Multiyear simulation of the African climate using a regional climate model (RegCM3) with the high resolution ERA-interim reanalysis

Climate Dynamics

Volumn 35, Issue 1, 2010, Pages 231-247

  Sylla, Mouhamadou Bamba ^a   Coppola, E ^b   Mariotti, L ^b,c   Giorgi, F ^b   Ruti, P M ^d   Dell'Aquila, A ^d   Bi, X ^b  

^a UNIVERSITÉ CHEIKH ANTA DIOP   (Senegal)

^b ABDUS SALAM INTERNATIONAL CENTRE FOR THEORETICAL PHYSICS   (Italy)

^c UNIVERSITY OF L'AQUILA   (Italy)

^d ENEA   (Italy)

Author keywords

Entire continental African domain; Low biased reanalysis; Model performance; Regional climate modeling

Indexed keywords

ANNUAL VARIATION; BOUNDARY CONDITION; CLIMATE CHANGE; CLIMATE VARIATION; REGIONAL CLIMATE; SIMULATION; WEATHER FORECASTING; WIND PROFILE; ZONAL WIND;

AFRICA;

EID: 77954218807     PISSN: 09307575     EISSN: 14320894     Source Type: Journal    
DOI: 10.1007/s00382-009-0613-9     Document Type: Article

References (70)

1. Abiodun BJ, Pal JS, Afiesimama EA, Gutowski WJ, Adedoyin A (2007) Simulation of West African monsoon using RegCM3 Part II: impacts of deforestation and desertification. Theor Appl Climatol 93: 245-261.
2. Adefolalu DO (1974) On scale interactions and the lower tropospheric summer easterly perturbations in tropical West Africa. Ph. D. thesis, FSU, Tallah, Fla, p 276.
3. Adegoke JO, Lamptey BL (2000) Intraseasonal variability of summertime precipitation in the Guinea coastal region of West Africa. In: Proceedings of the workshop on the West African monsoon variability and predictability. WMO-TD No. 1003, pp 115-118.
4. Adler RF et al (2003) The version-2 Global Precipitation Climatology Project (GPCP) monthly precipitation analysis (1979-present). J Hydrom 4(6): 1147-1167.
5. Afiesimama AE, Pal JS, Abiodun BJ, Gutowski WJ, Adedoyin A (2006) Simulation of West African monsoon using the RegCM3. Part I: model validation and interannual variability. Theor Appl Climatol 86: 23-37.
6. Anyah RO, Semazzi FHM (2007) Variability of East African rainfall based on multiyear RegCM3 simulations. Inter J Climatol 27: 357-371.
7. Cook KH (1999) Generation of the African Easterly Jet and its role in determining West African precipitation. J Clim 12: 1165-1184.
8. Coppola E, Giorgi F (2009) An assessment of temperature and precipitation change projections over Italy from recent global and regional climate model simulations. Inter J Climatol. doi: 10. 1002/joc. 1867
9. D'Amato N, Lebel T (1998) On the characteristics of the rainfall events in the Sahel with a view to the analysis of climatic variability. Inter J Climatol 18: 955-974.
10. Dickinson RE, Henderson-Sellers A, Kennedy PJ (1993) Biosphere-atmosphere transfer scheme (BATS) version 1E as coupled to the NCAR Community Climate Model. Technical Note NCAR/TN-387+STR, p 72
11. Diffenbaugh N, Pal J, Trapp R, Giorgi F (2005) Fine-scale processes regulate the response of extreme events to global climate change. Proc Natl Acad Sci USA 102(44): 15774-15778.
12. Diongue A, Lafore JP, Redelsperger JL, Rocca R (2002) Numerical study of a Sahelian synoptic weather system: initiation and mature stages of convection and its interactions with the large-scale dynamics. Q J R Meteorol Soc 128: 1899-2007.
13. Druyan LM, Fulakeza M, Lonergan P (2008) The impact of vertical resolution on regional model simulation of the West African summer monsoon. Int J Climatol 28: 1293-1314.
14. Emanuel KA, Rothman MZ (1999) Development and evaluation of a convection scheme for use in climate models. J Atmos Sci 56: 1756-1782.
15. Fritsch JM, Chappell CF (1980) Numerical prediction of convectively driven mesoscale pressure systems. Part I: convective parameterization. J Atmos Sci 37: 1722-1733
16. Gallée H, Moufouma-Okia W, Bechtold P, Brasseur O, Dupays I (2004) A high-resolution simulation of a West African rainy season using a regional climate model. J Geophys Res 109: D05108. doi: 10. 1029/2003JD004020.
17. Gao X, Zhang D, Chen Z, Pal J, Giorgi F (2007) Land use effects on climate in China as simulated by a regional climate model. Science in China. Ser D Earth Sci 50(4): 620-628.
18. Giorgi F, Mearns LO (1999) Introduction to special section: regional climate modelling revisited. J Geophys Res 104: 6335-6352.
19. Giorgi F, Marinucci MR, Bates GT (1993a) Development of a second-generation regional climate model (RegCM2). Part I: boundary-layer and radiative transfer processes. Mon Weather Rev 121(10): 2794-2813.
20. Giorgi F, Marinucci MR, Bates GT, Canio GD (1993b) Development of a second-generation regional climate model (RegCM2). Part II: convective processes and assimilation of lateral boundary conditions. Mon Weather Rev 121: 2814-2832.
21. Giorgi F, Brodeur CS, Bates GT (1994) Regional climate change scenarios over the United States produced with a nested regional climate model. J Clim 7: 375-399.
22. 2 climate over the Central Plains of the US. Clim Change 40: 457-493.
23. Giorgi F, BI X, Pal J (2004) Mean, interannual variability and trends in a regional climate experiment over Europe.II: future climate (2070-2100).Clim Dyn 23(7-8):839-858
24. Giorgi F, Diffenbaugh NS, Gao XJ, Coppola E, Dash SK, Frumento O, Rauscher SA, Remedio A, Sanda IS, Steiner A, Sylla B, Zakey AS (2008) The regional climate change hyper-matrix framework. Eos 89(45): 445-456.
25. Giorgi F, Coln J, Ghassem A (2009) addressing climate information needs at the regional level. The CORDEX framework. WMO Bulletin, July 2009 issue.
26. Grell GA, Dudhia J, Stauffer DR (1994) Description of the fifth generation Penn State/NCAR mesoscale model (MM5). Technical note NCAR/TN-398+STR, p 121
27. Grist JP, Nicholson SE (2001) A study of the dynamic factors influencing the rainfall variability in the West African Sahel. J Clim 14: 1337-1359.
28. Herman A, Kumar V, Arkin P, Kousky J (1997) Objectively determined 10-day African rainfall estimates created for famine early warning systems. Int J Remote Sens 18: 2147-2159.
29. Holtslag AAM, De Bruin EIF, Pan HL (1990) A high resolution air mass transformation model for short-range weather forecasting. Mon Weather Rev 118: 1561-1575.
30. Hudson DA, Jones R (2002) Regional Climate Model simulations of present-day and future climates of southern Africa. Technical note 39, Hadley Centre for Climate Prediction and Research, Met Off Bracknell, England
31. Im ES, Kwon WT, Ahn JB, Giorgi F (2007) Multi-decadal scenario simulation over Korea using a one-way double-nested regional climate model system. Part I: recent climate simulation (1971-2000). Clim Dyn 28(75): 9-780.
32. Im ES, Ahn JB, Kwon WT, Giorgi F (2008) Multi-decadal scenario simulation over Korea using a one-way double-nested regional climate model system. Part II: future climate projection (2021-2050). Clim Dyn 30(23): 9-254.
33. Indeje M, Semazzi FHM, Ogallo LJ (2000) ENSO signals in East African rainfall seasons. Int J Climatol 20: 19-46.
34. Janicot S, Moron V, Fontaine B (1996) Sahel drought and ENSO dynamics. Geophys Res Lett 23: 515-518.
35. Jenkins GS, Gaye AT, Sylla MB (2005) Late 20th century attribution of drying trends in the Sahel from the regional climate model (RegCM3). Geophys Res Lett 32: L22705.
36. Jones RG, Murphy JM, Noguer M (1995) Simulation of climate change over Europe using a nested regional climate model I: assessment of control climate, including sensitivity to location of lateral boundary conditions. Q J R Meteorol Soc 121: 1413-1449.
37. Jung G, Kunstmann H (2007) High-resolution regional climate modeling for the Volta region of West Africa. J Geophys Res 112: D23108. doi: 10. 1029/2006JD007951.
38. Jury MR, Pathack CJ, Rautenbach WD, Heerden JV (1996) Drought over southern Africa and Indian Ocean SST: statistical correlations and GCM results. Glob Ocean Atmos Syst 4: 47-63.
39. Kiehl JT, Hack JJ, Bonan GB, Boville BA, Briegleb BP, Williamson DL, Rasch PJ (1996) Description of the NCAR Community Climate Model (CCM3), Technical Report TN-420+STR, NCAR, Boulder, p 152.
40. Konare A, Zakey AS, Solmon F, Giorgi F, Rauscher S, Ibrah S, Bi X (2008) A regional climate modeling study of the effect of desert dust on the West African monsoon. J Geophys Res 113: D12206. doi: 10. 1029/2007JD009322.
41. Leung LR, Qian Y, Bian X, Washington WM, Han J, Roads JO (2004) Mid-century ensemble regional climate change scenarios for the western United States. Clim Change 62: 75-113.
42. Mathon V, Laurent H (2001) Life cycle of Sahelian mesoscale convective cloud systems. Q J R Meteorol Soc 127: 377-406.
43. McGregor JL, Katzfey JJ, Nguyen KC (1998) Fine resolution simulations of climate change for Southeast Asia. Final report for a Research Project commissioned by Southeast Asian Regional Committee for START (SARCS), Aspendale, Vic., CSIRO Atmospheric Research VI, pp 15-35
44. 2 results. Glob Planet Change 10: 55-78.
45. Mitchell TD, Carter TR, Jones PD, Hulme M, New M (2004) A Comprehensive Set of High-resolution grids of monthly climate for Europe and the globe: the observed record (1901-2000) and 16 scenarios (2001-2100). Tyndall Centre for Climate Change Research, Norwich, Working Paper 55
46. Mohr KI, Thorncroft CD (2006) Intense convective systems in West Africa and their relationship to the African easterly jet. Quat J Meteorol Soc 132: 163-176.
47. Mutemi JN, Ogallo LA, Krishnamurti TN, Mishra AK, Vijaya KTSV (2007) Multimodel based superensemble forecasts for short and medium range NWP over various regions of Africa. Meteorol Atmos Phys 95: 87-113.
48. Mwafulirwa ND (1999) Climate variability and predictability in tropical southern Africa with focus on dry spells over Malawi. M. Sc. thesis, University of Zululand.
49. Noguer M, Jones RG, Murphy JM (1998) Sources of systematic errors in the climatology of a nested regional climate model (RCM) over Europe. Clim Dyn 14: 691-712.
50. Paeth H, Born K, Podzun R, Jacob D (2005) Regional dynamical downscaling over West Africa: model evaluation and comparison of wet and dry years. Meteorol Z 14(3): 349-367.
51. Pal JS, Eltahir EAB (2003) A feedback mechanism between soil moisture distribution and storm tracks. Q J R Meteorol Soc 129: 2279-2297.
52. Pal JS, Small EE, Eltahir EAB (2000) Simulation of regional-scale water and energy budgets: representation of subgrid cloud and precipitation processes within RegCM. J Geophys Res 105: 29579-29594.
53. Pal J, Giorgi F, Bi X (2004) Consistency of recent European summer precipitation trends and extremes with future regional climate projections. Geophys Res lett 31(L13202). doi: 10. 1029/2004GL019836.
54. Pal JS, Giorgi F, Bi X, Elguindi N, Solomon F, Gao X, Francisco R, Zakey A, Winter J, Ashfaq M, Syed F, Bell JL, Diffanbaugh NS, Kamacharya J, Konare A, Martinez D, da Rocha RP, Sloan LC, Steiner A (2007) The ICTP RegCM3 and RegCNET: regional climate modeling for the developing world. Bull Am Meteorol Soc 88: 1395-1409.
55. Rauscher SA, Seth A, Qian JH, Camargo SJ (2006) Domain choice in an experimental nested modeling prediction system for South America. Theor Appl Climatol 86: 229-246. doi: 10. 1007/s00704-006-0206-z.
56. Reason CJC, Rouault M (2005) Links between the Antarctic Oscillation and winter rainfall over western South Africa. Geophys Res lett 32. doi: 10. 1029/2005GL022419.sss Reason C.J.C. Rouault M.
57. Segele ZT, Leslie LM, Lamb PJ (2008) Evaluation and adaptation of a regional climate model for the Horn of Africa: rainfall climatology and interannual variability. Inter J Climatol. doi: 10. 1002/joc. 1681.
58. Seth A, Rauscher SA, Carmago SJ, Qian JH, Pal J (2006) RegCM3 regional climatologies for South America using reanalysis and ECHAM global model driving fields. Clim Dyn 28: 461-480. doi: 10. 1007/s00382-006-0191-z.
59. Simmons AS, Uppala DD, Kobayashi S (2007) ERA-interim: new ECMWF reanalysis products from 1989 onwards. ECMWF Newsl 110: 29-35.
60. Steiner AL, Pal JS, Rauscher SA, Bell JL, Diffenbaugh NS, Boone A, Sloan LC, Giorgi F (2009) Land surface coupling in regional climate simulations of the West African monsoon. Clim Dyn. doi: 10. 1007/s00382-009-0543-6.
61. Sun L, Semazzi FHM, Giorgi F, Ogallo LA (1999a) Application of the NCAR regional climate model to eastern Africa. Part I: simulation of the short rains of 1988. J Geophys Res 104: 6529-6548.
62. Sun L, Semazzi FHM, Giorgi F, Ogallo LA (1999b) Application of the NCAR regional climate model to eastern Africa. Part II: simulation of interannual variability of short rains. J Geophys Res 104: 6549-6562.
63. Sylla MB, Gaye AT, Pal JS, Jenkins GS, Bi XQ (2009) High resolution simulations of West Africa climate using Regional Climate Model (RegCM3) with different lateral boundary conditions. Theor Appl Climatol. doi: 10. 1007/s00704-009-0110-4
64. Tadross MA, Gutowski WJ, Hewitson BC, Jack C, New M (2006) MM5 simulations of interannual change and the diurnal cycle of southern African regional climate. Theor Appl Climatol 86: 63-80.
65. Thorncroft CD, Blackburn M (1999) Maintenance of the African Easterly Jet. Q J R Meteorol Soc 125: 763-786.
66. Trenberth KE, Stepaniak DP, Hurrell JW (2001) Quality of reanalyses in the tropics. J Clim 14: 1499-1510.
67. Uppala S, Dee D, Kobayashi S, Berrisford P, Simmons A (2008) Towards a climate data assimilation system: status update of ERA-interim. ECMWF Newsl 115: 12-18.
68. Vizy E, Cook K (2002) Development and application of a mesoscale climate model for the tropics: influence of sea surface temperature anomalies on the West African monsoon. J Geophys Res 107 D(3). doi: 10. 1029/2001JD000686.
69. Wang Y, Leung LR, McGregor JL, Lee DK, Wang WC, Ding Y, Kimura F (2004) Regional climate modeling: progress, challenges and prospects. J Meteorol Soc Jpn 82: 1599-162
70. Zeng X, Zhao M, Dickinson RE (1998) Intercomparison of bulk aerodynamic algorithms for the computation of sea surface fluxes using TOGA COARE and TAO data. J Clim 11: 2628-2644.