DOI QR코드

DOI QR Code

Prediction of Water Quality at the Inlet of Saemangeum Bay by using Non-point Sources Runoff Simulation in the Mankyeong River Watershed

만경강 유역의 비점오염물질 유출모의를 통한 새만금 만 유입부의 수질 예측

  • 류범수 (수원대학교 토목공학과.하천환경기술연구소) ;
  • 이채영 (수원대학교 토목공학과.하천환경기술연구소)
  • Received : 2013.11.12
  • Accepted : 2013.12.11
  • Published : 2013.12.15

Abstract

This study was carried out to forecast the flow rate and water quality at the inlet of the Saemangeum bay in Korea using the SWMM(Storm Water Management Model) and the WASP(Water Analysis Simulation Program), and to analyze the impacts of pollutant loading from non-point source on the water quality of the bay. The calibration and validation of flow rate and water quality were performed using those from two monitoring points in the Mankyeong river administrated by Korean Ministry of Environment as part of the national water quality monitoring network. When the river flow rate was calibrated and validated using the rainfall intensities during 2011-2012, $R^2$ (i.e., coefficient of determination) was ranged from 0.91 to 0.96. For water qualities, it was shown that $R^2$ of BOD(Biochemical Oxygen Demand) was ranged from 0.56 to 0.86, and $R^2$ of T-N(Total Nitrogen) was from 0.64 to 0.75, and $R^2$ of T-P(Total Phosphorus) was from 0.67 to 0.89. The integrated modeling system showed significant advances in the accuracy to estimate the water quality. Finally, further simulations showed that annual average flow of the river running into the bay was estimated to be $1.439{\times}10^9m^3/year$. The discharged load of BOD, T-N, and T-P into the bay were anticipated to be 618.7 ton/year, 331.5 ton/year, and 40.4 ton/year, respectively.

Keywords

References

  1. Gunsan City (2012) Gunsan Statistical Year Book, pp. 40-43, Gunsan City.
  2. Iksan City (2012) Iksan Statistical Year Book, pp. 50-63, Iksan City.
  3. Jeon, J . H., Chung, S. W., Park, H. S. and Jang, J. R. (2011) Evaluation of EFDC for the simulations of water quality in saemangeum reservoir, Journal of Korean Society on Water Quality, 27(4), pp. 445-460.
  4. Jeonju City (2012) Jeonju statistical year book, pp. 44-49, Jeonju City.
  5. Jung, J . Y., Shin, Y. R., Choi, J. H., Choi, I. K., Yoon, C. G. and Son, Y. K. (2011) Characteristics of pollutant loads in saemangeum watershed Using HSPF, Journal of Korean National Committeeon Irrigation and Drainage, 18(2), pp. 54-65.
  6. Kim, J . H., Shin, D. S. and Kwun, S. K. (2007) Modification of WASP5 for ungauged watershed management and its application, Journal of Korean Agricultural and Forest Meteorology, 9(1), pp. 29-36. https://doi.org/10.5532/KJAFM.2007.9.1.029
  7. Kimje City (2012) Kimje statistical year book, pp. 40-65, Kimje City.
  8. Korea Meteorological Administration(2011). http://www.kma.go.kr
  9. Korea Meteorological Administration(2012). http://www.kma.go.kr
  10. Lee, D . J., Yoon, H. S., Sun, S. W., Kwak, S. D. and Lee, D. H. (2004) Optimal sizing of CSOs storage tank by stormwater simulation modeling(II) - Design of storage tank for first flush -, Journal of Korean Society of Environmental Engineers, 26(3), pp. 370-380.
  11. Lee, E . J., Kang, D. K., Shin, H, S. and Kyung, J. C. (2005) Runoff characteristics and nonpoint source pollution loads in an urban watershed using SWMM model, Proceedings of the 2005 Fall Co-Conference of the Korean Society on Water Environment and Korean Society of Water and Wastewater, Korean Society on Water Environment and Korean Society of Water and Wastewater, pp. 91-97.
  12. Lee, J . T. (2006) Do-Si-Yoo-Chul Su-Jil-He- Seok-Mo-Hyeong-Ui Sil-Moo-Juk-Yong Mit Ye-Je, pp. 9-12, Urban Flood Disaster Management Research Center.
  13. Lee, J. Y., Jang, S. H. and Park, J. S. (2008) Application of SWMM for Management of the Non-point Source in Urban Area- Case Study on the Pohang City-, Journal of Environmental Health Sciences, 34(3), pp. 247-254. https://doi.org/10.5668/JEHS.2008.34.3.247
  14. Lee, K . B., Kim, J. C., Kim, J. G., Lee, D. B., Park, C. W. and Kim, J. D. (2005) Assessment of pollutant loads for water enhancement in the mankyeong river, Korean Journal of Environmental Agriculture, 24(2), pp. 83-90. https://doi.org/10.5338/KJEA.2005.24.2.083
  15. Ministry of Environment (MOE). (2008) Bi-jumo-yeom jeo-gam-si-seol-ui seol-chi mit gwan-ri.woon-young me-nu-al, pp. 17-18, Ministry of Environment.
  16. Ministry of Environment (MOE). (2007) Hwan- Kyeong-Young-Hyang-Ye-Chuk-Mo- Del Hwal-Yong-Ji-Chim Ma-Lun-Ul We-Han Yeon-Gu, p. 90.
  17. National Institute of Environmental Research (NIER) (2006) Al-gi-si-woon su-ri.sujil mo-del-ling, pp. 79-81, National Institute of Environmental Research.
  18. National Institute of Environmental Research (NIER) (2012) Guideline of total pollutant to stream managemenet, pp. 44-45, National Institute of Environmental Research.
  19. Seo, D . I. and Fang, T. H. (2012) Application of automatic stormwater monitoring system and SWMM model for estimation of urban pollutant loading during storm events, Journal of Korean Society of Environmental Engineers, 34(6), pp. 373-381. https://doi.org/10.4491/KSEE.2012.34.6.373
  20. Wanju -Gun (2012) Wanju statistical year book, pp.46-51, Wanju-Gun.
  21. Water Information System (2011). http://water. nier.go.kr.
  22. Water Information System (2012). http://water. nier.go.kr.
  23. Yoon, C. G. and Ham, J. H. (2000) Prediction of water quality in estuarine reservoir using SWMM and WASP5, Journal of Korean Society of Environmental Agriculture, 19(3), pp. 252-258.
  24. Lai, Y. C., Yang, C. P., Hsieh, C. Y., Wu, C. Y. and Kao, C. M. (2011) Evaluation of non-point source pollution and river water quality using a multimedia two-model system, Journal of Hydrology, 409(3-4), pp. 583-595. https://doi.org/10.1016/j.jhydrol.2011.08.040
  25. Ouyang, W., Guo, B., Hao, F., Huang, H., Li, J. and Gong, Y. (2012) Modeling urban storm rainfall runoff from diverse underlying surfaces and application for control design in Beijing, Journal of Environmental Management, 113(30), pp. 467-473. https://doi.org/10.1016/j.jenvman.2012.10.017
  26. Rossman, L. A. (2004) Storm water management model user's manual version 5.0, pp. 1-2, U.S. EPA.
  27. Zhang, M. L. and Shen, Y. M. (2008). Development and application of a eutrophication water quality model for river networks, Journal of Hydrodynamics, 20(6), pp. 719-726. https://doi.org/10.1016/S1001-6058(09)60007-X

Cited by

  1. Effects of controlling plans of non-point pollutant sources in dongcheon of Ulsan vol.28, pp.3, 2014, https://doi.org/10.11001/jksww.2014.28.3.265
  2. 만경강 본류의 어류 트로픽 길드, 오염 내성도 및 다변수 생태건강도에 대한 화학적 수질영향 vol.37, pp.1, 2013, https://doi.org/10.11626/kjeb.2019.37.1.008
  3. 낙동강수계 물환경측정망 자료를 이용한 비모수적 수질 경향 비교 및 분석 vol.29, pp.1, 2013, https://doi.org/10.14249/eia.2020.29.1.61