Fig. 1. Locations of the mountain stream water temperature monitoring sites.
Fig. 2. Box plots of monthly distributions of daily mean air and mountain stream water temperatures of the monitoring sites during observed period. The upper and lower hinges correspond to the first and third quartiles(the 25th and 75th percentiles), respectively. The whiskers extend from the hinges to the highest and lowest values that are within 1.5 (the inter-quartile range). Values beyond the end of the whiskers are outliers and plotted as points. Dashed line represents mean value of total daily mean air and mountain stream water temperatures of the monitoring sites during observed period.
Fig. 3. Daily mean temperature between air and mountain stream water separated to air temperature (a) rising and (b) falling periods.
Fig. 4. Observed and predicted values of daily mean mountain stream water temperature for evaluating the regression equation located in Jinjeop-Eup, Namyangju-Si.
Fig. 5. Distributions of observed and predicted values for monthly mean mountain stream water temperature. Thick and broken lines indicated observed and predicted values, respectively.
Table 1. Mountain stream water temperature on the monitoring sites
Table 2. Daily mean mountain stream water and air temperatures of the monitoring sites during observed period
Table 3. Correlation analysis between mountain stream water temperature and various parameters of air temperature rising and falling periods.
Table 4. Regression equation to predict daily mean mountain stream water temperature using parameters of air temperature rising and falling periods.
References
- An, J. H. and Lee, K. H. (2013). Correlation and hysteresis analysis of air-water temperature in four rivers; Preliminary study for water temperature prediction, Journal of Environmental Policy, 12(2), 17-32. [Korean Literature] https://doi.org/10.17330/joep.12.2.201306.17
- Anh, P. T. Q., Gomi, T., MacDonlad, L. H., Mizugaki, S., Khoa, P. V., and Furuichi, T. (2014). Linkage among land use, macronutrient levels, and soil erosion in northern Vietnam:A plot-scale study, Geoderma, 232-234, 352-362. https://doi.org/10.1016/j.geoderma.2014.05.011
- Becker, M. W., Georgian, T., Ambrose, H., Siniscalchi, K., and Fredrick, K. (2004). Estimating flow and flux of ground water discharge using water, Journal of Hydrology, 296, 221-233. https://doi.org/10.1016/j.jhydrol.2004.03.025
- Bouck, G. R., Chapman, G. A., Schneider, P. W., and Stevens, D. G. (1975). Effects of holding temperatures on reproductive development in adult sockeye salmon (Oncorhynchus Nerka), In 26 th Annual Northwest Fish Culture Conference.
- Cho, H. Y., Lee, K. H., Cho, K. J., and Kim, J. S. (2007). Correlation and hysteresis analysis between air and water temperatures in the Coastal Zone-Masan Bay, Journal of Korean Society of Coastal and Ocean Engineering, 19(3), 213-221. [Korean Literature]
- Crisp, D. T. and Howson, G. (1982). Effect of air temperature upon mean water temperature in streams in the north Pennies and English Lake District, Freshwater Biology, 12(4), 359-367. https://doi.org/10.1111/j.1365-2427.1982.tb00629.x
- Eaton, J. G. and Scheller, R. M. (1996). Effects of climate warming on fish thermal habitat in streams of the United States, Limnology and Oceanography, 41(5), 1109-1115. https://doi.org/10.4319/lo.1996.41.5.1109
- Gomi, T., Sidle, R. C., and Richardson, J. S. (2002). Understanding processes and downstream linkages of headwater systems, Bioscience, 52(10), 905-916. https://doi.org/10.1641/0006-3568(2002)052[0905:UPADLO]2.0.CO;2
- Guenther, S. M., Gomi, T., and Moore, R. D. (2014). Stream and bed temperature variability in a coastal headwater catchment: influences of surface-subsurface interactions and partial-retention forest harvesting, Hydrological Processes, 28, 1238-1249. https://doi.org/10.1002/hyp.9673
- Huang, M., Liang, X., and Leung, L. R. (2008). A generalized subsurface flow parameterization considering subgrid spatial variability of recharge and topography, Journal of Hydrometeorology, 9, 1151-1171. https://doi.org/10.1175/2008JHM936.1
- Jacobsen, D., Schultz, R., and Encalada, A. (1997). Structure and diversity of stream invertebrate assemblages: the influence of temperature with altitude and latitude, Freshwater Biology, 38, 247-261. https://doi.org/10.1046/j.1365-2427.1997.00210.x
- Jun, J. H., Kim, K. H., Yoo, J. Y., Choi, H. T., and Jeong, Y. H. (2007). Variation of suspended solid concentration, electrical conductivity and pH of stream water in regrowth and rehabilitation forested catchments, South Korea, Journal of Korean Forest Society, 96, 21-28. [Korean Literature]
- Kim, S. W., Chun, K. W., Park, C. M., Nam, S. Y., Lim, Y. H., and Kim, Y. S. (2011). The morphologic characteristics of step-pool structures in a steep mountain stream, Chuncheon, Gangwon-do, Journal of Korea Society of Forest Science, 100(2), 202-211. [Korean Literature]
- Lane, R., J., Day, W., Marx, B., Reyes, E., Hyfield, E., and Day, J. N. (2007). The effects of riverine discharge on temperature, suspended sediments, and chlorophyll a in a Misssissippi delta estuary measured using a flow-thorough system, Estuarine and Coastal Shelf Science, 74, 145-154. https://doi.org/10.1016/j.ecss.2007.04.008
- Lee, K. H. (2014). Building a nonlinear relationship between air and water temperature for climate-induced future water temperature prediction, Journal of Environmental Policy, 13(2), 21-37. [Korean Literature]
- Lee, S. Y., Kim, D. W., and Choi, Y. W. (2014). Development of predictive models for the number of potholes using multi regression analysis, Journal of Korean Society of Hazard Mitigation, 14, 1-8. [Korean Literature]
- Mattews, K. R. and Berg, N. H. (1997). Rainbow trout responses to water temperature and dissolved oxygen stress in two southern California stream pools, Journal of Fish Biology, 50, 50-67. https://doi.org/10.1111/j.1095-8649.1997.tb01339.x
- Meyer, J. L., Strayer, D. L., Wallace, J. B., Eggert, S. L., Helfman, G. S., and Leonard, N. E. (2007). The contribution of headwater streams to biodiversity in river networks, Journal of the American Water Resources Association, 43(1), 86-103. https://doi.org/10.1111/j.1752-1688.2007.00008.x
- Meyer, J. L. and Wallace, J. B. (2001). Lost linkages and lotic ecology : Rediscovering small streams In Huntly, M. C., and Levin N. J. eds., Ecology : Achievement and Challenge, Oxford : Blackwell Scientific, 295-317.
- Moore, R. D. (2006). Stream temperature patterns in British Columbia, Canada, based on routine spot measurements, Canadian Water Resources Journal, 31(1), 41-56. https://doi.org/10.4296/cwrj3101041
- Moore, R. D., Spittlehouse, D. L., and Story, A. (2005). Riparian microclimate and stream temperature response to forest harvesting: a review, Journal of the American Water Resources Association, 41, 813-834. https://doi.org/10.1111/j.1752-1688.2005.tb04465.x
- Park, J. S., Kim, K. R., Cho, C. B., Kang, M. S., and Kim, B. J. (2016). Spatio-temporal characteristics of air and water temperature change in the middle reach of the Nakdong River, Journal of Environmental Policy and Administration, 9, 233-253. [Korean Literature]
- Part, J. C. and Lee, H. H. (2000). Variations of stream water quality caused by discharge change, Journal of Korean Forest Society, 89, 342-355. [Korean Literature]
- Piccolroaz, S., Toffolon, M., and Majone, B. (2013). A simple lumped model to convert air temperature into surface water temperature in lakes, Hydrology and Earth System Sciences, 17, 3323-3338. https://doi.org/10.5194/hess-17-3323-2013
- Saila, S., Cheeseman, M., and Poyer, D. (2004). Maximum stream temperature estimation from air temperature data and its relationship to brook trout(Salvelinus fontinalis) habitat requirements in rhode island, Wood Pawcatuck Watershed Association(WPWA):Hope Valley, RI, USA.
- Steel, E. A., Colin, S., and Peterson, E. E. (2016). Spatial and temporal variation of water temperature regimes on the Snoqualmie River network, Journal of the American Water Resources Association, 52(3), 769-787. https://doi.org/10.1111/1752-1688.12423
- Stefan, H. G. and Preud'home, E. B. (1993). Stream temperature estimation from air temperature, Water Resources Research, 29(1), 27-45.
- Stefan, H. G. and Sinokrot, B. A. (1993). Projected global climate change impact on water temperatures in five north central US stream, Climate change, 24, 353-381. https://doi.org/10.1007/BF01091855
- Subehi, L., Fukushima, T., Onda, Y., Mizugaki, S., Gomi, T., Kosugi, K., Hiramatsu, S., Kitahara, H., Kosugi, T., and Terajima, T. (2010). Analysis of stream water temperature changes during rainfall events in forested watersheds, Limnology, 11(2), 115-124. https://doi.org/10.1007/s10201-009-0296-2
- Subehi, L., Fukushima, T., Onda, Y., Mizugaki, S., Gomi, T., Terajima, T., Kosugi, K., Hiramatsu, S., Kitahara, H., Kuraji, K., and Ozaki, N. (2009). Influences of forested watershed conditions on fluctuations in stream water temperature with special reference to watershed area and forest type, Limnology, 10(1), 33-45. https://doi.org/10.1007/s10201-008-0258-0
- Webb, B. W. and Nobilis, F. (1997). Long term perspective on the nature of the air-water temperature relationship: A case study, Hydrological Processes, 11(2), 137-147. https://doi.org/10.1002/(SICI)1099-1085(199702)11:2<137::AID-HYP405>3.0.CO;2-2
- Webb, B. W., Hannah, D. M., Moore, D., Brown, L. E., and Nobilis, F. (2008). Recent advances in stream and river temperature research, Hydrological Processes, 22(7), 902-918. https://doi.org/10.1002/hyp.6994
- Yoon, S. W., Chung, S. W., and Choi. J. K. (2008). Variation of inflow density currents with different flood magnitude in Daecheong Reservoir, Journal of Korea Water Resources Association, 41, 1219-1230. [Korean Literature] https://doi.org/10.3741/JKWRA.2008.41.12.1219