Abstract
Previous chapters have concentrated on what observations tell us about the climate of North America and how it has changed with time. Proxy records provide the data for geological time scales, weather station measurements cover the last 150 years or so, and satellite observations are available for the last four decades. This is the first of two chapters on the evaluation and use of computer models to simulate recent climate change in North America and to estimate future climate resulting from emissions of greenhouse gases into the atmosphere and land use change. This chapter concentrates on global models; the following chapter focuses on regional models.
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References
Abe M, Shiogama H, Nozawa T, Emori S (2011) Estimation of future surface temperature changes constrained using the future-present correlated modes in inter-model variability of CMIP3 multimodel simulations. J Geophys Res-Atmospheres 116. doi: 10.1029/2010JD015111
AchutaRao K, Sperber KR (2002) Simulation of the El Niño southern oscillation: results from the coupled model intercomparison project. Clim Dyn 19:191–209
AchutaRao K, Sperber KR (2006) ENSO simulation in coupled ocean-atmosphere models: are the current models better? Clim Dyn 27:1–15. doi:10.1007/s00382-006-0119-7
AchutaRao K et al (2004) An appraisal of coupled climate model simulations. UCRL-TR-202550, Lawrence Livermore National Laboratory, Livermore, CA, pp 197
Adams DK, Comrie AC (1997) The North American monsoon. Bull Amer Meteor Soc 78:2197–2213. doi:10.1175/1520-0477(1997)078<2197:TNAM>2.0.CO;2
Allan RP, Soden BJ (2008) Atmospheric warming and the amplification of precipitation extremes. Science 321:1481–1484. doi:10.1126/science.1160787
Anderson BT (2011) Near-term increase in frequency of seasonal temperature extremes prior to the 2 °C global warming target. Clim Change 108:581–589. doi:10.1007/s10584-011-0196-4
Biasutti M, Sobel AH (2009) Delayed Sahel rainfall and global seasonal cycle in a warmer climate. Geophys Res Lett 36. doi: 10.1029/2009GL041303
Boe J, Hall A, Qu X (2009) September sea-ice cover in the Arctic Ocean projected to vanish by 2100. Nat Geosci. doi:10.1038/NGEO467
Braganza K, Karoly DJ, Arblaster JM (2004) Diurnal temperature range as an index of global climate change during the twentieth century. Geophys Res Lett 31:L13217. doi:10.1029/2004GL019998
Brekke LD, Dettinger MD, Maurer EP et al (2008) Significance of model credibility in estimating climate projection distributions for regional hydroclimatological risk assessments. Clim Change 89:371–394. doi:10.1007/s10584-007-9388-3
Brown RD, Mote PW (2009) The response of northern hemisphere snow cover to a changing climate. J. Clim 22:2124–2145. doi: http://dx.doi.org/10.1175/2008JCLI2665.1
Busby SJ (2008) Simulating multiyear drought events in North America with the HadCM3 climate model. Weather 63:240–243
Camargo SJ (2012) Global and regional aspects of tropical cyclone activity in the CMIP5 models. J Clim submitted
Christensen J, Kjellstrom E, Giorgi F et al (2010) Weight assignment in regional climate models. Clim Res 44:179–194. doi:10.3354/cr00916
Christensen, JH, Hewitson B, Busuioc A et al (2007) Regional climate projections. In: Solomon S, Qin D, Manning M et al (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 (AR4 Chapter 11)
Cook ER, Woodhouse C, Eakin CM et al (2004) Long term aridity changes in the western United States. Science 306:1015–1018
Connolley W, Bracegirdle T (2007) An antarctic assessment of IPCC AR4 coupled models. Geophys Res Lett 34. doi: 10.1029/2007GL031648
Coquard J, Duffy PB, Taylor KE (2004) Present and future surface climate in the western US as simulated by 15 global climate models. Clim Dyn 23:455–472
Déry SJ, Wood EF (2006) Analysis of snow in the 20th and 21st century. Geophysical Fluid Dynamics Laboratory coupled climate model simulations. J Geophys Res 111:D19113. doi: 10.1029/2005JD006920
Dai A, Trenberth KE, Karl TR (1999) Effects of clouds, soil moisture, precipitation, and water vapor on diurnal temperature range. J Clim 12:2451–2473. doi: 10.1175/1520-0442(1999)0122.0.CO;2
Dai A et al (2001) Climates of the twentieth and twenty-first centuries simulated by the NCAR climate system model. J Clim 14:485–519
Derksen C, Brown R (2012) Spring snow cover extent reductions in the 2008-2012 period exceeding climate model projections. Geophys Res Lett. doi: 10.1029/2012GL053387, in press
Dhakhwa GB, Campbell CL (1998) Potential effects of differential day-night warming in global climate change on crop production. Clim Change 40:647–667
Dietmüller S, Ponater M, Sausen R et al (2008) Contrails, natural clouds, and diurnal temperature range. J Clim 21:5061–5075. doi:10.1175/2008JCLI2255
Diffenbaugh NS, Ashfaq M (2010) Intensification of hot extremes in the United States. Geophys Res Lett 37:L15701. doi:10.1029/2010GL043888
Diffenbaugh N, Pal J, Trapp R et al (2005) Fine-scale processes regulate the response of extreme events to global climate change. Proc Natl Acad Sci 102(44):15774–15778
Duffy PB, Tebaldi C (2012) Increasing prevalence of extreme summer temperatures in the US. Clim Change 111(2):487–495. doi:10.1007/s10584-012-0396-6
Douglas MW, Maddox RA, Howard k, Reyes S (1993) The Mexican monsoon. J Clim 6:1665–1677
Easterling DR et al (1997) Maximum and minimum temperature trends for the globe. Science 277:364–367
Feng S, Oglesby RJ (2010) Influence of Atlantic sea surface temperatures on persistent drought in North America. Clim Dyn. doi:10.1007/s00382-010-0835-x
Feng S, Oglesby RJ, Rowe CM et al (2008) Atlantic and Pacific SST influences on medieval drought in North America simulated by the community atmospheric model. J Geophys Res 113:D11101. doi:10.1029/2007JD00934
Fyfe JC, Boer GJ, Flato GM (1999) The Arctic and Antarctic oscillations and their projected changes under global warming. Geophys Res Lett 26(11):1601–1604. doi:10.1029/1999GL900317
Frei A, Brown R, Miller JA, Robinson DA (2005) Snow mass over North America: observations and results from the second phase of the atmospheric model intercomparison project. J Hydrom 6:681–695. doi: http://dx.doi.org/10.1175/JHM443.1
Frei A, Gong G (2005) Decadal to century scale trends in North American snow extent in coupled atmosphere-ocean general circulation models. Geophys Res Lett 32:L18502. doi:10.1029/2005GL023394
Furtado JC, Di Lorenzo E, Schneider N et al (2011) North Pacific decadal variability and climate change in the IPCC AR4 models. J Clim 24:3049–3067
Gallo KP, Easterling DR, Peterson TC (1996) The influence of land use/land cover on climatological values of the diurnal temperature range. J Clim 9:2941–2944
Gates WL, Rowntree PR, Zeng Q-C (1990) Validation of climate models. In: Houghton JT, Jenkins GJ, Ephraums JJ (eds) Climate change, the IPCC scientific assessment. Cambridge University Press, Cambridge, pp 93–130
Gates WL, Henderson-Sellers A, Boer GJ et al (1995) Climate models–evaluation. In: Houghton JT, Meira Filho LG, Callander BA et al (eds) Climate change 1995 the science of climate change, contribution of working group I to the second assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge
Greene AM, Goddard L, Lall U (2006) Probabilistic multimodel regional temperature change projections. J Clim 19:4326–4343
Guilyardi E, Bellenger H, Collins M et al (2012) A first look at ENSO in CMIP5. CLIVAR Exch 17:29–32. ISSN: 1026-0471
Gutowski WJ, Hegerl GC, Holland GJ et al (2008) Causes of observed changes in extremes and projections of future changes. In: Karl, TR, Meehl GA, Christopher DM et al (eds) 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, Washington, DC. pp 81–116
Hall A, Qu X (2006) Using the current seasonal cycle to constrain snow albedo feedback in future climate change. Geophys Res Lett 33:L03502. doi: 10.1029/2005GL025127
Hegerl GC, Zwiers FW, Braconnot P et al (2007) Understanding and attributing climate change. In: Solomon S, Qin D, Manning M et al (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
Hezel PJ, Zhang X, Bitz CM et al (2012) Projected decline in spring snow depth on Arctic sea ice caused by progressively later autumn open ocean freeze-up this century. Geophys Res Lett 39:L17505. doi:10.1029/2012GL052794
Holland MM, Bitz CM (2003) Polar amplification of climate change in coupled models. Clim Dyn 21:221–232
IPCC (2007) Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change 2007. In: Solomon S, Qin D, Manning M et al (eds) Cambridge University Press, Cambridge
IPCC (2012) Managing the risks of extreme events and disasters to advance climate change adaptation. In: Field, CB, Barros V, Stocker TF et al (eds). A special report of working groups I and II of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, pp 582
Jiang X-A, Maloney ED, Li J-LF, Waliser DE (2012) Simulations of the eastern North Pacific intraseasonal variability in CMIP5 GCMs. J Clim (in press)
Karl TR, Melillo JM, Peterson TC (eds) (2009) Global climate change impacts in the United States, Cambridge University Press, Cambridge
Karl TR, Knight RW (1998) Secular trends of precipitation amount, frequency, and intensity in the United States. Bull Amer Meteor Soc 79:231–241. doi:10.1175/1520-0477(1998)079<0231:STOPAF>2.0.CO;2
Kharin VV, Zwiers FW (2000) Changes in the extremes in an ensemble of transient climate simulations with a coupled atmosphere-ocean GCM. J Clim 13:3670–3788
Kharin VV, Zwiers FW, Zhang X, Hegerl GC (2007) Changes in temperature and precipitation extremes in the IPCC ensemble of global coupled model simulations. J Clim 20(8):1419
Kiehl JT, Gent PR (2004) The Community climate system model, version 2. J Clim 17:3666–3682
Kim ST, Yu J-Y (2012) The two types of ENSO in CMIP5 models. Geophys Res Lett 39:L11704. doi:10.1029/2012GL052006
Kunkel K (2003) North American trends in extreme precipitation. Nat Hazards 29:291–305
Kunkel KE, Bromirski PD, Brooks HE et al (2008) Observed changes in weather and climate extremes. In: Karl TR, Meehl GA, Miller CD et al (eds) Weather and climate extremes in a changing climate: regions of focus: North America, Hawaii, Caribbean, and U.S. Pacific Islands. Synthesis and assessment product 3.3. U.S. Climate change science program, Washington, DC, pp 35–80
Knutti R, Abramowitz G, Collins M et al (2010) Good Practice Guidance Paper on Assessing and Combining Multi Model Climate Projections. In: Stocker TF, Qin D, Plattner G-K et al (eds) Meeting report of the intergovernmental panel on climate change expert meeting on assessing and combining multi model climate projections. IPCC working group I technical support unit, University of Bern, Bern, Switzerland
Lambert SJ, Boer GJ (2001) CMIP1 evaluation and intercomparison of coupled climate models. Clim Dyn 17:83–106
Lin J-L (2007) Interdecadal variability of ENSO in 21 IPCC AR4 coupled GCMs. Geophys Res Lett 34:L12702. doi:10.1029/2006GL028937
Lin J-L, Kiladis GN, Mapes BE et al (2006) Tropical intraseasonal variability in 14 IPCC AR4 climate models. Part I: convective signals. J Clim 19:2665–2690
Lin J-L, Mapes BE, Weickmann KM et al (2008) North American monsoon and convectively coupled equatorial waves simulated by IPCC AR4 coupled GCMs. J Clim 21:2919–2937
Lobell DB, Bonfils C, Duffy PB (2007) Climate change uncertainty for daily minimum and maximum temperatures: a model inter-comparison. Geophys Res Lett 34:L05715. doi:10.1029/2006GL028726
Long L, Mo K, Schemm J-K (2012) Drought and persistent wet events projected in the CMIP5 experiments. J Clim (in review)
Karl TR, Kukla G, Razuvayev VN et al (1991) Global warming: evidence for asymmetric diurnal temperature change. Geophys Res Lett 18(12):2253–2256. doi:10.1029/91GL02900
Karl TR, Jones PD, Knight RW et al (1993) A new perspective on recent global warming: asymmetrical trends in daily maximum and minimum temperature. Bull AMS 74:1007–1023
Karnauskas KB, Giannini A, Seager R, Busalacchi AJ (2012) A simple mechanism for the climatological midsummer drought along the Pacific coast of Central America. Atmósfera (in press)
Knutson T et al (2010) Tropical cyclones and climate change. Nat Geosci 3:157–163. doi:10.1038/ngeo779
Knutti R, Furrer R, Tebaldi C et al (2010b) Challenges in combining projections from multiple models. J Clim 23:2739–2758. doi:10.1175/2009JCLI3361.1
Kumar S, Kinter J, Dirmeyer PA et al (2012) Multi-decadal climate variability and the “Warming Hole” in North America-results from CMIP5 20th and 21st century climate simulations. J Clim (submitted)
Magaña V, Amador JA, Medina S (1999) The midsummer drought over Mexico and Central America. J Clim 12:1577–1588
Maloney ED, Camargo SJ, Chang E et al (2012) North American climate in CMIP5 experiments: Part III: assessment of 21st century projections. J Clim (in revision)
Maloney ED, Chelton DB, Esbensen SK (2008) Subseasonal SST variability in the Tropical Eastern North Pacific during boreal summer. J Clim 21:4149–4167
Maloney ED, Hartmann DL (2000) Modulation of eastern north Pacific hurricanes by the Madden-Julian oscillation. J Clim 13:1451–1460. doi: 10.1175/1520-0442(2000)013<1451:MOENPH>2.0.CO;2
Mantua NJ, Hare SR, Zhang Y et al (1997) A Pacific interdecadal climate oscillation with impacts on salmon production. Bull Amer Meteor Soc 78:1069–1079. doi: http://dx.doi.org/10.1175/1520-0477(1997)078<1069:APICOW>2.0.CO;2
McAvaney B, Covey C, Joussaume S et al (2001) Model evaluation. In: Houghton JT, Ding Y, Griggs DJ et al (eds) The scientific basis, contribution of working group I to the third assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, pp 881
Meehl GA, Hu A (2006) Megadroughts in the Indian monsoon region and southwest North America and a mechanism for associated multi-decadal Pacific sea surface temperature anomalies. J Clim 19:1605–1623.
Meehl GA, Tebaldi C, Walton G et al (2009) Relative increase of record high maximum temperatures compared to record low minimum temperatures in the U.S. Geophys Res Lett 36:L23701. doi:10.1029/2009GL040736
Meehl GA, Covey C, Delworth T et al (2007) The WCRP CMIP3 multi-model dataset: a new era in climate change research. Bull Am Meteorol Soc 88:1383–1394
Miller RL, Schmidt GA, DT Shindell (2006) Forced variations of annular modes in the 20th century IPCC AR4 simulations. J Geophys Res 111:D18101. doi: 10.1029/2005JD006323
Min S-K, Hense A (2006) A Bayesian approach to climate model evaluation and multi-model averaging with an application to global mean surface temperatures from IPCC AR4 coupled climate models. Geophys Res Lett 33:L08708. doi:10.1029/2006GL025779
Murphy J, Booth B, Collins M et al (2007) A methodology for probabilistic predictions of regional climate change from perturbed physics ensembles. Philos Trans R Soc A-Math Phys Eng Sci 365:1993–2028. doi:10.1098/rsta.2007.2077
Neelin JD, Langenbrunner B, Meyerson JE et al (2012) California winter precipitation change under global warming in the coupled model intercomparison project 5 ensemble. J Clim (submitted)
Newman M, Compo GP, Alexander MA (2003) ENSO-Forced variability of the Pacific decadal oscillation. J Clim 16:3853–3857. doi:10.1175/1520-0442(2003)016<3853:EVOTPD>2.0.CO;2
Osborn TJ (2004) Simulating the winter North Atlantic Oscillation: the roles of internal variability and greenhouse gas forcing. Clim Dyn 22:605–623
Oshima K, Tanimoto Y (2009) An evaluation of reproducibility of the Pacific Decadal Oscillation in the CMIP3 simulations. J Meteor Soc Jpn 87:755–770
Pierce DW, Barnett TP, Santer BD, Gleckler PJ (2009) Selecting global climate models for regional climate change studies. Proc Natl Acad Sci 106:8441–8446
Räisänen J (2002) CO2-induced changes in interannual temperature and precipitation variability in 19 CMIP2 experiments. J Clim 15:2395–2411
Raisanen J, Ruokolainen L, Ylhaisi J (2010) Weighting of model results for improving best estimates of climate change. Clim Dyn 35:407–422
Randall DA, Wood RA, Bony S et al (2007) Climate models and their evaluation. In: Solomon S, Qin D, Manning M et al (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
Rauscher SA, Giorgi F, Diffenbaugh NS, Seth A (2008) Extension and intensification of the meso-American mid-summer drought in the twenty-first century. Clim Dyn 31:551–571
Salathe E (2006) Influences of a shift in North Pacific storm tracks on western North American precipitation under global warming. Geophys Res Lett 33:L19820. doi:10.1029/2006GL026882
Schubert SD, Suarez MJ, Pegion PJ et al (2004) On the cause of the 1930s dust bowl. Science 303:1855–1858
Schubert S et al (2009) A US CLIVAR project to assess and compare the responses of global climate models to drought-related SST forcing patterns: overview and results. J Clim 22:5251–5272. doi: http://dx.doi.org/10.1175/2009JCLI3060.1
Schwartz MD, Ahas R, Aasa A (2006) Onset of spring starting earlier across the Northern Hemisphere. Glob Change Biol 12:343–351
Seager R, Kushner Y, Herweijer C et al (2005) Modeling of tropical forcing of persistent droughts and pluvials over Western North America: 1856-2000. J Clim 18:4065–4088
Seager R, Ting MF, Held I et al (2007) Model projections of an imminent transition to a more arid climate in southwestern North America. Science 316(5828):1181–1184
Seneviratne SI, Nicholls N, Easterling D et al (2012) Changes in climate extremes and their impacts on the natural physical environment. In: Field CB, Barros V, Stocker TF et al (eds) Managing the risks of extreme events and disasters to advance climate change adaptation. A special report of working groups I and II of the intergovernmental panel on climate change (IPCC). Cambridge University Press, Cambridge, pp 109–230
Seth A, Rauscher SA, Rojas M et al (2011) Enhanced spring convective barrier for monsoons in a warmer world? Clim Change 104:403–414
Seth A, Rojas M, Rauscher SA (2010) CMIP3 projected changes in the annual cycle of the South American monsoon. Clim Change 98:331–357. doi:10.1007/s10584-009-9736-6
Sheffield J, Wood EF (2008) Projected changes in drought occurrence under future global warming from multi-model, multi-scenario, IPCC AR4 simulations. Clim Dyn 31:79–105
Sheffield J, Barrett A, Colle B et al (2013a) North American climate in CMIP5 experiments. Part I: evaluation of 20th century continental and regional climatology. J Clim 26:9209–9245. doi:10.1175/JCLI-D-12-00592.1
Sheffield J, Camargo SJ, Colle B et al (2013b) North American climate in CMIP5 experiments: Part II: evaluation of 20th century intra-seasonal to decadal variability. J Clim 26:9247–9290. doi:10.1175/JCLI-D-12-00593.110.1175/JCLI-D-12-00593.1
Shindell DT, Miller RL, Schmidt GA, Pandolfo L (1999) Simulation of recent northern winter climate trends by greenhouse-gas forcing. Nature 399:452–455
Shiogama H, Emori S, Hanasaki N et al (2011) Observational constraints indicate risk of drying in the Amazon basin. Nat Commun 2. doi: 10.1038/ncomms1252
Shukla J, DelSole T, Fennessy M et al (2006) Climate model fidelity and projections of climate change. Geophys Res Lett 33:L07702. doi:10.1029/2005GL025579
Slade SA, Maloney ED (2012) An intraseasonal prediction model of Atlantic and east Pacific tropical cyclone genesis. Mon Wea Rev (accepted pending minor revisions)
Stine S (1994) Extreme and persistent drought in California and Patagonia during mediaeval time. Nature 369:546–549
Stone DA, Weaver AJ (2002) Daily maximum and minimum temperature trends in a climate model. Geophys Res Lett 29(9):70-1–70-4. doi: 10.1029/2001GL014556
Stone D, Weaver A (2003) Factors contributing to diurnal temperature range trends in twentieth and twenty-first century simulations of the CCCMA coupled model. Clim Dyn 20:435–445
Stroeve J, Holland MM, Meier W et al (2007) Arctic sea ice decline: faster than forecast. Geophys Res Lett 34:L09501. doi:10.1029/2007GL029703
Stroeve JC, Kattsov V, Barrett A et al (2012) Trends in Arctic sea ice extent from CMIP5, CMIP3 and observations. Geophys Res Lett 39:L16502. doi:10.1029/2012GL052676
Tebaldi C, Hayhoe K, Arblaster JM, Meehl GA (2006) Going to the extremes: an intercomparison of model-simulated historical and future changes in extreme events. Clim Change 79:185–211
Vose RS, Easterling DR, Gleason B (2005) Maximum and minimum temperature trends for the globe: an update through 2004. Geophys Res Lett 32:L23822. doi:10.1029/2005GL024379
Walsh JE, Chapman WL, Romanovsky V et al (2008) Global climate model performance over Alaska and Greenland. J Clim 21:6156–6174
Wan M, Overland JE (2009) A sea ice free summer Arctic within 30 years? Geophys Res Lett 36:L07502. doi:10.1029/2009GL037820
Watterson I, Whetton P (2011) Distributions of decadal means of temperature and precipitation change under global warming. J Geophys Res-Atmospheres 116. doi: 10.1029/2010JD014502
Waugh D, Eyring V (2008) Quantitative performance metrics for stratospheric-resolving chemistry-climate models. Atmos Chem Phys 8:5699–5713
Wehner M, Easterling DR, Lawrimore JH, Heim RR, Vose RS, Santer BD (2011) Projections of future drought in the continental United States and Mexico. J Hydrometeor 12:1359-1377. doi:10.1175/2011JHM1351.1
Wu Q (2010) Associations of diurnal temperature range change with the leading climate variability modes during the Northern Hemisphere wintertime and their implication on the detection of regional climate trends. J Geophys Res 115:D19101. doi:10.1029/2010JD014026
Yeh S, Kirtman B (2004) Decadal North Pacific sea surface temperature variability and the associated global climate anomalies in a coupled general circulation model. J Geophys Res 109:0148–0227. doi: 10.1029/2004JD004785
Zhang X, Zwiers FW, Hegerl GC et al (2007) Detection of human influence on 20th century precipitation trends. Nature 448:461–465. doi:10.1038/nature06025
Zhao M, Held IM (2012) TC-permitting GCM simulations of hurricane frequency response to sea surface temperature anomalies projected for the late-twenty-first century. J Clim 25:2995–3009
Zhou L, Dickinson RE, Dai A, Dirmeyer P (2010) Detection and attribution of anthropogenic forcing to diurnal temperature range changes from 1950 to 1999: comparing multi-model simulations with observations. Clim Dyn 35:1289–1307. doi: 10.1007/s00382-009-0644-2
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Duffy, P.B., Maloney, E., Sheffield, J. (2014). Global Climate Model Simulations of North America. In: Ohring, G. (eds) Climate Change in North America. Regional Climate Studies. Springer, Cham. https://doi.org/10.1007/978-3-319-03768-4_4
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