Skip to main content

Advertisement

Log in

West African monsoon decadal variability and surface-related forcings: second West African Monsoon Modeling and Evaluation Project Experiment (WAMME II)

  • Published:
Climate Dynamics Aims and scope Submit manuscript

Abstract

The second West African Monsoon Modeling and Evaluation Project Experiment (WAMME II) is designed to improve understanding of the possible roles and feedbacks of sea surface temperature (SST), land use land cover change (LULCC), and aerosols forcings in the Sahel climate system at seasonal to decadal scales. The project’s strategy is to apply prescribed observationally based anomaly forcing, i.e., “idealized but realistic” forcing, in simulations by climate models. The goal is to assess these forcings’ effects in producing/amplifying seasonal and decadal climate variability in the Sahel between the 1950s and the 1980s, which is selected to characterize the great drought period of the last century. This is the first multi-model experiment specifically designed to simultaneously evaluate such relative contributions. The WAMME II models have consistently demonstrated that SST forcing is a major contributor to the twentieth century Sahel drought. Under the influence of the maximum possible SST forcing, the ensemble mean of WAMME II models can produce up to 60 % of the precipitation difference during the period. The present paper also addresses the role of SSTs in triggering and maintaining the Sahel drought. In this regard, the consensus of WAMME II models is that both Indian and Pacific Ocean SSTs greatly contributed to the drought, with the former producing an anomalous displacement of the Intertropical Convergence Zone before the WAM onset, and the latter mainly contributes to the summer WAM drought. The WAMME II models also show that the impact of LULCC forcing on the Sahel climate system is weaker than that of SST forcing, but still of first order magnitude. According to the results, under LULCC forcing the ensemble mean of WAMME II models can produces about 40 % of the precipitation difference between the 1980s and the 1950s. The role of land surface processes in responding to and amplifying the drought is also identified. The results suggest that catastrophic consequences are likely to occur in the regional Sahel climate when SST anomalies in individual ocean basins and in land conditions combine synergistically to favor drought.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14

Similar content being viewed by others

Notes

  1. For convenience, when we use the word “oceans” in this paper the Mediterranean Sea will be included.

References

  • Ackerley D, Booth B, Knight SHE, Highwood EJ, Frame DJ, Allen MR, Rowell DP (2011) Sensitivity of twentieth-century Sahel rainfall to sulfate aerosol and CO2 forcing. J. Clim 24:4999–5014

    Article  Google Scholar 

  • Anyamb A, Tucker CJ (2005) Analysis of Sahelian vegetation dynamics using NOAA-AVHRR NDVI data from 1981–2003. J Arid Environ 63:596–614

    Article  Google Scholar 

  • Bader J, Latif M (2011) The 1983 drought in the West Sahel: a case study. Clim Dyn 36:463–472

    Article  Google Scholar 

  • Biasutti M, Held IM, Sobel AH, Giannini A (2008) SST forcings and Sahel rainfall variability in simulations of the twentieth and twenty-first centuries. J Clim 21:3471–3486

    Article  Google Scholar 

  • Biasutti M, Sobel AH, Camargo SJ (2009) Role of the Sahara low in summertime Sahel rainfall variability in the CMIP3 models. J Clim 22:5755–5771

    Article  Google Scholar 

  • Boone A, Poccard-Leclerq I, Xue Y, Feng J, De Rosnay P (2010) Evaluation of the WAMME model surface fluxes using results from the AMMA land-surface model intercomparison project. In: Special issue “West African Monsoon and its Modeling,” Clim Dyn 35:127–142. doi:10.1007/s00382-009-0653-1

  • Boone A, Xue Y, De Sales F, Comer R, Hagos SM, Mahanama S, Schiro K, Song G, Wang G, Li S, Mechoso CR (2015) The regional impact of land-use land-cover change (LULCC) over West Africa from an ensemble of global climate models under the auspices of the WAMME2 project. Clim Dyn. In this Special Issue, under revision

  • Booth BB, Dunstone NJ, Halloran PR, Andrews T, Bellouin N (2012) Aerosols implicated as a prime driver of twentieth-century North Atlantic climate variability. Nature 484:228–232

    Article  Google Scholar 

  • Caminade C, Terray L (2010) Twentieth century Sahel rainfall variability as simulated by the ARPEGE AGCM, and future changes. Clim Dyn 35(1):75–94. doi:10.1007/s00382-009-0545-4

    Article  Google Scholar 

  • Carton JA, Cao X, Giese BS, Da Silva AM (1996) Decadal and interannual SST variability in the tropical Atlantic. Ocean J Phys Oceanogr 26:1165–1175

    Article  Google Scholar 

  • Chen M, Xie P, Janowiak JE, Arkin PA (2002) Global land precipitation: a 50-yr monthly analysis based on gauge observations. J Hydrom 3:249–266

    Article  Google Scholar 

  • Chin M, Rood RB, Lin SJ, Muller JF, Thompson AM (2000) Atmospheric sulfur cycle simulated in the global model GOCART: model description and global properties. J Geophys Res 105:24671–24687

    Article  Google Scholar 

  • Chin M, Ginoux P, Kinne S, Torres O, Holben BN, Duncan BN, Martin RV, Logan JA, Higurashi A, Nakajima T (2002) Tropospheric aerosol optical thickness from the GOCART model and comparisons with satellite and sun photometer measurements. J Atmos Sci 59:461–483

    Article  Google Scholar 

  • Chin M, Diehl T, Tan Q, Prospero JM, Kahn RA, Remer LA, Yu H, Sayer AM, Bian H, Geogdzhayev IV, Holben BN, Howell SG, Huebert BJ, Hsu NC, Kim D, Kucsera TL, Levy RC, Mishchenko MI, Pan X, Quinn PK, Schuster GL, Streets DG, Strode SA, Torres O, Zhao XP (2014) Multi-decadal variations of atmospheric aerosols from 1980 to 2009: a perspective from observations and a global model. Atmos Chem Phys 14:3657–3690

    Article  Google Scholar 

  • Cook KH (1999) Generation of the African Easterly Jet and its role in determining West African precipitation. J Clim 12:1165–1184

    Article  Google Scholar 

  • Cox PM, Betts RA, Jones CD, Spall SA, Totterdell IJ (2001) Modeling vegetation and the carbon cycle as interactive elements of the climate system. In: Pearce R (ed) Meteorology at the Millenium

  • Dardel C, Kergoat L, Hiernaux P, Mougin E, Grippa M, Tucker CJ (2014) Re-greening Sahel: 30 years of remote sensing data and field observations (Mali, Niger). Remote Sens Environ 140:350–364

    Article  Google Scholar 

  • De Sales, F. Y. Xue, G. Okin (2015) Impact of burned area on the northern African seasonal climate from the perspective of regional modelling. Clim Dyn, this special issue. doi:10.1007/s00382-015-2522-4. http://link.springer.com/article

  • Dieppois B, Diedhiou A, Durand A, Fournier M, Massei N, Sebag D, Xue Y, Fontaine B (2013) Quasi-decadal signals of Sahel rainfall and West African monsoon since the mid-twentieth century. J Geophys Res Atmos. doi:10.1002/2013JD019681

    Google Scholar 

  • Druyan LM, Feng J, Cook KH, Xue Y, Fulakeza M, Hagos SM, Konare A, Moufouma-Okia W, Rowell DP, Vizy EK, Ibrah SS (2010) The WAMME regional model intercomparison study. In: Special issue “West African Monsoon and its Modeling”, Clim Dyn 35:175–192. doi:10.1007/s00382-009-0676-7

  • Evan AT, Flament C, Lavaysse C, Kosha C, Saci A (2015) Water vapor-forced greenhouse warming over the Sahara Desert and the recent recovery from the Sahelian drought. J Clim 28:108–123

    Article  Google Scholar 

  • Folland C, Owen J, Ward MN, Colman A (1991) Prediction of seasonal rainfall in the Sahel region using empirical and dynamical methods. J Forecast 1:21–56

    Article  Google Scholar 

  • Fontaine B, Janicot S (1996) Sea surface temperature fields associated with West African rainfall anomaly types. J Clim 9:2935–2940

    Article  Google Scholar 

  • Fontaine B, Roucou P, Sivarajan S, Gervois S, Chauvin F, Rodriguez de Fonseca MB, Ruti P, Janicot S (2010) Impacts of Warm and Cold situations in the Mediterranean Basins on the West African monsoon: observed connection patterns (1979–2006) and climate simulations. Clim Dyn 35:95–114. doi:10.1007/s00382-009-0599-3

    Article  Google Scholar 

  • Giannini A, Saravanan R, Chang P (2003) Oceanic forcing of Sahel rainfall on interannual to interdecadal time scales. Science 302:1027–1030

    Article  Google Scholar 

  • Goldewijk KK (2001) Estimating global land use change over the past 300 years: the HYDE database. Global Biogeochem Cycles 15:417–433

    Article  Google Scholar 

  • Govaerts YM, Lattanzio A (2008) Estimation of surface albedo increase during the eighties Sahel drought from Meteosat observations. Global Planet Change 64:139–145. doi:10.1016/j.gloplacha.2008.04.004

    Article  Google Scholar 

  • Gu Y, Xue Y, De Sales F, Liou KN (2015) A gcm investigation of dust aerosol impact on regional climate of North Africa and South/East Asia. Clim Dyn, in this Special Issue. http://link.springer.com/article/10.1007/s00382-015-2706-y

  • Hagos SM, Cook KH (2008) Ocean warming and late-twentieth-century Sahel drought and recovery. J Clim 21:3797–3814

    Article  Google Scholar 

  • Hagos S, Leung LR, Xue Y, Boone A, De Sales F, Neupane N, Huang M, Yoon JH (2014) Assessment of uncertainties in the response of the African Monsoon precipitation to land use change simulated by a regional model. Clim Dyn 43:2765–2775. doi:10.1007/s00382-014-2092-x

    Article  Google Scholar 

  • Hastenrath S, Polzin D (2010) Long-term variations of circulation in the tropical Atlantic sector and Sahel rainfall. Int J Climatol 31(5):649–655. doi:10.1002/joc.2116

    Article  Google Scholar 

  • Herrmanna SM, Anyambab A, Tucker CJ (2005) Recent trends in vegetation dynamics in the African Sahel and their relationship to climate. Glob Environ Change 15:394–404

    Article  Google Scholar 

  • Hiernaux P, Diarra L, Trichon V, Mougin E, Soumaguel N, Baup F (2009) Woody plant population dynamics in response to climate changes from 1984 to 2006 in Sahel (Gourma, Mali). J Hydrol 375(1–2):103–113

    Article  Google Scholar 

  • Hoerling M, Hurrell J, Eischeid J, Phillips A (2006) Detection and attribution of twentieth-century northern and southern African rainfall change. J Clim 19:3989–4008

    Article  Google Scholar 

  • Hoerling M, Eisheid J, Perlwitz J (2010) Regional precipitation trends: distinguishing natural variability from anthropogenic forcing. J Clim 23:2131–2145

    Article  Google Scholar 

  • Horel JD, Kousky VE, Kagano MT (1986) Atmospheric conditions in the Atlantic sector during 1983 and 1984. Nature 322(6076):248–251

    Article  Google Scholar 

  • Hourdin F, Musat I, Grandpeix J-Y, Polcher J, Guichard F, Favot F, Marquet P, Boone A, Lafore J-P, Redelsperger J-L, Ruti PM, Dell’aquila A, Filiberti MA, Pham M, Doval TL, Traore AK, Gallée H (2010) AMMA-model intercomparison project. Bull Am Meteorol Soc 91:95–104. doi:10.1175/2009BAMS2791.1

    Article  Google Scholar 

  • http://journals.ametsoc.org/doi/pdf/10.1175/JCLI-D-12-00819.1

  • Hurtt GC, Frolking S, Fearon MG, Moore B, Shevliakova E, Malyshev S, Pacala SW, Houghton RA (2006) The underpinnings of land-use history: three centuries of global gridded land-use transitions, wood harvest activity, and resulting secondary lands. Global Change Biol 12:1208–1229

    Article  Google Scholar 

  • Hurtt GC, Chini LP, Frolking S, Betts R, Feddema J, Fischer G, Fisk JP, Hibbard K, Houghton RA, Janetos A, Jones C, Kindermann G, Kinoshita T, Klein Goldewijk K, Riahi K, Shevliakova E, Smith S, Stehfest E, Thomson A, Thornton P, van Vuuren DP, Wang Y (2011) Harmonization of land-use scenarios for the period 1500–2100: 600 years of global gridded annual land-use transitions, wood harvest, and resulting secondary lands. Clim Change 109:117–161. doi:10.1007/s10584-011-0153-2

    Article  Google Scholar 

  • Janicot S, Harzallah A, Fontaine B, Moron V (1998) West African Monsoon dynamics and eastern equatorial Atlantic and Pacific SST anomalies (1970–88). J Clim 11:184–1882

    Article  Google Scholar 

  • Jarlan L, Tourre YM, Mougin E, Philippon N, Massega P (2005) Dominant patterns of AVHRR NDVI interannual variability over the Sahel and linkages with key climate signals (1982–2003). Geophys Res Lett 32:L04701. doi:10.1029/2004GL021841

    Article  Google Scholar 

  • Joly M, Voldoire A, Douville H, Terray P, Royer JF (2007) African monsoon teleconnections with tropical SSTs: validation and evolution in a set of IPCC4 simulations. Clim Dyn. doi:10.1007/s00382-006-0215-8

  • Kanamitsu M, Ebisuzaki W, Woollen J, Yang SK, Hnilo JJ, Fiorino M, Potter GL (2002a) NCEP–DOE AMIP-II Reanalysis (R-2). Bull Am Meteorol Soc 83:1631–1643

    Article  Google Scholar 

  • Kanamitsu M, Kumar A, Juang HMH, Wang W, Yang F, Schemm J, Hong SY, Peng P, Chen W, Ji M (2002b) NCEP dynamical seasonal forecast system 2000. Bull Am Meteorol Soc 83:1019–1037

    Article  Google Scholar 

  • Kim KM, Lai WKM, Sud YC, Walker GK (2010) Influence of aerosol-radiative forcings on the diurnal and seasonal cycles of rainfall over West Africa and Eastern Atlantic Ocean using GCM simulations. Clim Dyn 35:115–126

    Article  Google Scholar 

  • Knight JR, Folland CK, Scaife AA (2006) Climate impacts of the Atlantic multidecadal oscillation. Geophys Res Lett. doi:10.1029/2006GL026242

    Google Scholar 

  • Koster R, Suarez MJ, Ducharne A, Kumar P, Stieglitz M (2000) A catchment based approach to modeling land surface processes in a GCM—Part 1: model structure. J Geophys Res 105:809–822

    Article  Google Scholar 

  • Koster RD, Dirmeyer PA, Guo Z, Bonan G, Chan E, Cox P, Gordon CT, Kanae S, Kowalczyk E, Lawrence D, Liu P, Lu CH, Malyshev S, McAvaney B, Mitchell K, Mocko D, Oki T, Oleson K, Pitman A, Sud YC, Taylor CM, Verseghy D, Vasic R, Xue Y, Yamada T (2004) Regions of strong coupling between soil moisture and precipitation. Science 305:1138–1140

    Article  Google Scholar 

  • Kucharski F, Zeng N, Kalnay E (2013) A further assessment of vegetation feedback on decadal Sahel rainfall variability. Clim Dyn 40:1453–1466. doi:10.1007/s00382-012-1397-x

    Article  Google Scholar 

  • Lamb PJ (1978) Large-scale tropical Atlantic surface circulation patterns associated with sub-Saharan weather anomalies. Tellus 30:240–251

    Article  Google Scholar 

  • Lau KM, Shen SSP, Kim KM, Wang H (2006) A multimodel study of the twentieth-century simulations of Sahel drought from the 1970s to 1990s. J Geophys Res 111:D07111. doi:10.1029/2005JD006281

    Google Scholar 

  • Lavaysse C, Flamant C, Janicot S, Parker DJ, Lafore JP, Sultan B, Pelon J (2009) Seasonal evolution of the West African heat low: a climatological perspective. Clim Dyn 33:313–330

    Article  Google Scholar 

  • Le Barbé L, Lebel T, Tapsoba D (2002) Rainfall variability in West Africa during the years 1950–90. J Clim 15:187–202

    Article  Google Scholar 

  • Lebel T, Ali A (2009) Recent trends in the Central and Western Sahel rainfall regime 1990–2007. J Hydrol 375:52–64

    Article  Google Scholar 

  • Losada T, Rodríguez-Fonseca S, Janicot S, Gervois S, Chauvin F, Ruti P (2010) A multi-model approach to the Atlantic equatorial mode: impact on the West African monsoon. Clim Dyn. 35:29–43. doi:10.1007/s00382-009-0625-5

    Article  Google Scholar 

  • Lu J, Delworth TL (2005) Oceanic forcing of the late 20th century Sahel drought. Geophys Res Lett 32:L22706. doi:10.1029/2005GL023316

    Article  Google Scholar 

  • Luo C, Mahowald N, Del Corral J (2003) Sensitivity study of meteorological parameters on mineral aerosol mobilization, transport and distribution. J Geophys Res 108(D15):4447. doi:10.1029/2003JD0003483

    Article  Google Scholar 

  • Ma HY, Mechoso CR, Xue Y, Xiao H, Neelin JD, Ji X (2013) On the connection between continental-scale land surface processes and the tropical climate in a coupled ocean–atmosphere–land system. J Clim 26:9006–9025

    Article  Google Scholar 

  • Mahowald N, Luo C, Del Corral J, Zender C (2003) Interannual variability in atmospheric mineral aerosols from a 22-year model simulation and observational data. JGR. doi:10.1029/2002JD002821

    Google Scholar 

  • Martin ER, Thorncroft C (2014) Sahel rainfall in multimodel CMIP5 decadal hindcasts. Geophys Res Lett 41:2169–2175. doi:10.1002/2014GL059338

    Article  Google Scholar 

  • Mathon V, Laurent H, Lebel T (2002) Mesoscale convective system rainfall in the Sahel. J Appl Meteorol 41:1081–1092

    Article  Google Scholar 

  • Mechoso CR, Yu JY, Arakawa A (2000) A coupled GCM pilgrimage: From climate catastrophe to ENSO simulations. General circulation model development: Past, present and future. In: Proceedings of a symposium in honor of professor Akio Arakawa, D. A. Randall. Academic Press, USA, pp 539–575

  • Mizuta R, Oouchi K, Yoshimura H, Noda A, Katayama K, Yukimoto S, Hosaka M, Kusunoki S, Kawai H, Nakagawa M (2006) 20-km-mech global climate simulations using JMA-GSM model, Mean Climate States. J Meteorol Soc Japan 84:165–185

    Article  Google Scholar 

  • Mohino E, Janicot S, Bader J (2011) Sahel rainfall and decadal to multi-decadal sea surface e temperature variability. Clim Dyn 37:419–440. doi:10.1007/s00382-010-0867-2

    Article  Google Scholar 

  • Molod A, Takacs LL, Suarez MJ, Bacmeister JT, Song IS, Eichmann A (2012) The GEOS-5 atmospheric general circulation model: mean climate and development from MERRA to Fortuna. NASA Tech. Memo. 104606, vol 28, technical report series on global modeling and data assimilation, edited by: Suarez, M. J., 117 pp

  • Neale RB, Chen CC, Gettelman A et al (2012) Description of the NCAR Community Atmosphere Model (CAM 5.0), Technical Note NCAR/TN-486 + STR. National Center for Atmospheric Research, Boulder, p 274

    Google Scholar 

  • New M, Hulme M, Jones PD (1999) Representing twentieth century space-time climate variability. Part 1: development of a 1961–90 mean monthly terrestrial climatology. J Clim 12:829–856

    Article  Google Scholar 

  • Nicholson SE, Dezfuli AK, Klotter D (2012) A two-century precipitation dataset for the continent of Africa. Bull Am Meteorol Soc 93:1219–1231. doi:10.1175/BAMS-D-11-00212.1

    Article  Google Scholar 

  • Pope VD, Gallani ML, Rowntree PR, Stratton RA (2000) The impact of new physical parametrizations in the Hadley Centre climate model: HadAM3. Clim Dyn 16:123–146

    Article  Google Scholar 

  • Ramankutty N, Foley JA (1999) Estimating historical changes in global land cover: croplands from 1700 to 1992. Global Biogeochem Cycles 13:997–1027

    Article  Google Scholar 

  • Rayner NA, Parker DE, Horton EB, Folland CK, Alexander LV, Rowell DP, Kent EC, Kaplan A (2003) Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century. J Geophys Res 108(D14):4407. doi:10.1029/2002JD002670

    Article  Google Scholar 

  • Redelsperger JL, Thorncroft CD, Diedhiou A, Lebel T, Parker DJ, Polcher J (2007) American monsoon multidisciplinary analysis. Bull Am Meteorol Soc 88:1740–1746

    Google Scholar 

  • Rodriguez-Fonseca B, Mohino E, Mechoso CR, Caminade C, Biasutti M, Gaetani M, García-Serrano J, Vizy EK, Cook K, Xue Y, Polo I, Losada T, Druyan L, Fontaine B, Bader J, Doblas-Reyes FJ, Goddard L, Janicot S, Arribas A, Lau W, Colman A, Rowell DP, Kucharski F, Voldoire A (2015) Variability and predictability of West African droughts. J Clim 28:4034–4060

    Article  Google Scholar 

  • Roehrig R, Bouniol D, Guichard F, Hourdin F, Redelsperger JL (2013) The present and future of the West African monsoon: a process-oriented assessment of CMIP5 simulations along the AMMA transect. J Clim 26:6471–6505. doi:10.1175/JCLI-D-12-00505.1

    Article  Google Scholar 

  • Rowell DO (2001) Teleconnections between the Tropical Pacific and the Sahel. Q J R Meteorol Soc 127:1683–1706

    Article  Google Scholar 

  • Rowell DO (2003) The impact of Mediterranean SSTs on the Sahelian rainfall season. J Clim 16:849–8610

    Article  Google Scholar 

  • Scaife A, Kucharski F, Folland C, Kinter J III, Fereday D, Fischer A, Grainger S, Jin E, Kang I, Knight J, Kusunoki S, Lau N, Nath M, Nakaegawa T, Pegion P, Schubert S, Sporyshev P, Syktus J, Yoon J, Zeng N, Zhou T (2009) The CLIVAR C20C project: selected 20th century climate events. Clim Dyn 33:603–614. doi:10.1007/s00382-008-0451-1

    Article  Google Scholar 

  • Schrage JM, Fink AH (2012) Nocturnal continental low-level stratus over tropical West Africa: observations and possible mechanisms controlling its onset. Mon Weather Rev. doi:10.1175/MWR-D-11-00172.1

    Google Scholar 

  • Song G (2013) Global and Sahel regional biophysical processes, vegetation dynamics, and climate interactions. Ph.D. Dissertation. University of California, Los Angeles, pp 183

  • Stein THM, Parker DJ, Delanoë J, Dixon NS, Hogan RJ, Knippertz P, Maidment RI, Marsham JH (2011) The vertical cloud structure of the West African monsoon: a 4 year climatology using CloudSat and CALIPSO. J Geophys Res 116:D22205. doi:10.1029/2011JD016029

    Google Scholar 

  • Sultan B, Janicot S (2000) The West African monsoon dynamics. Part II: the “preonset” and “onset” of the summer monsoon. J Clim 16:3407–3427

    Article  Google Scholar 

  • Taylor KE (2001) Summarizing multiple aspects of model performance in a single diagram. J Geophys Res 106:7183–7192

    Article  Google Scholar 

  • Ting M, Kushnir Y, Seager R, Cuihua L (2011) Robust features of Atlantic multi-decadal variability and its climate impacts. Geophys Res Lett 38:L17705. doi:10.1029/2011GL048712

    Article  Google Scholar 

  • Tippett MK, Giannini A (2006) Potentially predicable components of African summer rainfall in an SST-forced GCM simulation. J Clim 19:3133–3144

    Article  Google Scholar 

  • Wagner RG, Da Silva AM (1994) Surface conditions associated with anomalous rainfall in the Guinea coastal region. Int J Climatol 14:179–199

    Article  Google Scholar 

  • Wallace JM, Smith C, Bretherton CS (1992) Singular value decomposition of wintertime sea surface temperature and 500-mb height anomalies. J Clim 5:561–576

    Article  Google Scholar 

  • Wang GL, Eltahir EAB, Foley JA, Pollard D, Levis S (2004) Decadal variability of rainfall in the Sahel: results from the coupled GENESIS-IBIS atmosphere–biosphere model. Clim Dyn 22(6–7):625–637. doi:10.1007/s00382-004-0411-3

    Google Scholar 

  • Wang GL, Yu M, Xue Y (2015) Modeling the potential contribution of land use changes to the 20th century Sahel drought using a regional climate model: impact of lateral boundary conditions. Clim Dyn. doi:10.1007/s00382-015-2812-x

    Google Scholar 

  • Ward MN (1998) Diagnosis and short-lead time prediction of summer rainfall in tropical North Africa at interannual and multidecadal timescales. J Clim 11:3167–3191

    Article  Google Scholar 

  • Weng HY, Lau KM, Xue YK (1999) Long term variations of summer rainfall over China and its possible link to global sea-surface temperature variability. J Meteorol Soc Jpn 77:845–857

    Google Scholar 

  • Willmott CJ, Matsuura K (1995) Smart interpolation of annually averaged air temperature in the United States. J Appl Meteorol 34:2577–2586

    Article  Google Scholar 

  • Xue Y (1996) The Impact of desertification in the Mongolian and the Inner Mongolian grassland on the regional climate. J Clim 9:2173–2189

    Article  Google Scholar 

  • Xue Y, Shukla J (1993) The influence of land surface properties on Sahel climate. Part I: desertification. J Clim 6:2232–2245

    Article  Google Scholar 

  • Xue Y, Hutjes RWA, Harding RJ, Claussen M, Prince S, Lambin EF, Allen SJ, Dirmeyer P, Oki T (2004a) The Sahelian climate (chapter A5). In: Kabat P, Claussen M, Dirmeyer PA et al (eds) Vegetation, water, humans and the climate. Springer, Berlin, pp 59–77

    Chapter  Google Scholar 

  • Xue Y, Juang HM, Li W, Prince S, DeFries R, Jiao Y, Vasic R (2004b) Role of land surface processes in monsoon development: East Asia and West Africa. J Geophys Res 109:D03105. doi:10.1029/2003JD003556

    Google Scholar 

  • Xue Y, Sun S, Lau JM, Ji J, Poccard I, Kang HS, Zhang R, Wu G, Zhang J, Schaake J, Jiao Y (2005) Multiscale variability of the river runoff system in China and its link to precipitation and sea surface temperature. J Hydrometeorol 6:550–570

    Article  Google Scholar 

  • Xue Y, De Sales F, Lau KMW, Boone A, Feng J, Dirmeyer P, Guo Z, Kim KM, Kitoh A, Kumar V, Poccard-Leclercq I, Mahowald N, Moufouma-Okia W, Pegion P, Rowell D, Schubert SD, Sealy A, Thiaw WM, Vintzileos A, Williams S, Wu MLC (2010a) Intercomparison and analyses of the climatology of the West African Monsoon in the West African Monsoon Modeling and Evaluation Project (WAMME) first model intercomparison experiment. In: Special issue “West African Monsoon and its Modeling,” Clim Dyn 35:3–27. doi:10.1007/s00382-010-0778-2

  • Xue Y, De Sales F, Vasic R, Mechoso CR, Prince SD, Arakawa A (2010b) Global and temporal characteristics of seasonal climate/vegetation biophysical process (VBP) interactions. J Clim 23:1411–1433

    Article  Google Scholar 

  • Xue Y, Boone A, Taylor CM (2012) Review of recent developments and the future prospective in West African Atmosphere/Land Interaction Studies in the Special issue, Advances in climate processes, feedbacks, variability, and change for the West African Climate System. Int J Geophys. doi:10.1155/2012/748921

  • Xue Y, Oaida CM, Diallo I, Neelin JD, Li S, De Sales F, Gu Y, Robinson D, Vasic R, Yi L (2016) Spring land temperature anomalies in northwestern US and the summer drought over Southern Plains and adjacent areas. Environ Res Lett 11:044018. doi:10.1088/1748-9326/11/4/044018

    Article  Google Scholar 

  • Yang S, Lau KM, Kim KM (2002) Variations of the East Asian jet stream and Asian–Pacific–American winter climate anomalies. J Clim 15:306–325

    Article  Google Scholar 

  • Yoshioka M, Mahowald NM, Conley AJ, Collins WD, Fillmore DW, Zender CS, Coleman DB (2007) Impact of desert dust radiative forcing on Sahel precipitation: relative importance of dust compared to sea surface temperature variations, vegetation changes and greenhouse gas warming. J Clim 20:1445–1467

    Article  Google Scholar 

  • Zeng N, Neelin JD, Lau KM, Tucker CJ (1999) Enhancement of interdecadal climate variability in the Sahel by vegetation interaction. Science 286:1537–1540

    Article  Google Scholar 

  • Zhang R, Delworth TL (2006) Impact of Atlantic multidecadal oscillations on India/Sahel rainfall and Atlantic hurricanes. Geophys Res Lett 33:L17712. doi:10.1029/2006GL026267

    Article  Google Scholar 

  • Zhang C, Nolan DS, Thorncroft CD (2008) Shallow meridional circulations in the tropics represented by global reanalyses. J Clim 21:3453–3470

    Article  Google Scholar 

  • Zhang R, Delworth TL, Sutton R, Hodson DLR, Dixon KW, Held IM, Kushnir Y, Marshall J, Ming Y, Msadek R, Robson J, Rosati AJ, Ting M, Vecchi GA (2013) Have aerosols caused the observed Atlantic multidecadal variability? J Atmos Sci 70:1135–1144. doi:10.1175/JAS-D-12-0331

    Article  Google Scholar 

  • Zhang Z, Xue Y, MacDonald G, Cox PM, Collatz GJ (2015) Investigation of North American vegetation variability under recent climate—a study using the SSiB4/TRIFFID biophysical/dynamic vegetation model. J Geophys Res 120:1300–1321. doi:10.1002/2014JD021963

    Google Scholar 

Download references

Acknowledgement

We appreciate AMMA’s support for the WAMME project, including use of the AMMA database for the WAMME II experiment. The WAMME activity and analysis are supported by U.S. NSF Grants AGS-1115506 and AGS-1419526. Each WAMME model group’s efforts are supported by U.S. NSF and NASA, the European Union, and other funding agencies. A number of WAMME models simulations were conducted with the NCAR Supercomputers.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yongkang Xue.

Additional information

This paper is a contribution to the special issue on West African climate decadal variability and its modeling, consisting of papers from the West African Monsoon Modeling and Evaluation (WAMME) and the African Multidisciplinary Monsoon Analyses (AMMA) projects, and coordinated by Yongkang Xue, Serge Janicot, and William Lau. Provided Funding information has to be tagged.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (DOCX 21 kb)

Supplementary material 2 (PPTX 975 kb)

Appendix

Appendix

See Figs. 15, 16 and 17.

Fig. 15
figure 15

Comparison of JJAS precipitation difference between the 1980s and the 1950s from different observational data sets (mm day−1)

Fig. 16
figure 16

JJAS anomaly precipitation (mm day−1) due to Atlantic SST anomaly

Fig. 17
figure 17

JJAS anomaly precipitation (mm day−1) due to Mediterranean SST anomaly

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Xue, Y., De Sales, F., Lau, W.KM. et al. West African monsoon decadal variability and surface-related forcings: second West African Monsoon Modeling and Evaluation Project Experiment (WAMME II). Clim Dyn 47, 3517–3545 (2016). https://doi.org/10.1007/s00382-016-3224-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00382-016-3224-2

Keywords

Navigation