K., Robinson D., Trapp J., Vose R., Weaver S., Wehner M., Wolter K., Wuebbles D. Monitoring and understanding changes in extreme storms: state of knowledge. Bull. Am. Meteor. Soc. 2013, 94:499-514. 10.1175/BAMS-D-12-00066.1.
43. Kunkel K.E., Frankson R.M. Global land surface extremes of precipitation: Data limitations and trends. J. Extreme Events 2015, 10.1142/S2345737615500049.
44. Landsea C.W. Counting Atlantic tropical cyclones back to 1900. EOS Trans. 2007, 88:197-202.
45. Landsea C.W. Comments on "monitoring and understanding trends in extreme storms: state of knowledge". Bull. Am. Meteor. Soc. 2015, 96:1175-1176. 10.1175/BAMS-D-13-00211.1.
46. Landsea C.W., et al. The Atlantic hurricane database reanalysis project: Documentation for the 1851-1910 alterations and additions to the HURDAT database. Hurricanes and Typhoons: Past, Present and Future 2004, 177-221. Columbia University Press, New York, NY. R.J. Murname, K.-B. Liu (Eds.).
47. Menne M., Williams C. Homogenization of temperature series via pairwise comparisons. J. Clim. 2009, 22:1700-1717.
48. Menne M.J., Durre I., Vose R.S., Gleason B.E., Houston T.G. An overview of the Global Historical Climatology Network-Daily database. J. Atmos. Ocean. Technol. 2012, 29:897-910. 10.1175/JTECH-D-11-00103.1.
49. Min S.-K., Zhang X., Zwiers F.W., Hegerl G.C. Human contribution to more-intense precipitation extremes. Nature 2011, 470:378-381.
50. Min S.-K., Zhang X., Zwiers F.W., Shiogama H., Tung Y.-S., Wehner M. Multi-Model Detection and Attribution of Extreme Temperature Changes. J. Clim. 2013, 26:7430-7451. 10.1175/JCLI-D-12-00551.1.
51. Otto F.E.L., Massey N., van Oldenborgh G.J., Jones R.G., Allen M.R. Reconciling two approaches to attribution of the 2010 Russian heat wave. Geophys. Res. Lett. 2012, 39:L04702.
52. Pall P., Aina T., Stone D.A., Stott P.A., Nozawa T., Hilberts A.G.J., Lohmann D., Allen M.R. Anthropogenic greenhouse gas contribution to UK autumn flood risk. Nature 2011, 470:382-385.
53. Pall P., Wehner Michael, Stone D.áithí Probabilistic Extreme Event Attribution in Dynamics and Predictability of Large-Scale, High-Impact Weather and Climate Events 2015, Cambridge University Press, Cambridge, (in press). R. Grotjahn, J. Li, R. Swinbank, H. Volkert (Eds.).
54. Peterson, T.C., Stott, P.A. and Herring, S., eds., 2012. Explaining extreme events of 2011 from a climate perspective. Bull. Amer. Meteor. Soc. Vol. 93, pp. 1041-1067.
55. Peterson, T.C., Hoerling, M.P., Stott, P.A. and Herring, S., eds., 2013. Explaining extreme events of 2012 from a climate perspective. Bull. Amer. Meteor. Soc. Vol. 94, no. (9), pp. S1-S74.
56. Robine J.-M., Cheung S.L.K., Le Roy S., et al. Death toll exceeded 70,000 in Europe during the summer of 2003. Comptes Rendus Biol. 2008, 331:171-178.
57. Sen P.K. Estimates of the regression coefficient based on Kendall's Tau. J. Am. Stat. Assoc. 1968, 63:1379-1389.
58. Seneviratne S., Nichols N., Easterling D., Goodess C., Kanae S., Kossin J., Luo Y., Marengo J., McInnes K., Rahimi M., Reichstein M., Sorteberg A., Vera C., Zhang X. Changes in climate extremes and their impacts on the natural physical environment, chapter 3 in IPCC Special Report on Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation 2012, Cambridge University Press, Cambridge, UK, New York, NY, USA.
59. Seneviratne S., Zwiers F. Attribution and prediction of extreme events: Editorial on the special issue. Weather Clim. Extremes 2015, 9:2-5. 10.1016/j.wace.2015.08.003.
60. Sheffield J., Wood E.F., Roderick M.L. Little change in global drought over the past 60 years. Nature 2012, 491(7424):435-438.
61. Shiogama H., Christidis N., Caesar J., Yokohata T., Nozawa T., Emori S. Detection of greenhouse gas and aerosol influences on changes in temperature extremes. SOLA 2006, 2:152-155.
62. Sillman J., Croci -Maspoli M., Kallache M., Katz R. Extreme cold winter temperatures in Europe under the influence of north atlantic atmospheric blocking. J. Clim. 2011, 24:5899-5913. 10.1175/2011JCLI4075.1.
63. Sippel S., Walton P., Otto F.E.L. Stakeholder perspectives on the attribution of extreme weather events: an explorative enquiry. Weather Climate Soc. 2015, 7:224-237. 10.1175/WCAS-D-14-00045.1.
64. Stone D.A., Allen M.R. The end-to-end attribution problem: from emissions to impacts. Clim. Chang. 2005, 71:303-318.
65. Stott P.A., Stone D.A., Allen M.R. Human contribution to the European heatwave of 2003. Nature 2004, 432:610-614.
66. Stott, et al. Attribution of weather and climate-related events. in climate science for serving society. Research, Modelling and Prediction Priorities 2013, 307-337. Springer, Dordrecht. G.R. Asrar, J.W. Hurrell (Eds.).
67. Trenberth K.E., Fasullo J.T., Shepherd T.G. Attribution of climate extreme events. Nat. Clim. Chang. 2015, 10.1038/NCLIMATE2657.
68. Trewin B. Exposure, instrumentation, and observing practice effects on land temperature measurements. Wiley Interdiscip. Rev.: Clim. Chang. 2010, 1(4):490-506.
69. Trewin B. A daily homogenized temperature data set for Australia. Int. J. Climatol. 2013, 10.1002/joc.3530.
70. Vecchi G.A., Knutson T.R. Estimating annual numbers of Atlantic hurricanes missing from the HURDAT database (1878-1965) using ship track density. J. Clim. 2011, 24:1736-1746. 10.1175/2010JCLI3810.1.
71. Walsh J., Wuebbles D., Hayhoe K., Kossin J., Kunkel K., Stephens G., Thorne P., Vose R., Wehner M., Willis J., Anderson D., Doney S., Feely R., Hennon P., Kharin V., Knutson T., Landerer F., Lenton T., Kennedy J., Somerville R. Ch. 2: Our Changing Climate. Climate Change Impacts in the United States: The Third National Climate Assessment 2014, U.S. Global Change Research Program, United States, 2-1-2-nn. J.M. Melillo, T.(.T.C.). Richmond, G.W. Yohe (Eds.).
72. Walsh K.J.E., Camargo S., Vecchi G., Daloz A.S., Elsner J., Emanuel K., Horn M., Lim Y.-K., Roberts M., Patricola C., Scoccimarro E., Sobel A., Strazzo S., Villarini G., Wehner M., Zhao M., Kossin J., LaRow T., Oouchi K., Schubert S., Wang H., Bacmeister J., Chang P., Chauvin F., Jablonowski C., Kumar A., Murakami H., Ose T., Reed K., Saravanan R., Yamada Y., Zarzycki C., Vidale P.-L., Jonas J., Henderson N. Hurricanes and climate: the U.S. CLIVAR working group on hurricanes. Bull. Am. Meteor. Soc. 2014, 10.1175/BAMS-D-13-00242.1.
73. Wehner M.F., Easterling D.R., Lawrimore J.H., Heim R.R., Vose R.S., Santer B.D. Projections of future drought in the continental United States and Mexico. J. Hydrometeor. 2011, 12:1359-1377. 10.1175/2011JHM1351.1.
74. Wehner M.F. Very extreme seasonal precipitation in the NARCCAP ensemble: Model performance and projections. Clim. Dyn. 2013, 40:59-80. 10.1007/s00382-012-1393-1.
75. Wehner M.F., Reed K.A., Prabhat F.Li, Bacmeister J., Chen C.-T., Paciorek C., Gleckler P., Sperber K., Collins W.D., Gettelman A., Jablonowski C. The effect of horizontal resolution on simulation quality in the Community Atmospheric Model, CAM5.1. J. Model. Earth Syst. 2014, 06:980-997. 10.1002/2013MS000276.
76. Woodhouse C., Overpeck J. 2000 years of drought variability in the Central United States. Bull. Am. Meteor. Soc. 1998, 79:2693-2714.
77. Zwiers F.W., Zhang X., Feng Y. Anthropogenic influence on long return period daily temperature extremes at regional scales. J. Clim. 2011, 24:881-892. 10.1175/2010JCLI3908.1.
78. Zwiers F.W., et al. Challenges in estimating and understanding recent changes in the frequency and intensity of extreme climate and weather events. in climate science for serving society. Research, Modelling and Prediction Priorities 2013, 339-389. Springer, Dordrecht. G.R. Asrar, J.W. Hurrell (Eds.).
79. van Oldenborgh G.J., van Urk A., Allen M.R. The absence of a role of climate change in the 2011 Thailand floods. Bull. Am. Met. Soc 2012, 93:1047-1049. 10.1175/BAMS-D-12-00021.1.