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Evaluation of Impaired Waterbody and Multivariate Analysis Using Time Series Load Curve -in Jiseok Stream Watershed-

시계열 부하 곡선을 이용한 수체손상 평가 및 다변량 분석 -지석천 유역을 대상으로-

  • Park, Jinhwan (Yeongsan River Environment Research Center, National Institute of Environmental Research) ;
  • Kang, Taewoo (Yeongsan River Environment Research Center, National Institute of Environmental Research) ;
  • Han, Sungwook (Yeongsan River Environment Research Center, National Institute of Environmental Research) ;
  • Baek, Seunggwon (Yeongsan River Environment Research Center, National Institute of Environmental Research) ;
  • Kang, Taegu (Yeongsan River Environment Research Center, National Institute of Environmental Research) ;
  • Yoo, Jechul (Department of Environment Engineering, Kumoh National of Technology) ;
  • Kim, Youngsuk (Yeongsan River Environment Research Center, National Institute of Environmental Research)
  • 박진환 (국립환경과학원 영산강물환경연구소) ;
  • 강태우 (국립환경과학원 영산강물환경연구소) ;
  • 한성욱 (국립환경과학원 영산강물환경연구소) ;
  • 백승권 (국립환경과학원 영산강물환경연구소) ;
  • 강태구 (국립환경과학원 영산강물환경연구소) ;
  • 유제철 (금오공과대학교 환경공학과) ;
  • 김영석 (국립환경과학원 영산강물환경연구소)
  • Received : 2017.08.10
  • Accepted : 2017.09.27
  • Published : 2017.11.30

Abstract

In this study, pollutant emission characteristics by water damage period analyzed 11 items (water temperature, pH, DO, EC, BOD, COD, TOC, SS, T-N, T-P and flow) with load duration curve, time series load curve and factor analysis for three years (2014-2016). Load duration curve is applied to judge the level of impaired waterbody and estimate impaired level by pollutants such as BOD and T-P in this study depending on variation of stream flow. Water quality standard exceeded the flow of mid-range and low-range by flow condition evaluation using load duration curve. This watershed was influenced by point source more than non-point source. Cumulative excess rate of BOD and T-P kept water quality standard for all seasons (spring, summer, autumn and winter) except BOD 59% in spring. Water quality changes were influenced by pollutants of basic environmental treatment facilities and agricultural areas during spring and summer. Results of factor analysis were classified commonly first factor (BOD, COD, and TOC) and second factor (flow, water temperature and SS). Therefore, effects of artificial pollutants and maintenance water must be controlled seasonally and reduced relative to water damage caused by point pollution sources with effluent standard strengthened in the target watershed.

Keywords

References

  1. Baker, A. (2003). Land Use and Water Quality, Hydrological Process, 17, 2499-2501. https://doi.org/10.1002/hyp.5140
  2. Cheong, E. J., Kim, H. T., Kim, Y. S., and Shin, D. S. (2016). Application of the Load Duration Curve (LDC) to Evaluate the Rate of Achievement of Target Water Quality in the Youngsan.Tamjin River Watersheds, Journal of Korean Society on Water Environment, 32(4), 349-356. [Korean Literature] https://doi.org/10.15681/KSWE.2016.32.4.349
  3. Choi, D. H., Jung, J. W., Lee, K. S., Choi, Y. J., Yoon, K. S., Cho, S. H., Park, H. N., Lim, B. J., and Chang, N. I. (2012). Estimation of Pollutant Load Delivery Ratio for Flow Duration Using L-Q Equation from the Oenam-cheon Watershed in Juam Lake, Korean Journal of the Environmental Sciences, 21(1), 31-39. [Korean Literature] https://doi.org/10.5322/JES.2012.21.1.31
  4. Cleland, B. R. (2003). TMDL Development from the "Bottom up"-part III: Duration Curve and Wet Weather Assessment, National TMDL Science and Policy 2003-WEF Specialty Conference, Chicago, IL.
  5. Jang, J. H., Lee, H. J., Kim, H. K., Park, J. H., Kim, J. H., and Rhew, D. H. (2010). Improvement of Water Quality and Streamflow Monitoring to Quantify Point and Nonpoint Source Pollutant Loads, Journal of Korean Society on Water Environment, (26)5, 860-870. [Korean Literature]
  6. Jeollanam-do. (2015). The Third Stage Basic Plan of Jeol-lanam-do TMDL in Yeongsan River, Jeollanam-do, 7.4-7.5 [Korean Literature]
  7. Jung, J. W., Lim, B. J., Cho, S. H., Choi, J. H., Song, K. D., Ha, D. W., Kim, H. S., Park, S. H., Hwang, T. H., Jung, S. J., Lee, D. J., and Kim, K. S. (2012). The Influence of Land Use on Water Quality in the Tributary of the Yeongsan River Basin, Korean Journal of Limnology, 45(4), 412-419. [Korean Literature] https://doi.org/10.11614/KSL.2012.45.4.412
  8. Jung, J. W., Yoon, K. S., Joo, S. H., Choi, W. Y., Lee, Y. W., Rhew, D. H., Lee, S. W., and Chang, N. I. (2009). Estimation of Pollutant Loads Delivery Ratio by Flow Duration Using Regression Equation in Hwangryong A Watershed, Proceedings of the Journal of Korean Society of Agricultural Engineers, Korean Society of Agricultural Engineers, 51(6), 25-31. [Korean Literature]
  9. Jung, K. Y., Kim, H. T., Kim, S. S., Kim, S., Shin, D. S., and Kim, G. H. (2017). Application of the Load Duration Curve (LDC) to Evaluate the Achievement Rate of Target Water Quality in the Nakdong River Unit Watersheds, Journal of Environmental Science International, 26(4), 433-445. [Korean Literature] https://doi.org/10.5322/JESI.2017.26.4.433
  10. Jung, S. J., Kim, K. S., Seo, D. J., Kim, J. H., and Lim, B. J. (2013). Evaluation of Water Quality Characteristics and Grade Classification of Yeongsan River Tributaries, Journal of Korean Society on Water Environment, 29(4), 504-513. [Korean Literature]
  11. Kim, D. W., Jang, M. J., Park, J. H., and Han, I. S. (2013). Determination of Important Parameter Control Term for Paldang Lake Water Quality Management Using Load Duration Curves, Journal of Korean Society on Water Environment, 29(6), 762-776. [Korean Literature]
  12. Kim, E. K., Ryu, J. C., Kim, H. T., Kim, Y. S., and Shin, D. S. (2015). Application of the Load Duration Curve (LDC) to Evaluate the Achievement Rate of Target Water Quality in the Han-River Watersheds, Journal of Korean Society on Water Environment, 31(6), 732-738. [Korean Literature] https://doi.org/10.15681/KSWE.2015.31.6.732
  13. Kim, H. C., Yoon, C. G., Jung, K. W., and Jang, J. H. (2004). Analysis of Correlation among the Pollutant Concentrations in Stream to the Estuary Reservoir, Proceedings of the 2004 Co-Conference of Korean Society on Water Environment and Korean Society of Water and Wastewater, Korean Society on Water Environment and Korean Society of Water and Wastewater, 62-71. [Korean Literature]
  14. Kim, J. S., Kim, S. J., Oh, K. Y., Oh, S. Y., Kim, J. S., and Jeong, Y. H. (2003). Outflow Loads of Total Nitrogen, Total Phosphorus, and COD in Mountain Stream Water, Journal of Korea Water Resources Association, 36(5), 787-797. [Korean Literature] https://doi.org/10.3741/JKWRA.2003.36.5.787
  15. Kim, J. S., Oh, S. Y., Kim, K. S., and Kwun, S. K. (2001). Characteristics of Pollutants Concentrations at Paddy Field Areas during Irrigation Periods, Journal of The Korean Society of Agricultural Engineers, 43(6), 163-173. [Korean Literature]
  16. Kim, M. A., Lee, J. K., and Zoh, K. D. (2007). Evaluation of the Geum River by Multivariate Analysis : Principal Component Analysis and Factor Analysis, Journal of Korean Society on Water Environment, 23(1), 161-168. [Korean Literature]
  17. Kim, T. G. (2006). Variational Characteristics of Nutrient Loading in Inflow Streams of the Yongdam Reservoil Using Flow-Loading Equation, Joumal of Environmental Impact Assessment, 15(2), 129-138. [Korean Literature]
  18. Korea Meteorological Administration (KMA). (2017). Gwangju Regional Meteorological Office (GRMO), http://web.kma.go.kr/aboutkma/intro/gwangju (accessed Jul. 2017).
  19. Lee, H. J., Kong, D. S., Kim, S. H., Shin, K. S., Park, J. H., Kim, B. I., Kim, S. M., Jang, S. H., and Cheon, S. U. (2007). Investigation on Water Quality Variation Characteristics during Dry Season in Namhan River Drainage Basin, Journal of Korean Society on Water Environment, 23(6), 889-896. [Korean Literature]
  20. Ministry of Environment (ME). (2004). Su-jil-o-yeom-chongryang-gwan-ri-eop-mu-pyeon-lam. [A Handbook of Total Maximum Daily Loads], Ministry of Environment, 1-69. [Korean Literature]
  21. Ministry of Environment (ME). (2014). Su-gil-o-yeom-Gong-Jeong-si-Hum-Gi-Jun, Ministry of Environment. [Korean Literature]
  22. Ministry of Land, Infrastructure and Transport (MOLT). (2004). Hydrological observation Manual, Ministry of Land, Infrastructure and Transport. [Korean Literature]
  23. Ministry of Land, Infrastructure and Transport (MOLT). (2017). Yeongsan River Flood Control Office, http://www.yeongsanriver.go.kr (accessed Jul. 2017).
  24. Ngoye, E. and Machiwa, J. F. (2004). The Influence of Lan-duse Patterns in the Ruvu River Watershed on Water Quality in the River System, Physics and Chemistry of the Earth, 29, 1161-1166. https://doi.org/10.1016/j.pce.2004.09.002
  25. Oh, K. Y., Kim, S. J., and Oh, S. Y. (2009). Behavior of Nutrients in Runoff Water from a Small Rural Watershed, Journal of the Korean Society of Agricultural Engineers, 51(2), 51-57. [Korean Literature] https://doi.org/10.5389/KSAE.2009.51.2.051
  26. Park, J. D. and Oh, S. Y. (2012). Methodology for the Identification of Impaired Waters Using LDC for the Management of Total Maximum Daily Loads, Journal of Korean Society on Water Environment, 28(5), 693-703. [Korean Literature]
  27. Park, J. H. (2015). A Study on Selection of Joint Control Watersheds by Statistical Cluster Analysis, Master's Thesis, Chonnam National Uni-versity, Gwangjo, Korea, 1-50. [Korean Literature]
  28. Park, J. H., Jung, J. W., Kim, D. Y., Kim, K. S., Han, S. W., Kim, H. O., and Lim, B. J. (2013). Water Quality Characteristics of the Major Tributaries in Yeongsan and Sumjin River Basin Using Ststistical Analysis, Joumal of Environmental Impact Assessment, 22(2), 171-181. https://doi.org/10.14249/eia.2013.22.2.171
  29. Park, J .H., Kim, K. S., Jung, J. W., Hwang, K. S., Moon, M. J., Ham, S. I., and Lim, B. J. (2013). Water Quality Characteristics Evaluation by Flow Conditions Using Load Duration Curve -in Youngbon Awatershed-, Joumal of Environmental Impact Assessment, 22(4), 319-327. [Korean Literature] https://doi.org/10.14249/eia.2013.22.4.319
  30. Park, J. H., Kim, K. S., Hwang, K. S., Lee, Y. W., and Lim, B. J. (2013). Application of Load Duration Curve and Estimation of Delivery Ratio by Flow Durations Using Discharge-Load Rating Curve at Jiseok Stream Watershed, Journal of Korean Society on Water Environment, 29(4), 523-530. [Korean Literature]
  31. Park, J. H., Lim, B. J., Jung, J. W., Kim, D. Y., Oh, T. Y., Lee, D. J., and Kim, K. S. (2012). Characteristics of the Pollutants Runoff on the Tamjin A and B Watershed with Discharge Variation, Journal of Environmental Impact Assessment, 21(6), 917-925. [Korean Literature] https://doi.org/10.14249/EIA.2012.21.6.917
  32. Park, J. H., Moon, M. J., and Kim, K. S. (2014). Analysis of Relationship Between Water Quality Parameters with Land Use in Yeongsan River Basin, Joumal of Environmental Impact Assessment, 23(1), 19-27. [Korean Literature] https://doi.org/10.14249/eia.2014.23.1.19
  33. Park, J. H., Sohn, S. M., and Rhew, D. H. (2011). A Study on the Discharged Characteristics of the Pollutants Using the Empirical Equation and Factor Analysis-Case Study of the Upper and Lower Watershed of South Han River, Journal of Korean Society on Water Environment, 27(6), 905-913. [Korean Literature]
  34. Shon, T. S., Joo, J. S., Park, J. B., and Shin, H. S. (2011). TMDL Evaluation of Nakdong River Basin Using Load Duration Curve and Streamflow-Load Rating Curve, Journal of the Korean Society of Civil Engineers, 31(5), 475-481. [Korean Literature]
  35. U. S. EPA. Office of Watlands, Oceans & Watersheds (U. S. EPA). (2006). An Approach for Using Load Duration Curve in the Deve-lopment of TMDLs, U. S. EPA. Office of Watlands, Oceans & Watersheds.
  36. Yun, S. Y., Ryu, J. N., and Oh, J. I. (2013). Water quality Management Measures for TMD L Unit Watershed Using Load Duration Curve, Journal of Korean Society of Water and Wastewater, 27(4), 429-438. [Korean Literature] https://doi.org/10.11001/jksww.2013.27.4.429