Decadal Variability of Rainfall in Senegal: Beyond the Total Seasonal Amount

Aïssatou Badji aLaboratoire de Physique de l’Atmosphère et de l’Océan-Siméon Fongang, École Supérieure Polytechnique, Université Cheikh Anta Diop, Dakar, Sénégal

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Elsa Mohino bDepartamento de Fı´sica de la Tierra y Astrofı´sica, Facultad de Ciencias Fı´sicas, Universidad Complutense de Madrid, Madrid, Spain

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Moussa Diakhaté aLaboratoire de Physique de l’Atmosphère et de l’Océan-Siméon Fongang, École Supérieure Polytechnique, Université Cheikh Anta Diop, Dakar, Sénégal
cÉcole Supérieure des Sciences et Techniques de l’Ingénieur, Université Amadou Mahtar Mbow de Diamniadio, Diamniadio, Sénégal

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Juliette Mignot dLaboratoire d’Océanographie et du Climat: Expérimentations et Approches Numériques, Institut Pierre Simon Laplace, SU/IRD/CNRS/MNHN, UMR 7159, Paris, France

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Amadou Thierno Gaye aLaboratoire de Physique de l’Atmosphère et de l’Océan-Siméon Fongang, École Supérieure Polytechnique, Université Cheikh Anta Diop, Dakar, Sénégal

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Abstract

Rainfall characteristics are crucial in monsoon regions, in particular for agriculture. Crop yields indeed depend on the rainfall seasonal amounts, but also on other rainfall characteristics such as the onset of the rainy season or the distribution of rainy days. In the Sahel region, while the average amount of seasonal rainfall has been shown to be marked by strong decadal variability, the modulation of rainfall characteristics has received less attention in the literature so far. In this study, we show that the frequency of light, heavy, and extreme rainfall events and the mean intensity of rainfall events in Senegal exhibit a marked decadal variability over the 1918–2000 period, strongly similar to that of the mean seasonal rainfall. The decadal modulations of these events show a strong and positive link with the Atlantic multidecadal variability (AMV). Indeed, positive sea surface temperature anomalies over the North Atlantic and Mediterranean related to a warm AMV phase are associated with negative sea level pressure anomalies over the northern Atlantic and a northward shift of the intertropical convergence zone. We also find that the onset and cessation dates as well as the length of the rainy season show relatively less decadal variability, which is more related to the interdecadal Pacific oscillation (IPO), a positive phase of the latter leading to a late onset, an early cessation, and an overall shorter rainy season in Senegal.

© 2022 American Meteorological Society. For information regarding reuse of this content and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Corresponding author: Aïssatou Badji, aissatou11.badji@ucad.edu.sn

Abstract

Rainfall characteristics are crucial in monsoon regions, in particular for agriculture. Crop yields indeed depend on the rainfall seasonal amounts, but also on other rainfall characteristics such as the onset of the rainy season or the distribution of rainy days. In the Sahel region, while the average amount of seasonal rainfall has been shown to be marked by strong decadal variability, the modulation of rainfall characteristics has received less attention in the literature so far. In this study, we show that the frequency of light, heavy, and extreme rainfall events and the mean intensity of rainfall events in Senegal exhibit a marked decadal variability over the 1918–2000 period, strongly similar to that of the mean seasonal rainfall. The decadal modulations of these events show a strong and positive link with the Atlantic multidecadal variability (AMV). Indeed, positive sea surface temperature anomalies over the North Atlantic and Mediterranean related to a warm AMV phase are associated with negative sea level pressure anomalies over the northern Atlantic and a northward shift of the intertropical convergence zone. We also find that the onset and cessation dates as well as the length of the rainy season show relatively less decadal variability, which is more related to the interdecadal Pacific oscillation (IPO), a positive phase of the latter leading to a late onset, an early cessation, and an overall shorter rainy season in Senegal.

© 2022 American Meteorological Society. For information regarding reuse of this content and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Corresponding author: Aïssatou Badji, aissatou11.badji@ucad.edu.sn
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  • Aguilar, E., and Coauthors, 2009: Changes in temperature and precipitation extremes in western central Africa, Guinea Conakry, and Zimbabwe, 1955–2006. J. Geophys. Res., 114, D02115, https://doi.org/10.1029/2008JD011010.

    • Search Google Scholar
    • Export Citation
  • Alexandersson, H., 1986: A homogeneity test applied to precipitation data. J. Climatol., 6, 661675, https://doi.org/10.1002/joc.3370060607.

    • Search Google Scholar
    • Export Citation
  • Allan, R., and T. Ansell, 2006: A new globally complete monthly historical gridded mean sea level pressure dataset (HadSLP2): 1850–2004. J. Climate, 19, 58165842, https://doi.org/10.1175/JCLI3937.1.

    • Search Google Scholar
    • Export Citation
  • Biasutti, M., 2013: Forced Sahel rainfall trends in the CMIP5 archive. J. Geophys. Res. Atmos., 118, 16131623, https://doi.org/10.1002/jgrd.50206.

    • Search Google Scholar
    • Export Citation
  • Biasutti, M., 2019: Rainfall trends in the African Sahel: Characteristics, processes, and causes. Wiley Interdiscip. Rev.: Climate Change, 10, e591, https://doi.org/10.1002/wcc.591.

    • Search Google Scholar
    • Export Citation
  • Biasutti, M., A. H. Sobel, and S. J. Camargo, 2009: The role of the Sahara low in summertime Sahel rainfall variability and change in the CMIP3 models. J. Climate, 22, 57555771, https://doi.org/10.1175/2009JCLI2969.1.

    • Search Google Scholar
    • Export Citation
  • Biasutti, M., and Coauthors, 2018: Global energetics and local physics as drivers of past, present and future monsoons. Nat. Geosci., 11, 392400, https://doi.org/10.1038/s41561-018-0137-1.

    • Search Google Scholar
    • Export Citation
  • Blanchet, J., C. Aly, T. Vischel, G. Panthou, Y. Sané, and M. Diop Kane, 2018: Trend in the co-occurrence of extreme daily rainfall in West Africa since 1950. J. Geophys. Res. Atmos., 123, 15361551, https://doi.org/10.1002/2017JD027219.

    • Search Google Scholar
    • Export Citation
  • Bombardi, R. J., V. Moron, and J. S. Goodnight, 2020: Detection, variability, and predictability of monsoon onset and withdrawal dates: A review. Int. J. Climatol., 40, 641667, https://doi.org/10.1002/joc.6264.

    • Search Google Scholar
    • Export Citation
  • Bonfils, C. J. W., B. D. Santer, J. C. Fyfe, K. Marvel, T. J. Phillips, and S. R. H. Zimmerman, 2020: Human influence on joint changes in temperature, rainfall and continental aridity. Nat. Climate Change, 10, 726731, https://doi.org/10.1038/s41558-020-0821-1.

    • Search Google Scholar
    • Export Citation
  • Diakhate, M., B. Rodriguez-Fonseca, I. Gomera, E. Mohino, A. L. Dieng, and A. T. Gaye, 2019: Oceanic forcing on interannual variability of Sahel heavy and moderate daily rainfall. J. Hydrometeor., 20, 14, https://doi.org/10.1175/JHM-D-18-0035.1.

    • Search Google Scholar
    • Export Citation
  • Dong, B., and A. Dai, 2015: The influence of the interdecadal Pacific oscillation on temperature and precipitation over the globe. Climate Dyn., 45, 26672681, https://doi.org/10.1007/s00382-015-2500-x.

    • Search Google Scholar
    • Export Citation
  • Dunning, C. M., E. C. L. Black, and R. P. Allan, 2016: The onset and cessation of seasonal rainfall over Africa. J. Geophys. Res. Atmos., 121, 11 40511 424, https://doi.org/10.1002/2016JD025428.

    • Search Google Scholar
    • Export Citation
  • Ebisuzaki, W., 1997: A method to estimate the statistical significance of a correlation when the data are serially correlated. J. Climate, 10, 21472153, https://doi.org/10.1175/1520-0442(1997)010<2147:AMTETS>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Fall, S., D. Niyogi, and F. H. M. Semazzi, 2006: Analysis of mean climate conditions in Senegal (1971–98). Earth Interact., 10, 140, https://doi.org/10.1175/EI158.1.

    • Search Google Scholar
    • Export Citation
  • Folland, C. K., T. N. Palmer, and D. E. Parker, 1986: Sahel rainfall and worldwide sea temperatures, 1901–85. Nature, 320, 602607, https://doi.org/10.1038/320602a0.

    • Search Google Scholar
    • Export Citation
  • Fontaine, B., and Coauthors, 2010: Impacts of warm and cold situations in the Mediterranean basins on the West African monsoon: Observed connection patterns (1979–2006) and climate simulations. Climate Dyn., 35, 95114, https://doi.org/10.1007/s00382-009-0599-3.

    • Search Google Scholar
    • Export Citation
  • Fontaine, B., P. A. Monerie, M. Gaetani, and P. Roucou, 2011: Climate adjustments over the African-Indian monsoon regions accompanying Mediterranean Sea thermal variability. J. Geophys. Res., 116, D23122, https://doi.org/10.1029/2011JD016273.

    • Search Google Scholar
    • Export Citation
  • Gaetani, M., B. Fontaine, P. Roucou, and M. Baldi, 2010: Influence of the Mediterranean Sea on the West African monsoon: Intraseasonal variability in numerical simulations. J. Geophys. Res., 115, D24115, https://doi.org/10.1029/2010JD014436.

    • Search Google Scholar
    • Export Citation
  • Giannini, A., and A. Kaplan, 2019: The role of aerosols and greenhouse gases in Sahel drought and recovery. Climatic Change, 152, 449466, https://doi.org/10.1007/s10584-018-2341-9.

    • Search Google Scholar
    • Export Citation
  • Giannini, A., R. Saravanan, and P. Chang, 2003: Oceanic forcing of Sahel rainfall on interannual to interdecadal time scales. Science, 302, 10271030, https://doi.org/10.1126/science.1089357.

    • Search Google Scholar
    • Export Citation
  • Giannini, A., M. Biasutti, I. M. Held, and A. H. Sobel, 2008: A global perspective on African climate. Climatic Change, 90, 359383, https://doi.org/10.1007/s10584-008-9396-y.

    • Search Google Scholar
    • Export Citation
  • Giannini, A., S. Salack, T. Lodoun, A. Ali, A. T. Gaye, and O. Ndiaye, 2013: A unifying view of climate change in the Sahel linking intra-seasonal, interannual and longer time scales. Environ. Res. Lett., 8, 024010, https://doi.org/10.1088/1748-9326/8/2/024010.

    • Search Google Scholar
    • Export Citation
  • González-Rouco, J. F., J. L. Jiménez, V. Quesada, and F. Valero, 2001: Quality control and homogeneity of precipitation data in the southwest of Europe. J. Climate, 14, 964978, https://doi.org/10.1175/1520-0442(2001)014<0964:QCAHOP>2.0.CO;2

    • Search Google Scholar
    • Export Citation
  • Harris, I., T. J. Osborn, P. Jones, and D. Lister, 2020: Version 4 of the CRU TS monthly high-resolution gridded multivariate climate dataset. Sci. Data, 7, 109, https://doi.org/10.1038/s41597-020-0453-3

    • Search Google Scholar
    • Export Citation
  • Hirasawa, H., P. J. Kushner, M. Sigmond, J. Fyfe, and C. Deser, 2020: Anthropogenic aerosols dominate forced multidecadal Sahel precipitation change through distinct atmospheric and oceanic drivers. J. Climate, 33, 10 18710 204, https://doi.org/10.1175/JCLI-D-19-0829.1.

    • Search Google Scholar
    • Export Citation
  • Hountondji, Y.-C., F. De Longueville, and P. Ozer, 2011: Trends in extreme rainfall events in Benin (West Africa), 19602000, https://orbi.uliege.be/handle/2268/96112.

  • Janicot, S., and Coauthors, 2011: Intraseasonal variability of the West African monsoon. Atmos. Sci. Lett., 12, 5866, https://doi.org/10.1002/asl.280.

    • Search Google Scholar
    • Export Citation
  • Kitoh, A., E. Mohino, Y. Ding, K. Rajendran, T. Ambrizzi, J. Marengo, and V. Magaña, 2020: Combined oceanic influences on continental climates. Interacting Climates of Ocean Basins. C. R. Mechoso, Ed. , Cambridge University Press, 216257, https://doi.org/10.1017/9781108610995.008.

  • Knight, J. R., C. K. Folland, and A. A. Scaife, 2006: Climate impacts of the Atlantic multidecadal oscillation. Geophys. Res. Lett., 33, L17706, https://doi.org/10.1029/2006GL026242.

    • Search Google Scholar
    • Export Citation
  • Lavaysse, C., C. Flamant, S. Janicot, D. J. Parker, J. P. Lafore, B. Sultan, and J. Pelon, 2009: Seasonal evolution of the West African heat low: A climatological perspective. Climate Dyn., 33, 313330, https://doi.org/10.1007/s00382-009-0553-4.

    • Search Google Scholar
    • Export Citation
  • Le Barbé, L., and T. Lebel, 1997: Rainfall climatology of the HAPEX-Sahel region during the years 1950–1990. J. Hydrol., 188–189, 4373, https://doi.org/10.1016/S0022-1694(96)03154-X

    • Search Google Scholar
    • Export Citation
  • Le Barbé, L., T. Lebel, and D. Tapsoba, 2002: Rainfall variability in West Africa during the years 1950–90. J. Climate, 15, 187202, https://doi.org/10.1175/1520-0442(2002)015<0187:RVIWAD>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Lebel, T., and A. Ali, 2009: Recent trends in the central and western Sahel rainfall regime (1990–2007). J. Hydrol., 375, 5264, https://doi.org/10.1016/j.jhydrol.2008.11.030

    • Search Google Scholar
    • Export Citation
  • Le Houerou, H., 1992: Relations entre la variabilité des précipitations et celle des productions primaire et secondaire en zone aride. 24 pp., https://www.documentation.ird.fr/hor/fdi:37358.

  • Liebmann, B., I. Bladé, G. N. Kiladis, L. M. V. Carvalho, G. B. Senay, D. Allured, S. Leroux, and C. Funk, 2012: Seasonality of African precipitation from 1996 to 2009. J. Climate, 25, 43044322, https://doi.org/10.1175/JCLI-D-11-00157.1.

    • Search Google Scholar
    • Export Citation
  • Lodoun, T., A. Giannini, P. S. Traoré, L. Somé, M. Sanon, M. Vaksmann, and J. M. Rasolodimby, 2013: Changes in seasonal descriptors of precipitation in Burkina Faso associated with late 20th century drought and recovery in West Africa. Environ. Dev., 5, 96108, https://doi.org/10.1016/j.envdev.2012.11.010.

    • Search Google Scholar
    • Export Citation
  • Longueville, F. D., Y. C. Hountondji, I. Kindo, F. Gemenne, and P. Ozer, 2016: Long-term analysis of rainfall and temperature data in Burkina Faso (1950–2013). Int. J. Climatol., 36, 13, https://doi.org/10.1002/joc.4640.

    • Search Google Scholar
    • Export Citation
  • Losada, T., B. Rodríguez-Fonseca, S. Janicot, S. Gervois, F. Chauvin, and P. Ruti, 2010: A multi-model approach to the Atlantic equatorial mode: Impact on the West African monsoon. Climate Dyn., 35, 2943, https://doi.org/10.1007/s00382-009-0625-5.

    • Search Google Scholar
    • Export Citation
  • Lu, J., and T. L. Delworth, 2005: Oceanic forcing of the late 20th century Sahel drought. Geophys. Res. Lett., 32, L22706, https://doi.org/10.1029/2005GL023316.

    • Search Google Scholar
    • Export Citation
  • Ly, M., S. B. Traore, A. Alhassane, and B. Sarr, 2013: Evolution of some observed climate extremes in the West African Sahel. Wea. Climate Extremes, 1, 1925, https://doi.org/10.1016/j.wace.2013.07.005.

    • Search Google Scholar
    • Export Citation
  • Maloney, E. D., and J. Shaman, 2008: Intraseasonal variability of the West African monsoon and Atlantic ITCZ. J. Climate, 21, 28982918, https://doi.org/10.1175/2007JCLI1999.1.

    • Search Google Scholar
    • Export Citation
  • Marteau, R., 2010: Cohérence Spatiale et previsibilité potentielle des descripteurs intrasaisonniers de la saison des pluies en Afrique Soudano-Sahélienne: Application à la culture du mil dans la région de Niamey. Ph.D. thesis, Université de Bourgogne, 242 pp.

  • Marteau, R., V. Moron, and N. Philippon, 2009: Spatial coherence of monsoon onset over western and central Sahel (1950–2000). J. Climate, 22, 13131324, https://doi.org/10.1175/2008JCLI2383.1.

    • Search Google Scholar
    • Export Citation
  • Martin, E. R., and C. D. Thorncroft, 2013: The impact of the AMO on the West African monsoon annual cycle. Quart. J. Roy. Meteor. Soc., 140, 3146, https://doi.org/10.1002/qj.2107.

    • Search Google Scholar
    • Export Citation
  • Marvel, K., M. Biasutti, and C. Bonfils, 2020: Fingerprints of external forcings on Sahel rainfall: Aerosols, greenhouse gases, and model–observation discrepancies. Environ. Res. Lett., 15, 084023, https://doi.org/10.1088/1748-9326/ab858e.

    • Search Google Scholar
    • Export Citation
  • Misra, A. N., and M. Misra, 1991: Physiological responses of pearl millet to agroclimatic conditions. Environmental Contamination and Hygiene. Jagmandir Books, 165175.

  • Mohino, E., S. Janicot, and J. Bader, 2011a: Sahel rainfall and decadal to multi-decadal sea surface temperature variability. Climate Dyn., 37, 419440, https://doi.org/10.1007/s00382-010-0867-2.

    • Search Google Scholar
    • Export Citation
  • Mohino, E., B. Rodríguez-Fonseca, T. Losada, S. Gervois, S. Janicot, J. Bader, P. Ruti, and F. Chauvin, 2011b: Changes in the interannual SST-forced signals on West African rainfall. AGCM intercomparison. Climate Dyn., 37, 17071725, https://doi.org/10.1007/s00382-011-1093-2.

    • Search Google Scholar
    • Export Citation
  • Monerie, P.-A., J. Robson, B. Dong, D. Hodson, and N. P. Klingaman, 2019: Effect of the Atlantic multidecadal variability on the global monsoon. Geophys. Res. Lett., 46, 17651775, https://doi.org/10.1029/2018GL080903.

    • Search Google Scholar
    • Export Citation
  • Monerie, P.-A., J. Robson, B. Dong, and D. Hodson, 2021: Role of the Atlantic multidecadal variability in modulating East Asian climate. Climate Dyn., 56, 381398, https://doi.org/10.1007/s00382-020-05477-y.

    • Search Google Scholar
    • Export Citation
  • Moron, V., A. W. Robertson, and M. N. Ward, 2006: Seasonal predictability and spatial coherence of rainfall characteristics in the tropical setting of Senegal. Mon. Wea. Rev., 134, 32483262, https://doi.org/10.1175/MWR3252.1.

    • Search Google Scholar
    • Export Citation
  • Nabat, P., S. Somot, M. Mallet, A. Sanchez-Lorenzo, and M. Wild, 2014: Contribution of anthropogenic sulfate aerosols to the changing Euro-Mediterranean climate since 1980. Geophys. Res. Lett., 41, 56055611, https://doi.org/10.1002/2014GL060798.

    • Search Google Scholar
    • Export Citation
  • New, M., and Coauthors, 2006: Evidence of trends in daily climate extremes over southern and West Africa. J. Geophys. Res., 111, D14102, https://doi.org/10.1029/2005JD006289.

    • Search Google Scholar
    • Export Citation
  • Nieto, R., L. Gimeno, and R. M. Trigo, 2006: A Lagrangian identification of major sources of Sahel moisture. Geophys. Res. Lett., 33, L18707, https://doi.org/10.1029/2006GL027232.

    • Search Google Scholar
    • Export Citation
  • North, G. R., T. L. Bell, R. F. Cahalan, and F. J. Moeng, 1982: Sampling errors in the estimation of empirical orthogonal functions. Mon. Wea. Rev., 110, 699706, https://doi.org/10.1175/1520-0493(1982)110<0699:SEITEO>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Oladipo, E. O., and J. D. Kyari, 1993: Fluctuations in the onset, termination and length of the growing season in northern Nigeria. Theor. Appl. Climatol., 47, 241250, https://doi.org/10.1007/BF00866245.

    • Search Google Scholar
    • Export Citation
  • Ozer, A., and P. Ozer, 2005: Désertification au Sahel: Crise climatique ou anthropique? Bull. Seances Acad. Roy. Sci. Outre Mer., 51, 395423, https://orbi.uliege.be/handle/2268/16053.

    • Search Google Scholar
    • Export Citation
  • Ozer, P., Y. C. Hountondji, and O. Laminou Manzo, 2009: Evolution des caractéristiques pluviométriques dans l’est du Niger de 1940 à 2007. Geo. Eco. Trop., 33, 1130, https://hdl.handle.net/2268/78267.

    • Search Google Scholar
    • Export Citation
  • Palmer, T. N., 1986: Influence of the Atlantic, Pacific and Indian Oceans on Sahel rainfall. Nature, 322, 251253, https://doi.org/10.1038/322251a0.

    • Search Google Scholar
    • Export Citation
  • Panthou, G. T., T. Vischel, T. Lebel, G. Quantin, F. Pugin, J. Blanchet, and A. Ali, 2013: From pointwise testing to a regional vision: An integrated statistical approach to detect nonstationarity in extreme daily rainfall. Application to the Sahelian region. J. Geophys. Res. Atmos., 118, 82228237, https://doi.org/10.1002/jgrd.50340.

    • Search Google Scholar
    • Export Citation
  • Panthou, G. T., T. Vischel, and T. Lebel, 2014: Recent trends in the regime of extreme rainfall in the central Sahel. Int. J. Climatol., 34, 9, https://doi.org/10.1002/joc.3984.

    • Search Google Scholar
    • Export Citation
  • Panthou, G. T., and Coauthors, 2018: Rainfall intensification in tropical semi-arid regions: The Sahelian case. Environ. Res. Lett., 13, 10, https://doi.org/10.1088/1748-9326/aac334.

    • Search Google Scholar
    • Export Citation
  • Park, J., J. Bader, and D. Matei, 2016: Anthropogenic Mediterranean warming essential driver for present and future Sahel rainfall. Nat. Climate Change, 6, 941945, https://doi.org/10.1038/nclimate3065.

    • Search Google Scholar
    • Export Citation
  • Peyrillé, P., J. P. Lafore, and J. L. Redelsperger, 2007: An idealized two-dimensional framework to study the West African monsoon. Part I: Validation and key controlling factors. J. Atmos. Sci., 64, 27652782, https://doi.org/10.1175/JAS3919.1.

    • Search Google Scholar
    • Export Citation
  • Raicich, F., N. Pinardi, and A. Navarra, 2003: Teleconnections between Indian monsoon and Sahel rainfall and the Mediterranean. Int. J. Climatol., 23, 173186, https://doi.org/10.1002/joc.862.

    • Search Google Scholar
    • Export Citation
  • Rayner, N. A. A., D. E. Parker, E. B. Horton, C. K. Folland, L. V. Alexander, D. P. Rowell, E. C. Kent, and A. Kaplan, 2003: Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century. J. Geophys. Res., 108, 4407, https://doi.org/10.1029/2002JD002670.

    • Search Google Scholar
    • Export Citation
  • Ribeiro, S., J. Caineta, and A. C. Costa, 2016: Review and discussion of homogenisation methods for climate data. Phys. Chem. Earth, 94, 167179, https://doi.org/10.1016/j.pce.2015.08.007.

    • Search Google Scholar
    • Export Citation
  • Rodríguez-Fonseca, B., and Coauthors, 2011: Interannual and decadal SST-forced responses of the West African monsoon. Atmos. Sci. Lett., 12, 6774, https://doi.org/10.1002/asl.308.

    • Search Google Scholar
    • Export Citation
  • Rodríguez-Fonseca, B., and Coauthors, 2015: Variability and predictability of West African droughts: A review on the role of sea surface temperature anomalies. J. Climate, 28, 40344060, https://doi.org/10.1175/JCLI-D-14-00130.1.

    • Search Google Scholar
    • Export Citation
  • Rohde, R. A., A. Muller, R. Jacobsen, E. Muller, and C. Wickham, 2013: A new estimate of the average Earth surface land temperature spanning 1753 to 2011. Geoinf. Geostat.: An Overview, 1, 1, https://doi.org/10.4172/2327-4581.1000101.

    • Search Google Scholar
    • Export Citation
  • Rowell, D. P., 2001: Teleconnections between the tropical Pacific and the Sahel. Quart. J. Roy. Meteor. Soc., 127, 16831706, https://doi.org/10.1002/qj.49712757512.

    • Search Google Scholar
    • Export Citation
  • Rowell, D. P., 2003: The impact of Mediterranean SSTs on the Sahelian rainfall season. J. Climate, 16, 849862, https://doi.org/10.1175/1520-0442(2003)016<0849:TIOMSO>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Rowell, D. P., C. K. Folland, K. Maskell, J. A. Owen, and M. N. Ward, 1992: Modelling the influence of global sea surface temperatures on the variability and predictability of seasonal Sahel rainfall. Geophys. Res. Lett., 19, 905908, https://doi.org/10.1029/92GL00939.

    • Search Google Scholar
    • Export Citation
  • Rowell, D. P., C. K. Folland, K. Maskell, and M. N. Ward, 1995: Variability of summer rainfall over tropical North Africa (1906–92): Observations and modelling. Quart. J. Roy. Meteor. Soc., 121, 669704, https://doi.org/10.1002/qj.49712152311.

    • Search Google Scholar
    • Export Citation
  • Ruprich-Robert, Y., R. Msadek, F. Castruccio, S. Yeager, T. Delworth, and G. Danabasoglu, 2017: Assessing the climate impacts of the observed Atlantic multidecadal variability using the GFDL CM2.1 and NCAR CESM1 global coupled models. J. Climate, 30, 27852810, https://doi.org/10.1175/JCLI-D-16-0127.1.

    • Search Google Scholar
    • Export Citation
  • Ruprich-Robert, Y., T. Delworth, R. Msadek, F. Castruccio, S. Yeager, and G. Danabasoglu, 2018: Impacts of the Atlantic multidecadal variability on North American summer climate and heat waves. J. Climate, 31, 36793700, https://doi.org/10.1175/JCLI-D-17-0270.1.

    • Search Google Scholar
    • Export Citation
  • Salack, S., B. Muller, and A. T. Gaye, 2011: Rain-based factors of high agricultural impacts over Senegal. Part I: Integration of local to sub-regional trends and variability. Theor. Appl. Climatol., 106, 122, https://doi.org/10.1007/s00704-011-0414-z.

    • Search Google Scholar
    • Export Citation
  • Salack, S., A. Giannini, M. Diakhate, A. T. Gaye, and B. Muller, 2014: Oceanic influence on the sub-seasonal to interannual timing and frequency of extreme dry spells over the West African Sahel. Climate Dyn., 42, 189201, https://doi.org/10.1007/s00382-013-1673-4.

    • Search Google Scholar
    • Export Citation
  • Sanogo, S., A. H. Fink, J. A. Omotosho, A. Ba, R. Redl, and V. Ermert, 2015: Spatio-temporal characteristics of the recent rainfall recovery in West Africa. Int. J. Climatol., 35, 45894605, https://doi.org/10.1002/joc.4309.

    • Search Google Scholar
    • Export Citation
  • Sarr, B., 2011: Return of heavy downpours and floods in a context of changing climate. AGRHYMET Mon. Bull., 911.

  • Sarr, M. A., P. Gachon, O. Seidou, C. R. Bryant, J. A. Ndione, and J. Comby, 2015: Inconsistent linear trends in Senegalese rainfall indices from 1950 to 2007. Hydrol. Sci. J., 60, 15381549, https://doi.org/10.1080/02626667.2014.926364.

    • Search Google Scholar
    • Export Citation
  • Schneider, T., T. Bischoff, and G. H. Haug, 2014: Migrations and dynamics of the intertropical convergence zone. Nature, 513, 4553, https://doi.org/10.1038/nature13636.

    • Search Google Scholar
    • Export Citation
  • Shekhar, R., and W. R. Boos, 2017: Weakening and shifting of the Saharan shallow meridional circulation during wet years of the West African monsoon. J. Climate, 30, 73997422, https://doi.org/10.1175/JCLI-D-16-0696.1.

    • Search Google Scholar
    • Export Citation
  • Sillmann, J., V. V. Kharin, X. Zhang, F. W. Zwiers, and D. Bronaugh, 2013: Climate extremes indices in the CMIP5 multimodel ensemble: Part 1. Model evaluation in the present climate. J. Geophys. Res. Atmos., 118, 17161733, https://doi.org/10.1002/jgrd.50203.

    • Search Google Scholar
    • Export Citation
  • Sivakumar, M. V. K., 1988: Predicting rainy season potential from the onset of rains in southern Sahelian and Sudanian climatic zones of West Africa. Agric. For. Meteor., 42, 295305, https://doi.org/10.1016/0168-1923(88)90039-1.

    • Search Google Scholar
    • Export Citation
  • Sivakumar, M. V. K., 1992: Empirical analysis of dry spells for agricultural applications in West Africa. J. Climate, 5, 532539, https://doi.org/10.1175/1520-0442(1992)005<0532:EAODSF>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Sultan, B., S. Janicot, and A. Diedhiou, 2003: The West African monsoon dynamics. Part I: Documentation of intraseasonal variability. J. Climate, 16, 33893406, https://doi.org/10.1175/1520-0442(2003)016<3389:TWAMDP>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Sultan, B., C. Baron, M. Dingkuhn, B. Sarr, and S. Janicot, 2005: Agricultural impacts of large-scale variability of the West African monsoon. Agric. For. Meteor., 128, 93110, https://doi.org/10.1016/j.agrformet.2004.08.005.

    • Search Google Scholar
    • Export Citation
  • Sutton, R. T., and D. L. Hodson, 2005: Atlantic Ocean forcing of North American and European summer climate. Science, 309, 115118, https://doi.org/10.1126/science.1109496.

    • Search Google Scholar
    • Export Citation
  • Taylor, C. M., and Coauthors, 2017: Frequency of extreme Sahelian storms tripled since 1982 in satellite observations. Nature, 544, 475478, https://doi.org/10.1038/nature22069.

    • Search Google Scholar
    • Export Citation
  • Taylor, M. H., M. Losch, M. Wenzel, and J. Schröter, 2013: On the sensitivity of field reconstruction and prediction using empirical orthogonal functions derived from gappy data. J. Climate, 26, 91949205, https://doi.org/10.1175/JCLI-D-13-00089.1.

    • Search Google Scholar
    • Export Citation
  • Ting, M., Y. Kushnir, R. Seager, and C. Li, 2009: Forced and internal twentieth-century SST trends in the North Atlantic. J. Climate, 22, 14691481, https://doi.org/10.1175/2008JCLI2561.1.

    • Search Google Scholar
    • Export Citation
  • Wade, M., J. Mignot, A. Lazar, A. T. Gaye, and M. Carré, 2015: On the spatial coherence of rainfall over the Saloum delta (Senegal) from seasonal to decadal time scales. Front. Earth Sci., 3, 30, https://doi.org/10.3389/feart.2015.00030.

    • Search Google Scholar
    • Export Citation
  • Wang, B., and Coauthors, 2021: Monsoons climate change assessment. Bull. Amer. Meteor. Soc., 102, E1E19, https://doi.org/10.1175/BAMS-D-19-0335.1.

    • Search Google Scholar
    • Export Citation
  • Ward, M. N., 1998: Diagnosis and short-lead time prediction of summer rainfall in tropical North Africa at interannual and multidecadal timescales. J. Climate, 11, 31673191, https://doi.org/10.1175/1520-0442(1998)011<3167:DASLTP>2.0.CO;2.

    • Search Google Scholar
    • Export Citation
  • Zhang, R., and T. L. Delworth, 2006: Impact of Atlantic multidecadal oscillations on India/Sahel rainfall and Atlantic hurricanes. Geophys. Res. Lett., 33, L17712, https://doi.org/10.1029/2006GL026267.

    • Search Google Scholar
    • Export Citation
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