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Evaluation of the onset and length of growing season to define planting date—‘a case study for Mali (West Africa)’

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Abstract

The agroecological zones (AEZ) of Mali fall within the semi-arid climate, the ability to determine efficiently or predict accurately the onset of growing season (OGS), and length of growing season (LGS) cannot be over-emphasized due to highly variable rainfall pattern and the dependence of smallholder farmers practising on rainfed farming agriculture. In this study, we determined the most suitable method for predicting the onset date of rainfall across AEZ that fitted with the planting windows of major cereal crops (maize, millet, and sorghum). Using long-term daily rainfall records from 22 meteorological stations spread across AEZ of Mali, four (4) known methods were applied to determine the onset dates of the rain. The mean onset dates were statistically compared with the farmer’s planting window for the selected weather stations to determine the suitable dates of OGS and LGS. The hypothesis considered a time lag minimum of 7 days between the mean onset date and traditional farmer sowing dates for the crops. Then, the preferred method was used to estimate OGS based on early, normal and late dates respectively across the stations. Also, the estimated LGS according to each zone was evaluated using probability distribution chart with duration to maturity for varieties of the same crops. The results showed that Def_4 was found appropriate for Sahelian and Sudano-Sahelian zones; Def_3 satisfied the criteria and exhibited superior capacity into farmer’s average planting date over Sudanian and Guinea Savannah zones. These results have an important application in cropping systems in order to prevent crop failure and ensure a better choice of crop variety according to LGS under climate variability and change being experienced across Mali.

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References

  • Ati FO (1996) A comparison of methods to detect the onset of the growing season and its trends for some stations in the Sudan Savannah of Northern Nigeria M.Sc. thesis, Department of Geography, Ahmadu Bello University, Zaria, Nigeria

  • Ati OF, Stigter CJ, Oladipo EO (2002) A comparison of methods to determine the onset of the growing season in Northern Nigeria. Int J Climatol 22:731–742

    Article  Google Scholar 

  • Callo-Concha D, Gaiser T, Webber H, Tischbein B, Müller M, Ewert F (2013) Farming in the West African Sudan Savanna: insights in the context of climate change. Afr J Agric Res 8(38):4693–4705. doi:10.5897/AJAR2013.7153

    Article  Google Scholar 

  • Diallo MA (2001) Mise en place de procéduresd’analysesstatistiquesagroclimatiqueset labanque de donnéessur les paramètres de la saisonagricolepluviale. Centre Régional AGRHYMET, Niamey

    Google Scholar 

  • Dingkuhn M, Baron C, Bonnal V, Maraux F, Sarr B, Sultan B, Clopes A, Forest F, (2003) Decision support tools for rainfed crops in the Sahel at the plot and regional scales. In: StruifBontkes TE, Wopereis MCS (eds) Decision Support Tools for Smallholder Agriculture in Sub-Saharan Africa – A practical Guide, CTA Wageningen, The Netherlands, pp 127–139

  • FAO (1978) Report on the agro-ecological zones projects, vol. 1. Methodology and results for Africa. FAO, Rome

    Google Scholar 

  • FAO (2008) West African catalogue of plant species and varieties. Food and Agriculture Organization of the United Nations, Rome, pp 285–289

    Google Scholar 

  • Graef F, Haigis J (2001) Spatial and temporal rainfall variability in the Sahel and its effects on farmers’ management strategies. J Arid Environ 48:221–231

    Article  Google Scholar 

  • Kasei CN, Afuakwa JJ (1991) Determination of optimum planting date and growing season of maize in the northern savanna zone of Ghana. In: Sivakumar MVK, Wallace JS, Renard C, Giroux C (eds) Soil Water Balance in the Sudan Sahelian Zone. IAHS Publication, No. 199. International Association of Hydrological Sciences, Wallingford

    Google Scholar 

  • Laux P, Kunstmanna H, Bardossy A (2008) Predicting the regional onset of the rainy season in West Africa. Int J Climatol 28:329–342

    Article  Google Scholar 

  • Laux P, Wagner S, Wagner A, Bárdossy A, Jacobeit J, Kunstmann H (2009) Modelling daily precipitation features in the Volta basin of West Africa. Int J Climatol 29(7):937–954. doi:10.1002/joc.1852

    Article  Google Scholar 

  • Laux P, Jäckel G, Munang R-T, Kunstmann H (2010) Impact of climate change on agricultural productivity under rainfed conditions in Cameroon – a method to improve attainable crop yields by planting date adaptations. Agric For Meteorol 150:1258–1271. doi:10.1016/j.agrformet.2010.05.008

    Article  Google Scholar 

  • Lodoun T, Sanon M, Giannini A, Traoré PS, Somé L, Rasolodimby JM (2013) Seasonal forecasts in the Sahel region: the use of rainfall-based predictive variables. Theor Appl Climatol. doi:10.1007/s00704-013-1002-1

    Google Scholar 

  • Maikano I (2006) Generate prototype WCA recommendation maps for selected sorghum (8) and millet (8) cultivars based on updated end-of season dates(PRODEPAM, activity). Raport de stage. Institut International de Recherche sur les Cultures des zones tropicales semi arides (ICRISAT-Bamako)

  • McSweeney C, New M, Lizcano G (2010) UNDP climate change country profiles: Afghanistan. Available: http://country-profiles.geog.ox.ac.uk. Accessed 10 May 2013

  • Mishra A, Hansen JW, Dingkuhn M, Baron C, Traore SB, Ndiaye O, Ward MN (2008) Sorghum yield prediction from seasonal rainfall forecasts in Burkina Faso. Agric For Meteorol 148(11):1798–1814

    Article  Google Scholar 

  • Odekunle TO (2004) Determining rainfall onset and retreat dates in Nigeria. J Hum Ecol 16(4):239–247

    Google Scholar 

  • Omotosho JB (1992) Long-range prediction of the onset and end of the rainy season in the West African Sahel. Int J Climatol 12:369–382

    Article  Google Scholar 

  • Omotosho JB, Balogun AA, Ogunjobi K (2000) Predicting monthly and seasonal rainfall, onset and cessation of the rainy season in West Africa using only surface data. Int J Climatol 20:865–880

    Article  Google Scholar 

  • Rosegrant MW, Cai X, Cline SA (2002) The role of rain-fed agriculture in the future of global food production. IFPRI, Environment and Production Technology Division Discussion Paper No. 90

  • Sivakumar MVK (1988) Predicting rainy season potential from the onset of rains in southern sahelian and sudanian climatic zones of West Africa. Agric For Meteorol 42:295–305

    Article  Google Scholar 

  • Sivakumar MVK, Maidoukia A, Stern RD (1993) Agroclimatology of West Africa: Niger. Information Bulletin no 5. Patancheru, A.P. 502 324, India: Int’l Crops Research Institute for the Semi-Arid Tropics, and Niamey: Direction de la meteorology nationale du Niger, 116p

  • Stern RD, Coe R (1982) The use of rainfall models in agricultural planning. Agric Meteorol 26(1):35–50

    Article  Google Scholar 

  • Stern RD, Dennett MD, Garbutt DJ (1981) The start of the rains in West Africa. J Climatol 1:59–68

  • Sultan B, Baron C, Dingkuhn M, Sarr B, Janicot S (2005) Agricultural impacts of large-scale variability of the West African monsoon. Agric For Meteorol 128(1–2):93–110

    Article  Google Scholar 

  • Traoré SB, Reynier FN, Vaskman M, Koné B, Sidibé, Yorote A, Yattara K, Kouressy M (2000) Adaptation a lasecheres se des écotypes locaux de sorgho du Mali. Sé cheresse 11:227–237. locaux de sorgho du Mali. Sécheresse 11:227–237

  • Usman MT, Archer E, Johnston P, Tadross M (2005) A conceptual framework for enhancing the utility of rainfall hazard forecasts for agriculture in marginal environments. Nat Hazards 34(1):111–129

    Article  Google Scholar 

  • Walter MW (1967) Length of the rainy season in Nigeria. Niger Geogr J 10:123–128

    Google Scholar 

Download references

Acknowledgments

This work was funded by the Federal Ministry of Education and Research (BMBF) through the West African Service Centre on Climate Change and Adapted Land Use (WASCAL), Graduate Research Program (GRP). Financial support is gratefully acknowledged.

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Correspondence to F. M. Akinseye.

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Akinseye, F.M., Agele, S.O., Traore, P.C.S. et al. Evaluation of the onset and length of growing season to define planting date—‘a case study for Mali (West Africa)’. Theor Appl Climatol 124, 973–983 (2016). https://doi.org/10.1007/s00704-015-1460-8

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