Simulation of the Rainfall Regime over Ghana from CORDEX

Abstract

This paper investigates how well the rainfall regime on which many livelihoods depend, in Ghanais well represented by the Coordinated Regional Climate Downscaling Experiment (CORDEX). The objective of the study is to demonstrate how well the ten CORDEX models are able to capture the spatial and temporal rainfall seasonality over the southern and northern sub-sections ofGhana. The choice of the sub-sections is based on the fact that south of 8°N experiences a bi-modal rainfall regime while the north has a uni-modal regime. The results indicate that the rainfall overGhanais associated with high levels of variability at the inter-annual time scale. Particularly over the southern part ofGhana, all the models follow the same trend as represented overGhanawith similar rainfall values as the observation. Over the northern part ofGhana, models record relatively low rainfall agreeing with the observation. However, most of the models overestimate the northern region rainfall as it is in the case of the southern Ghana. CORDEX as shown in this analysis could be useful in providing Ghana with at least 10 different model outputs for impact analysis. Caution is however given that, since individual models give different performance and the fact that models in general have their inherent deficiencies, an ensemble mean of the models could provide a better result.

Share and Cite:

K. Owusu and N. Klutse, "Simulation of the Rainfall Regime over Ghana from CORDEX," International Journal of Geosciences, Vol. 4 No. 4, 2013, pp. 785-791. doi: 10.4236/ijg.2013.44072.

Conflicts of Interest

The authors declare no conflicts of interest.

References

[1] H. Ahlenius, “Emissions of Carbon Dioxide, in Africa and Selected OECD Countries,” UNDP/GRID Arendal, 2006. http://www.grida.no/graphicslib/detail/emissions-of-carbon-dioxide-in-africa-and-selected-oecd-countries_1400
[2] IPCC, “Climate Change 2007 Synthesis Report. Contribution of Working Groups I, II and III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change,” IPCC, Geneva, 2007.
[3] J. Verdin, C. Funk, G. Senay and R. Choularton, “Climate Science and Famine Early Warning,” Philosophical Transactions of the Royal Society B, Vol. 360, No. 1463, 2005, pp. 2155-2168. doi:10.1098/rstb.2005.1754
[4] R. Washington, G. Kay, M. Harrison, D. Conway, E. Black, A. Challinor, D. Grimes, R. Jones, A. Morse and M. Todd, “African Climate Change: Taking the Shorter Route,” Bulletin of the American Meteorological Society, Vol. 87, No. 10, 2006, pp. 1355-1366. doi:10.1175/BAMS-87-10-1355
[5] UNECA, “Climate Science, Information, and Services in Africa: Status, Gaps and Policy Implications,” Working Paper 1, 2011. http://www.uneca.org/acpc/about_acpc/policy_documents/papers/WP1Climate%20Science%20data%20and%20info%20formated%20draft%20final.pdf
[6] UNFCCC, “Background Paper on Impacts, Vulnerability and Adaptation to Climate Change in Africa for the African Workshop on Adaptation: Implementation of Decision,” UNFCCC Convention, Accra, 21-23 September 2006.
[7] M. Kadi, L. N. Njau, J. Mwikya and A. Kamga, “The State of Climate Information Services for Agriculture and Food Security in West African Countries,” CCAFS Working Paper No. 4, Copenhagen, 2011.
[8] R. Washington, M. Harrison and D. Conway, “African Climate Report,” University of Oxford, Oxford, 2004. http://www.eldis.org/static/DOC16980.htm
[9] WMO, “Twenty-First Status Report on Implementation of the World Weather Watch: Forty Years of World Weather Watch,” WMO Report 957, 2003.
[10] G. Ziervogel, et al., “Climate Change and Adaptation in African Agriculture,” SEI, Oxford, 2008.
[11] ISSER, “The State of the Ghanaian Economy in 2010,” ISSER, University of Ghana, Accra, 2011.
[12] J. Jones, “Capacity of African National Meteorological and Hydrological Services,” Report Prepared at the Request of for World Bank, 2010.
[13] Y. Opoku-Ankomah and I. Cordrey, “Atlantic Sea Surface Temperatures and Rainfall Variability in Ghana” Journal of Climate, Vol. 7, No. 4, 1994, pp. 551-558. doi:10.1175/1520-0442(1994)007<0551:ASSTAR>2.0.CO;2
[14] K. Owusu and P. R. Waylen, “Trends in Spatio-Temporal Rainfall Variability in Ghana, (1951-2000),” Weather, Vol. 64, No. 5, 2009, pp. 115-120
[15] K. Owusu and P. Waylen, “The Changing Rainy Season Climatology of Mid-Ghana,” Theoretical and Applied Climatology, Vol. 2012, 2012, pp. 1-12. doi:10.1007/s00704-012-0736-5
[16] K. Owusu, P. R. Waylen and Y. Qui, “Changing Rainfall Inputs in the Volta Basin: Implications for Water Sharing in Ghana,” Geo Journal, Vol. 71, No. 4, 2008, pp. 201-210.
[17] N. Zeng, “Drought in the Sahel,” Science, Vol. 302, No. 5647, 2003, pp. 999-1000. doi:10.1126/science.1090849
[18] S. Weldeab, D. W. Lea, R. R. Schneider and N. Andersen, “155,000 Years of West African Monsoon and Ocean Thermal Evolution,” Science, Vol. 316, 2007, pp. 1303-1307. doi:10.1126/science.1140461
[19] P. Lamb and R. A. Peppier, “Further Case Studies of Tropical Atlantic Surface Atmospheric and Oceanic Patterns Associated with Sub-Saharan Drought,” Journal of Climate, Vol. 5, No. 5, 1992, pp. 476-488. doi:10.1175/1520-0442(1992)005<0476:FCSOTA>2.0.CO;2
[20] F. Giorgi, C, Jones and G. R. Asrar, “Addressing Climate Information Needs at the Regional Level: The CORDEX Framework,” WMO Bulletin, Vol. 58, No. 3, 2009, pp. 175-183.
[21] C. Jones, F. Giorgi and G. Asrar, “The Coordinated Regional Downscaling Experiment: CORDEX, an International Downscaling Link to CMIP5,” Clivar Exchanges, Vol. 16, 2011, pp. 34-39.
[22] J. P. Evans, “CORDEX—An International Climate Downscaling Initiative,” 2011.
[23] A. Simmons, S. Uppala, D. Dee and S. Kobayashi, “ERA-Interim: New ECMWF Reanalysis Products from 1989 Onwards,” ECMWF Newsletter, Vol. 110, 2007, pp. 25-35.
[24] G. J. Huffman, R. F. Adler, M. M., Morrissey, D. T. Bolvin, S. Curtis, R. Joyce and J. Susskind, “Global Precipitation at One-Degree Daily Resolution from Multisatellite Observations,” Journal of Hydrometeorology, Vol. 2, No. 1, 2001, pp. 36-50. doi:10.1175/1525-7541(2001)002<0036:GPAODD>2.0.CO;2
[25] M. B. Sylla, F. Giorgi, E. Coppola and L. Mariotti, “Uncertainties in Daily Rainfall over Africa: Assessment of Gridded Observation Products and Evaluation of a Regional Climate Model Simulation,” International Journal of Climatology, Vol. 33, No. 7, 2002, pp. 1805-1817. doi:10.1002/joc.3551

Copyright © 2024 by authors and Scientific Research Publishing Inc.

Creative Commons License

This work and the related PDF file are licensed under a Creative Commons Attribution 4.0 International License.