Abstract
Potential changes in Köppen-Geiger climate zones over southern Africa (Africa south of 22 °S) under future climate change are investigated using an ensemble of high-resolution projections of a regional climate model. The projections are performed under the A2 scenario of the Special Report on Emission Scenarios (SRES), and changes are presented for those times in the future when the increase in global average surface temperature reaches thresholds of 1, 2, and 3 °C, relative to the present-day baseline climatology. Widespread shifts in climate regimes are projected, of which the southern and eastern expansion of the hot desert and hot steppe zones is the most prominent. From occupying 33.1 and 19.4 % of southern Africa under present-day climate, these regions are projected to occupy between 47.3 and 59.7 % (hot desert zone) and 24.9 and 29.9 % (hot steppe zone) of the region in a future world where the global temperature has increased by 3 °C. The cold desert and cold steppe zones are projected to decrease correspondingly. The temperate regions of eastern South Africa, the Cape south coast, and winter rainfall region of the southwestern Cape are also projected to contract. An expansion of the hot steppe zone into the cold steppe and temperate zones may favor the intrusion of trees (and therefore the savanna biome) into the most pristine grasslands of southern Africa. However, the correlative climate-vegetation approach of using projected changes in Köppen-Geiger zones to infer future vegetation patterns is of limited value in the savanna complex of southern Africa, where complex feedbacks occur between carbon dioxide (CO2) concentrations, trees, C4 grasses, fire, and climate. The present-day temperate Cape Fynbos regime may come under increasing pressure as the encompassing temperate zone is invaded mainly from the east by the hot steppe climate regime under climate change, with the incidence of Fynbos fires also becoming more likely in a generally warmer and drier climate.







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References
Bond WJ, Midgley GF (2012) Carbon dioxide and the uneasy interactions of trees and savannah grasses. Philos Trans R Soc Lond B Biol Sci 367:601–612
Bond WJ, Woodward FI, Midgley GF (2005) The global distribution of ecosystems in a world without fire. New Phytol 165:525–538
Budyko MI (1974) Climate and life. International geophysics. Academic Press, New York, 508 pp
Buitenwerf R, Bond WJ, Stevens N, Trollope WSW (2012) Increased tree densities in South African savannas: >50 years of data suggests CO2 as a driver. Glob Chang Biol 18:675–684
Christensen JH, Hewitson B, Busuioc A, Chen A, Gao X, Held I, Jones R, Kolli RK, Kwon W-T, Laprise R, Magana Rueda V, Mearns L, Menendez CG, Raisanen J, Rinke A, Sarr A, Whetton P (2007) Regional climate projections. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt AB, Tignor M, Miller HL (eds) Climate change 2007: the physical science basis. Contribution of Working Group I to the Fourth Assessment Report of the Inter-governmental Panel on Climate Change. Cambridge University Press, Cambridge
Christensen JH, Boberg F, Christensen OB, Lucas-Picher P (2008) On the need for bias correction of regional climate change projections of temperature and precipitation. Geophys Res Lett 35, L20709. doi:10.1029/2008GL035694
Cramer W, Bondeau A, Woodward FI, Prentice IC, Betts RA, Brovkin V, Cox PM, Fisher V, Foley JA, Friend AD (2001) Global response of terrestrial ecosystem structure and function to CO2 and climate change: results from six dynamic global vegetation models. Glob Chang Biol 7:357–373
Crosbie RS, Pollock DW, Mpelasoka FS, Barron OV, Charles SP, Donn MJ (2012) Changes in Köppen-Geiger climate types under future climate for Australia: hydrological implications. Hydrol Earth Syst Sci 16:3341–3349. doi:10.5194/hess-16-3341-2012
De Castro M, Gallardo C, Jylha K, Tuomen-Virta H (2007) The use of a climate-type classification for assessing climate change effects in Europe from an ensemble of nine regional climate models. Clim Chang 81:329–341
Dosio A, Paruolo P (2011) Bias correction of the ENSEMBLES high-resolution climate change projections for use by impact models: evaluation on the present climate. J Geophys Res Atmos. doi:10.1029/2011JD015934
Engelbrecht FA (2005) Simulations of climate and climate change over Southern and tropical Africa with the conformal-cubic atmospheric model. In: Schulze RE (ed) Climate change and water resources in southern africa: studies on scenarios, impacts, vulnerabilities and adaptation. Water Research Commission, Pretoria, pp 57–74, RSA, WRC Report 1430/1/05, Chapter 4
Engelbrecht FA (2013) The future is uncertain, but not in a random way. 29th Annual Conference of the South African Society for Atmospheric Sciences, September 2013, Durban
Engelbrecht FA, Bopape MJ (2011) High-resolution projected climate futures for southern Africa. 27th Annual Conference of the South African Society for Atmospheric Sciences, September 2011, Hartebeeshoek, ISBN 978-0-620-47333-0
Engelbrecht FA, Rautenbach CJW, McGregor JL, Katzfey JJ (2002) January and July climate simulations over the SADC region using the limited-area model DARLAM. Water SA 28:361–374
Engelbrecht FA, McGregor JL, Engelbrecht CJ (2009) Dynamics of the conformal-cubic atmospheric model projected climate-change signal over southern Africa. Int J Climatol 29:1013–1033
Engelbrecht FA, Landman WA, Engelbrecht CJ, Landman S, Bopape MM, Roux B, McGregor JL, Thatcher M (2011) Multi-scale climate modeling over Southern Africa using a variable-resolution global model. Water SA 37:647–658
Engelbrecht CJ, Engelbrecht FA, Dyson LL (2013) High-resolution model-projected changes in mid-tropospheric closed-lows and extreme rainfall events over southern Africa. Int J Climatol 33:173–187. doi:10.1002/joc.3420
Fraedrich K, Gerstengarbe FW, Wemer PC (2001) Climate shifts during the last century. Clim Chang 50:405–417
Gao XJ, Giorgi F (2008) Increased aridity in the Mediterranean region under greenhouse gas forcing estimated from high resolution simulations with a regional climate model. Glob Planet Chang 62:195–209
Gnanadesikan A, Stouffer RJ (2006) Diagnosing atmosphere-ocean general circulation model errors relevant to the terrestrial biosphere using the Koppen climate classification. Geophys Res Lett 33. doi:10.1029/2006GL028098
Harris I, Jones PD, Osborn TJ, Lister DH (2013) Updated high-resolution grids of monthly climatic observations—the CRU TS3.10 dataset. Int J Climatol. doi:10.1002/joc.3711
Haverkort AJ, Franke AC, Engelbrecht FA, Steyn JM (2013) Climate change and potato production in contrasting South African agro-ecosystems 1. Effects on land and water use efficiencies. Potato Res 56:31–50. doi:10.1007/s11540-013-9230-4
Higgins SI, Scheiter S (2012) Atmospheric CO2 forces abrupt vegetation shifts locally, but not globally. Nature 488:209–212. doi:10.1038/nature11238
Hirota M, Holmgren M, Van Nes EH, Scheffer M (2011) Global resilience of tropical forest and savanna to critical transitions. Science 334:232–235
Hoffmann WA, Geiger EL, Gotsch SG, Rossatto DR, Silva LC, Lau OL, Haridasan M, Franco AC (2012) Ecological thresholds at the savanna-forest boundary: how plant traits, resources and fire govern the distribution of tropical biomes. Ecol Lett 15:759–768
Kalvova J, Halenka T, Bezpalcova K, Nemesova I (2003) Koppen Climate types in observed and simulated climates. Stud Geophys Geod 47:185–202
Kgope BS, Bond WJ, Midgley GF (2010) Growth responses of African savanna trees implicate atmospheric [CO2] as a driver of past and current changes in savanna tree cover. Aust Ecol 35:451–463. doi:10.1111/j.1442-9993.2009.02046.x
Kleiden A, Fraedrich K, Heimann M (2000) A green planet versus a desert world: estimating the maximum effect of vegetation on the land surface climate. Clim Chang 44:471–493. doi:10.1023/a:1005559518889
Köppen W (1936) Das geographisca system der Klimate. In: Köppen W, Geiger G (eds) Handbuch der Klimatologie. 1. C. Gebr, Borntraeger, p 44
Kottek M, Grieser J, Beck C, Rudolf B, Rubel F (2006) World map of the Köppen-Geiger climate classification updated. Meteorol Z 3:259–263
Kruger AC (2006) Observed trends in daily precipitation indices in South Africa: 1910-2004. Int J Climatol 26:2275–2285
Lohmann R, Sausen R, Bengtsson L, Cubasch U, Perlwitz J, Roeckner E (1993) The Köppen climate classification as a diagnostic tool for general circulation models. Clim Res 3:177–193
LTAS (2013a) Climate trends and scenarios for South Africa. Long-term Adaptation Scenarios Flagship Research Programme (LTAS). Phase 1, Technical Report no 1, 69 pp
LTAS (2013b) Climate change implications for the biodiversity sector in South Africa. Long-term Adaptation Scenarios Flagship Research Programme (LTAS). Phase 1, Technical Report no 6, 37 pp
Lüthi D, Le Floch M, Bereiter B, Blunier T, Barnola J-M, Siegenthaler U, Raynaud D, Jouzel J, Fischer H, Kawamura K, Stocker TF (2008) High-resolution carbon dioxide concentration record 650,000–800,000 years before present. Nature 453:379–382. doi:10.1038/nature06949
Malherbe J, Engelbrecht FA, Landman WA (2013) Projected changes in tropical cyclone climatology and landfall in the Southwest Indian Ocean region under enhanced anthropogenic forcing. Clim Dyn 40:2867–2886
McGregor JL (2005) C-CAM: Geometric aspects and dynamical formulation. CSIRO Atmospheric Research Tech. Paper No 70, 43 pp
Midgley GF, Rutherford MC, Bond WJ, Barnard P (2008) The heat is on: impacts of climate change on plant diversity in South Africa. South African National Biodiversity Institute, Cape Town
Moncrieff GR, Scheiter S, Bond WJ, Higgins SI (2014) Increasing atmospheric CO2 overrides the historical legacy of multiple stable biome states in Africa. New Phytol 201:908–915. doi:10.1111/nph.12551
Murphy BP, Bowman DM (2012) What controls the distribution of tropical forest and savanna? Ecol Lett 15:748–758
Niang I, Ruppel OC, Abdrabo M, Essel A, Lennard C, Padgham J, Urquhart P, Adelekan I, Archibald S, Barkhordarian A, Battersby J, Balinga M, Bilir E, Burke M, Chahed M, Chatterjee M, Chidiezie CT, Descheemaeker K, Djoudi H, Ebi KL, Fall PD, Fuentes R, Garland R, Gaye F, Hilmi K, Gbobaniyi E, Gonzalez P, Harvey B, Hayden M, Hemp A, Jobbins G, Johnson J, Lobell D, Locatelli B, Ludi E, Otto Naess L, Ndebele-Murisa MR, Ndiaye A, Newsham A, Njai S, Nkem, Olwoch JM, Pauw P, Pramova E, Rakotondrafara M-L, Raleigh C, Roberts D, Roncoli C, Sarr AT, Schleyer MH, Schulte-Uebbing L, Schulze R, Seid H, Shackleton S, Shongwe M, Stone D, Thomas D, Ugochukwu O, Victor D, Vincent K, Warner K, Yaffa S (2014). IPCC WGII AR5 Chapter 22 pp 1-115.
Peel MC, Finlayson BL, McMahon TA (2007) Updated world map of the Köppen-Geiger climate classification. Hydrol Earth Syst Sci 11:1633–1644
Prentice IC, Cramer W, Harrison SP, Leemans R, Monserud RA, Solomon AM (1992) A global biome model based on plant physiology and dominance, soil properties and climate. J Biogeogr 19:117–134
Quirk J, McDowell NG, Leake JR, Hudson PJ, Beerling DJ (2013) Increased susceptibility to drought-induced mortality in Sequoia sempervirens (Cupressaceae) trees under Cenozoic atmospheric carbon dioxide starvation. Am J Bot 100:582–591
Rubel F, Kottek M (2010) Observed and projected climate shifts 1901–2100 depicted by world maps of the Köppen-Geiger climate classification. Meteorol Z 19:135–141
Scheffer M, Hirota M, Holmgren M, Van Nes EH, Chapin FS (2012) Thresholds for boreal biome transitions. Proc Natl Acad Sci U S A 109:21 384–21
Scheiter S, Higgins SI, Osborne CP, Bradshaw C, Lunt D, Ripley BS, Taylor LL, Beerling DJ (2012) Fire and fire-adapted vegetation promoted C4 expansion in the late Miocene. New Phytol 195:653–666
Staver AC, Archibald S, Levin S (2011) The global extent and determinants of savanna and forest as alternative biome states. Science 334:230–232
Taljaard JJ (1996) Atmospheric circulation systems, synoptic climatology and weather phenomena of South Africa. Part 6: Rainfall in South Africa. South African Weather Bureau, technical paper 32
Thornton PK, Jones PG, Ericksen PJ, Challinor AJ (2011) Agriculture and food systems in sub-Saharan Africa in a 4 C+ world. Phil Trans R Soc 369:117–136. doi:10.1098/rsta.2010.0246
Van Wilgen BW, Forsyth GG, De Klerk H, Das S, Khuluse S, Schmitz P (2010) Fire management in Mediterranean-climate shrublands: a case study from the Cape fynbos, South Africa. J Appl Ecol 47:631–638. doi:10.1111/j.1365-2664.2010.01800
Wang M, Overland JE (2004) Detecting Arctic climate change using Köppen climate classification. Clim Chang 67:43–62
Ying S, Gao XJ, Wu J (2012) Projected changes in Köppen climate types in the 21st century over China. Atmos Ocean Sci Lett 5:495–498
Acknowledgments
This research was funded by the department of Agriculture, Forestry and Fisheries (DAFF) in South Africa, project number 21.1.1/12/CCDM-04. The projections were generated through a Parliamentary Grant project (EECM066) at the Council for Scientific and Industrial Research (CSIR). The authors are grateful for the constructive comments from an anonymous reviewer.
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Engelbrecht, C.J., Engelbrecht, F.A. Shifts in Köppen-Geiger climate zones over southern Africa in relation to key global temperature goals. Theor Appl Climatol 123, 247–261 (2016). https://doi.org/10.1007/s00704-014-1354-1
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DOI: https://doi.org/10.1007/s00704-014-1354-1