Abstract
Climate variability and human activities are two major drivers influencing changes in streamflow response of a watershed, and thus assessing their relative effect is essential for developing sustainable water resources planning and management strategies at watershed-scale. In this study, a runoff model driven by rainfall and potential evapotranspiration was established to estimate the effect of climate variability on the changes in annual streamflow of Agula watershed in northern Ethiopia. Significant decreasing trends were observed for annual and wet season streamflow between 1992 and 2012, while dry season streamflow showed an increasing trend. Analyses of seasonal and annual rainfall records showed no significant trends. The change-point test revealed that an abrupt change in annual streamflow occurred in 2000. In the period 2000–2012, the mean annual and wet season streamflow decreased by 36 and 49%, respectively compared with 1992–1999, while dry season streamflow increased by 57%. Climate variability was estimated to account for 22% of the total reduction in mean annual streamflow, whereas human activities (e.g., proper watershed management practices and associated changes in land use/land cover among other factors) were responsible for 78%; indicating that human activities were the major drivers of changes in the streamflow response. The results of this study point to the potential that reduced wet season flow and improved dry season water availability can be achieved by proper planning and implementation of appropriate watershed management practices.




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References
Aerts R, Nyssen J, Haile M (2009) On the difference between “exclosures” and “enclosures” in ecology and the environment. J Arid Environ 73(8):762–763. doi:10.1016/j.jaridenv.2009.01.006
Alemayehu F, Taha N, Nyssen J, Girma A, Zenebe A, Behailu M, Deckers S, Poesen J (2009) The impacts of watershed management on land use and land cover dynamics in eastern Tigray (Ethiopia). Resour Conserv Recycl 53(4):192–198. doi:10.1016/j.resconrec.2008.11.007
Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration-guidelines for computing crop water requirements-FAO irrigation and drainage paper 56. FAO, Rome
Barrow CJ (1992) World atlas of desertification (United Nations Environment Programme). Land Degrad Dev 3(4):249. doi:10.1002/ldr.3400030407
Belay KT, Van Rompaey A, Poesen J, Van Bruyssel S, Deckers J, Amare K (2014) Spatial analysis of land cover changes in eastern Tigray (Ethiopia) from 1965 to 2007: are there signs of a forest transition? Land Degrad Dev 26(7):680–689. doi:10.1002/ldr.2275
Bellot J, Bonet A, Sanchez JR, Chirino E (2001) Likely effects of land use changes on the runoff and aquifer recharge in a semiarid landscape using a hydrological model. Landscape Urban Plan 55(1):41–53. doi:10.1016/s0169-2046(01)00118-9
Beven K (1989) Changing ideas in hydrology - the case of physically-based models. J Hydrol 105(1):157–172. doi:10.1016/0022-1694(89)90101-7
Bewket W, Sterk G (2005) Dynamics in land cover and its effect on stream flow in the Chemoga watershed, Blue Nile basin, Ethiopia. Hydrol Process 19(2):445–458. doi:10.1002/hyp.5542
Brath A, Montanari A, Toth E (2004) Analysis of the effects of different scenarios of historical data availability on the calibration of a spatially-distributed hydrological model. J Hydrol 291(3):232–253. doi:10.1016/j.jhydrol.2003.12.044
Bryan E, Deressa TT, Gbetibouo GA, Ringler C (2009) Adaptation to climate change in Ethiopia and South Africa: options and constraints. Environ Sci Policy 12(4):413–426. doi:10.1016/j.envsci.2008.11.002
Budyko MI (1974) Climate and life. Academic Press, San Diego CA
Chen Z, Chen Y, Li B (2012) Quantifying the effects of climate variability and human activities on runoff for Kaidu River Basin in arid region of northwest China. Theor Appl Climatol 111(3):537–545. doi:10.1007/s00704-012-0680-4
Descheemaeker K, Nyssen J, Poesen J, Raes D, Haile M, Muys B, Deckers S (2006) Runoff on slopes with restoring vegetation: a case study from the Tigray highlands, Ethiopia. J Hydrol 331(1):219–241. doi:10.1016/j.jhydrol.2006.05.015
El Kenawy AM, McCabe MF, Vicente-Serrano SM, López-Moreno JI, Robaa SM (2016) Changes in the frequency and severity of hydrological droughts over Ethiopia from 1960 to 2013. Cuadernos de Investigación Geográfica 42(1):145–166. doi:10.18172/cig.2931
ERDAS (2006) ERDAS field guide. Leica Geosystems Geospatial Imaging, LCC, Norcross
Esser K, Vågen TG, Tilahun Y, Haile M (2002) Soil conservation in Tigray, Ethiopia. Noragric Report No. 5. Agricultural University of Norway
Fenta AA, Yasuda H, Shimizu K, Haregeweyn N, Negussie A (2016) Dynamics of soil erosion as influenced by watershed management practices: a case study of the Agula watershed in the semiarid highlands of northern Ethiopia. Environ Manag 58(5):889–905. doi:10.1007/s00267-016-0757-4
García-Ruiz JM, López-Moreno JI, Vicente-Serrano SM, Lasanta T, Beguería S (2011) Mediterranean water resources in a global change scenario. Earth-Sci Rev 105(3–4):121–139. doi:10.1016/j.earscirev.2011.01.006
Gebreyohannes T, De Smedt F, Walraevens K, Gebresilassie S, Hussien A, Hagos M, Amare K, Deckers J, Gebrehiwot K (2013) Application of a spatially distributed water balance model for assessing surface water and groundwater resources in the Geba basin, Tigray, Ethiopia. J Hydrol 499:110–123. doi:10.1016/j.jhydrol.2013.06.026
Getachew B (2007) Birki integrated watershed management study report. Tigray Bureau of Water Resources, Mekelle
Hadgu G, Tesfaye K, Mamo G, Kassa B (2013) Trend and variability of rainfall in Tigray, northern Ethiopia: analysis of meteorological data and farmers’ perception. J Agric Res 1(6):088–100. doi:10.15413/ajar.2013.0117
Haregeweyn N, Berhe A, Tsunekawa A, Tsubo M, Meshesha DT (2012) Integrated watershed management as an effective approach to curb land degradation: a case study of the Enabered watershed in northern Ethiopia. Environ Manag 50(6):1219–1233. doi:10.1007/s00267-012-9952-0
Haregeweyn N, Tsunekawa A, Nyssen J, Poesen J, Tsubo M, Meshesha DT, Schütt B, Adgo E, Tegegne F (2015a) Soil erosion and conservation in Ethiopia: a review. Prog Phys Geogr 39(6):750–774. doi:10.1177/0309133315598725
Haregeweyn N, Tsunekawa A, Tsubo M, Meshesha DT, Adgo E, Poesen J, Schütt B (2015b) Analyzing the hydrologic effects of region-wide land and water development interventions: a case study of the Upper Blue Nile basin. Reg Environ Change 16(4):951–966. doi:10.1007/s10113-015-0813-2
Hargreaves GH, Samani ZA (1985) Reference crop evapotranspiration from temperature. Appl Eng Agric 1(2):96–99. doi:10.13031/2013.26773
Huang M, Zhang L (2004) Hydrological responses to conservation practices in a catchment of the Loess Plateau, China. Hydrol Process 18(10):1885–1898. doi:10.1002/hyp.1454
Igbokwe KN, Adede J (2001) Integrated watershed management in eastern Tigray, Ethiopia. Midterm Impact Evaluation Report, Nairobi
Kahya E, Kalayci S (2004) Trend analysis of stream flow in Turkey. J Hydrol 289(1):128–144. doi:10.1016/j.jhydrol.2003.11.006
Kendall MG (1975) Rank correlation methods. Charles Griffin, London
Legesse D, Vallet-Coulomb C, Gasse F (2003) Hydrological response of a catchment to climate and land use change in tropical Africa: case study South Central Ethiopia. J Hydrol 275(1):67–85. doi:10.1016/s0022-1694(03)00019-2
Li B, Su H, Chen F, Li H, Zhang R, Tian J, Chen S, Yang Y, Rong Y (2014) Separation of the impact of climate change and human activity on streamflow in the upper and middle reaches of the Taoer River, northeastern China. Theor Appl Climatol 118:271–283. doi:10.1007/s00704-013-1032-8
Lu D, Mausel P, Brondizio E, Moran E (2004) Change detection techniques. Int J Remote Sens 25(12):2365–2407. doi:10.1080/0143116031000139863
Ma Z, Kang S, Zhang L, Tong L, Su X (2008) Analysis of impacts of climate variability and human activity on streamflow for a river basin in arid region of northwest China. J Hydrol 352(3):239–249. doi:10.1016/j.jhydrol.2007.12.022
Ma H, Yang D, Tan SK, Gao B, Hu Q (2010) Impact of climate variability and human activity on streamflow decrease in the Miyun Reservoir catchment. J Hydrol 389(3):317–324. doi:10.1016/j.jhydrol.2010.06.010
Mann HB (1945) Nonparametric tests against trend. Econometrica 13:245–259. doi:10.2307/1907187
Mekuria W, Veldkamp E, Haile M, Nyssen J, Muys B, Gebrehiwot K (2007) Effectiveness of exclosures to restore degraded soils as a result of overgrazing in Tigray, Ethiopia. J Arid Environ 69(2):270–284. doi:10.1016/j.jaridenv.2006.10.009
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. Trans ASABE 50(3):885–900. doi:10.13031/2013.23153
Nyssen J, Poesen J, Gebremichael D, Vancampenhout K, D’aes M, Yihdego G, Govers G, Leirs H, Moeyersons J, Naudts J, Haregeweyn N, Haile M, Deckers J (2007) Interdisciplinary on-site evaluation of stone bunds to control soil erosion on cropland in northern Ethiopia. Soil Tillage Res 94(1):151–163. doi:10.1016/j.still.2006.07.011
Nyssen J, Clymans W, Descheemaeker K, Poesen J, Vandecasteele I, Vanmaercke M, Zenebe A, Camp MV, Haile M, Haregeweyen N, Moeyersons J, Martens K, Gebreyohannes T, Deckers J, Walraevens K (2010) Impact of soil and water conservation measures on catchment hydrological response-a case in north Ethiopia. Hydrol Process 24(13):1880–1895. doi:10.1002/hyp.7628
Prowse TD, Beltaos S, Gardner JT, Gibson JJ, Granger RJ, Leconte R, Peters DL, Pietroniro A, Romolo LA, Toth B (2006) Climate change, flow regulation and land-use effects on the hydrology of the Peace-Athabasca-Slave system; findings from the Northern Rivers ecosystem initiative. Environ Monit Assess 113(1–3):167–197. doi:10.1007/s10661-005-9080-x
Quilbè R, Rousseau AN, Moquet JS, Savary S, Ricard S, Garbouj MS (2008) Hydrological responses of a watershed to historical land use evolution and future land use scenarios under climate change conditions. Hydrol Earth Syst Sci 12(1):101–110. doi:10.5194/hess-12-101-2008
Sneyers R (1975) Sur l’analyse statistique des s´eries d’observations. WMO Tech Note
Sonneveld BGJS, Keyzer MA (2003) Land under pressure: soil conservation concerns and opportunities for Ethiopia. Land Degrad Dev 14(1):5–23. doi:10.1002/ldr.503
Taddese G (2001) Land degradation: a challenge to Ethiopia. Environ Manag 27(6):815–824. doi:10.1007/s002670010190
Taye G, Poesen J, Wesemael BV, Vanmaercke M, Teka D, Deckers J, Haregeweyn N (2013) Effects of land use, slope gradient, and soil and water conservation structures on runoff and soil loss in semi-arid northern Ethiopia. Phys Geogr 34(3):236–259. doi:10.1080/02723646.2013.832098
Van Niel TG, McVicar TR, Datt B (2005) On the relationship between training sample size and data dimensionality: Monte Carlo analysis of broadband multi-temporal classification. Remote Sens Environ 98(4):468–480. doi:10.1016/j.rse.2005.08.011
Wahren A, Feger KH, Schwärzel K, Münch A (2009) Land-use effects on flood generation–considering soil hydraulic measurements in modelling. Adv Geosci 21:99–107. doi:10.5194/adgeo-21-99-2009
Weiß M, Menzel L (2008) A global comparison of four potential evapotranspiration equations and their relevance to stream flow modelling in semi-arid environments. Adv Geosci 18:15–23. doi:10.5194/adgeo-18-15-2008
Xu H, Xu CY, Chen H, Zhang Z, Li L (2013) Assessing the influence of rain gauge density and distribution on hydrological model performance in a humid region of China. J Hydrol 505:1–12. doi:10.1016/j.jhydrol.2013.09.004
Yayneshet T, Eik LO, Moe SR (2009) The effects of exclosures in restoring degraded semi-arid vegetation in communal grazing lands in northern Ethiopia. J Arid Environ 73(4):542–549. doi:10.1016/j.jaridenv.2008.12.002
Zhang L, Dawes W, Walker G (2001) Response of mean annual evapotranspiration to vegetation changes at catchment scale. Water Resour Res 37(3):701–708. doi:10.1029/2000wr900325
Zhang C, Zhang B, Li W, Liu M (2014) Response of streamflow to climate change and human activity in Xitiaoxi river basin in China. Hydrol Process 28(1):43–50. doi:10.1002/hyp.9539
Zheng H, Zhang L, Zhu R, Liu C, Sato Y, Fukushima Y (2009) Responses of streamflow to climate and land surface change in the headwaters of the Yellow River Basin. Water Resour Res. doi:10.1029/2007wr006665
Acknowledgements
The National Meteorology Agency (NMA) and Ministry of Water, Irrigation and Energy (MoWIE) of Ethiopia are gratefully acknowledged for provision of the rainfall and streamflow data used in this study. The first author is grateful to the International Platform for Dryland Research and Education (IPDRE) of Tottori University for offering an overseas travel grant. Thanks are due to Mr. Kidanemariam Birhane (Mekelle University) for his assistance during data collection. The two anonymous reviewers are gratefully acknowledged for providing valuable comments on the earlier version of this paper.
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Fenta, A.A., Yasuda, H., Shimizu, K. et al. Response of streamflow to climate variability and changes in human activities in the semiarid highlands of northern Ethiopia. Reg Environ Change 17, 1229–1240 (2017). https://doi.org/10.1007/s10113-017-1103-y
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DOI: https://doi.org/10.1007/s10113-017-1103-y


