This study aimed at understanding the impacts of the seasonal hydroclimatic variables on maize yield and developing of statistical crop model for future maize yield prediction over Tanzania. The food security of the country is basically determined by availability of maize. Unfortunately, agriculture over the country is mainly rain fed hence highly endangered by the detrimental consequences of climate change and variability. Observed climate data was acquired from Tanzania Meteorological Authority (TMA) and Maize yield data from Food and Agriculture Organization (FAO). The study used the Mann-Kendall test and Sen’s slope for trend and magnitude detection in minimum, maximum temperature and rainfall at the 95% confidence level. The results have shown that rainfall is decreasing over the country and especially during the growing season but increasing during short rains season. Characteristics of seasonal climatic variables, cycle during growing period were linked to maize yield, and high (low) yield was reported during anomalous wet (dry) growing seasons. This portrays seasonal dependence of maize production. Statistical crop model was built by aggregating spatial regions that have statistically significant relation with maize yield. Results show that, 58.8% of yield variance is linked to seasonal hydroclimate variability. Rainfall emerged as the dominant predictor variable for maize yield since it accounts for 44.1% of yield variance. The modeled and observed yields exhibit statistically substantial relationship (r = 0.78) hence depicting high credence of the built statistical crop model. Also, the results revealed a decreasing trend in Maize yield with further Lessing trend is projected to proceed in the future. This calls for adaptation and implementation of appropriate regional measures to raise maize production in order to feed the burgeoning human population amidst climate change.
KeywordsRainfallTemperatureClimate VariabilityMaize YieldMaize Yield Projections Tanzania
Osima, S.E., Indasi, V., Zaroug, M.A.H., Edris, H., Gudoshava, M., Misiani, H., Nimusiima, A., Anyah, R., Otieno, G., Ogwang, B. and Jain, S. (2018) Projected Climate over the Greater Horn of Africa under 1.5 °C and 2 °C Global Warming. Environmental Research Letters, 13, Article ID: 065004. https://doi.org/10.1088/1748-9326/aaba1b
Khan, S.A., Kumar, S., Hussain, M.Z. and Kalra, N. (2009) Climate Change, Climate Variability and Indian Agriculture. In: Singh, S.N., Ed., Climate Change and Crops, Springer, Berlin, Heidelberg, 19-38. https://doi.org/10.1007/978-3-540-88246-6_2
TMA Book (2019-2020) Statement on the Status of Tanzania Climate in 2019. Tanzania Meteorological Authority, city.
IPCC (Intergovernmental Panel on Climate Change) (2007) Climate Change 2017: Impacts, Adaptions and Vulnerability. Intergovernmental Panel on Climate Change, Geneva.
IPCC (Intergovernmental Panel on Climate Change) (2012) Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation. Special Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, 582 p.
IPCC (Intergovernmental Panel on Climate Change) (2013) Climate Phenomena and Their Relevance for Future Regional Climate Change. In: Stocker, T.F., Qin, D., Plattner, G.-K., Tignor, M., Allen, S.K., Boschung, J., Eds., Climate Change 2013: The Physical Science Basis, Cambridge University Press, Cambridge, 1217-1308. https://www.ipcc.ch/site/assets/uploads/2018/02/WG1AR5_Chapter14_FINAL.pdf
Akram, N. (2013) Is Climate Change Hindering Economic Growth of Asian Economies? Asia-Pacific Development Journal, 19, 1-18. https://doi.org/10.18356/e7cfd1ec-en
Parry, M.L., Rosenzweig, C., Iglesias, A., Livermore, M. and Fischer, G. (2004) Effects of Climate Change on Global Food Production under SRES Emissions and Socio-Economic Scenarios. Global Environmental Change, 14, 53-67. https://doi.org/10.1016/j.gloenvcha.2003.10.008
Ahmed, S.A., Diffenbaugh, N.S. and Hertel, T.W. (2009) Climate Volatility Deepens Poverty Vulnerability in Developing Countries. Environmental Research Letters, 4, Article ID: 034004. https://doi.org/10.1088/1748-9326/4/3/034004
Nyoro, J. K., Ayieko, M. and Muyanga, M. (2007) The Compatibility of Trade Policy with Domestic Policy Interventions Affecting the Grains Sector in Kenya. Paper Presented at FAO Workshop on Trade and Policy for Food Products Conducive to Development in East Africa, Rome, 1-2 March 2007.
Leff, B., Ramankutty, N. and Foley, J.A. (2004) Geographic Distribution of Major Crops across the World. Global Biogeochemical Cycles, 18, Article No. GB1009. https://doi.org/10.1029/2003GB002108
United Republic of Tanzania (2013) National Agriculture Policy. Ministry of Agriculture Food Security and Cooperatives (MAFSC).
Herrero, M., Ringler, C., van de Steeg, J.A., Thornton, P.K., Zhu, T., Bryan, E. and Notenbaert, A.M.O. (2010) Climate Variability and Climate Change and Their Impacts on Kenya’s Agricultural Sector. International Livestock Research Institute, Nairobi. http://cgspace.cgiar.org/bitstream/handle/10568/2665/Kenya_Project%20Note%201_final.pdf
Mumo, L., Yu, J. and Fang, K. (2018) Assessing Impacts of Seasonal Climate Variability on Maize Yield in Kenya. International Journal of Plant Production, 12, 297- 307. https://doi.org/10.1007/s42106-018-0027-x
FAO (Food and Agriculture Organization of the United Nations) (2008) Introduction to the Basic Concepts of Food Security. Food and Agriculture Organization of the United Nations, Rome.
Tao, F. and Zhang, Z. (2011) Impacts of Climate Change as a Function of Global Mean Temperature: Maize Productivity and Water Use in China. Climatic Change, 105, 409-432. https://doi.org/10.1007/s10584-010-9883-9
Rowhani, P., Lobell, D.B., Linderman, M. and Ramankutty, N. (2011) Agricultural and Forest Meteorology Climate Variability and Crop Production in Tanzania. Agricultural and Forest Meteorology, 151, 449-460. https://doi.org/10.1016/j.agrformet.2010.12.002
Barron, J., Rockström, J., Gichuki, F. and Hatibu, N. (2003) Dry Spell Analysis and Maize Yields for Two Semi-Arid Locations in East Africa. Agricultural and Forest Meteorology, 117, 23-37. https://doi.org/10.1016/S0168-1923(03)00037-6
Hastenrath, S., (2001) Variations of East African Climate during the Past Two Centuries. Climatic Change, 50, 209-217. https://doi.org/10.1023/A:1010678111442
Indeje, M., Semazzi, F.H.M. and Ogallo, L.J. (2000) ENSO Signals in East African Rainfall Seasons. International Journal of Climatology, 20, 19-46. https://doi.org/10.1002/(SICI)1097-0088(200001)20:1%3C19::AID-JOC449%3E3.0.CO;2-0
Camberlin, P. and Philippon, N. (2002) The East African March-May Rainy Season: Associated Atmospheric Dynamics and Predictability over the 1968-97 Period. Journal of Climate, 15, 1002-1019. https://doi.org/10.1175/1520-0442(2002)015%3C1002:TEAMMR%3E2.0.CO;2
Ogallo, L.J. (1988) Relationships between Seasonal Rainfall in East Africa and the Southern Oscillation. Journal of Climatology, 8, 31-43. https://doi.org/10.1002/joc.3370080104
Luhunga, P.M., Kijazi, A. L., Chang’a, L., Kondowe, A., Ng’ongolo, H. and Mtongori, H. (2018) Climate Change Projections for Tanzania Based on High-Resolution Regional Climate Models from the Coordinated Regional Climate Downscaling Experiment (CORDEX)-Africa. Frontiers in Environmental Science, 6, Article No. 122. https://doi.org/10.3389/fenvs.2018.00122
Alexandersson, H. (1986) A Homogeneity Test Applied to Precipitation Data. Journal of Climatology, 6, 661-675. https://doi.org/10.1002/joc.3370060607.
Schlenker, W. and Lobell, D.B. (2010) Robust Negative Impacts of Climate Change on African Agriculture. Environmental Research Letters, 5, Article ID: 014010. https://doi.org/10.1088/1748-9326/5/1/014010
Porter, J.R. and Semenov, M.A. (2005) Crop Responses to Climatic Variation. Philosophical Transactions of the Royal Society B: Biological Sciences, 360, 2021-2035. https://doi.org/10.1098/rstb.2005.1752
Schlenker, W. and Roberts, M.J. (2009) Nonlinear Temperature Effect Indicates Severe Damages to U.S. Crop Yields under Climate Change. Proceedings of the National Academy of Sciences of the United States of America, 106, 15594-15598. https://doi.org/10.1073/pnas.0906865106
Lobell, D.B. and Field, C.B. (2007) Global Scale Climate-Crop Yield Relationships and the Impacts of Recent Warming. Environmental Research Letters, 2, Article ID: 01402. https://doi.org/10.1088/1748-9326/2/1/014002
Hayelom, B., Chen, Y., Marsie, Z. and Negash, M. (2017) Temperature and Precipitation Trend Analysis over the Last 30 Years in Southern Tigray Regional. (February), 1-11. (Preprint) https://doi.org/10.20944/preprints201702.0014.v1
Fan, X. and Wang, M. (2011) Change Trends of Air Temperature and Precipitation over Shanxi Province, China. Theoretical and Applied Climatology, 103, 519-531. https://doi.org/10.1007/s00704-010-0319-2
Wu, Y., Wang, W. and Wang, G. (2016) Detecting Variation Trends of Temperature and Precipitation for the Dadu River Basin, China. Advances in Meteorology, 2016, Article ID: 2564586. https://doi.org/10.1155/2016/2564586
Sen, P.K. (1968) Estimates of the Regression Coefficient Based on Kendall’s Tau. Journal of the American Statistical Association, 63, 1379-1389. https://doi.org/10.2307/2285891
Gilbert, R.O. (1987) Statistical Methods for Environmental Pollution Monitoring. John Wiley & Sons, Hoboken.
Hollander, M., Wolfe, D.A. and Chicken, E. (2013) Nonparametric Statistical Methods. Vol. 751, John Wiley & Sons, Hoboken.
Adamgbe, E.M. and Ujoh, F. (2013) Effect of Variability in Rainfall Characteristics on Maize Yield in Gboko, Nigeria. Journal of Environmental Protection, 4, 881-887. https://doi.org/10.4236/jep.2013.49103
Case, M. (2006) Climate Change Impacts on East Africa. World Wide Fund for Nature, Gland.
Mubaya, C.P., Jalloh, A. and Mogaka, H. (2014) Review of Research and Policies for Climate Change Adaptation in Urban Areas in East Africa. Working Paper 102. https://doi.org/10.13140/RG.2.1.2009.0961
Liang, X.Z., Wu, Y., Chambers, R.G., Schmoldt, D.L., Gao, W., Liu, C. and Kennedy, J.A. (2017) Determining Climate Effects on US Total Agricultural Productivity. Proceedings of the National Academy of Sciences of the United States of America, 114, E2285-E2292. https://doi.org/10.1073/pnas.1615922114
Batho, P., Shaban, N. and Mwakaje, A. (2019) Impacts of Rainfall and Temperature Variation on Maize (Zea mays L.) Yields: A Case Study of Mbeya Region, Tanzania. Archives of Agriculture and Environmental Science, 4, 177-184. https://doi.org/10.26832/24566632.2019.040208