11th ISE 2016, Melbourne, Australia EFFECT OF TEMPERATURE CHANGE DUE TO THE HYDROPEAKING ON THE PHYSICAL HABITAT Byungwoong Choi Department of Civil & Environmental Engineering, Yonsei University, e-mail:bw628@yonsei.ac.kr, Korea Sung-Uk Choi Department of Civil & Environmental Engineering, Yonsei University, e-mail: schoi@yonsei.ac.kr, Korea ABSTRACT Since the upstream dam releases water only during the period of hydropower generation, the discharge in the downstream reach tends to show fluctuations in a daily scale. The effect of short-term fluctuations of water discharge or hydropeaking on the downstream fish habitat has been studied intensively. Most of them used physical habitat simulations with habitat variables such as flow depth, velocity, and substrate. However, in the assessment of such impact, the role of the water temperature should not be over-sighted. That is, the temperature of water released from the upstream reservoir is likely to be lower in the summer than that of the water in the downstream reach, and vice versa in the winter. The present study assessed the impact of hydropeaking on the downstream fish habitat using the physical habitat simulations with including the water temperature as a habitat variable. The study area is a 2.3 km long reach of the Dal River in Korea, located downstream from the Goesan Dam. Pale chub (Zacco platypus) was selected as the target species and a seven days period in summer was considered for the physical habitat simulations. Hydraulic and water temperature simulation is carried out using Coastal Modeling System (CMS)-Flow model. The Gene Expression Programming (GEP) model is used for the habitat simulation. Simulation results indicate that hydropeaking flows decrease the habitat suitability of the target fish during summer. 1. INTRODUCTION Flows regulated by upstream dams affect the downstream habitat in two different ways. The first is that the upstream dam releases water only during the period of hydropower generations, resulting in the shortterm fluctuations of water discharge. This is called the hydropeaking. The second is the temperature of water released from the upstream dam is likely to be different from that flowing in the downstream reach. That is, in general, water released from the dam is warmer and cooler than that of flowing water in the winter and summer, respectively. Ward and Stanford [1] called this phenomenon thermopeaking. Hydropeaking is known to affect the downstream habitat adversely ([2], [3]). Similarly, thermopeaking has major effects on biotic distributions by stimulating behavioral responses of flora and fauna ([4], [5]). However, most previous studies have not taken into account of thermopeaking in the assessment of hydropeaking flows on the stream habitat ([6], [7], [8]). The purpose of this study was to investigate the impact of short-term fluctuations of water discharge and 11th ISE 2016, Melbourne, Australia temperature on the downstream fish habitat. For this, a 2.3 km long reach located downstream from the Goesan Dam was selected for the study area with Zacco platypus as the target fish. Physical habitat simulations were carried out with including the water temperature for the habitat variable. The CMS-Flow model and GEP model were used for hydraulic and habitat simulations, respectively. The Composite Suitability Index (CSI) distribution and Weighted Usable Area (WUA) under hydropeaking operations were provided and impacts of both hydropeaking and thermopeaking are discussed. 2. STUDY AREA AND RESEARCH METHOD The study area is located downstream from the Goesan Dam. The dam was constructed in 1957 and has a total storage of 1.53x106 m3. At the toe of the dam there is a 2,600 KW power plant, equipped with 2 Francis turbines, producing about 10.8 GWh-year. The study reach is 2.3 km long, extending from the Sujeon Bridge to the Daesu Weir. The reach includes a bend, and the average slope is 1/650. The Goesan Dam, 0.92 km upstream from the Sujeon Bridge, regulates the flow in the study reach. Fish monitoring was carried out, revealing that dominant species in the study area is chub minnow (Zacco platypus), followed by dark chubs (Zacco temmincki) and swiri (Coreoleuciscus splendidus) ([9]). In the present study, the adult minnow was selected as the target life-stage and abundance data was used in the evaluation of the physical habitat. For hydraulic simulation, the CMS (Coastal Modeling System)-Flow model was used. ([10]). The CMSFlow model is based on the 2D shallow water equations for the flow and 2D depth-averaged temperature equation for the water temperature. Gene Expression Programming (GEP) was used for the habitat simulation ([11]). Choi and Choi [11] found that the HSCs by the GEP model are very similar to those by the method of Gosse [12] and the GEP model predicts Habitat Suitability Curves (HSCs) better than the Adaptive Neuro Fuzzy Inference System (ANFIS) model. Furthermore, Choi and Choi (2015) indicated that the GEP model is robust and non-subjective compared the method of Gosse [12]. 3. RESULTS Figure 1(a) and 1(b) show the CSI distributions of Zacco platypus for the normal flow (Q185 = 7.23 m3/s) and for hydropeaking flows, respectively. Figure 1(b) is the CSI distribution averaged over the period of Aug. 24 – Aug. 30, 2009. For this figure, three physical habitat variables such as the flow depth, velocity, and temperature were used in the physical habitat simulation. The average discharge released during this period is 7.02 m3/s, which is similar to the normal flow. Comparisons of the two figures lead to the impact of hydropeaking on the downstream habitat. The hydropeaking operation induces not only short-duration fluctuations in discharge but decreases water temperature below the dam. Consequently, the flow during the hydropeaking operation provides flow depth and velocity smaller than preferred by Pale chub, which prefers the flow depths in the range of 0.3 – 0.5 m and velocities of 0.2 – 0.55 m/s. The range of preferred water temperature by the target species is 20 – 25oC. However the water temperature released by the dam was only 5.5 oC, much lower than the preferred range. Thus, hydropeaking resulted in the decrease of the overall habitat suitability (Figure 1(b)). The inclusion of the water temperature as habitat variable leads to a further decrease of the CSI for the 11th ISE 2016, Melbourne, Australia target species. Two WUAs from the physical habitat simulations with and without inclusion of water temperature as habitat variable are given for the hydropeaking operation during Aug. 24 – Aug. 30, 2009 (Figure 2). WUA increased temporarily during the hydropeaking operation due to the base flow of 0.05 m3/s being too small without hydropeaking flow. However, the WUA during the hydropeaking operations (with temperature) is, in general, smaller than the WUA for the normal flow. Specifically, the WUA for the hydropeaking flows is about 27.3% of the WUA for the normal flow. It is also noteworthy that the physical habitat simulation without the water temperature over-estimates the WUA seriously. This indicates that the water temperature should be included in the habitat variables to see the impact of hydropeaking on the habitat suitability. (a) for the normal flow (b) for the hydropeaking flow (averaged) Figure 1. Distribution of CSI Figure 2. Change of WUA with time 4. CONCLUSIONS Physical habitat simulations were carried out to investigate the impact of both hydropeaking and thermopeaking on downstream fish habitat. A 2.3 km long study reach, located downstream from the Goesan Dam, Korea, was selected, and this study reach showed the dominance of Zacco platypus. The 11th ISE 2016, Melbourne, Australia water temperature was used as a habitat variable as well as the flow depth and velocity. The simulated results indicated that the CSI decreases significantly by hydropeaking of the upstream dam, and the thermopeaking further decreases the CSI in the summer. The WUA due to both hydropeaking and thermopeaking appeared to be seriously decreased in comparison to normal flow conditions. REFERENCES [1] Ward, J.V. and Stanford, J.A. (1979). Ecological factors controlling stream zoobenthos with emphasis on thermal modification of regulated streams. In The ecology of regulated streams (pp. 35-55). Springer US. [2] Bowen, Z.H., Freeman, M.C., and Bovee, K.D. 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