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Climate Change Induced Precipitation and Temperature Effects on Water Resources: the Case of Borkena Watershed in the Highlands of Wollo, Central Ethiopia

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Abstract

This study acquiring series issue of climate change which significantly affect the amount of precipitation and temperature at regional level, which intern would affect the water resources and future water availability of Borkena watershed located in the highlands of Wollo in Awash Basin, Ethiopia. Bias corrected Representative Concentration Pathways (RCP4.5 and RCP8.5) scenario data were used for precipitation and temperature projections in the 2050s. The projection result indicates mean annual precipitation increases at a rate of 14.70% and 13.21%; similarly, temperature increases by 1.16 °C and 1.59 °C, under both scenarios, respectively. After the projections of precipitation and temperature, Hydrological Modeling System (HEC-HMS) was used to simulate future streamflow and current evaporation estimated by Penman-Monteith while Hargreaves methods were used to estimate future evapotranspiration. The evaluation result showed that hydrological model is well performed for the watershed with daily R2 values 0.79 and 0.85 and Nash-Sutcliffe Efficiency (NSE) values 0.78 and 0.83 for calibration and validation periods, respectively. Results of this study present climate change induced temperature and precipitation changes significantly affect the monthly, seasonally, and annually evapotranspiration and streamflow of the watershed. The results show an increase in projected Potential Evapotranspiration (PET) at a rate of 2.77% and 3.20%; similarly, mean annual streamflow increases up to 22.63% and 14.57% under RCP4.5 and RCP8.5 scenarios, respectively. Seasonally, the mean streamflow during Kiremt and Bega expected to increase by 4.5% and 90.57% and 7.5% and 57.39%, but Belg season would decrease by 27.18% and 21.16% under RCP4.5 and RCP8.5 climate scenarios, respectively. These results are important to consider the influence of climate change on water resources of central Ethiopia, which is valuable for the planning and management of water resources in different watersheds of Ethiopia.

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References

  1. Abera F, Asfaw D, Engida A, Melesse A (2018) Optimal operation of hydropower reservoirs under climate change: the case of Tekeze Reservoir, Eastern Nile. Water 10:273. https://doi.org/10.3390/w10030273

  2. Liu X, Ren L, Yuan F, Singh P, Fang X, Yu Z, Zhang W (2009) Quantifying the effect of land use and land cover changes on green water and blue water in northern part of China. Earth Syst Sci 13:735–747. https://doi.org/10.5194/hess-13-735-2009

    Article  Google Scholar 

  3. Agenagnew AG, Assefa MM, Fikru FA, Anteneh ZA (2019) Modeling hydrological responses to land use dynamics, choke. Ethiopia Water 4:201–212. https://doi.org/10.1007/s41101-019-00076-3

    Article  Google Scholar 

  4. Fentaw F, Asfaw D, Nigussie A, Melesse AM (2018) Climate change impact on the hydrology of Tekeze Basin, Ethiopia: projection of rainfall-runoff for future water resources planning. Water Conserv Sci Eng 3:267–278. https://doi.org/10.1007/s41101-018-0057-3

  5. Seleshi Y, Zanke U (2004) Recent changes in rainfall and rainy days in Ethiopia. Int J Climatol 24:973–983

    Article  Google Scholar 

  6. Fentaw F, Melesse AM, Hailu D, Nigussie A (2019) precipitation and streamflow variability in Tekeze River basin, Ethiopia. In Extreme Hydrology and Climate Variability; Melesse, A.M., Abtew, W., Senay, G., Eds.; Elsevier: Amsterdam, The Netherlands, pp. 103–121.

  7. Abtew W, Melesse M, Dessalegne T (2009) Spatial, inter and intra-annual variability of the Upper Blue Nile Basin rainfall. Hydrol Process 23:3075–3082. https://doi.org/10.1002/hyp.7419

    Article  Google Scholar 

  8. Fentaw F, Hailu D, Nigussie A (2017) Trend and variability analysis of rainfall & stream flow series at Tekeze river basin, Ethiopia. IJSER 8:665–680

    Google Scholar 

  9. Mersha N, Masih I, Fraiture C, Wenninger J, Alamirew T (2018) Evaluating the impacts of IWRM policy actions on demand satisfaction and downstream water availability in the Upper Awash Basin, Ethiopia. Water 10:892. https://doi.org/10.3390/w10070892

    Article  Google Scholar 

  10. Taye T, Dye E, Hirpa A, Charles K (2018) Climate change impact on water resources in the Awash Basin, Ethiopia. Water 10:1560. https://doi.org/10.3390/w10111560

    Article  Google Scholar 

  11. Dessu S, Melesse A (2013) Impact and uncertainties of climate change on the hydrology of the Mara River basin, Kenya/Tanzania. Hydrol Process 27:2973–2986. https://doi.org/10.1002/hyp.9434

    Article  Google Scholar 

  12. Fentaw BM, Abebe A (2018) Impacts of climate change on the water resources of Guder catchment, Upper Blue Nile, Ethiopia. Water 1:16–29. https://doi.org/10.31058/j.water.2018.11002

    Article  Google Scholar 

  13. Gizaw MS, Biftu GF, Gan T, Moges MA, Koivusalo H (2017) Potential impact of climate change on streamflow of major Ethiopian rivers. Clim Chang 143:371–383. https://doi.org/10.1007/s10584-017-2021-1

    Article  Google Scholar 

  14. Kim U, Kaluarachchi (2009) Climate change impacts on water resources in the Upper Blue Nile River Basin, Ethiopia. JAWRA J Am Water Resour Assoc 45:1361–1378. https://doi.org/10.1111/j.1752-1688.2009.00369.x

    Article  Google Scholar 

  15. Setegn SG, Rayner D, Melesse M, Dargahi B, Srinivasan R (2011) Impact of climate change on the hydroclimatology of Lake Tana Basin, Ethiopia. Water Resour Res 47:W04511. https://doi.org/10.1029/2010WR009248

    Article  Google Scholar 

  16. Worqlul W, Taddele D, Ayana K, Jeong J, Adem A, Gerik T (2018) Impact of climate change on streamflow hydrology in headwater catchments of the upper Blue Nile Basin, Ethiopia. Water 10:120. https://doi.org/10.3390/w10020120

    Article  CAS  Google Scholar 

  17. Abera FF (2014) Assessment of climate change impacts on the hydrology of upper Guder catchment, Upper Blue Nile. WASET, Stockholm. https://doi.org/10.1999/1307-6892/6232

  18. Bekele D, Alamirew T, Kebede A, Zeleke G, Melesse A (2018) Modelling climate change impact on the hydrology of keleta watershed in the Awash River Basin, Ethiopia. Environ Model Assess 1–3. https://doi.org/10.1007/s10666-018-9619-1

  19. Fentaw F, Melesse A, Asfaw D, Nigussie A (2018) Impacts of climate changes on the water resources of Tekeze River basin part of Eastern Nile, Ethiopia. Geophysical research abstracts, Vol. 20, EGU2018-3102

  20. Mekonnen DF, Disse M (2018) Analyzing the future climate change of Upper Blue Nile River basin using statistical downscaling techniques. Hydrol Earth Syst Sci 22:2391–2408

    Article  Google Scholar 

  21. Daba M, Tadele K, Shemalis A (2015) Evaluating potential impacts of climate change on surface water resource availability of upper Awash Sub-Basin, Ethiopia. Open Water J. 3, 22.

  22. Taye T, Willems P, Block P (2015) Implications of climate change on hydrological extremes in the Blue Nile basin: a review. J Hydrol Reg Stud 4:280–293

    Article  Google Scholar 

  23. Taylor KE, Stouffer RJ, Meehl GA (2011) An overview of CMIP5 and the experiment design. Bull Am Meteorol Soc 93:485–498. https://doi.org/10.1175/BAMS-D-11-00094.1

    Article  Google Scholar 

  24. Giorgi F, Jones C, Asrar J (2009) Addressing climate information needs at the regional level: the CORDEX framework. World Meteorol Organ Bull 58:175–183 . http://wcrp.ipsl.jussieu.fr/RCD_Projects/CORDEX/CORDEX_giorgi_WMO

  25. Gbobaniyi E, Sarr A, Sylla B, Diallo I, Nikulin G, Lamptey B (2014) Climatology, annual cycle and interannual variability of precipitation and temperature in CORDEX simulations over West Africa. Int J Climatol 34:2241–2257. https://doi.org/10.1002/joc.3834

    Article  Google Scholar 

  26. Hernández-Díaz L, Laprise R, Sushama L, Martynov A, Winger K, Dugas B (2013) Climate simulation over CORDEX Africa domain using the fifth-generation Canadian regional climate model (CRCM5). Clim Dyn 40:1415–1433. https://doi.org/10.1007/s00382-012-1387-z

    Article  Google Scholar 

  27. Jacob D, Elizalde A, Haensler A, Teichmann C, Wilhelm C (2012) Assessing the transferability of the regional climate model REMO to different COordinated Regional Climate Downscaling EXperiment (CORDEX) regions. Atmosphere 3:181–199

    Article  Google Scholar 

  28. Kim J, Waliser D, Mattmann C, Hewitson B, Favre A (2014) Evaluation of the CORDEX-Africa multi-RCM hindcast: systematic model errors. Clim Dyn 42:1189–1202. https://doi.org/10.1007/s00382-013-1751-7

    Article  Google Scholar 

  29. Nikulin G, Jones C, Giorgi G, Samuelsson P, Sushama L (2012) Precipitation climatology in an ensemble of CORDEX-Africa regional climate simulations. J Clim 25:6057–6078. https://doi.org/10.1175/JCLI-D-11-00375.1

    Article  Google Scholar 

  30. Panitz H, Dosio A, Lüthi D, Keuler K (2014) COSMO-CLM (CCLM) climate simulations over CORDEX-Africa domain: analysis of the ERA-interim driven simulations at 0.44° and 0.22° resolution. Clim Dyn 42:3015–3038. https://doi.org/10.1007/s00382-013-1834-5

    Article  Google Scholar 

  31. Teutschbein C, Seibert J (2010) Regional climate models for hydrological impact studies at the catchment scale: a review of recent modeling strategies. Geogr Compass 4:834–860. https://doi.org/10.1111/j.1749-8198.2010.00357.x

    Article  Google Scholar 

  32. Christensen J, Boberg F, Christensen O, Lucas-Picher P (2008) On the need for bias correction of regional climate change projections of temperature and precipitation. Geophys Res Lett 35. https://doi.org/10.1029/2008GL035694

  33. Gebre S, Ludwig F (2015) Hydrological response to climate change of the Upper Blue Nile River basin: based on IPCC fifth assessment report (AR5). J Climatol Weather Forecast 3. https://doi.org/10.4172/2332-2594.1000121

  34. van Griensven A, Ndomba P, Yalew S, Kilonzo F (2012) Critical review of SWAT applications in the upper Nile basin countries. Hydrol Earth Syst Sci 16:3371–3381. https://doi.org/10.5194/hess-16-3371-2012

    Article  Google Scholar 

  35. Berhe F, Mellesse A, Hailu D, Seleshi Y (2013) MODSIM-based water allocation modeling of Awash River Basin, Ethiopia. Catena 109:118–128

    Article  Google Scholar 

  36. FAO (1995) Soils of EAST Africa, SEA Food and Agriculture Organization of the United Nations. ACD-Rom Data, Rome

    Google Scholar 

  37. van Vuuren D, Edmonds J, Kainuma M, Meinhausen M, Rose S (2011) The representative concentration pathways: an overview. Clim Chang 109:5–31

    Article  Google Scholar 

  38. Meinshausen M, Smith J, Daniel J, Vuuren P (2011) The RCP greenhouse gas concentrations and their extensions from 1765 to 2300. Clim Chang 109:2013. https://doi.org/10.1007/s10584-011-0156-z

    Article  CAS  Google Scholar 

  39. Thomson A, Calvin K, Delgado Arias S, Edmonds J (2011) RCP4.5: a pathway for stabilization of radiative forcing by 2100. Clim Chang 109:77–94. https://doi.org/10.1007/s10584-011-0151-4

    Article  CAS  Google Scholar 

  40. Riahi K, Rao S, Fische G, Rafaj P (2011) RCP 8.5—a scenario of comparatively high greenhouse gas emissions. Clim Chang 109:33. https://doi.org/10.1007/s10584-011-0149-y

    Article  CAS  Google Scholar 

  41. Ines A, Hansen J (2006) Bias correction of daily GCM rainfall for crop simulation studies. Agric For Meteorol 138:44–53. https://doi.org/10.1016/j.agrformet.2006.03.009

    Article  Google Scholar 

  42. Piani C, Weedon G, Best M, Gomes S, Viterbo P, Hagemann S, Haerter J (2010) Statistical bias correction of global simulated daily precipitation and temperature for the application of hydrological models. J Hydrol 395:199–215. https://doi.org/10.1016/j.jhydrol.2010.10.024

    Article  Google Scholar 

  43. Teutschbein C, Seibert J (2012) Bias correction of regional climate model simulations for hydrological climate-change impact studies: review and evaluation of different methods. J Hydrol 456–457:12–29. https://doi.org/10.1016/j.jhydrol.2012.05.052

    Article  Google Scholar 

  44. Allen R, Pereira L, Raes D, Smith M (1998) Crop evaporation: guidelines for computing crop water requirements. FAO Irrig Drainage Paper 56:300

    Google Scholar 

  45. Feldman A (2000) Hydrologic modeling system HEC-HMS. Technical Reference Manual; U.S. Army Corps of Engineers, Hydraulic Engineering Center, HEC. Davis, CA, USA

  46. Yimer G, Jonoski A, Van Griensven A (2009) Hydrological response of a catchment to climate change in the Upper Beles River Basin, Upper Blue Nile, Ethiopia. Nile Basin Water Eng Sci Mag 2:49–59

    Google Scholar 

  47. Yusop Z, Chan C, Katimon A (2007) Runoff characteristics and application of HEC-HMS for modelling stormflow hydrograph in oil palm catchment. Water Sci Technol 56:41–46

    Article  CAS  Google Scholar 

  48. Yilma H, Moges S (2007) Application of semi-distributed conceptual hydrological model for flow forecasting on upland catchments of Blue Nile River Basin, a case study of Gilgel Abbay catchment. Catchment Lake Res. 6, 1–200.

  49. Moriasi D, Arnold J, Van Liew M, Veith T (2007) Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Trans ASABE 50. https://doi.org/10.13031/2013.23153

  50. Adem A, Melesse A, Tilahun S, Setegn G, Ayana E, Wale A, Assefa T (2014) Climate change projections in the Upper Gilgel Abay River Catchment, Blue Nile Basin Ethiopia, in: Nile River Basin. Springr, Cham 363–388. https://doi.org/10.1007/978-3-319-02720-3_19

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Acknowledgments

The authors thank the data support of Ethiopian Ministry of Water Resources, Irrigation and Electricity and National Meteorological Service Agency.

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Solomon Arega, Berhanu Gedamu, and Fikru F. Abera designed the study, developed the methodology, and wrote the manuscript. Berhanu H. Gedamu and Solomon Arega performed the field work, collected the data, and conducted the computer analysis. Fikru F. Abera supervised this part of the work and directed the study by helping to interpret the results and to improve the quality of the manuscript.

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Correspondence to Fikru F. Abera.

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Abera, F.F., Arega, S. & Gedamu, B.H. Climate Change Induced Precipitation and Temperature Effects on Water Resources: the Case of Borkena Watershed in the Highlands of Wollo, Central Ethiopia. Water Conserv Sci Eng 5, 53–66 (2020). https://doi.org/10.1007/s41101-020-00084-8

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