Solar signals in CMIP-5 simulations: The ozone response

Quarterly Journal of the Royal Meteorological Society

Volumn 141, Issue 692, 2015, Pages 2670-2689

  Hood, L L ^a   Misios, S ^b   Mitchell, D M ^c   Rozanov, E ^d,e   Gray, L J ^c,f   Tourpali, K ^b   Matthes, K ^g,h   Schmidt, H ⁱ   Chiodo, G ^j,k   Thieblemont R ^g   Shindell, D ^l   Krivolutsky, A ^m  

^a UNIVERSITY OF ARIZONA   (United States)

^b ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

^c UNIVERSITY OF OXFORD   (United Kingdom)

^d WORLD RADIATION CENTER   (Switzerland)

^e ETH Zurich   (Switzerland)

^f NATURAL ENVIRONMENT RESEARCH COUNCIL   (United Kingdom)

^g GEOMAR HELMHOLTZ CENTRE FOR OCEAN RESEARCH KIEL   (Germany)

^h UNIVERSITY OF KIEL   (Germany)

ⁱ MAX PLANCK INSTITUTE FOR METEOROLOGY   (Germany)

^j UNIVERSIDAD COMPLUTENSE DE MADRID   (Spain)

^k Department of Earth and Environmental Sciences   (United States)

^l DUKE UNIVERSITY   (United States)

^m CENTRAL AEROLOGICAL OBSERVATORY   (Russian Federation)

more..

Author keywords

CMIP 5; Natural variability; Ozone; Solar; SolarMIP; Stratosphere

Indexed keywords

CHEMICAL ANALYSIS; LINEAR REGRESSION; METEOROLOGY; OZONE; OZONE LAYER; PHOTOLYSIS; RESEARCH LABORATORIES; SOLAR ENERGY; UPPER ATMOSPHERE;

CMIP-5; COUPLED MODEL INTERCOMPARISON PROJECT; INTERACTIVE OZONE CHEMISTRY; MULTIPLE LINEAR REGRESSIONS; NATURAL VARIABILITY; SOLAR; SOLAR SPECTRAL IRRADIANCE; SOLARMIP;

CLIMATE MODELS;

AIR TEMPERATURE; CLIMATE MODELING; NUMERICAL MODEL; OZONE; REGRESSION ANALYSIS; SOLAR CYCLE; STRATOSPHERE; WEATHER FORECASTING; ZONAL WIND;

EID: 84946477766     PISSN: 00359009     EISSN: 1477870X     Source Type: Journal    
DOI: 10.1002/qj.2553     Document Type: Article

References (92)

1. Adachi Y, Yukimoto S, Deushi M, Obata A, Nakano H, Tanaka T, Hosaka M, Sakami T, Yoshimura H, Hirabara M, Shindo E, Tsujino H, Mizuta R, Yabu S, Koshiro T, Ose T, Kitoh A. 2013. Basic performance of a new Earth system model of the Meteorological Research Institute (MRI-ESM1). Pap. Meteorol. Geophys. 64: 1-19, doi:10.2467/mripapers.64.1.
2. Anderson J, Balaji V, Broccoli J, Cooke WF, Delworth TL, Dixon K, Donner L, Dunne K, Freidenreich SM, Garner S, Gudgel R, Gordon CT, Held IM, Hemler RS, Horowitz LW, Klein SA, Knutson TR, Kushner PJ, Langenhorst AR, Lau N-CH, Liang Z, Malyshev SL, Milly PCD, Nath MJ, Ploshay JJ, Ramaswamy V, Schwarzkopf MD, Shevliakova E, Sirutis JJ, Soden BJ, Stern WF, Thompson LA, Wilson RJ, Wittenberg AT, Wyman BL. 2004. The new GFDL global atmosphere and land model AM2-LM2: Evaluation with prescribed SST simulations. J. Clim. 17: 4641-4673.
3. Austin J, Tourpali K, Rozanov E, Akiyoshi H, Bekki S, Bodeker G, Brühl C, Butchart N, Chipperfield M, Deushi M, Fomichev VI, Giorgetta MA, Gray LJ, Kodera K, Lott F, Manzini E, Marsh D, Matthes K, Nagashima T, Shibata K, Stolarski RS, Struthers H, Tian W. 2008. Coupled chemistry climate model simulations of the solar cycle in ozone and temperature. J. Geophys. Res. Atmos. 113: D11306, doi:10.1029/2007JD009391.
4. Bian H, Prather M. 2002. Fast-J2: Accurate simulations of photolysis in global climate models. J. Atmos. Chem. 41: 281-296.
5. Brasseur GP, Solomon S. 2005. Aeronomy of the Middle Atmosphere. Springer: Berlin.
6. Briegleb B. 1992. Delta-Eddington approximation for solar radiation in the NCAR Community Climate Model. J. Geophys. Res. Atmos. 97: 7603-7612.
7. Briegleb B, Light B, 'A Delta-Eddington multiple scattering parameterization for solar radiation in the sea ice component of the Community Climate System Model' NCAR Technical Note TN-472+STR. National Center for Atmospheric Research: Boulder, CO, 2007.
8. Chabrillat S, Kockarts G. 1997. Simple parameterization of the absorption of the Lyman-alpha line. Geophys. Res. Lett. 24: 2659-2662.
9. Chiodo G, Marsh DR, Garcia-Herrera R, Calvo N, Garcia JA. 2014. On the detection of the solar signal in the tropical stratosphere. Atmos. Chem. Phys. 14: 5251-5269.
10. Chipperfield MP. 1999. Multiannual simulations with a three-dimensional chemical transport model. J. Geophys. Res. 104: 1781-1805.
11. Chipperfield MP. 2006. New version of the TOMCAT/SLIMCAT offline chemical transport model: Intercomparison of stratospheric tracer experiments. Q. J. R. Meteorol. Soc. 132: 1179-1203.
12. Cionni I, Eyring V, Lamarque JF, Randel WJ, Stevenson DS, Wu F, Bodeker GE, Shepherd TG, Shindell DT, Waugh DW. 2011. Ozone database in support of CMIP5 simulations: Results and corresponding radiative forcing. Atmos. Chem. Phys. 11: 11267-11292.
13. Cochrane D, Orcutt DH. 1949. Application of least squares regression to relationships containing autocorrelated error terms. J. Am. Stat. Assoc. 44: 32-61.
14. Crooks SA, Gray LJ. 2005. Characterization of the 11-year solar signal using a multiple regression analysis of the ERA-40 dataset. J. Clim. 18: 996-1015.
15. Dee DP, Uppala SM, Simmons AJ, Berrisford P, Poli P, Kobayashi S, Andrae U, Balmaseda MA, Balsamo G, Bauer P, Balmaseda MA, Balsamo G, Bauer P, Bechtold P, Beljaars ACM, vandeBerg L, Bidlot J, Bormann N, Delsol C, Dragani R, Fuentes M, Geer AJ, Haimberger L, Healy SB, Hersbach H, Hólm EV, Isaksen L, Kållberg P, Köhler M, Matricardi M, McNally AP, Monge-Sanz BM, Morcrette J-J, Park B-K, Peubey C, deRosnay P, Tavolato C, Thépaut J-N, Vitart F. 2011. The ERA-Interim reanalysis: Configuration and performance of the data assimilation system. Q. J. R. Meteorol. Soc. 137: 553-597, doi:10.1002/qj.828.
16. Deushi M, Shibata K. 2011. Development of an MRI Chemistry-Climate Model ver. 2 for the study of tropospheric and stratospheric chemistry. Pap. Meteorol. Geophys. 62: 1-46.
17. Dhomse S, Chipperfield MP, Feng W, Haigh JD. 2011. Solar response in tropical stratospheric ozone: A 3-D chemical transport model study using ERA reanalyses. Atmos. Chem. Phys. 11: 12773-12786.
18. Donner LJ, Wyman BL, Hemler RS, Horowitz LW, Ming Y, Zhao M, Golaz J-C, Ginoux P, Lin S-J, Schwarzkopf MD, Austin J, Alaka G, Cooke WF, Delworth TL, Freidenreich SM, Gordon CT, Griffies SM, Held IM, Hurlin WJ, Klein SA, Knutson TR, Langenhorst AR, Lee H-C, Lin Y, Magi BI, Malyshev SL, Milly PCD, Naik V, Nath MJ, Pincus R, Ploshay JJ, Ramaswamy V, Seman CJ, Shevliakova E, Sirutis JJ, Stern WF, Stouffer RJ, Wilson RJ, Winton M, Wittenberg AT, Zeng F. 2011. The dynamical core, physical parameterizations, and basic simulation characteristics of the atmospheric component AM3 of the GFDL global coupled model CM3. J. Clim. 24: 3484-3519.
19. Ermolli I, Matthes K, Dudok de Wit T, Krivova NA, Tourpali K, Weber M, Unruh YC, Gray LJ, Langematz U, Pilewskie P, Rozanov E, Schmutz W, Shapiro A, Solanki SK, Woods TN. 2013. Recent variability of the solar spectral irradiance and its impact on climate modeling. Atmos. Chem. Phys. 13: 3945-3977, doi:10.5194/acp-13-3945-2013.
20. Eyring V, Arblaster J, Cionni I, Sedlácek J, Perlwitz J, Young PJ, Bekki S, Bergmann D, Cameron-Smith P, Collins WJ, Faluvegi G, Gottschaldt K-D, Horowitz LW, Kinnison DE, Lamarque J-F, Marsh DR, Saint-Martin D, Shindell DT, Sudo K, Szopa S, Watanabe S. 2013. Long-term ozone changes and associated climate impacts in CMIP5 simulations. J. Geophys. Res. Atmos. 118: 5029-5060, doi:10.1002/jgrd.50316.
21. Fioletov VE. 2009. Estimating the 27-day and 11-year solar cycle variations in tropical upper stratospheric ozone. J. Geophys. Res. 114: D02302, doi:10.1029/2008JD010499.
22. Fortuin JPF, Kelder H. 1998. An ozone climatology based on ozonesonde and satellite measurements. J. Geophys. Res. 103: 31709-31734.
23. Frame THA, Gray LJ. 2010. The 11-yr solar cycle in ERA-40 data: An update to 2008. J. Clim. 23: 2213-2222.
24. Friedenreich S, Ramaswamy V. 1999. A new multiple-band solar radiative parameterization for general circulation models. J. Geophys. Res. Atmos. 104: 31389-31409.
25. Garny H, Bodeker GE, Dameris M. 2007. Trends and variability in stratospheric mixing: 1979-2005. Atmos. Chem. Phys. 7: 5611-5624.
26. Gray LJ, Crooks S, Pascoe C, Sparrow S, Palmer M. 2004. Solar and QBO influences on the timing of stratospheric sudden warmings. J. Atmos. Sci. 61: 2777-2796.
27. Gray LJ, Rumbold ST, Shine KP. 2009. Stratospheric temperature and radiative forcing response to 11-year solar cycle changes in irradiance and ozone. J. Atmos. Sci. 66: 2402-2417.
28. Gray LJ, Beer J, Geller M, Haigh J, Lockwood M, Matthes K, Cubasch U, Fleitmann D, Harrison G, Hood L, Luterbacher J, Meehl GA, Shindell D, vanGeel B, White W. 2010. Solar influences on climate. Rev. Geophys. 48: RG4001, doi:10.1029/2009RG000282.
29. Gray LJ, Scaife AA, Mitchell DM, Osprey S, Ineson S, Hardiman S, Butchart N, Knight J, Sutton R, Kodera K. 2013. A lagged response to the 11 year solar cycle in observed winter Atlantic/European weather patterns. J. Geophys. Res.: Atmos. 118: 13405-13420.
30. Haigh JD. 1994. The role of stratospheric ozone in modulating the solar radiative forcing of climate. Nature 370: 544-546.
31. Haigh JD. 2003. The effects of solar variability on the Earth's climate. Philos. Trans. R. Soc.: Math. Phys. Eng. Sci. 361: 95-111.
32. Harder JW, Fontenla JM, Pilewski P, Richard EC, Woods TN. 2009. Trends in solar spectral irradiance variability in the visible and infrared. Geophys. Res. Lett. 36: L07801, doi:10.1029/2008GL036797.
33. Heath D, Schlesinger B. 1986. The Mg 280 nm doublet as a monitor of changes in solar ultraviolet irradiance. J. Geophys. Res. 91: 8672-8682.
34. Hood LL. 1986. Coupled stratospheric ozone and temperature responses to short-term changes in solar ultraviolet flux: An analysis of Nimbus 7 SBUV and SAMS data. J. Geophys. Res. 91: 5264-5276.
35. Hood LL, Soukharev BE. 2012. The lower-stratospheric response to 11-yr solar forcing: Coupling to the troposphere-ocean response. J. Atmos. Sci. 69: 1841-1864.
36. Hood LL, Huang Z, Bougher SW. 1991. Mesospheric effects of solar ultraviolet variations: Further analysis of SME IR ozone and Nimbus7 SAMS temperature data. J. Geophys. Res. 96: 12989-13002.
37. Hood LL, Jirikowic J, McCormack JP. 1993. Quasi-decadal variability of the stratosphere: Influence of long-term solar ultraviolet variations. J. Atmos. Sci. 50: 3941-3958.
38. Hood LL, Soukharev BE, McCormack JP. 2010. Decadal variability of the tropical stratosphere: Secondary influence of the El Ni-Southern Oscillation. J. Geophys. Res. Atmos. 115: D11113, doi:10.1029/2009JD012291.
39. Hood LL, Schimanke S, Spangehl T, Bal S, Cubasch U. 2013. The surface climate response to 11-yr solar forcing during northern winter: Observational analyses and comparisons with GCM simulations. J. Clim. 26: 7489-7506.
40. Huang T, Walters S, Brasseur G, Hauglustaine D, Wu W, Chabrillat S, Xuexi T, Granier C, Smith A, Kockarts G, 'Description of SOCRATES -a chemical dynamical radiative two-dimensional model' Technical Note NCAR/TN-440+EDD. NCAR: Boulder, CO, 1998.
41. Keating GM, Nicholson JY, III, Young DF, Brasseur G, DeRudder A. 1987. Response of middle atmosphere to short-term solar ultraviolet variations. 1: Observations. J. Geophys. Res. 92: 889-902.
42. Kodera K, Kuroda Y. 2002. Dynamical response to the solar cycle. J. Geophys. Res.: Atmos. 107: 4749, doi:10.1029/2002JD002224.
43. Kodera K, Yamazaki K. 1990. Long-term variation of upper stratospheric circulation in the Northern Hemisphere in December. J. Meteorol. Soc. Jpn. 68: 101-105.
44. Kodera K, Matthes K, Shibata K, Langematz U, Kuroda Y. 2003. Solar impact on the lower mesospheric subtropical jet: A comparative study with general circulation model simulations. Geophys. Res. Lett. 30: 1315, doi:10.1029/2002GL016124.
45. Kopp G, Rottman G, Rottman G. 2005. The total irradiance monitor (TIM): Science results. In The Solar Radiation and Climate Experiment (SORCE), 129-139, Springer: Berlin.
46. 2 photodissociation parameterisation in the Schumann-Runge bands on ozone related photolysis in the upper atmosphere. Ann. Geophys. 14: 68-79.
47. Kramarova NA, Frith SM, Bhartia PK, McPeters RD, Taylor SL, Fisher BL, Labow GJ, DeLand MT. 2013. Validation of ozone monthly zonal mean profiles obtained from the version 8.6 Solar Backscatter Ultraviolet algorithm. Atmos. Chem. Phys. 13: 6887-6905.
48. Kyrölä E, Laine M, Sofieva V, Tamminen J, Pälvärinta S-M, Tukiainen S, Zawodny J, Thomason L. 2013. Combined SAGE II -GOMOS ozone profile data set 1984-2011 and trend analysis of the vertical distribution of ozone. Atmos. Chem. Phys. 13: 10645-10658.
49. Lacis A, Hansen J. 1974. A parameterization for the absorption of solar radiation in the Earth's atmosphere. J. Atmos. Sci. 31: 118-133.
50. Lean J. 2000. A decadal solar effect in the evolution of the Sun's spectral irradiance since the Maunder Minimum. Geophys. Res. Lett. 27: 2425-2428, doi:10.1029/2000GL000043.
51. Lean J, DeLand M. 2012. How does the Sun's spectrum vary?. J. Clim. 25: 2555-2560.
52. Lean J, Beer J, Bradley R. 1995. Reconstruction of solar irradiance since 1610: Implications for climate change. Geophys. Res. Lett. 22: 3195-3198, doi:10.1029/2005GL025342.
53. Lee H, Smith AK. 2003. Simulation of the combined effects of solar cycle, quasi-biennial oscillation, and volcanic forcing on stratospheric ozone changes in recent decades. J. Geophys. Res.: Atmos. 108: 4049, doi:10.1029/2001JD001503.
54. McCormick MP, Zawodny J, Veiga R, Larsen J, Wang PH. 1989. An overview of SAGE I and II ozone measurements. Planet. Space Sci. 37: 1567-1586.
55. Madronich S, Flocke S. 1998. The role of solar radiation in atmospheric chemistry. In Handbook of Environmental Chemistry, (Boule, P (ed.): 1-26. Springer: Berlin.
56. McLandress C, Plummer DA, Shepherd TG. 2014. Technical Note: A simple procedure for removing temporal discontinuities in ERA-Interim upper-stratospheric temperatures for use in nudged chemistry-climate model simulations. Atmos. Chem. Phys. 14: 1547-1555.
57. McPeters RD, Bhartia PK, Haffner D, Labow GJ, Flynn L. 2013. The v8.6 SBUV ozone data record: An overview. J. Geophys. Res.: Atmos. 118: 8032-8039, doi:10.1002/jgrd.50597.
58. Marsh DR, Garcia RR, Kinnison DE, Boville BA, Sassi F, Solomon SC, Matthes K. 2007. Modeling the whole atmosphere response to solar cycle changes in radiative and geomagnetic forcing. J. Geophys. Res.: Atmos. 112: D23306, doi:10.1029/2006JD008306.
59. Marsh DR, Mills MJ, Kinnison DE, LaMarque J-F, Calvo N, Polvani L. 2013. Climate change from 1850 to 2005 simulated in CESM1(WACCM). J. Clim. 26: 7372-7391.
60. Matthes K, Kuroda Y, Kodera K, Langematz U. 2006. Transfer of the solar signal from the stratosphere to the troposphere: Northern winter. J. Geophys. Res.: Atmos. 111: D06108, doi:10.1029/2005JD006283.
61. Meehl GA, Arblaster JM, Matthes K, Sassi F, van Loon H. 2009. Amplifying the Pacific climate system response to a small 11-year solar cycle forcing. Science 325: 1114-1118.
62. Minschwaner K, Siskind D. 1993. A new calculation of nitric oxide photolysis in the stratosphere, mesosphere, and lower thermosphere. J. Geophys. Res. Atmos. 98: 20401-20412.
63. Mitchell DM, Misios S, Gray LJ, Tourpali K, Matthes K, Hood L, Schmidt H, Chiodo G, Thiéblemont R, Rozanov E, Krivolutsky A. 2014a. Solar signals in CMIP-5 simulations: The stratospheric pathway. Q. J. R. Meteorol. Soc., doi:10.1002/qj.2530.
64. Mitchell DM, Gray LJ, Fujiwara M, Hibino T, Anstey JA, Ebisuzaki W, Harada Y, Long C, Misios S, Stott P, Tan D. 2014b. Signatures of naturally induced variability in the atmosphere using multiple reanalysis datasets. Q. J. R. Meteorol. Soc., doi:10.1002/qj.2492.
65. Randel WJ, Wu F. 2007. A stratospheric ozone profile data set for 1979-2005: Variability, trends, and comparisons with column ozone data. J. Geophys. Res.: Atmos. 112: D06313, doi:10.1029/2006JD007339.
66. Remsberg EE. 2008. On the response of Halogen Occultation Experiment (HALOE) stratospheric ozone and temperature to the 11-year solar cycle forcing. J. Geophys. Res. 113: D22304, doi:10.1029/2008JD010189.
67. Remsberg EE. 2014. Decadal-scale responses in middle and upper stratospheric ozone from SAGE II version 7 data. Atmos. Chem. Phys. 14: 1039-1053.
68. Russell GL, Miller JR, Rind D. 1995. A coupled atmosphere-ocean model for transient climate change studies. Atmos. Ocean 33: 683-730.
69. Sato M, Hansen J, McCormick J, Pollack J. 1993. Stratospheric aerosol optical depths, 1850-1990. J. Geophys. Res. 98: 22987-22994.
70. Scaife AA, Ineson S, Knight JR, Gray LJ, Kodera K, Smith DM. 2013. A mechanism for lagged North Atlantic climate response to solar variability. Geophys. Res. Lett. 40: 434-439, doi:10.1002/grl.50099.
71. Schmidt GA, Kelley M, Nazarenko L, Ruedy R, Russell GL, Aleinov I, Bauer M, Bauer SE, Bhat MK, Bleck R, Canuto V, Chen Y-H, Cheng Y, Clune TL, DelGenio A, deFainchtein R, Faluvegi G, Hansen JE, Healy RJ, Kiang NY, Koch D, Lacis AA, LeGrande AN, Lerner J, Lo KK, Matthews EE, Menon S, Miller RL, Oinas V, Oloso AO, Perlwitz JP, Puma MJ, Putman WM, Rind D, Romanou A, Sato M, Shindell DT, Sun S, Syed RA, Tausnev N, Tsigaridis K, Unger N, Voulgarakis A, Yao M-S, Zhang J. 2014. Configuration and assessment of the GISS ModelE2 contributions to the CMIP5 archive. J. Adv. Model. Earth Syst. 6: 141-184, doi:10.1002/2013MS000265.
72. Sekiguchi M, Nakajima T. 2008. A k-distribution based radiation code and its computational optimization for an atmospheric general circulation model. J. Quant. Spectrosc. Radiat. Transfer 109: 2779-2793.
73. Shapiro AV, Rozanov EV, Shapiro AI, Egorova TA, Harder J, Weber M, Smith AK, Schmutz W, Peter T. 2013. The role of the solar irradiance variability in the evolution of the middle atmosphere during 2004-2009. J. Geophys. Res. Atmos. 118: 3781-3793, doi:10.1002/jgrd.50208.
74. Shibata K, Deushi M, Sekiyama TT, Yoshimura H. 2005. Development of an MRI chemical transport model for the study of stratospheric chemistry. Pap. Meteorol. Geophys. 55: 75-119.
75. Shindell DT, Pechony O, Voulgarakis Z, Faluvegi G, Nazarenko L, Lamarque J-F, Bowman K, Milly G, Kovari B, Ruedy R, Schmidt GA. 2013. Interactive ozone and methane chemistry in GISS-E2 historical and future climate simulations. Atmos. Chem. Phys. 13: 2653-2689.
76. Solomon S, Portmann RW, Garcia RR, Thomason LW, Poole LR, McCormick MP. 1996. The role of aerosol variations in anthropogenic ozone depletion at northern midlatitudes. J. Geophys. Res.: Atmos. 101: 6713-6727.
77. Soukharev BE, Hood L. 2006. Solar cycle variation of stratospheric ozone: Multiple regression analysis of long-term satellite data sets and comparisons with models. J. Geophys. Res.: Atmos. 111: D20314, doi:10.1029/2006JD007107.
78. SPARC-CCMVal. 2010 SPARC Report on the Evaluation of Chemistry-Climate Models, (Eyring, V Shepherd, TG, Waugh, DW (eds.), University of Toronto: Ontario, Canada. http://www.sparc-climate.org/publications/sparc-reports/sparc-report-no5 (accessed 29 March 2015).
79. Sukhodolov T, Rozanov E, Shapiro AI, Anet J, Cagnazzo C, Peter T, Schmutz W. 2014. Evaluation of the ECHAM family radiation codes performance in the representation of the solar signal. Geosci. Model Dev. Discuss. 7: 1337-1356.
80. Sun S, Bleck R. 2006. Multi-century simulations with the coupled GISS-HYCOM climate model: Control experiments. Clim. Dyn. 26: 407-428.
81. Taylor KE, Stouffer RJ, Meehl GA. 2012. An overview of CMIP-5 and the experiment design. Bull. Am. Meteorol. Soc. 93: 485-498.
82. Thompson DWJ, Wallace JM. 1998. The Arctic Oscillation signature in the wintertime geopotential height and temperature fields. Geophys. Res. Lett. 25: 1297-1300.
83. Tiao G, Reinsel G, Xu D, Pedrick J, Zhu X, Miller A, DeLuisi J, Mateer C, Wuebbles D. 1990. Effects of autocorrelation and temporal sampling schemes on estimates of trend and spatial correlation. J. Geophys. Res.: Atmos. 95: 20507-20517.
84. Viereck R, Puga L. 1999. The NOAA MG II core-to-wing solar index: Construction of a 20-year time series of chromospheric variability from multiple satellites. J. Geophys. Res.: Atmos. 104: 9995-10005.
85. Wang YM, Lean J, Sheeley N, Jr. 2005. Modeling the sun's magnetic field and irradiance since 1713. Astrophys. J. 625: 522-538.
86. Watanabe S, Hajima T, Sudo K, Nagashima T, Takemura T, Okajima H, Nozawa T, Kawase H, Abe M, Yokohata T, Ise T, Sato H, Kato E, Takata K, Emori S, Kawamiya M. 2011. MIROC-ESM 2010: Model description and basic results of CMIP5-20c3m experiments. Geosci. Model Dev. 4: 845-872, doi:10.5194/gmd-4-845-2011.
87. 'Scientific assessment of ozone depletion: 2006' Report 50. pub Global Ozone Research and Monitoring Project, World Meteorological Organization: Geneva, Switzerland, 2007.
88. Woods TN. 2012. Solar irradiance variability: Comparisons of observations over solar cycles 21-24. In EGU General Assembly Conference Abstracts, Vol. 14: 1520. (Abbasi, A Giesen, N (eds.), Copernicus: Göttingen, Germany.
89. Yang F, Schlesinger ME, Rozanov E. 2000. Description and performance of the UIUC 24-layer stratosphere/troposphere general circulation model. J. Geophys. Res. 105: 17925-17954, doi:10.1029/2000JD900049.
90. Yukimoto S, Kodera K. 2007. Annular modes forced from the stratosphere and interactions with the oceans. J. Meteorol. Soc. Jpn. 85: 943-952.
91. Yukimoto S, Yoshimura H, Hosaka M, Sakami T, Tsujino H, Hirabara M, Takana TY, Deushi M, Obata A, Nakano H, Adachi Y, Shindo E, Yabu S, Ose T, Kitoh A. 2011. 'MRI earth system model version 1 (MRI-ESM1) -Model Description' Technical Report No. 64, Meteorological Research Institute: Tsukuba City, Japan.
92. Yukimoto S, Adachi Y, Hosaka M, Sakami T, Youshimura H, Hirabara M, Tanaka T, Shindo S, Tsujino H, Deushi M, Mizuta R, Yabu S, Obata A, Nakano H, Koshiro T, Ose T, Kitoh A. 2012. A new global climate model of the Meteorological Research Institute: MRI-CGCM3 Model description and basic performance. J. Meteorol. Soc. Jpn. 90A: 23-64, doi:10.2151/jmsj.2012-A02.