Skip to main content

Advertisement

Log in

Spatial and inter-seasonal behaviour of rainfall in the Soutpansberg region of South Africa as attributed to the changing climate

  • Original Paper
  • Published:
Theoretical and Applied Climatology Aims and scope Submit manuscript

Abstract

The inter-seasonal behaviour of rainfall in the Soutpansberg region of South Africa was assessed in relation to changing climate with an attempt to diagnose some of the contributing external factors. Seasonal rainfall data from 1970 to 2009 was characterised for the Soutpansberg using 23 rainfall stations distributed over the mountain range. The normality of rainfall data was quality-controlled using the Pearson correlation coefficient and a double mass curve. Composite rainfall and standardised anomaly index for the region were calculated in order to assess seasonal variability of rainfall. The results showed that the range experienced a decline in seasonal rainfall, from east to west. The North West (NW) part of the region experienced its lowest rainfall in 1985, with a standardised anomaly index (SAI) of −0.94, and its highest rainfall was experienced in 1978, with an SAI of 0.5. The North East (NE) recorded lowest rainfall in 1985 with an SAI of −1, and the highest rainfall was observed in the years ranging from 1977 to 1980 with an SAI of 1. The South East (SE) experienced lowest rainfall in 1985 with a value of −1.25 below the mean, and its highest rainfall (1.25) was experienced in 1976. The study showed that seasonal rainfall in the north-facing slope was lower than the rainfall in the south-facing slope. Trend line analysis indicated that the NW part of the Soutpansberg experienced the most substantial decrease in rainfall. The NW region was followed by the NE, SW, SE and the Central East (CE) respectively in terms of the decline in rainfall. Such behaviour and trends which varies across space and time is a cause for concern in the period of study. This period was characterised by increase in anthropogenic activities, as earlier studies prior to 1970 demonstrated a near stable pattern in terms of the cyclic activity of rainfall.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

References

  • Altwegg R, Anderson M (2009) Rainfall in arid zones: possible effects of climate change on the population ecology of blue cranes. Funct Ecol 23:1014–1021

    Article  Google Scholar 

  • Auer I, Böhm R, Jurković A, Orlik A, Potzmann R, Schöner W, Ungersböck M, Brunetti M, Nanni T, Maugeri M, Briffa K, Jones P, Efthymiadis D, Mestre O, Moisselin J-M, Begert M, Brazdil R, Bochnicek O, Cegnar T, Gajić-Čapka M, Zaninović K, Majstorović Ž, Zentimrey T, Mercalli L (2005) A new instrumental precipitation dataset for the Greater Alpine Region for the period 1800–2002. Int J Climatol 25:139–166

    Article  Google Scholar 

  • Berger K, Crafford JE, Gaigher I, Gaigher MJ, Hahn N, Mac Donald I (2003) A first synthesis of the environmental, biological and cultural assets of the Soutpansberg. Leach Printers & Signs, Louis Trichardt

    Google Scholar 

  • Boissonnade AC, Heitkemper LJ, Whitehead D (2002) Weather data: cleaning and enhancement. In: Dischel R (ed) Climate risk and the weather market: financial risk management with weather hedges. Risk Waters, 73–93

  • Brandl G (2003) Geology of the Soutpansberg. In: Berger K, Crafford JE, Gaigher I, Gaigher MJ, Hahn N and MacDonald IAW (eds) Louis Trichardt. A first synthesis of the environmental, biological and cultural assets of the Soutpansberg. Proceedings of a Workshop held at Lajuma Mountain Retreat 9–10 May 2003

  • Conrad V, Pollak C (1950) Methods in climatology. Harvard University Press, Cambridge

    Book  Google Scholar 

  • Corti S, Molteni F, Palmer TN (1999) Signature of recent climate change in frequencies of natural atmospheric circulation regimes. Nature 398:799–802

    Article  Google Scholar 

  • Delitala AMS, Cesari D, Chessa PM, Ward MM (2000) Selection of variables for the purpose of regionalization of Iran’s precipitation variability over Iran using multivariate statistical methods. Theo Appl Climatol 7:71–89

    Google Scholar 

  • Department of Water Affairs (DWAF) (2004) Forestry and poverty in SA. Working paper 3. Pretoria, DWAF

  • Department of Environmental Affairs (DEA) (2013) Long-term adaptation scenarios flagship research programme (LTAS) for South Africa: climate trends and scenarios for South Africa. DEA, Pretoria

    Google Scholar 

  • Du Toit JCO, O’Connor TG (2014) Changes in rainfall pattern in the eastern Karoo, South Africa, over the past 123 years. Water SA 40:453–460

    Article  Google Scholar 

  • Dowdy S, Wearden S (1991) Statistics for research, 2nd edn. John Wiley and Sons, New York

    Google Scholar 

  • Egan V, Linden J, Kirchhof S, van der Wiel GLW (2005) Herpertological biodiversity. In: Van der Wiel GLW, Gaigher IG (eds) Biodiversity of the Soutpansberg to biosphere reserve area 42–70

  • Engelbrecht F, Landman W, Engelbrecht C, Landman S, Bopape M, Roux G, McGregor J, Thatcher M (2011) Multi-scale climate modelling over Southern Africa using a variable-resolution global model. Water SA 37:647–658

    Article  Google Scholar 

  • Goddard W, Melville S (2001) Research methodology. An introduction, 2nd edn. Juta and Co LTD, Landsdowne

    Google Scholar 

  • Hahn N (2002) Endemic flora of the Soutpansberg. MSc Thesis, University of Natal, Pietermaritzburg, South Africa

  • Hahn N (2006) Floristic diversity of the Soutpansberg, Limpopo Province, South Africa. Ph.D. Thesis, University of Pretoria, Pretoria, South Africa

  • Haverkort AJ, Franke AC, Engelbrecht FA, Steyn JM (2013) Climate change and potato production in contrasting South African environments 1. Effects on land and water use efficiencies. Potato Res 56:31–50

    Article  Google Scholar 

  • Hewitson BC, Crane RG (2006) Consensus between GCM climate change projections with empirical downscaling: precipitation downscaling over South Africa. Int J Climatol 26:1315–1337

    Article  Google Scholar 

  • Hulme M (1992) Rainfall changes in Africa: 1931–1960 to 1961–1990. Int J Climatol 12:685–699

    Article  Google Scholar 

  • Hulme M, Doherty R, Ngara T, New M, Lister D (2001) African climate change: 1900–2100. Clim Res 17:145–168

    Article  Google Scholar 

  • Kabanda TA (2003) Climate. In: Berger K, Crafford JE, Gaigher I, Gaigher MJ, Hahn N and MacDonald IAW (eds) Louis Trichardt. A first synthesis of the environmental, biological and cultural assets of the Soutpansberg. Proceedings of a Workshop held at Lajuma Mountain Retreat 9–10 May 2003

  • Kabanda TA (2011) Impacts of climate change on agriculture: collapsing of dry land potato farming in North East South Africa. J Soc Sci 29(1):57–62

    Google Scholar 

  • Kabanda TA, Munyati C (2010) Anthropogenic-induced climate change and the resulting tendency towards land conflict: the case of the Soutpansberg region, South Africa. In: Mwiturubani A and van Wyk J (eds) Climate change and Natural Resources Conflicts in Africa. Monograph No. 170, Institute for Security Studies. Pretoria

  • Katz RW, Glantz MH (1986) Anatomy of a rainfall index. Mon Weather Rev 114:764–771

    Article  Google Scholar 

  • Kephe P N, Petja B M (2014) Mapping the impact of anthropogenic activities on the vegetation of the Soutpansberg region of South Africa. Proceedings of the 10th International Conference of the African Association for Remote Sensing of Environment, Johannesburg, South Africa, 136–146

  • Kraus EB (1977) Subtropical droughts and cross equatorial energy transport. Mon Weather Rev 105:1009–1018

    Article  Google Scholar 

  • Kruger AC (2006) Observed trends in daily precipitation indices in South Africa: 1910–2004. Int J Climatol 26:2275–2285

    Article  Google Scholar 

  • Los SO, Tucker CJ, Anyamba A, Cherlet M, Collatz GJ, Giglio L, Hall FG, Kendall JA (2002) The biosphere: a global perspective. In: Skidmore A (ed) Environmental modelling with GIS and remote sensing. Taylor and Francis, London

    Google Scholar 

  • Lumsden TG, Schulze RE, Hewitson BC (2009) Evaluation of potential changes in hydrologically relevant statistics of rainfall in Southern Africa under conditions of climate change. Water SA 35(5)

  • Malherbe J, Engelbrecht FA, Landman W (2012) Projected changes in tropical cyclone tracks over the southwestern Indian ocean under enhanced anthropogenic forcing. Clim Dyn. doi:10.1007/s00382-012-1635-2

    Google Scholar 

  • 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. doi:10.1007/s00382-012-1635-2

    Google Scholar 

  • Mason SJ, Waylen PR, Mimmack GM, Rajaratnam B, Harrison MJ (1999) Changes in extreme rainfall events in South Africa. Clim Chang 41:249–257

    Article  Google Scholar 

  • Matthews WS, (1991) Phytosociology of the North-eastern Mountain Sourveld. MSc Thesis, University of Pretoria, South Africa

  • Monahana AH, Fyfe JC, Flato GM (2000) A regime view of northern hemisphere atmospheric variability and change under global warming. Geophys Res Lett 27:1139–1142

    Article  Google Scholar 

  • Mostert THC, Bredenkamp GJ, Klopper HL, Verwy C, Mostert RE, Hahn N (2008) Major vegetation types of the Soutpansberg Conservancy and the Blouberg Nature Reserve, South Africa. Koedoe 50:32–48

    Article  Google Scholar 

  • Mucina L, Rutherford MC (eds) (2006) The vegetation of southern Africa, Lesotho and Swaziland. Strelitzia 19, South African National Biodiversity Institute, Pretoria.

  • Munyati C, Kabanda TA (2009) Using multitemporal Landsat TM imagery to establish land use pressure induced trends in forest and woodland cover in sections of the Soutpansberg Mountains of Venda region, Limpopo Province, South Africa. Reg Environ Chang 9(1):41–56

    Article  Google Scholar 

  • Nenwiini S, Kabanda TA (2013) Trends and variability assessment of rainfall in Vhembe South Africa. J Hum Ecol 42(2):171–176

    Google Scholar 

  • New M, Hewitson B, Stephenson DB, Tsiga A, Kruger A, Manhique A, Gomez B, Caio ASC, Masisi DN, Kululanga E, Mbambalala E, Adesina F, Saleh H, Kanyanga J, Adosi J, Bulane L, Fortunata L, Mdoka ML, Lajoie R (2006) Evidence of trends in daily climate extremes over southern and West Africa. J Geophys Res 111(D14)

  • Niang I, Ruppel O, Abdrabo M, Essel A, Lennard C, Padgham J, Urquhart, P (2014) Africa. In: Climate change 2014: Impacts, adaptation and vulnerability. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press

  • Nicholson SE (1986) The spatial coherence of African rainfall anomalies: interhemispheric teleconnections. J Clim Appl Meteorol 25(10):1365–1381

    Article  Google Scholar 

  • Nicholson SE (1989) Long-term changes in rainfall. Weather 44(2):46–56

    Article  Google Scholar 

  • Nicholson SE (2000) The nature of rainfall variability over Africa on time scales of decades to millennia. Glob Planet Chang 26:137–158

    Article  Google Scholar 

  • Nyenzi BS (1988) Mechanism of East African rainfall variability. PhD Thesis, Florida State University, USA.

  • Olivier J, Rautenbach CJ (2002) The implementation of fog water collection systems in South Africa. Atmos Res 64(4):227–239

  • Radford AN, Du Plessis MA (2003) The importance of rainfall to a cavity-nesting species. Ibis 145:692–694

    Article  Google Scholar 

  • Reason CJC, Keibel A (2004) Tropical cyclone Eline and its unusual penetration and impacts over the southern African mainland. Weather Forecast 19(5):789–805

    Article  Google Scholar 

  • Republic of South Africa (RSA) (2011) National Climate Change Response White Paper. Government Printer, Pretoria

    Google Scholar 

  • Schulze RE (1997) South African atlas of agro hydrology and climatology. In: Water Research Commission, Report TT82/96. Water Research Commission, Pretoria

    Google Scholar 

  • Schulze RE (ed) (2005) Climate change and water resources in Southern Africa: studies on scenarios, impacts, vulnerabilities and adaptation. Water Research Commission report 1430/1/05. Water Research Commission, Pretoria

    Google Scholar 

  • Turkes M (1996) Spatial and temporal analysis of annual rainfall variations in Turkey. Int J Climatol 16:1057–1076

    Article  Google Scholar 

  • Tyson PD (1986) Climatic change and variability in Southern Africa. Oxford University Press, Cape Town

    Google Scholar 

  • Tyson PD, Preston-Whyte RA (2000) The weather and climate of Southern Africa. Oxford University Press, Cape Town

    Google Scholar 

  • van Wageningen A, du Plessis JA (2007) Are rainfall intensities changing? Could climate change be blamed and what could be the impact for hydrologists? Water SA 33(4):571–574

    Google Scholar 

  • Ziervogel G, Mark N, Archer van Garderen E, Midgley G, Taylor A, Ralph H, Stuart-Hill S, Jonny M, Warburton M (2014) Climate change impacts and adaptation in WIREs. Clim Chang:2014. doi:10.1002/wcc.295

Download references

Acknowledgments

The study was funded by the North West University and the Department of Geography and Environmental Science at Mafikeng Campus is acknowledged particularly for funding for the field trips. Raw weather data was obtained from the South African Weather Service and is greatly appreciated.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Brilliant Mareme Petja.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kephe, P.N., Petja, B.M. & Kabanda, T.A. Spatial and inter-seasonal behaviour of rainfall in the Soutpansberg region of South Africa as attributed to the changing climate. Theor Appl Climatol 126, 233–245 (2016). https://doi.org/10.1007/s00704-015-1569-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00704-015-1569-9

Keywords

Navigation