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Published in: Water Resources Management 8/2018

25-03-2018

Investigation of the Behavior of an Agricultural-Operated Dam Reservoir Under RCP Scenarios of AR5-IPCC

Authors: Umut Okkan, Umut Kirdemir

Published in: Water Resources Management | Issue 8/2018

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Abstract

In regions where the Mediterranean climate prevails, the agricultural sector and agricultural-operated dam reservoirs are threatened by climate change. In this respect, the prediction of hydro-meteorological changes that may occur in surface water resources under climate change scenarios is essential to examine the sustainability of reservoirs. In this paper, Demirköprü reservoir in the Gediz Basin/Turkey, a reservoir operated for irrigation purposes, was analyzed against the RCP4.5 and RCP 8.5 scenarios specified in the AR5 report of the IPCC. Projection period was evaluated as 2016-2050 water year period. First, statistical downscaling, Bayesian model averaging and quantile delta mapping bias correction techniques were respectively applied to monthly total precipitation and monthly average temperatures of meteorological stations in the region using 12 GCMs. According to RCP4.5 and RCP8.5, negligible reductions in precipitation are foreseen, while significant increases of 1.3 and 1.8 °C, respectively, are projected for temperatures under the same scenarios. Following the calibration of rainfall-runoff models for the sub-basins feeding the reservoir, streamflow simulations were also performed with projected precipitation and temperatures. In particular, according to the RCP 8.5 scenario, reservoir inflows during the period 2016-2050 could be reduced by 21% compared to the reference scenario results. Finally, the projected crop water demands and hydro-meteorological changes are evaluated together and the reservoir performances are examined using various indices. Assuming that the performance of the past irrigation yields will not change in the future, it is foreseen that reservoir’s sustainability will decrease by 16% under the RCP8.5 scenario. Even if the irrigation efficiency is increased by 40%, the reservoir cannot reach past sustainability characteristics.

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Literature
go back to reference Aich V, Liersch S, Vetter T et al (2014) Comparing impacts of climate change on streamflow in four large African river basins. Hydrol Earth Syst Sci 18:1305–1321CrossRef Aich V, Liersch S, Vetter T et al (2014) Comparing impacts of climate change on streamflow in four large African river basins. Hydrol Earth Syst Sci 18:1305–1321CrossRef
go back to reference Akkuzu E, Unal HB, Karatas BS, Avci M, Asik S (2007) General irrigation planning performance of water user associations in the Gediz Basin in Turkey. J Irrig Drain Eng 133(1):17–26CrossRef Akkuzu E, Unal HB, Karatas BS, Avci M, Asik S (2007) General irrigation planning performance of water user associations in the Gediz Basin in Turkey. J Irrig Drain Eng 133(1):17–26CrossRef
go back to reference Brekke LD, Maurer EP, Anderson JD et al (2009) Assessing reservoir operations risk under climate change. Water Resour Res 45:1–16CrossRef Brekke LD, Maurer EP, Anderson JD et al (2009) Assessing reservoir operations risk under climate change. Water Resour Res 45:1–16CrossRef
go back to reference Cannon AJ, Sobie SR, Murdock TQ (2015) Bias correction of GCM precipitation by quantile mapping: how well do methods preserve changes in quantiles and extremes? J Clim 28:6938–6959CrossRef Cannon AJ, Sobie SR, Murdock TQ (2015) Bias correction of GCM precipitation by quantile mapping: how well do methods preserve changes in quantiles and extremes? J Clim 28:6938–6959CrossRef
go back to reference Dibike YB, Gachon P, St-Hilaire A et al (2007) Uncertainty analysis of statistically downscaled temperature and precipitation regimes in Northern Canada. Theor Appl Climatol 91:149–170CrossRef Dibike YB, Gachon P, St-Hilaire A et al (2007) Uncertainty analysis of statistically downscaled temperature and precipitation regimes in Northern Canada. Theor Appl Climatol 91:149–170CrossRef
go back to reference DSİ (2006) Marmara Gölü Fizibilite Raporu (in Turkish, General Directorate of State Hydraulic Works-Marmara Lake Feasibility Report) DSİ (2006) Marmara Gölü Fizibilite Raporu (in Turkish, General Directorate of State Hydraulic Works-Marmara Lake Feasibility Report)
go back to reference Fischer G, Tubiello FN, Velthuizen H, Wiberg DA (2007) Climate change impacts on irrigation water requirements: effects of mitigation, 1990–2080. Technol Forecast Soc Chang 74:1083–1107CrossRef Fischer G, Tubiello FN, Velthuizen H, Wiberg DA (2007) Climate change impacts on irrigation water requirements: effects of mitigation, 1990–2080. Technol Forecast Soc Chang 74:1083–1107CrossRef
go back to reference Fistikoglu O, Okkan U (2011) Statistical downscaling of monthly precipitation using NCEP/NCAR reanalysis data for Tahtali River basin in Turkey. J Hydrol Eng 16:157–164CrossRef Fistikoglu O, Okkan U (2011) Statistical downscaling of monthly precipitation using NCEP/NCAR reanalysis data for Tahtali River basin in Turkey. J Hydrol Eng 16:157–164CrossRef
go back to reference Knutti R, Abramowitz G, Collins M, et al (2010) Good practice guidance paper on assessing and combining multi model climate projections. IPCC Expert Meet Assess Comb Multi Model Clim Proj 15pp Knutti R, Abramowitz G, Collins M, et al (2010) Good practice guidance paper on assessing and combining multi model climate projections. IPCC Expert Meet Assess Comb Multi Model Clim Proj 15pp
go back to reference Koirala S, Hirabayashi Y, Mahendran R, Kanae S (2014) Global assessment of agreement among streamflow projections using CMIP5 model outputs. Environ Res Lett 9(6):1–12CrossRef Koirala S, Hirabayashi Y, Mahendran R, Kanae S (2014) Global assessment of agreement among streamflow projections using CMIP5 model outputs. Environ Res Lett 9(6):1–12CrossRef
go back to reference Kwon W, Baek H, Park E (2010) Probabilistic regional climate change projections using Bayesian model averaging. In: IPCC Expert Meeting on Assessing and Combining Multi Model Climate Projections. Boulder, Colorado, USA, p 69–70 Kwon W, Baek H, Park E (2010) Probabilistic regional climate change projections using Bayesian model averaging. In: IPCC Expert Meeting on Assessing and Combining Multi Model Climate Projections. Boulder, Colorado, USA, p 69–70
go back to reference Li L, Xu H, Chen X, Simonovic SP (2010) Streamflow forecast and reservoir operation performance assessment under climate change. Water Resour Manag 24:83–104CrossRef Li L, Xu H, Chen X, Simonovic SP (2010) Streamflow forecast and reservoir operation performance assessment under climate change. Water Resour Manag 24:83–104CrossRef
go back to reference Loucks DP (1997) Quantifying trends in system sustainability. Hydrol Sci J 42(4):513–530CrossRef Loucks DP (1997) Quantifying trends in system sustainability. Hydrol Sci J 42(4):513–530CrossRef
go back to reference McMahon TA, Adeloye AJ, Sen-Lin Z (2006) Understanding performance measures of reservoirs. J Hydrol 324:359–382CrossRef McMahon TA, Adeloye AJ, Sen-Lin Z (2006) Understanding performance measures of reservoirs. J Hydrol 324:359–382CrossRef
go back to reference Moriasi DN, Arnold JG, Van Liew MW et al (2007) Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Trans ASABE 50:885–900CrossRef Moriasi DN, Arnold JG, Van Liew MW et al (2007) Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Trans ASABE 50:885–900CrossRef
go back to reference Okkan U, Fistikoglu O (2014) Evaluating climate change effects on runoff by statistical downscaling and hydrological model GR2M. Theor Appl Climatol 117:343–361CrossRef Okkan U, Fistikoglu O (2014) Evaluating climate change effects on runoff by statistical downscaling and hydrological model GR2M. Theor Appl Climatol 117:343–361CrossRef
go back to reference Okkan U, Inan G (2015) Statistical downscaling of monthly reservoir inflows for Kemer watershed in Turkey: use of machine learning methods, multiple GCMs and emission scenarios. Int J Climatol 35:3274–3295CrossRef Okkan U, Inan G (2015) Statistical downscaling of monthly reservoir inflows for Kemer watershed in Turkey: use of machine learning methods, multiple GCMs and emission scenarios. Int J Climatol 35:3274–3295CrossRef
go back to reference Okkan U, Kirdemir U (2016) Downscaling of monthly precipitation using CMIP5 climate models operated under RCPs. Meteorol Appl 23:514–528CrossRef Okkan U, Kirdemir U (2016) Downscaling of monthly precipitation using CMIP5 climate models operated under RCPs. Meteorol Appl 23:514–528CrossRef
go back to reference Olesen JE, Bindi M (2002) Consequences of climate change for European agricultural productivity, land use and policy. Eur J Agron 16:239–262CrossRef Olesen JE, Bindi M (2002) Consequences of climate change for European agricultural productivity, land use and policy. Eur J Agron 16:239–262CrossRef
go back to reference Parry ML, Rosenzweig C, Iglesias A et al (2004) Effects of climate change on global food production under SRES emissions and socio-economic scenarios. Glob Environ Chang 14:53–67CrossRef Parry ML, Rosenzweig C, Iglesias A et al (2004) Effects of climate change on global food production under SRES emissions and socio-economic scenarios. Glob Environ Chang 14:53–67CrossRef
go back to reference Raftery AE, Gneiting T, Balabdaoui F, Polakowski M (2005) Using Bayesian model averaging to calibrate forecast ensembles. Mon Weather Rev 133:1155–1174CrossRef Raftery AE, Gneiting T, Balabdaoui F, Polakowski M (2005) Using Bayesian model averaging to calibrate forecast ensembles. Mon Weather Rev 133:1155–1174CrossRef
go back to reference Raje D, Mujumdar PP (2010) Reservoir performance under uncertainty in hydrologic impacts of climate change. Adv Water Resour 33:312–326CrossRef Raje D, Mujumdar PP (2010) Reservoir performance under uncertainty in hydrologic impacts of climate change. Adv Water Resour 33:312–326CrossRef
go back to reference Sachindra DA, Huang F, Barton A, Perera BJC (2014) Statistical downscaling of general circulation model outputs to precipitation-part 2: bias-correction and future projections. Int J Climatol 34:3282–3303CrossRef Sachindra DA, Huang F, Barton A, Perera BJC (2014) Statistical downscaling of general circulation model outputs to precipitation-part 2: bias-correction and future projections. Int J Climatol 34:3282–3303CrossRef
go back to reference Satterthwaite D (2009) The implications of population growth and urbanization for climate change. Environ Urban 21(2):545–567CrossRef Satterthwaite D (2009) The implications of population growth and urbanization for climate change. Environ Urban 21(2):545–567CrossRef
go back to reference Solis SS, McKinney DC, Loucks DP (2011) Sustainability index for water resources planning and management. J Water Res Plan and Manag 137(5):381–390 Solis SS, McKinney DC, Loucks DP (2011) Sustainability index for water resources planning and management. J Water Res Plan and Manag 137(5):381–390
go back to reference Stocker TF, Qin D, Plattner GK, Tignor M, Allen SK, Boschung J (2013) Climate change 2013. The Physical Science Basis. Working Group I Contribution to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change Stocker TF, Qin D, Plattner GK, Tignor M, Allen SK, Boschung J (2013) Climate change 2013. The Physical Science Basis. Working Group I Contribution to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change
go back to reference Vuuren DPV, Edmonds J, Kainuma M, Riahi K, Thomson et al (2011) The representative concentration pathways: an overview. Clim Chang 109:5–31CrossRef Vuuren DPV, Edmonds J, Kainuma M, Riahi K, Thomson et al (2011) The representative concentration pathways: an overview. Clim Chang 109:5–31CrossRef
go back to reference Wilby RL, Dawson CW, Barrow EM (2002) SDSM- a decision support tool for the assessment of regional climate change impacts. Environ Model Softw 17:145–157CrossRef Wilby RL, Dawson CW, Barrow EM (2002) SDSM- a decision support tool for the assessment of regional climate change impacts. Environ Model Softw 17:145–157CrossRef
go back to reference Xu CY, Singh VP (2001) Evaluation and generalization of temperature-based methods for calculating evaporation. Hydrol Process 15:305–319CrossRef Xu CY, Singh VP (2001) Evaluation and generalization of temperature-based methods for calculating evaporation. Hydrol Process 15:305–319CrossRef
go back to reference Zhang L, Potter N, Hickel K et al (2008) Water balance modeling over variable time scales based on the Budyko framework - model development and testing. J Hydrol 360:117–131CrossRef Zhang L, Potter N, Hickel K et al (2008) Water balance modeling over variable time scales based on the Budyko framework - model development and testing. J Hydrol 360:117–131CrossRef
Metadata
Title
Investigation of the Behavior of an Agricultural-Operated Dam Reservoir Under RCP Scenarios of AR5-IPCC
Authors
Umut Okkan
Umut Kirdemir
Publication date
25-03-2018
Publisher
Springer Netherlands
Published in
Water Resources Management / Issue 8/2018
Print ISSN: 0920-4741
Electronic ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-018-1962-0

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