Climate change is one environmental threat that poses great challenges to t he future development prospects of Ethiopia. The study used the statistically downscaled daily data in 30-years intervals from the second generation of t he Earth System Model (CanESM2) under two Representative Concentration Pathways (RCPs): RCP 4.5 and RCP 8.5 for three future time slices; near- term (2010- 2039), mid-century (2040-2069) and end-century (2071-2099) were gener ated. The observed data of maximum and minimum temperature and precipitation are a good simulation with the modeled data during the calibration and validation periods using the correlation coefficient ( R 2 ), the Nash- Sutcliffe efficiency (NSE), and the Root Mean Square Error (RMSE). The projected annual minimum and maximum temperatures are expected to increase by 0.091 ° C, 0.517 ° C, and 0.73 ° C and 0.072 ° C, 0.245 ° C, and 0.358 ° C in the 2020s, 2050s, and 2080s under the intermediate scenario, respectively. U nder RCP8.5, the annual minimum and maximum temperatures are expected to increase by 0.192 ° C, 0.409 ° C, and 0.708 ° C, 0.402 ° C, 4.352 ° C, and 8.750 ° C in the 2020s, 2050s, and 2080s, respectively. Besides, the precipitation is exp ected to increase under intermediate and high emission scenarios by 1.3 14%, 7.643%, and 12.239%, and 1.269%, 10.316% and 26.298% in the 2020s, 2050s, and 2080s, respectively. Temperature and precipitation are projected to increase in total amounts under all-time slices and emissions pathways. In both emission scenarios, the greatest changes in maximum temperature, minimum temperature, and precipitation are predicted by the end of the century. This implies climate smart actions in development policies and activities need to consider locally downscale expected climatic changes.
Wigley, T.M.L., Jones, P.D. and Kelly, P.M. (2018) Global Warming? Nature, 291, 285. https://doi.org/10.1038/291285a0
Angelo, M.J. and Du Plessis, A. (2017) Research Handbook on Climate Change and Agricultural Law. Research Handbooks in Climate Law Series, Edward Elgar Publishing, Cheltenham, 1-472. https://doi.org/10.4337/9781784710644
Venterea, R.T. (2014) Climate Change 2007: Mitigation of Climate Change. Journal of Environmental Quality, 38, 837-837. https://doi.org/10.2134/jeq2008.0024br
Intergovernmental Panel on Climate Change (2021) Climate Change 2021: The Physical Science Basis Summary for Policymakers. Cambridge University Press, Cambridge, In Press.
Feyissa, G., Zeleke, G., Bewket, W. and Gebremariam, E. (2018) Downscaling of Future Temperature and Precipitation Extremes in Addis Ababa under Climate Change. Climate, 6, Article No. 58. https://doi.org/10.3390/cli6030058
Wilby, R.L., Dawson, C.W. and Barrow, E.M. (2002) SDSM—A Decision Support Tool for the Assessment of Regional Climate Change Impacts. Environmental Modelling & Software, 17, 145-157. https://doi.org/10.1016/S1364-8152(01)00060-3
Harpham, C. and Wilby, R.L. (2005) Multi-Site Downscaling of Heavy Daily Precipitation Occurrence and Amounts. Journal of Hydrology, 312, 235-255. https://doi.org/10.1016/j.jhydrol.2005.02.020
Abbasnia, M. and Toros, H. (2016) Future Changes in Maximum Temperature Using the Statistical Downscaling Model (SDSM) at Selected Stations of Iran. Modeling Earth Systems and Environment, 2, Article No. 68. https://doi.org/10.1007/s40808-016-0112-z
Nigatu, Z.M., Rientjes, T. and Haile, A.T. (2016) Hydrological Impact Assessment of Climate Change on Lake Tana’s Water Balance, Ethiopia. American Journal of Climate Change, 5, 27-37. https://doi.org/10.4236/ajcc.2016.51005
Niang, I., Ruppel, O.C., Abdrabo, M., Ama, E., Lennard, C., Padgham, J., et al. (2015) “Africa”. In: Barros, V.R., Field, C.B., Dokken, D.J., Mastrandrea, M.D., Mach, K.J., Bilir, T.E., et al., Eds., Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part B: Regional Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, 1199-1266.
Shawul, A.A., Chakma, S. and Melesse, A.M. (2019) Regional Studies the Response of Water Balance Components to Land Cover Change Based on Hydrologic Modeling and partial least squares regression (PLSR) Analysis in the Upper Awash Basin. Journal of Hydrology: Regional Studies, 26, Article ID: 100640. https://doi.org/10.1016/j.ejrh.2019.100640
Wongtanachai, J., Silamut, K., Day, N.P., Dondorp, A. and Chaisri, U. (2013) Effects of Antimalarial Drugs on Movement of Plasmodium Falciparum. The Southeast Asian Journal of Tropical Medicine and Public Health, 43, 1-9.
Lines, G., Pancura, M. and Lander, C. (2006) Building Climate Change Scenarios of Temperature and Precipitation in Atlantic Canada Using the Statistical Downscaling Model (SDSM). 14th Symposium on Global Change and Climate Variations, Long Beach, 14-18 January 2006, 41.
Segele, Z.T., Lamb, P.J. and Leslie, L.M. (2009) Seasonal-to-Interannual Variability of Ethiopia/Horn of Africa Monsoon. Part I: Associations of Wavelet-Filtered Large-Scale Atmospheric Circulation and Global Sea Surface Temperature. Journal of Climate, 22, 3396-3421. https://doi.org/10.1175/2008JCLI2859.1
Taylor, K.E., Stouffer, R.J. and Meehl, G.A. (2012) An Overview of CMIP5 and the Experiment Design. Bulletin of the American Meteorological Society, 93, 485-498. https://doi.org/10.1175/BAMS-D-11-00094.1
Fan, X., Jiang, L. and Gou, J. (2021) Statistical Downscaling and Projection of Future Temperatures across the Loess Plateau, China. Weather and Climate Extremes, 32, Article ID: 100328. https://doi.org/10.1016/j.wace.2021.100328
Wilby, R.L., Dawson, C.W., Murphy, C., O’Connor, P. and Hawkins, E. (2014) The Statistical DownScaling Model-Decision Centric (SDSM-DC): Conceptual Basis and Applications. Climate Research, 61, 259-276. https://doi.org/10.3354/cr01254
Schoof, J.T. (2003) Evaluation of the NCEP/NCAR Reanalysis in Terms of Synoptic Scale Phenomea: A Case Study from the Midwestern USA. International Journal of Climatology, 23, 1725-1741. https://doi.org/10.1002/joc.969
Choi, G., Collins, D., Ren, G., Trewin, B. and Baldi, M. (2009) Changes in Means and Extreme Events of Temperature and Precipitation in the Asia-Pacific Network region, 1955-2007. International Journal of Climatology, 29, 1906-1925. https://doi.org/10.1002/joc.1979
Riahi, K., Rao, S., Krey, V., Cho, C., Chirkov, V., Fischer, G., et al. (2011) RCP 8.5— A Scenario of Comparatively High Greenhouse Gas Emissions. Climatic Change, 109, Article No. 33. https://doi.org/10.1007/s10584-011-0149-y
San José, R., Pérez, J.L., González, R.M., Pecci, J., Garzón, A. and Palacios, M. (2016) Impacts of the 4.5 and 8.5 RCP Global Climate Scenarios on Urban Meteorology and Air Quality: Application to Madrid, Antwerp, Milan, Helsinki and London. Journal of Computational and Applied Mathematics, 293, 192-207. https://doi.org/10.1016/j.cam.2015.04.024
Thomson, A.M., Calvin, K.V., Smith, S.J., Page Kyle, G., Volke, A., Patel, P., et al. (2011) RCP4.5: A Pathway for Stabilization of Radiative forcing by 2100. Climatic Change, 109, Article No. 77. https://doi.org/10.1007/s10584-011-0151-4
Masui, T., Matsumoto, K., Hijioka, Y., Kinoshita, T., Nozawa, T., Ishiwatari, S., et al. (2011) An Emission Pathway for Stabilization at 6 Wm -2 Radiative Forcing. Climatic Change, 109, Article No. 59. https://doi.org/10.1007/s10584-011-0150-5
Koudahe, K., Kayode, A.J., Samson, A.O., Adebola, A.A. and Djaman, K. (2017) Trend Analysis in Standardized Precipitation Index and Standardized Anomaly Index in the Context of Climate Change in Southern Togo. Atmospheric and Climate Sciences, 7, 401-423. https://doi.org/10.4236/acs.2017.74030
Mwangi, K.K., Musili, A.M., Otieno, V.A. and Endris, H.S. (2020) Vulnerability of Kenya’s Water Towers to Future Climate Change: An Assessment to Inform Decision Making in Watershed Management. American Journal of Climate Change, 9, 317-353. https://doi.org/10.4236/ajcc.2020.93020
Asfaw, A., Simane, B., Hassen, A. and Bantider, A. (2018) Variability and Time Series Trend Analysis of Rainfall and Temperature in Northcentral Ethiopia: A Case Study in Woleka Sub-Basin. Weather and Climate Extremes, 19, 29-41. https://doi.org/10.1016/j.wace.2017.12.002
Molla, M. (2020) Developing Climate Change Projections Using Different Representative Concentration Pathways of Emission Scenario: In the Case Jimma, Ethiopia. Environmental science Journal Impact Factor, 25, Article ID: 556175. https://doi.org/10.19080/IJESNR.2020.26.556175