Abstract
Despite the increasing severity of droughts and their effects on Zimbabwe’s agriculture, there are few tools available for predicting these droughts in advance. Consequently, communities and farmers are more exposed, and policy makers are always ill prepared for such. This study sought to investigate possible cycles and precursor meteorological conditions prior to drought seasons that could be used to predict impending droughts in Zimbabwe. The Single Z-Index was used to identify and grade drought years between 1951 and 2010 according to rainfall severity. Spectral analysis was used to reveal the cycles of droughts for possible use of these cycles for drought prediction. Composite analysis was used to investigate circulation and temperature anomalies associated with severe and extreme drought years. Results indicate that severe droughts are more highly correlated with circulation patterns and embedded weather systems in the Indian Ocean and equatorial Pacific Ocean than any other area. This study identified sea surface temperatures in the average period June to August, geopotential height and wind vector in July to September period, and air temperature in September to November period as precursors that can be used to predict a drought occurrence several months in advance. Therefore, in addition to sea surface temperature, which was identified through previous research for predicting Zimbabwean droughts, the other parameters identified in this study can aid in drought prediction. Drought cycles were established at 20-, 12.5-, 3.2-, and 2.7-year cycles. The spectral peaks, 12.5, 3.2, and 2.7, had a similar timescale with the luni-solar tide, El Niño Southern Oscillation and Quasi Biennial Oscillation, respectively, and hence, occurrence of these phenomena have a possibility of indicating when the next drought might be.
We’re sorry, something doesn't seem to be working properly.
Please try refreshing the page. If that doesn't work, please contact support so we can address the problem.
References
Adler RF, Huffman GJ, Chang A, Ferraro R, Xie PP, Janowiak J, Nelkin E (2003) The version-2 global precipitation climatology project (GPCP) monthly precipitation analysis (1979-present). J Hydrometeorol 4(6):1147–1167
Anyah RO, Semazzi FHM (2004) Simulation of the sensitivity of Lake Victoria basin climate to lake surface temperatures. Theor Appl Climatol 79(1–2):55–69
Bauer M, Del Genio AD (2006) Composite analysis of winter cyclones in a GCM: influence on climatological humidity. J Clim 19(9):1652–1672
Blamey RC, Reason CJC (2009) Numerical simulation of a mesoscale convective system over the east coast of South Africa. Tellus A 61(1):17–34
Blamey RC, Reason CJC (2013) The role of mesoscale convective complexes in southern Africa summer rainfall. J Clim 26(5):1654–1668
Buckle C (1996) Weather and Climate in Africa. Longman, Harlow. 312 pp
Chang WYB (1997) ENSO-extreme climate events and their impacts on Asian deltas. J Am Water Resour Assoc 33(3):605–614
Chikobvu D, Chifurira R (2012) Predicting Zimbabwe’s annual rainfall using the southern oscillation index: weighted regression approach. African Statistical Journal 88:87
Colberg F, Reason CJC, Rodgers K (2004) South Atlantic response to El Niño–southern oscillation induced climate variability in an ocean general circulation model. Journal of Geophysical Research: Oceans 109(C12)
Cook KH (2000) The South Indian convergence zone and interannual rainfall variability over southern Africa. J Clim 13(21):3789–3804
Cook C, Reason CJ, Hewitson BC (2004) Wet and dry spells within particularly wet and dry summers in the South African summer rainfall region. Clim Res 26(1):17–31
Dai A (2011) Characteristics and trends in various forms of the palmer drought severity index during 1900–2008. Journal of Geophysical Research: Atmospheres 116(D12)
Dyson LL, Van Heerden J (2001) The heavy rainfall and floods over the northeastern interior of South Africa during February 2000. S Afr J Sci 97
Edwards DC, McKee TB (1997) Characteristics of twentieth Century drought in the United States at multiple time series. Climatology Report No. 97–2, Colorado State University, Colorado
Fauchereau N, Trzaska S, Rouault M, Richard Y (2003) Rainfall variability and changes in southern Africa during the 20th century in the global warming context. Nat Hazards 29(2):139–154
Garstang M, Tyson PD, Swap R, Edwards M, Kållberg P, Lindesay JA (1996) Horizontal and vertical transport of air over southern Africa. Journal of Geophysical Research: Atmospheres 101(D19):23721–23736
Giorgi F, Mearns LO (2002) Calculation of average, uncertainty range, and reliability of regional climate changes from AOGCM simulations via the “reliability ensemble averaging” (REA) method. J Clim 15(10):1141–1158
Giorgi F, Mearns LO (2003) Probability of regional climate change based on the reliability ensemble averaging (REA) method. Geophys Res Lett 30(12):1629
Guttman NB (1998) Comparing the palmer drought index and the standardized precipitation index. J Am Water Resour Assoc 34:113–121
Guttman NB (1999) Accepting the standardized precipitation index: a calculation algorithm. J Am Water Resour Assoc 35(2):311–322
Hachigonta S, Reason CJC, Tadross M (2008) An analysis of onset date and rainy season duration over Zambia. Theor Appl Climatol 91(1–4):229–243
Hart NCG, Reason CJC, Fauchereau N (2010) Tropical-extratropical interactions over southern Africa: three cases of heavy summer season rainfall. Mon Weather Rev 138(7):2608–2623
Hart NC, Reason CJ, Fauchereau N (2013) Cloud bands over southern Africa: seasonality, contribution to rainfall variability and modulation by the MJO. Clim Dyn 41(5–6):1199–1212
Hayes MJ, Svoboda MD, Wilhite DA, Vanyarkho OV (1999) Monitoring the 1996 drought using the standardized precipitation index. Bull Am Meteorol Soc 80:429–438
Hoerling M, Hurrell J, Eischeid J, Phillips A (2006) Detection and attribution of twentieth-century northern and southern African rainfall change. J Clim 19(16):3989–4008
Jain VK, Pandey RP, Jain MK, Byun H (2015) Comparison of drought indices for appraisal of drought characteristics in the Ken River basin. J Weather and Climate extremes 8:1–11
Ju XS, Yang XW, Chen LJ, Wang YM (1997) Research on determination of indices and division of regional flood/drought grades in China (in Chinese). Quarterly Journal of Applied Meteorology 8(1):26–33
Jury MR (2002) Economic impacts of climate variability in South Africa and development of resource prediction models. J Appl Meteorol 41(1):46–55
Jury MR, Levey K (1993) The climatology and characteristics of drought in the eastern cape of South Africa. Int J Climatol 13(6):629–641
Jury MR, Mwafulirwa ND (2002) Climate variability in Malawi, part 1: dry summers, statistical associations and predictability. Int J Climatol 22(11):1289–1302
Jury MR, Valentine HR, Lutjeharms JR (1993) Influence of the Agulhas Current on summer rainfall along the southeast coast of South Africa. J Appl Meteorol 32(7):1282–1287
Jury MR, Mc Queen C, Levey K (1994) SOI and QBO signals in the African region. Theor Appl Climatol 50(1–2):103–115
Jury MR, Pathack BMR, Rautenbach CJDW, Van Heerden J (1996) Drought over South Africa and Indian Ocean SST: statistical and GCM results. Global Atmos Ocean Syst 4:47–63
Kalnay E, Kanamitsu M, Kistler R, Collins W, Deaven D, Gandin L, Joseph D (1996) The NCEP/NCAR 40-year reanalysis project. Bull Am Meteorol Soc 77(3):437–471
Kendall MG, Stuart A (1977) The Advanced Theory of Statistics. Vol.1Distribution Theory. Charles Griffin Company, London, pp. 400–401
Krugger AC (1999) The influence of decadal-scale variability of summer rainfall on the impact of El Niño and La Niña events in South Africa. Int J Climatol 19(1):59–68
Li J, Chen F, Cook ER, Gou X, Zhang Y (2007) Drought reconstruction for north Central China from tree rings: the value of the Palmer drought severity index. Int J Climatol 27(7):903–909
Lyons SW (1991) Origins of convective variability over equatorial southern Africa during austral summer. Journal o/Climate 4:23–39
Makarau A, Jury MR (1997) Predictability of Zimbabwe summer rainfall. Int J Climatol 17(13):1421–1432
Manatsa D, Chingombe W, Matsikwa H, Matarira CH (2007) The superior influence of the Darwin sea level pressure anomalies over ENSO as a simple drought predictor for Southern Africa. Theor Appl Climatol. doi:10.1007/s00704-007-0315-3
Manatsa D, Chingombe W, Matsikwa H, Matarira CH (2008) The superior influence of Darwin Sea level pressure anomalies over ENSO as a simple drought predictor for Southern Africa. Theor Appl Climatol 92(1–2):1–14
Manatsa D, Reason CJC, Mukwada G (2012) On the decoupling of the IODZM from southern Africa summer rainfall variability. Int J Clim 32:727–746
Maphosa B (1994) Lessons from the 1992 drought in Zimbabwe: the quest for alternative food policies. Nordic Journal of African Studies 3(1):53–58
Mason SJ, Jury MR (1997) Climatic variability and change over southern Africa: a reflection on underlying processes. Prog Phys Geogr 21(1):23–50
Matarira CH, Jury MR (1992) Contrasting meteorological structure of intra-seasonal wet and dry spells in Zimbabwe. Int J Climatol 12(2):165–176
McKee TB, Doesken NJ, Kleist J (1993) The relationship of drought frequency and duration to time scales. In Proceedings of the 8th Conference on Applied Climatology. American Meteorological Society, pp 179–186
McKee TB, Doesken NJ, Kleist J (1995) Drought monitoring with multiple time scales. 9th Conference on Applied Climatology, American Meteorological Society, pp 233–236
Mulenga HM, Rouault M, Reason CJC (2003) Dry summers over northeastern South Africa and associated circulation anomalies. Clim Res 25(1):29–41
Naresh Kumar N, Murthy CS, Sesha Sai MVR, Roy PS (2009) Journal of. Meteorol Appl 16(3):381–389
Nassor A, Jury MR (1997) Intra-seasonal climate variability of Madagascar. Part 2: evolution of flood events. Meteorog Atmos Phys 64(3–4):243–254
Niemeyer S (2008) New drought indices. In: Proceedings of the 1st international conference “Drought management: Scientific and technological innovations”, Zaragoza, Spain 12–14, pp 267–274
Ntale HK, Gan TY (2003) Drought indices and their application to East Africa. Int J Climatol 23(11):1335–1357
Ogwang BA, Guirong T, Haishan C (2012) Diagnosis of September-November drought and the associated circulation anomalies over Uganda. Pakistan Journal of Meteorology 9(17):11–24
Palmer WC (1968) Keeping track of crop moisture conditions, nationwide: the new crop moisture index
Preston-Whyte RA, Tyson PD (1988) The atmosphere and weather of Southern Africa. Oxford University Press, Cape Town, South Africa. 374 pp
Reason CJC, Jagadheesha D (2005) A model investigation of recent ENSO impacts over southern Africa. Meteorog Atmos Phys 89(1–4):181–205
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
Reason CJC, Mulenga H (1999) Relationships between south African rainfall and SST anomalies in the Southwest Indian Ocean. Int J Climatol 19(15):1651–1673
Reason CJC, Allan RJ, Lindesay JA, Ansell TJ (2000) ENSO and climatic signals across the Indian Ocean basin in the global context: part I, interannual composite patterns. Int J Climatol 20(11):1285–1327
Reason CJC, Hachigonta S, Phaladi RF (2005) Interannual variability in rainy season characteristics over the Limpopo region of southern Africa. Int J Climatol 25(14):1835–1853
Richard Y, Fauchereau N, Poccard I, Rouault M, Trzaska S (2001) 20th century droughts in southern Africa: spatial and temporal variability, teleconnections with oceanic and atmospheric conditions. Int J Climatol 21(7):873–885
Rocha A, Simmonds I (1997) Interannual variability of south-eastern African summer rainfall. Part II: modelling the impact of sea surface temperatures on rainfall and circulation. Int J Climatol 17(3):267–290
Rouault M, Richard Y (2003) Intensity and spatial extension of drought in South Africa at different time scales. Water SA 29(4):489–500
Saji NH, Goswami BN, Vinayachandran PN, Yamagata T (1999) A dipole mode in the tropical Indian Ocean. Nature 401:360–363
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(13):3819–3837
Tadross MA, Hewitson BC, Usman MT (2005) The interannual variability of the onset of the maize growing season over South Africa and Zimbabwe. J Clim 18(16):3356–3372
Tadross M, Saurez P, Lotsch A, Hachigonta S, Mdoka M, Unganai L, Lucio F, Kamdonyo D, Muchinda M (2009) Growing-season rainfall and scenarios of future change in southeast Africa: implications for cultivation of maize. Clim Res 40:147–161
Tan G, Sun Z, Chen H (2003) Diagnosis of summer time floods/droughts and their atmospheric circulation anomalies over north China. Key Laboratory of Meteorological Disaster and Environmental Variation (KLME)
Tebaldi C, Mearns LO, Nychka D, Smith RL (2004) Regional probabilities of precipitation change: a Bayesian analysis of multimodal simulations. Geophys Res Lett 31(24). doi:10.1029/2004GL021276
Thomas BC, Martin JE (2007) A synoptic climatology and composite analysis of the Alberta Clipper. Weather Forecast 22(2):315–333
Todd MC, Washington R, Palmer PI (2004) Water vapour transport associated with tropical-temperate trough systems over southern Africa and the Southwest Indian Ocean. Int J Climatol 24(5):555–568
Torrance JD (1981) Climate handbook of Zimbabwe. Department of Meteorological Services: Harare, pp 119–160
Tyson PD (1986) Climatic change and variability over Southern Africa. Oxford University Press, Cape Town. 220 pp
Tyson PD, Garstang M, Swap R, Kallberg P, Edwards M (1996) An air transport climatology for subtropical southern Africa. Int J Climatol 16(3):265–291
Unganai LS, Kogan FN (1998) Drought monitoring and corn yield estimation in southern Africa from AVHRR data. Remote Sens Environ 63(3):219–232
Usman MT, Reason CJC (2004) Dry spell frequencies and their variability over southern Africa. Clim Res 26(3):199–211
Vicente-Serrano SM, Beguería S, López-Moreno JI, Angulo M, El Kenawy A (2010) A new global 0.5 gridded dataset (1901-2006) of a multiscalar drought index: comparison with current drought index datasets based on the palmer drought severity index. J Hydrometeorol 11(4):1033–1043
Vigaud N, Pohl B, Crétat J (2012) Tropical-temperate interactions over southern Africa simulated by a regional climate model. Clim Dyn. doi:10.1007/s00382-012-1314-3
Waliser DE, Gautier C (1993) A satellite-derived climatology of the ITCZ. J Clim 6(11):2162–2174
Washington R, Preston A (2006) Extreme wet years over southern Africa: role of Indian Ocean sea surface temperatures. J Geophys Res Atmospheres 111:D15104. doi:10.1029/2005JD006724
Waylen PR, Henworth S (1996) A note on the timing of precipitation variability in Zimbabwe as related to the southern oscillation. Int J Climatol 16:1137–1148
Wu H, Hayes MJ, Weiss A, Hu Q (2001) An evaluation of the standardized precipitation index, the China-Z index and the statistical Z-score. Int J Climatol 21(6):745–758
Yamagata T, Behera SK, Rao SA, Guan Z, Ashok K (2002) The Indian Ocean dipole: a physical entity—CLIVAR Exchanges, 2002
Yamagata T, Behera SK, Luo JJ, Masson S, Jury MR, Rao SA (2004) Coupled ocean atmosphere variability in the tropical Indian Ocean. Earth’s Climate. pp 189–211
Zimbabwe Department of Meteorological Services (2000) Rainfall Bulletin, Issue No. 2/2000
Acknowledgments
A part of this work originates from the Master of Science (Msc) thesis of the first author. The authors give thanks to the Meteorological Services Department in Zimbabwe for providing the rainfall data and the Nanjing University of Information Science and Technology for the provision of the required facilities for data analysis.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Nangombe, S., Madyiwa, S. & Wang, J. Precursor conditions related to Zimbabwe’s summer droughts. Theor Appl Climatol 131, 413–431 (2018). https://doi.org/10.1007/s00704-016-1986-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00704-016-1986-4