Abstract
The main characteristics of spatial and temporal variability of the winter (June–August) observed surface air minimum temperature (SAMT) of southern Africa (Africa south of the equator) were examined from 1960 to 2011. The empirical orthogonal function (EOF) analysis was used to extract the dominant mode of SAMT variability. Statistically significant shifts were detected in both the index derived from the spatially averaged regional SAMT and its EOF1 time coefficients. These discontinuities displayed a sharp rise followed by an abrupt drop during the periods around 1988 and 2007 respectively. The years corresponded to change points in the Southern Annular Mode index where the 1988 significant alteration to a relatively more positive index polarity was followed by a sudden weakening during the latter shift. The development of the warm phase coincided with the decoupling of SAM from SAMT. This occurred when the strengthening of the western ridge of the Mascarene High appeared to be coupled to the creation of anomalously low pressure systems over Angola and the region pole-ward of South Africa. In this epoch, the meridional wind over southern Africa reversed to become predominantly northerly and hence was symptomatic of warm temperature advection from the lower latitudes. However the post 2007 era, though still of indeterminate length, is characterized by a partial return to the pre-1988 circulation conditions. This implies that the impacts of SAM’s epochal alterations have implications not only for the current climate, but also for the interpretation of climate change over southern Africa.
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Arntzen J, Downing T, Leemans R, Malcolm J, Reynard N, Ringrose S, Rogers D (1996) Climate change and southern Africa: an exploration of some potential impacts in the SADC region. World Wildlife Fund, Climatic Research Unit, Norwich
Breaker LC (2007) A closer look at regime shifts based on coastal observations along the eastern boundary of the North Pacific. Cont Shelf Res 27:2250–2277. doi:10.1016/j.csr.2007.05.018
Buishand TA (1982) Some methods for testing the homogeneity of rainfall records. J Hydrol 58(1–2):11–27
Cattell RB (1966) The scree test for the number of factors. Multivar Behav Res 1:629–637
Cheng Xinhua, Nitsche Gregor, Wallace John M (1995) Robustness of low-frequency circulation patterns derived from EOF and rotated EOF analyses. J Clim 8:1709–1713. doi:10.1175/1520-0442(1995)008<1709:ROLFCP>2.0.CO;2
Christy JR, Norris WB, McNider Richard T (2009) Surface temperature variations in East Africa and possible causes. J Clim 22:3342–3356
Collins JM (2011) Temperature variability over Africa. J Clim. doi:10.1175/2011JCLI3753.1
de Laat ATJ, Crok M (2013) A late 20th century European climate shift: Fingerprint of regional brightening? Atmos Clim Sci 3:291–300. doi:10.4236/acs.2013.33031
Dionne G, Francois P, Maalaoui O (2009) Detecting regime shifts in corporate credit spreads; Cahiers du CIRPÉE; 29 Sept. https://depot.erudit.org/id/003093dd
Dwass M (1957) Modified randomization tests for nonparametric hypotheses. Ann Math Stat 28:181–187
Figura S, Livingstone DM, Hoehn E, Kipfer R (2011) Regime shift in groundwater temperature triggered by the Arctic Oscillation. Geophys Res Lett 38:L23401. doi:10.1029/2011GL049749
Fogt RL, Bromwich DH (2006) Decadal variability of the ENSO teleconnection to the high-latitude South Pacific governed by coupling with the Southern Annular Mode*. J Clim 19:979–997. doi:10.1175/JCLI3671.1
Gillett NP, Kell TD, Jones PD (2006) Regional climate impacts of the Southern Annular Mode. Geophys Res Lett 33:L23704. doi:10.1029/2006GL027721
Grimwade K, French N, Mbatha DD, Zungu D, Dedicoat M, Gilks CF (2004) HIV infection as a cofactor for severe falciparum malaria in adults living in a region of unstable malaria transmission in South Africa. AIDS 18:547–554. doi:10.1097/00002030200402200-00023
Huber PJ (2005) Robust estimation of a location parameter. Ann Math Stat 35:73–101
Ibanez F, Fromentin JM, Castel J (1993) Application of the cumulated function to the processing of chronological data in oceanography. C R Acad Sci III Vie 316:745–748
IFFN (2000) Fires in the Southern Cape Peninsula, Western Cape Province, South Africa. IFFN 22:69–75
Kalnay E, Kanamitsu M, Kistler R, Collins W, Deaven D, Gandin L, Iredell M, Saha S, White G, Woolen J, Zhu Y, Chelliah M, Ebisuzaki W, Higgins W, Janowiak J, Mo KC, Ropelowski C, Wang J, Leetmaa A, Reynolds R, Jenne R, Joseph D (1996) The NCEP/NCAR 40-year reanalysis project. Bull Am Meteorol Soc 77:437–471
Kang SM et al (2011) The impact of polar ozone depletion on subtropical precipitation. Science 332:951
Karpechko AY, Gillett NP, Marshall GJ, Screen JA (2009) Climate impacts of the southern annular mode simulated by the CMIP3 models. J Clim 22(13):3751–3768. doi:10.1175/2009jcli2788.1
Kawamura Ryuichi (1994) A rotated EOF analysis of global sea surface temperature variability with interannual and interdecadal scales. J Phys Oceanogr 24:707–715. doi:10.1175/1520-0485(1994)024<0707:AREAOG>2.0.CO;2
Kruger AC, Shongwe S (2004) Temperature trends in South Africa: 1960-2003. Int J Climatol 24:1929–1945. doi:10.1002/joc.1096
Kushner PJ, Held IM, Delworth TL (2001) Southern Hemisphere atmospheric circulation response to global warming. J Clim 14:2238–2249
Lanzante JR (1996) Resistant, robust and non-parametric techniques for the analysis of climate data: theory and examples, including applications to historical radiosonde station data. Int J Climatol 16(11):1197–1226
Manatsa D, Behera SK (2013) On the epochal strengthening in the relationship between rainfall of East Africa and IOD. J Clim. doi:10.1175/JCLI-D-12-00568.1
Manatsa D, Morioka Y, Behera SK, Matarira CH, Yamagata T (2013a) Impact of Mascarene High variability on the East African ‘short rains’. Clim Dyn. doi:10.1007/s00382-013-1848-z
Manatsa D, Morioka Yushi, Behera Swadhin K, Yamagata Toshi, Matarira Caxton H (2013b) Link between Antarctic Ozone depletion and summer warming over southern Africa. Nat Geosci J. doi:10.1038/ngeo1968
Marshall GJ (2002) Trends in Antarctic geopotential height and temperature: a comparison between radiosonde and NCEP–NCAR reanalysis data. J Clim 15:659–674
Marshall GJ (2003) Trends in the Southern Annular Mode from observations and reanalyses. J Clim 16:4134–4143
Nicholson SE (2001) Climatic and environmental change in Africa during the last two centuries. Clim Res 17:123–144
North GR, Bell TL, Cahalan RF, Moeng FJ (1982) Sampling errors in the estimation of empirical orthogonal functions. Mon Weather Rev 110(7):699–7606
OneWorld (2010) Integrated climate change and food security analysis for Southern Africa. Regional Climate Change Programme, Cape Town
Overland J, Rodionov S, Minobe S, Bond N (2008) North Pacific regime shifts: definitions, issues and recent transitions. Prog Oceanogr 77(2008):92–102
Peterson TC, Karl TR, Jamason PF, Knight R, Easterling DR (1998) The first difference method: maximizing station density for the calculation of long-term global temperature change. J Geophys Res 103:25967–25974
Reason C, Rouault M (2005) Links between the Antarctic Oscillation and winter rainfall over western South Africa. Geophys Res Lett. doi:10.1029/2005GL022419
Rodionov S (2004) A sequential algorithm for testing climate regime shifts. Geophys Res Lett 31:L09204. doi:10.1029/2004GL019448
Rodionov SN (2006) Use of prewhitening in climate regime shifts detection. Geophys Res Lett 33:L12707. doi:10.1029/2006GL025904
Shongwe ME, van Oldenborgh GJ, van den Hurk BJJM, de Boer B, Coelho CAS, van Aalst MK (2009) Projected changes in mean and extreme precipitation in Africa under global warming. Part I: southern Africa. J Clim 22:3819–3837
Tennant W (2004) Considerations when using pre-1979 NCEP/NCAR reanalyses in the southern hemisphere. Geophys Res Lett 31:L11112. doi:10.1029/2004GL019751
Thompson DWJ, Wallace JM (2000) Annular modes in the extratropical circulation. Part I: month-to-month variability. J Clim 13:1000–1016
Tyson PD, Preston-Whyte RA (2000) The weather and climate of southern Africa. Oxford University Press Southern Africa, Cape Town
Xue F, Wang HJ, He JH (2003) Interannual variability of MH and Australian High and their influence on the East Asian summer rainfall over East Asia. Chin Sci Bull 48(5):492–497
Zhang R-H, Rothstein LM, Busalacchi AJ (1998) Origin of warming and El Nino change on decadal scales in the tropical Pacific Ocean. Nature 391:879–883
Acknowledgments
The authors wish to thank Bindura University of Science for the partial funding of this work. The climate explorer website is thanked for providing the platform on which the figures were constructed. This work was presented at the Earth Temp Network and Global Temp User Consultation Workshop, University of KIT, Karlsruhe, Germany, in June 2014. The principal author is very grateful for the constructive criticisms from the workshop participants especially the emphasis from Prof Chris Merchant from University of Reading to publish the results.
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Manatsa, D., Matarira, C., Mushore, T.D. et al. Southern Africa winter temperature shifts and their link to the Southern Annular Mode. Clim Dyn 45, 2337–2350 (2015). https://doi.org/10.1007/s00382-015-2474-8
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DOI: https://doi.org/10.1007/s00382-015-2474-8