Transformation of climate and its sway on hydro-climatology using representative concentration pathways (RCP) in Geba catchment of Ethiopia

Modeling Earth Systems and Environment - Tập 7 - Trang 2439-2451 - 2020
Asamen Birara Asnake1, Melkamu Teshome Ayana1, Adane Abebe Awass2, Demelash Wondimagegnehu Goshime2
1Faculty of Hydraulic and Water Resources Engineering, Water Technology Institut, e, Arba Minch University, Arba Minch, Ethiopia
2Faculty of Water Resources and Irrigation Engineering, Water Technology Institute, Arba Minch University, Arba Minch, Ethiopia

Tóm tắt

Frequent change in climate and its inconsistent characteristic across Ethiopia at the behest in regional scale encourages researchers in suitable planning of the strategies for adaptive capacity. Geba catchment in this region not only put influence by the hydro-climatic conditions but also extends to assess the ongoing impacts. Regional Climate model (RCM) outputs using representative concentration pathways (RCP) including climate change scenarios of precipitation, temperature, and stream flow for three span of time firstly 1976–2005, second 2021–2050, and the last 2051–2080 has been evaluated. Non-linear power transformation for precipitation and linear shifting and scaling for temperature climate datasets was applied by extrapolating existing climate dataset. Pragmatic use of HEC-HMS, the hydrological model was pledged to generate current and future climatic condition in stream flow of Geba catchment. In an average, the respective performance of the model reveals a Nash Sutcliffe Efficiency (NSE) of 0.83 and 0.80 during calibration and validation. The trends of projected climate variables have shown positive change for temperature and potential evapotranspiration whereas stream flow showed a declining trend with manifestation in precipitation. In comparison to the base period, the average maximum temperature may rise by 1.25 °C, 2.01 °C for RCP4.5, 1.67 °C, and 3.39 °C for RCP8.5 for a period 2021–2050 and 2051–2080 respectively. For the same period, an increase in minimum temperature was recorded under RCP4.5 and RCP8.5. The annual precipitation may decrease by 2.94% and 3.32% for RCP4.5 and 2.01% and 3.1% for RCP8.5 for 2021–2050 and 2051–2080 respectively. Besides, annual evapotranspiration may increase up to 2.6% and 4.3% for RCP4.5 and 2.5% and 3.0% for RCP8.5. Overall, the mean annual stream flow indicates a decreasing order from 0.93 to 1.67% for RCP4.5 and by 1.3 to 1.76% for RCP8.5. This provides a detail analysis that climate change affects the water balance of Geba catchment.

Tài liệu tham khảo

Abdo KS (2009) Assessment of climate change impacts on the hydrology of Gilgel Abay catchment in Lake Tana Basin, Ethiopia. Hydrol Process 23:3661–3669 Alemayehu T, Furi W, Legesse D (2007) Impact of water overexploitation on highland lakes of eastern Ethiopia. Environ Geol 52:147–154. https://doi.org/10.1007/s00254-006-0468-x Belete B, Seleshi Y, Melesse A (2014) Surface water and groundwater resources of Ethiopia: potentials and challenges of water resources development. In: Melesse A, Abtew W, Setegn S (eds) Nile River Basin. Springer, Cham. https://doi.org/10.1007/978-3-319-02720-3_6 Brown CG (2008) Review of downscaling methodologies for Africa climate applications. In: IRI Technical Report 08–05: IRI Downscaling Report. International Research Institute for Climate and Society, Columbia University. IPCC (2001) The scientific basis. Technical summary of the working group I report. Cambridge University Press, Cambridge CFCAS (2004) Assessment of water resources risk and vulnerability to changing climate. In: Project report IV, Calibration, verification, and sensitivity analysis of the HEC-HMS, p 23 Cunderlik M (2003) Hydrologic model selection for the CFCAS project: assessment of water resources risk and vulnerability to changing climatic conditions, project report I. University of Western Ontario, Canada Endale BW, Simphiwe EM, Yimer AA (2020) Trends in climate extremes at local farming calendar timescale: evidence from Merti District Ethiopia. Model Earth Syst Environ. https://doi.org/10.1007/s40808-020-00977-6 Fentaw F, Mekuria B, Arega A (2018) Impacts of climate change on the water resources of Guder Catchment . ITS Advanced Technology and Science, Upper Blue Nile Fowler HJ, Blenkinsop S (2007) Linking climate change modelling to impact studies: recent advances in downscaling techniques for hydrological modelling. Int J Climatol 27:1547–1578 Fuad A (2009) Investigation and hydrological characterization of surface water storage options in the upper blue nile, case study of Koga and Gomit Dam. MSc. Thesis. Gebre SS, Tadele K, Gebremariam B (2015) Potential impacts of climate change on the hydrology and water resources availability of Didessa catchment, Blue Nile River Basin, Ethiopia. J Geol Geophys 4:1–193. https://doi.org/10.4172/2329-6755.1000193 IPCC (2014a) Climate change 2014: synthesis report: contribution of working groups I, II and III to the fifth assessment report of the Intergovernmental Panel on Climate Change. World Meteorological Organization (WMO), Geneva Goshime DW, Mangistu KT (2011) Evaluation of climate change impact on Blue Nile Basin cascade reservoir operation. MSc thesis, Arba-Minch University, AMU. Gupta HV, Sorooshian S, Yapo PO (1999) Status of automatic calibration for hydrologic models: Comparison with multilevel expert calibration. J. Hydrol Eng 4(2):135–143 Haan-Johnson HP, Brakensiek DLCT (1998) Hydrologic modeling of small watersheds. ASAE, Washington Haile AT, Akawka AL, Berhanu B, Rientjes T (2017) Changes in water availability in the Upper Blue Nile basin under the representative concentration pathways scenario. Hydrol Sci J. https://doi.org/10.1080/02626667.2017.1365149 Hargreaves GH, Allen RG (1985) History and evaluation of Hargreaves evapotranspiration equation. J Irrig Drain Eng. https://doi.org/10.1061/(ASCE)0733-9437(2003)129:1(53) Houghton JT, Ding Y, Griggs DJ, Noguer M, van der Linden PJ, Dai X, Maskell K, Johnson CA (eds) (2001) Climate change 2001: the scientific basis. contribution of working group I to the third assessment report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge. United Kingdom and New York, NY, USA, p 881 IPCC (2007) Climate change: impacts, adaptation and vulnerability. Contribution of working group II to the 4th assessment report of the Intergovernmental Panel on Climate Change UK. IPCC (2014b) Summary for policymakers integrated view of climate change as the final part of the IPCC’s fifth assessment report (AR5). IPCC (2012) Renewable energy sources and climate change mitigation, special report of the intergovernmental panel on climate change, Technical Support Unit Working Group III Potsdam Institute for Climate Impact Research (PIK). Cambridge University Press, Cambridge IPCC-TGCIA (1999) Guidelines on the use of scenario data for climate impact and adaptation assessment. Version 1. Intergovernmental Panel on Climate Change, Task Group on Scenarios for Climate Impact Assessment. Jeremy SP et al (2007) Regional climate modeling for the developing world: the ICTP RegCM3 and RegCNET. ICTP. https://doi.org/10.1175/BAMS-88-9-1395 Lafon T, Dadson S, Buys G, Prudhomme C (2013) Bias correction of daily rainfall simulated by a regional climate model: a comparison of methods. Int J Climatol 33(6):1367–1381 Lijalem ZA, Jackson R, Dilnesaw AC (2007) Climate change impact on lake ziway watershed water availability, Ethiopia. In: Proceedings of the International Joint Conference on Catchment And Lake Research, 2007 WCD (2000) Dams and development: a new frame work for decision-making. The Report on the World Commission on Dams. Earthscan Publications, London Melesse AM (2009) Climate change, land-cover dynamics and ecohydrology of the Nile River Basin. Hydrol Process 23:3651–3652 Mohammed AK (2013) The effect of climate change on water resources potential of Omo Gibe Basin, Ethiopia. Technische Universität München, München Moriasi DN, Arnold JG, Van Liew MW, Bingner RL, Harmel RD, Veith TL (2007) Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. ASABE 50(3):885–900 MoWIE (2002) Water sector development program: main report, vol 1. MoWIE, Addis Ababa MoWIE (2012) Ethiopia’s climate-resilient green economy (CRGE) strategy. UNDP, Addis Ababa MoWR (1999) Ethiopian water resources management policy. Addis Ababa, Ethiopia Nikuli G et al (2012) Precipitation Climatology in an Ensemble of CORDEX-Africa Regional Climate Simulations. J. Climate 25(18):6057–6078. https://doi.org/10.1175/JCLI-D-11-00375.1 Portoghese IBE (2011) Stochastic bias-correction of daily rainfall scenarios for hydrological. Hydrol Earth Syst Sci 17:4379–4388. https://doi.org/10.5194/nhess-11-2497 Pratama AW, Buono A, Hidayat R, Harsa H (2018) Bias correction of daily satellite rainfall data using genetic algorithm. In: IOP conference series: Earth Environental Science, vol 149. Setegn SG, Rayner D, Melesse AD, Dargahi B, Srinivasan R (2011) Impact of climate change on the hydroclimatology of Lake Tana Basin, Ethiopia. Water Resour Res. https://doi.org/10.1029/2010WR009248 Shiferaw H, Gebremedhin A, Gebretsadkan T, Abraha AZ (2018) Modelling hydrological response under climate change scenarios using SWAT model: the case of Ilala watershed, Northern Ethiopia. Model Earth Syst Environ 4:437–449. https://doi.org/10.1007/s40808-018-0439-8 Tarekegn D, Tadege A (2006) Assessing the impact of climate change on the water resources of the Lake Tana sub‐basin using the WATBAL model. In: Discussion paper 30, Cent. for Environ. Econ. and Policy in Afr., Univ. of Pretoria, Pretoria. Taye MT, Dyer E, Hirpha FA, Charles K (2018) Climate change impact on water resources in the Awash Basin, Ethiopia. Water 10(1560):1–16. https://doi.org/10.3390/w10111560 Terink W, Hurkmans RTL, Torfs PJF, Uijlenhoet R (2010) Evaluation of a bias correction method applied to downscaled precipitation and temperature reanalysis data for the Rhine basin. Hydrol Earth Syst Sci 14:687–703. https://doi.org/10.5194/hess-14-687-2010 Teshome K (2019) The resurrection of Lake Haramaya. Hope and Challenges, Addis Ababa USACE (2008) Hydrological modeling system (HEC-HMS) user’s manual. US Army corps of Engineers, Washington Wood AW, Leung LR, Sridhar V, Lettenmaier DP (2004) Hydrologic implications of dynamical and statistical approaches to downscaling climate model outputs. Clim Change 62:189–216 World Bank (2006) Managing water resources to maximize sustainable growth: a world bank water resources assistance strategy for Ethiopia. Agriculture and rural development. The International Bank for Reconstruction and Development, Washington