Effects of Climate Change on the Movement of Turbidity Flow in a Stratified Reservoir
- 336 Downloads
- 2 Citations
Abstract
In this study, we investigated the effects of climate change on the movement of the turbidity flow in a stratified reservoir. Reservoir turbidity is primarily caused by the concentration of suspended solids in a watershed. Under the effects of climate change, which increases the frequency and intensity of extreme weather events in the Asian monsoon area, turbidity can be considered to be an essential water quality variable in a reservoir that supplies drinking water. We adopted a two-dimensional hydrodynamic water quality model coupled to a watershed model and used a future climate scenario applied to the Yongdam Reservoir in South Korea. To account for the uncertainty of climate change scenarios and the extent of the variation of both temperature and precipitation, three cases each from the 2050’s and 2090’s were selected for simulation. The simulations predicted that the significance of the summer stratification would produce a vertical circulation lower than 8 m in the warming reservoir of the 2090 scenario in comparison to 15 m in the 2050 scenario. The limited vertical circulation caused the density plume to spread within a depth of 8 m of the reservoir, isolating the upper water with high suspended solid concentrations from the hypolimnetic water. The results of this study provide the optimum horizontal and vertical location of the intake aqueducts to obtain drinking water with low turbidity during extremely heavy rainfall.
Keywords
Climate change Monsoon area Stratified reservoir Turbidity flow Watershed modelNotes
Acknowledgments
This work was supported both by the National Research Foundation of Korea (NRF) grant funded by the Korean government (MSIP) (No. 2009–0083527) and the RP-Grant 2013 funded by Ewha Womans University. In addition, we thank Dr. Byung-Sik Kim at KICT and Prof. Chang-Hoi Ho at Seoul National University, and the Center for Climate/Environment Change Prediction Research (CCCPR) for the supply of future climate simulation data.
References
- Adrian R, O’Reilly CM, Zagarese H, Baines SB, Hessen DO, Keller W, Livingstone DM, Sommaruga R, Straile D, Van Donk E, Weyhenmeyer GA, Winder M (2009) Lakes as sentinels of climate change. Limnol Oceanogr 54:2283–2297CrossRefGoogle Scholar
- Alavian V, Jirka G, Denton R, Johnson M, Stefan H (1992) Density currents entering lakes and reservoirs. J Hydraul Eng ASCE 118(11):1464–1489CrossRefGoogle Scholar
- Allan RP, Soden BJ (2008) Atmospheric warming and the amplification of precipitation extremes. Science 321(5895):1481–1484CrossRefGoogle Scholar
- An KG (2001) Seasonal patterns of reservoir thermal structure and water column mixis and their modifications by interflow current. Korean J Limnol 34:9–19Google Scholar
- An KG, Jones JR (2000) Temporal and spatial patterns in salinity and suspended solids in a reservoir influenced by the Asian monsoon. Hydrobiologia 436:179–189CrossRefGoogle Scholar
- Bartholow J, Hanna RB, Saito L, Lieberman D, Horn M (2001) Simulated limnological effects of the shasta lake temperature control device. J Fluid Mech 434:181–207Google Scholar
- Choi JH, Jeong SA, Park SS (2007) Longitudinal-veritical hydrodynamic and turbidity simulation for prediction of dam reconstruction effects in Asian monsoon area. J Am Water Resour Assoc 43:1–11CrossRefGoogle Scholar
- Chung SW, Gu R (1998) Two-dimensional simulations of contaminant currents in stratified reservoir. J Hydraul Eng ASCE 124:704–711CrossRefGoogle Scholar
- Chung SW, Lee JH, Lee HS, Maeng SJ (2011) Uncertainty of discharge-SS relationship used for turbid flow modeling. J Korea Water Resour Assoc 44:991–1000CrossRefGoogle Scholar
- Davies-Colley RJ, Smith DG (2001) Turbidity, suspended sediment, and water clarity: a review. J Am Water Resour Assoc 37:1085–1101CrossRefGoogle Scholar
- Debnath A, Majumder M, Pal M (2015) A cognitive approach in selection of source for water treatment plant based on climatic impact. Water Resour Manag 29:1907–1919CrossRefGoogle Scholar
- Dietrich WE (2010) Settling velocity of natural particles. Water Resour Res 18(6):1615–1626CrossRefGoogle Scholar
- Elo A, Huttula T, Peltonen A, Virta J (1998) The effect of climate change on the temperature conditions of lakes. Boreal Environ Res 3:137–150Google Scholar
- Ford DE (1990) Reservoir transport process. In: Thornton KW et al (eds) Reservoir limnology: ecological perspectives. John Wiley & Sons, New YorkGoogle Scholar
- Gökbulak F, Serengil Y, Özhan S, Özyuvacı N, Balcı N (2008) Effect of timber harvest on physical water quality characteristics. Water Resour Manag 22:635–649CrossRefGoogle Scholar
- Hostetler SW, Small EE (1999) Response of North American freshwater lakes to simulated future climates. J Am Water Resour Assoc 35:1625–1637CrossRefGoogle Scholar
- Houghton JT, Ding Y, Griggs DJ, Noquer M, Van der Linden PJ, Dai X, Maskell K, Johnson CA (2001) Climate change 2001: the scientific basis. Cambridge Univ. Press, CambridgesGoogle Scholar
- Iglesias C, Martínez Torres J, García Nieto PJ, Alonso Fernández JR, Díaz Muñiz C, Piñeiro JI, Taboada J (2014) Turbidity prediction in a river basin by using artificial neural networks: a case study in Northern Spain. Water Resour Manag 28:319–331CrossRefGoogle Scholar
- Imberger J, Hamblin PF (1982) Dynamics of lakes, reservoirs, and cooling ponds. Annu Rev Fluid Mech 14:153–187CrossRefGoogle Scholar
- Intergovernmental Panel on Climate Change (IPCC) (2007) Climate change 2007: the physical science basis. Cambridge University Press, CambridgeCrossRefGoogle Scholar
- Intergovernmental Panel on Climate Change (IPCC) (2013) Climate change 2013: the physical science basis. Cambridge University Press, CambridgeGoogle Scholar
- Jung S, Jang C, Kim JK, Kim B (2009) Characteristics of water quality by storm runoffs from intensive highland agriculture area in the upstream of Han River basin. J Korean Soc Water Qual 25:102–111Google Scholar
- Kim BS, Kim BK, Kwon HH (2011) Assessment of the impact of climate change on the flow regime of the Han River basin using indicators of hydrologic alteration. Hydrol Process 25:691–704CrossRefGoogle Scholar
- Knowlton MF, Jones JR (1995) Temporal and spatial dynamics of suspended sediment, nutrients, and algal biomass in Mark Twain Lake, Missouri. Arch Hydrobiol 135:145–178Google Scholar
- Kwon HH, Kim BS (2009) Development of statistical downscaling model Using nonstationary Markov Chain. J Korea Water Resour Assoc 42:213–225CrossRefGoogle Scholar
- Lal M, Meehl GA, Arblaster JM (2000) Simulation of Indian summer monsoon rainfall and its intraseasonal variability. Reg Environ Chang 1:163–179CrossRefGoogle Scholar
- Lawler DM, Petts GE, Foster IDL, Harper S (2006) Turbidity dynamics during spring storm events in an urban headwater river system: the upper Tame, West Midlands, UK. Sci Total Environ 360:109–126CrossRefGoogle Scholar
- Lee HW, Kim EJ, Park SS, Choi JH (2012) Effects of the climate change on the thermal structure of lakes in the Asian Monsoon Area. Clim Chang 112:859–880CrossRefGoogle Scholar
- Livingstone DM (2003) Impact of secular climate change on the thermal structure of a large temperature central European lake. Clim Chang 57:205–225CrossRefGoogle Scholar
- Michaud JP (1991) A citizen’s guide to understanding and monitoring lakes and streams. Publ. #94-149. Washington State Dept. of Ecology, Publications Office, OlympiaGoogle Scholar
- Moore ML (1989) NALMS Management Guide for Lakes and Reservoirs. North American Lake Management Society, http://www.nalms.org/
- Mukundan R, Pierson DC, Wang L, Matonse AH, Samal NR, Zion MS, Schneiderman EM (2013) Effect of projected changes in winter streamflow on stream turbidity, Esopus creek watershed in New York, USA. Hydrol Process 27:3014–3023. doi: 10.1002/hyp.9824 CrossRefGoogle Scholar
- Robertson DM, Ragotzkie RA (1990) Changes in the thermal structure of moderate to large sized lakes in response to change in air temperature. Aquat Sci 52:360–380CrossRefGoogle Scholar
- Samal NR, Mazumdar A, Joehnk KD, Peeters F (2009) Assessment of ecosystem health of tropical shallow waterbodies in eastern India using turbulence model. Aquat Ecosyst Health 12(2):215–225CrossRefGoogle Scholar
- Samal NR, Matonse AH, Mukundan R, Zion MS, Pierson DC, Gelda RK, Schneiderman EM (2013) Modelling potential effects of climate change on winter turbidity loading in the Ashokan Reservoir, NY. Hydrol Process 27:3061–3074. doi: 10.1002/hyp.9910 CrossRefGoogle Scholar
- Thornton KW (1990) Perspectives on reservoir limnology. In: Thornton KW et al (eds) Reservoir limnology: ecological perspectives. John Wiley & Sons, New YorkGoogle Scholar
- Wetzel RG (1983) Limnology. W.B. Saunders Co., PhiladelphiaGoogle Scholar
- Whitehead PG, Wilby RL, Butterfield D, Wade AJ (2006) Impacts of climate change on nitrogen in lowland chalk streams: adaptation strategies to minimize impacts. Sci Total Environ 365:260–273CrossRefGoogle Scholar
- Whitehead PG, Wilby RL, Battarbee RW, Kernan M, Wade AJ (2009) A review of the potential impacts of climate change on surface water quality. Hydrolog Sci J 54:101–123CrossRefGoogle Scholar