Abstract
This study analyzes the evolution of the Hadley Circulation (HC) during the twentieth century in ERA-20CM (AMIP-experiment) and ERA-20C (reanalysis). These two recent ECMWF products provide the opportunity for a new analysis of the HC trends and of their uncertainties. Further, the effect of sea surface temperature forcing (including its uncertainty) and data assimilation are investigated. Also the ECMWF reanalysis ERA-Interim, for the period 1979–2010, is considered for a complementary analysis. Datasets present important differences in characteristics and trends of the HC. In ERA-20C HC is weaker (especially the Southern Hemisphere HC) and the whole Northern Hemisphere HC is located more southward than in ERA-20CM (especially in the boreal summer). In ERA-Interim HC is stronger and wider than both other simulations. In general, the magnitude of trends is larger and more statistically significant in ERA-20C than in ERA-20CM. The presence of large multidecadal variability across twentieth century raises doubts on the interpretation of recent behavior, such as the onset of sustained long term trends, particularly for the HC strength. In spite of this, the southward shift of the Southern Edge and widening of the Southern Hemisphere HC appear robust features in all datasets, and their trends have accelerated in the last three decades, but actual expansion rates remain affected by considerable uncertainty. Inconsistencies between datasets are attributed to the different reproduction of the links between the HC width and factors affecting it (such as mean global temperature, tropopause height, meridional temperature contrast and planetary waves), which appear more robust in ERA-20CM than in ERA-20C, particularly for the two latter factors. Further, in ERA-Interim these correlations are not statistically significant. These outcomes suggest that data assimilation degrades the links between the HC and features influencing its dynamics.
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References
Adam O, Schneider T, Harnik N (2014) Role of changes in mean temperatures versus temperature gradients in the recent widening of the Hadley circulation. J Clim 27(19):7450–7461
Allen RJ, Norris JR, Kovilakam M (2014) Influence of anthropogenic aerosols and the pacific decadal oscillation on tropical belt width. Nat Geosci 7(4):270–274
Allen RJ, Sherwood SC, Norris JR, Zender CS (2012) Recent northern hemisphere tropical expansion primarily driven by black carbon and tropospheric ozone. Nature 485(7398):350–354
Bengtsson L, Hodges KI, Hagemann S (2004) Sensitivity of large-scale atmospheric analyses to humidity observations and its impact on the global water cycle and tropical and extratropical weather systems in era40. Tellus A 56(3):202–217
Biasutti M, Giannini A (2006) Robust Sahel drying in response to late 20th century forcings. Geophys Res Lett 33:L11706. doi:10.1029/2006GL026067
Brönnimann S, Fischer AM, Rozanov E, Poli P, Compo GP, Sardeshmukh PD (2015) Southward shift of the northern tropical belt from 1945 to 1980. Nat Geosci 8(12): doi:10.1038/ngeo2568
Caballero R (2007) Role of eddies in the interannual variability of Hadley cell strength. Geophys Res Lett 34:L22705. doi:10.1029/2007GL030971
Cai W, Cowan T, Thatcher M (2012) Rainfall reductions over Southern Hemisphere semi-arid regions: the role of subtropical dry zone expansion. Sci Rep 2:702
Ceppi P, Hwang Y-T, Liu X, Frierson DM, Hartmann DL (2013) The relationship between the itcz and the southern hemispheric eddy-driven jet. J Geophy Res Atmos 118(11):5136–5146
Chiang JC, Friedman AR (2012) Extratropical cooling, interhemispheric thermal gradients, and tropical climate change. Ann Rev Earth Planet Sci 40:383–412
Compo GP, Whitaker JS, Sardeshmukh PD, Matsui N, Allan RJ, Yin X, Gleason BE, Vose R, Rutledge G, Bessemoulin P et al (2011) The twentieth century reanalysis project. Q J R Meteorol Soc 137(654):1–28
Davis SM, Rosenlof KH (2012) A multidiagnostic intercomparison of tropical-width time series using reanalyses and satellite observations. J Clim 25(4):1061–1078
Dee D, Uppala S, Simmons A, Berrisford P, Poli P, Kobayashi S, Andrae U, Balmaseda M, Balsamo G, Bauer P et al (2011) The era-interim reanalysis: configuration and performance of the data assimilation system. Q J R Meteorol Soc 137(656):553–597
Deser C, Phillips A, Bourdette V, Teng H (2012) Uncertainty in climate change projections: the role of internal variability. Clim Dyn 38(3–4):527–546
Diaz HF, Bradley RS (2004) The Hadley circulation: present, past, and future. Springer, Berlin
Giannini A, Saravanan R, Chang P (2003) Oceanic forcing of sahel rainfall on interannual to interdecadal time scales. Science 302(5647):1027–1030
Held IM (2000) The general circulation of the atmosphere. In: Program in Geophysical Fluid Dynamics. WoodsHole Oceanographic Institute, Woods Hole, MA. http://gfd.whoi.edu/proceedings/2000/PDFvol2000.html
Held IM, Soden BJ (2006) Robust responses of the hydrological cycle to global warming. J Clim 19(21):5686–5699
Hersbach H, Peubey C, Simmons A, Berrisford P, Poli P, Dee D (2015) Era-20cm: a twentieth-century atmospheric model ensemble. Q J R Meteorol Soc
Holton JR, Hakim GJ (2012) An introduction to dynamic meteorology. Academic Press, London
Hu Y, Fu Q (2007) Observed poleward expansion of the Hadley circulation since 1979. Atmos Chem Phys 7(19):5229–5236
Hu Y, Tao L, Liu J (2013) Poleward expansion of the Hadley circulation in CMIP5 simulations. Adv Atmos Sci 30:790–795
Huber P (1981) Robust statistics. Wiley, New York, p 308
Hwang Y-T, Frierson DM, Kang SM (2013) Anthropogenic sulfate aerosol and the southward shift of tropical precipitation in the late 20th century. Geophys Res Lett 40(11):2845–2850
Irving D, Simmonds I (2015) A novel approach to diagnosing southern hemisphere planetary wave activity and its influence on regional climate variability. J Clim
Johanson CM, Fu Q (2009) Hadley cell widening: model simulations versus observations. J Clim
Kang SM, Deser C, Polvani LM (2013) Uncertainty in climate change projections of the Hadley circulation: the role of internal variability. J Clim 26(19):7541–7554
Korty RL, Schneider T (2008) Extent of Hadley circulations in dry atmospheres. Geophys Res Lett 35:L23803. doi:10.1029/2008GL035847
Levine XJ, Schneider T (2015) Baroclinic eddies and the extent of the Hadley circulation: An idealized gcm study. J Atmos Sci
Liu J, Song M, Hu Y, Ren X (2012) Changes in the strength and width of the Hadley circulation since 1871. Clim Past Disc 8:C511–C511
Lu J, Delworth TL (2005) Oceanic forcing of the late 20th century Sahel drought. Geophys Res Lett 32:L22706
Lu J, Vecchi GA, Reichler T (2007) Expansion of the Hadley cell under global warming. Geophys Res Lett 34:L06805. doi:10.1029/2006GL028443
Lu J, Chen G, Frierson DMW (2008) Response of the zonal mean atmospheric circulation to El Niño versus global warming. J Clim 21:5835–5851
Lu J, Deser C, Reichler T (2009) Cause of the widening of the tropical belt since 1958. Geophys Res Lett 36:L03803
Mitas CM, Clement A (2005) Has the Hadley cell been strengthening in recent decades? Geophys Res Lett 32(3):L03809
Mitas CM, Clement A (2006) Recent behavior of the Hadley cell and tropical thermodynamics in climate models and reanalyses. Geophys Res Lett 33:L01810. doi:10.1029/2005GL024406
Mantsis DF, Clement AC (2009) Simulated variability in the mean atmospheric meridional circulation over the 20th century. Geophys Res Lett 36(6). doi:10.1029/2008GL036741
Nguyen H, Evans A, Lucas C, Smith I, Timbal B (2013) The Hadley circulation in reanalyses: climatology, variability, and change. J Clim 26:3357–3376
Oort AH, Rasmusson EM (1970) On the annual variation of the monthly mean meridional circulation. Monthly Weather Rev 98(6):423–442
Oort AH, Yienger JJ (1996) Observed interannual variability in the Hadley circulation and its connection to enso. J Clim 9(11):2751–2767
Poli P, Dee D, Berrisford P, Thépaut J-N (2010) Overview of satellite data assimilation in the era-interim reanalysis. In: Proceedings of 2010 EUMETSAT meteorological satellite conference, pp 1–8
Poli P, Hersbach H, Berrisford P, Dee D, Simmons A, Laloyaux P (2015) ERA-20C deterministic. ERA Report Series No. 20
Poli P, Hersbach H, Dee DP, Berrisford P, Simmons AJ, Vitart F, Laloyaux P, Tan DG, Peubey C, Thépaut J-N, et al. (2016) Era-20c: an atmospheric reanalysis of the 20th century. J Clim
Polvani LM, Waugh DW, Correa GJ, Son S-W (2011) Stratospheric ozone depletion: the main driver of twentieth-century atmospheric circulation changes in the southern hemisphere. J Clim 24(3):795–812
Reichler T (2009) Changes in the atmospheric circulation as indicator of climate change. In: Climate change: observed impacts on planet earth, pp 145–164
Reichler T, Dameris M, Sausen R (2003) Determining the tropopause height from gridded data. Geophys Res Lett 30:2042–2046
Schneider T, Bischoff T, Haug GH (2014) Migrations and dynamics of the intertropical convergence zone. Nature 513(7516):45–53
Schneider T, Bischoff T, Płotka H (2015) Physics of changes in synoptic midlatitude temperature variability. J Clim 28(6):2312–2331
Seager R, Ting M, Held I, Kushnir Y, Lu J, Vecchi G, Huang H-P, Harnik N, Leetmaa A, Lau N-C et al (2007) Model projections of an imminent transition to a more arid climate in southwestern north america. Science 316(5828):1181–1184
Seidel DJ, Fu Q, Randel WJ, Reichler TJ (2007) Widening of the tropical belt in a changing climate. Nat Geosci 1(1):21–24
Seo K-H, Frierson DM, Son J-H (2014) A mechanism for future changes in Hadley circulation strength in cmip5 climate change simulations. Geophys Res Lett 41(14):5251–5258
Son S-W, Polvani L, Waugh D, Akiyoshi H, Garcia R, Kinnison D, Pawson S, Rozanov E, Shepherd T, Shibata K (2008) The impact of stratospheric ozone recovery on the Southern Hemisphere westerly jet. Science 320(5882):1486–1489
Son S-W, Tandon NF, Polvani LM, Waugh DW (2009) Ozone hole and Southern Hemisphere climate change. Geophys Res Lett 36:L15705. doi:10.1029/2009GL038671
Son S-W, Gerber E, Perlwitz J, Polvani LM, Gillett N, Seo K-H, Eyring V, Shepherd T, Waugh D, Akiyoshi H et al (2010) Impact of stratospheric ozone on Southern Hemisphere circulation change: a multimodel assessment. J Geophys Res Atmos 115:D00M07.
Tanaka H, Ishizaki N, Kitoh A (2004) Trend and interannual variability of walker, monsoon and Hadley circulations defined by velocity potential in the upper troposphere. Tellus A 56(3):250–269
Tanaka H, Ishizaki N, Nohara D (2005) Intercomparison of the intensities and trends of Hadley, walker and monsoon circulations in the global warming projections. SOLA 1:77–80
Trenberth KE (1991) Climate diagnostics from global analyses: conservation of mass in ecmwf analyses. J Clim 4(7):707–722
Trenberth KE, Stepaniak DP, Caron JM (2000) The global monsoon as seen through the divergent atmospheric circulation. J Clim 13(22):3969–3993
Vecchi GA, Soden BJ (2007) Global warming and the weakening of the tropical circulation. J Clim 20(17):4316–4340
Von Storch H, Zwiers FW (2001) Statistical analysis in climate research. Cambridge University Press, Cambridge
Walker CC, Schneider T (2005) Response of idealized Hadley circulations to seasonally varying heating. Geophys Res Lett 32:L06813
Walker CC, Schneider T (2006) Eddy influences on Hadley circulations: simulations with an idealized gcm. J Atmos Sci 63(12):3333–3350
Waugh DW, Garfinkel CI, Polvani LM (2015) Drivers of the recent tropical expansion in the southern hemisphere: Changing SSTS or ozone depletion? J Clim 28(16):6581–6586
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We would like to thank Tapio Schneider and the three anonymous reviewers for helpful comments on the draft manuscript.
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To Claudio Bartiromo (1981–2016).
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D’Agostino, R., Lionello, P. Evidence of global warming impact on the evolution of the Hadley Circulation in ECMWF centennial reanalyses. Clim Dyn 48, 3047–3060 (2017). https://doi.org/10.1007/s00382-016-3250-0
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DOI: https://doi.org/10.1007/s00382-016-3250-0