Abstract
This article statistically evaluates the extent of climate change and variability in the Sahelian countries since 1901. We perform a statistical analysis based on a linear regression model estimated by ordinary least squares (OLS) and on a structural change model estimated at two different scales (countries and agroecological zones) for temperature and precipitation. CRU is the main source of our data but obtained through two different websites. The first database from the World Bank provides temperature and precipitation data from 1901 to 2012 and are provided at the country level. The analysis of agroecological zones is based on an original database from 1901 to 2016 constructed with data available on the website of the Royal Netherlands Institute of Meteorology. The results suggest that climate change has indeed started in all the countries of the Sahel with 1980 being a turning point of global warming. They also suggest that agroecological zones are experiencing climate change and variability, with turning points in 1940 and 1980. Desert and arid areas have experienced a large number of breaks from 1901 to 2016 while in Nigeria, wetlands and non-desert areas experienced several breaks.
Similar content being viewed by others
Notes
Deleted for blind review.
The agricultural sector employs about 80% of the Sahelian population and is the main source of consumption and income of Sahelian households. Agricultural activities account for between 60 and 100% of the income of the poorest African households (Davis et al. 2008).
References
Adeniyi MO (2016) The consequences of the IPCC AR5 RCPs 4.5 and 8.5 climate change scenarios on precipitation in West Africa. Clim Chang 139(2):245–263
Ali A, Lebel T (2009) The Sahelian standardized rainfall index revisited. Int J Climatol:29
Auffhammer M (2018) Quantifying economic damages from climate change. J Econ Perspect. American Economic Association 32(4):33–52
Bai J, Perron P (1998) Estimating and testing linear models with multiple structural changes. Econometrica 66:47–78
Bai J, Perron P (2003) Computation and analysis of multiple structural change models. J Appl Econom 18:1–22
Bingham NH, Fry JM (2010) Regression: linear models in statistics. Springer Undergraduate Mathematics Series & Springer, London
Brown ME, Funk C, Pedreros D, Korecha D, Lemma M, Rowland J, Verdin J (2017) A climate trend analysis of Ethiopia: examining subseasonal climate impacts on crops and pasture conditions. Clim Change 142(1-2):169–182
CILSS (2010) Le Sahel face au changement climatique, Enjeux pour un développement durable. Bulletin mensuel du Centre régional AGRHYMET. N∘ spé,cial. 2010. 43 p
Davis B, Winters P, Carletto G, Covarrubias K, Quinones E, Zezza A, Stamoulis K, Bonomi G, DiGiuseppe S (2008) Rural income generating activities; a cross country comparison,Working Paper 07-16.Washington. DC: World Bank
Dittrich R, Wreford A, Butler A, Moran D (2016) The impact of flood action groups on the uptake of flood management measures. Clim Change 138(3-4):471–489
Fahrmeir L, Kneib T, Lang S, Marx B (2013) Regression: models, methods and applications. Springer Science & Business Media
Ford JD, Pearce T, McDowell G, Berrang-Ford L, Sayles JS, Belfer E (2018) Vulnerability and its discontents: the past, present, and future of climate change vulnerability research. Climatic Change
Gan TY, Ito M, Hülsmann S, Qin X, Lu XX, Liong SY, Rutschman P, Disse M, Koivusalo H (2016) Possible climate change/variability and human impacts, vulnerability of drought-prone regions, water resources and capacity building for Africa. Hydrological Sciences Journal 61(7):1209–1226
Gbangou T, Sylla MB, Jimoh OD, Okhimamhe AA (2018) Assessment of projected agro-climatic indices over Awun river basin, Nigeria for the late twenty-first century. Climatic Change
Gizaw MS, Biftu GF, Gan TY, Moges SA, Koivusalo H (2017) Potential impact of climate change on streamflow of major Ethiopian rivers. Clim Change 143 (3-4):371–383
Harris I, Jones PD, Osborn TJ, Lister DH (2014) Updated high-resolution grids of monthly climatic observations – the CRU TS3.10 Dataset. Int J Climatol 34 (3):623–642
Hulme M, Doherty RM, Ngara TNM, New M, Lister D (2001) African Climate Change: 1900-2100. Clim Res 17:145–168
IPCC (2013) Climate change 2013: the physical science basis. Contribution of working group I to the fifth assessment report of the intergovernmental panel on climate change. In: Stocker TF, Qin D, Plattner G-K, Tignor M, Allen S K, Boschung J, Nauels A, Xia Y, Bex V, Midgley P M (eds). Cambridge University Press, Cambridge and New York, p 1535
Kassas M (2008) Aridity, drought and desertification. Chapter 7: 95–110. Arab environment: future challenges
Lebel T, Ali A (2009) Recent trends in the Central and Western Sahel rainfall regime (1990-2007). J Hydrol:375
Lebel T, Cappelaere B, Galle S, Hanan N, Kergoat L, Levis S, Vieux B, Descroix L, Gosset M, Mougin E, Peugeot C, Seguis L (2009) AMMA-CATCH studies in the Sahelian region of West-Africa: an overview. J Hydrol 375:3–13
L’Hôte Y, Mahé G, Some B, Triboulet JP (2002) Analysis of a Sahelian annual rainfall index from 1896 to 2000 ; the drought continues. Hydrol Sci J:47
Lumbroso DM, Woolhouse G, Jones L (2015) A review of the consideration of climate change in the planning of hydropower schemes in sub-Saharan Africa. Clim Change 133(4):621–633
Maharana P, Abdel-Lathif AY, Pattnayak KC (2018) Observed climate variability over Chad using multiple observational and reanalysis datasets. Global Planet Change 162:252–265
Mahé G, L’Hôte Y, Olivry JC, Wotling G (2001) Trends and discontinuities in regional rainfall of West and Central Africa: 1951-1989. Hydrol Sci J 46:211–226
Masih I, Maskey S, Mussá FEF, Trambauer P (2014) A review of droughts on the African continent: a geospatial and long-term perspective. Hydrol Earth Syst Sci 18:3635–3649
Nicholson SE (2013) The West African Sahel: a review of recent studies on the rainfall regime and its interannual variability. International Scholarly Research Notices 2013
Nicholson SE, Kim J (1997) The relationship of the el niño - southern oscillation to african rainfall. Int J Climatol 17:117–135
Nicholson SE, Some B, Kone B (2000) An analysis of recent rainfall conditions in west africa, including the rainy reasons of the 1997 el niñ,o and the 1998 la niña years. J Clim 13:2628–2640
Norrgȧrd S (2014) Practising historical climatology in West Africa: a climatic periodisation 1750-1800. Clim Change 129(1-2):131–143
Olsson L, Eklundh L, Ardau J (2005) A recent greening of the Sahel - trends, patterns and potential causes. J Arid Environ 63:556–566
Ozer P, Erpicum M, Demarée G, Vandiepenbeeck M (2003) The Sahelian drought may have ended during the 1990s. Hydrological Sciences
Ozer P, Hountondji Y, Niang AJ, Karimoune S, Laminou Manzo O, Salmon M (2010) Désertification au Sahel: Historique et perspectives, Bulletin de la Socié,té Géographique de Liège 54
Rajaud A, Noblet-Ducoudré Nde (2017) Tropical semi-arid regions expanding over temperate latitudes under climate change. Clim Change 144(4):703–719
Sissoko K, Hv Keulen, Verhagen J, Tekken V, Battaglini A (2011) Agriculture, livelihoods and climate change in the West African Sahel. Reg Environ Change 11:119–125
Smith KR, Woodward A, Campbell-Lendrum D, Chadee DD, Honda Y, Liu Q, Olwoch JM, Revich B, Sauerborn R (2014) IPCC 2014 WGII Chapter 11 Human health: impacts, adaptation, and co-benefits. In: Climate change 2014: impacts, adaptation, and vulnerability. Part A: global and sectoral aspects. Contribution of working group ii to the fifth assessment report of the intergovernmental panel on climate change. Cambridge University Press. Cambridge. United Kingdom and New York. NY. USA. pp 709–754
Sylla MB, Faye A, Klutse NAB, Dimobe K (2018) Projected increased risk of water deficit over major West African river basins under future climates. Climatic Change
Tierney JE, Ummenhofer CC, deMenocal PB (2015) Past and future rainfall in Horn of Africa. Sci Adv 1, American Association for the Advancement of Science
Wagena MB, Sommerlot A, Abiy AZ, Collick AS, Langan S, Fuka DR, Easton ZM (2016) Climate change in the Blue Nile Basin Ethiopia: implications for water resources and sediment transport. Clim Change 139(2):229–243
Acknowledgments
The author would like to thank Julie Le Gallo for her availability and comments. Thanks also go to Annabelle Larmure, Elsa Martin, Raja Chakir and Pierre Camberlin for the exchanges and discussions around this article.
In addition, the author would like to thank the editor and the anonymous referees for their comments on the manuscript.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Yobom, O. Climate change and variability: empirical evidence for countries and agroecological zones of the Sahel. Climatic Change 159, 365–384 (2020). https://doi.org/10.1007/s10584-019-02606-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10584-019-02606-3