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통계적 경향 분석을 통한 남한강 상류 수계 수질 변동 해석

Analysis of Water Quality Fluctuations in Upstream Namhan River Watershed Using Long-term Statistical Analysis

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주제분류농학

초록

There are fifteen non-point pollution management areas in Korea and three of them (Doam lake, Daegi district and Golji-cheon) are located in theupstream of the Namhan river watershed. Many efforts to reduce non-point sources (NPS) pollution have been conducted, however, water qualitypollution in the watershed is still serious. To solve these problems, it is a priority to grasp water quality using statistical techniques. In this study, atrend analysis was conducted to evaluate the effect of NPS management in the watershed. The long-term trends from 1996 to 2018 of water qualityproperties were analyzed using data collected from the water environment information system. Seventeen monitoring stations were selected along themain stream in Namhan river basin. Monthly water quality properties (BOD, COD, TN, TP, TN/TP ratio, Conductivity, SS and Chlorophyll-a) werecollected and analyzed by Mann-Kendall test and LOWESS. The results showed that the Conductivity tended to increase in all regions and was thehighest level in Jijangcheon. Organic pollution such as BOD and COD tended to increase in the Jungseon area. SS did not show a large tendency,but it showed high concentration in the Doam watershed. In all regions, 40% of water quality properties showed a tendency to ‘UP’, 15% of waterquality properties tended to ‘DOWN’, and 46% indicated no tendency. In order to determine the cause of this, additional research and measures forimprovement are necessary. This study will be used for the establishment of water quality policy in the future.

Abstract

There are fifteen non-point pollution management areas in Korea and three of them (Doam lake, Daegi district and Golji-cheon) are located in theupstream of the Namhan river watershed. Many efforts to reduce non-point sources (NPS) pollution have been conducted, however, water qualitypollution in the watershed is still serious. To solve these problems, it is a priority to grasp water quality using statistical techniques. In this study, atrend analysis was conducted to evaluate the effect of NPS management in the watershed. The long-term trends from 1996 to 2018 of water qualityproperties were analyzed using data collected from the water environment information system. Seventeen monitoring stations were selected along themain stream in Namhan river basin. Monthly water quality properties (BOD, COD, TN, TP, TN/TP ratio, Conductivity, SS and Chlorophyll-a) werecollected and analyzed by Mann-Kendall test and LOWESS. The results showed that the Conductivity tended to increase in all regions and was thehighest level in Jijangcheon. Organic pollution such as BOD and COD tended to increase in the Jungseon area. SS did not show a large tendency,but it showed high concentration in the Doam watershed. In all regions, 40% of water quality properties showed a tendency to ‘UP’, 15% of waterquality properties tended to ‘DOWN’, and 46% indicated no tendency. In order to determine the cause of this, additional research and measures forimprovement are necessary. This study will be used for the establishment of water quality policy in the future.

참고문헌 (24)

  1. Hirsch, R. M., "Techniques of trend analysis for monthly water quality data", Water Resources Research, 18, pp.107~121 (1982)[DOI]
  2. Hirsch, R. M., "A nonparametric trend test for seasonal data with serial dependence", Water Resources Research, 20(6), pp.727~732 (1984)[DOI]
  3. Hirsch, R. M., "Selection of methods for the detection and estimation of trends in water quality", Water Resources Research, 27(5), pp.803~813 (1991)[DOI]
  4. Kendall, M. G., "Rank Correlation Methods" (1975), Griffin
  5. An economic analysis of converting highland agricultural areas into environment-friendly land use for water quality improvement, "Kim, H. N.", Korea Environment Institute, ~, pp.KEI-13 (2018)
  6. 김종건, "대기천 유역에서의 강우기 유량-SS배출 특성 및 원인분석 연구", 한국습지학회지, 21(1), pp.9~15 (2019), 한국습지학회
  7. 김주화, "비모수 통계기법을 이용한 낙동강 수계의 수질 장기 경향 분석", 한국물환경학회지, 20(1), pp.63~71 (2004), 한국물환경학회
  8. Korea Meteorological Administration, "The Korean peninsula climate change prospect analysis", ~ (2018)
  9. 공동수, "하천형 호수인 팔당호의 인 수지", 한국물환경학회지, 34(3), pp.270~284 (2018), 한국물환경학회[DOI]
  10. Statistics Korea, "National agricultural area survey", ~ (2019)
  11. 곽성진, "도암호 유역의 강우시 비점오염물질 유출 특성", 생태와 환경, 45(1), pp.62~71 (2012), 한국수생태학회
  12. 곽성진, "도암호에서 하절기 수질의 장기적인 경향", 생태와 환경, 46(1), pp.128~134 (2013), 한국수생태학회[DOI]
  13. 곽성진, "도암호 유역에서 비점오염물질의 유출부하 특성", 생태와 환경, 51(1), pp.135~147 (2018), 한국수생태학회[DOI]
  14. 이혜원, "비모수 통계기법을 이용한 만경강 유역의 장기간 수질 경향 분석", 한국물환경학회지, 24(4), pp.480~487 (2008), 한국물환경학회
  15. Lettenmaier, D. P., "Multivariate nonparametric tests for trend in water quality", Journal of the American Water Resources Association, 24(3), pp.505~512 (1988)[DOI]
  16. Mann, H. B., "Nonparametric tests against trend", Econometrica, 13(3), pp.245~259 (1945)[DOI]
  17. Ministry of Environment, "Comprehensive countermeasures to reduce non-point pollution in highland fields", ~ (2004)
  18. Medium influence areas water environment management plan in upstream Namhan river, "Ministry of Environment", ~ (2012)
  19. 박성민, "하절기의 집중강우가 남한강 상류수계 수질에 미치는 영향", 생태와 환경, 44(4), pp.373~384 (2011), 한국수생태학회
  20. 류지철, "도암호 유역 비점오염원 관리지역의 흙탕물저감사업추진에 따른 토사유출 저감효과 평가", 환경정책, 26(4), pp.1~19 (2018), 한국환경정책학회[DOI]
  21. Sen, P. K., "Estimates of the regression coefficient based on Kendall’s tau", Journal of the American Statistical Association, 63, pp.1379~1389 (1968)[DOI]
  22. Smith, V. H., "The nitrogen and phosphorus dependence of algal biomass in lakes : An empirical and theoretical analysis", Limnology and Oceanography, 27(6), pp.1101~1112 (1982)[DOI]
  23. 송은숙, "통계적 경향 분석을 통한 영산강의 클로로필 a와 수질 변동 해석", 생태와 환경, 45(3), pp.302~313 (2012), 한국수생태학회
  24. Varol, M., "Assesment of water pollution in the tigris river in diyarbakır, Turkey", Water Practice and Technology, 5(1), pp.wpt2010021~ (2010)[DOI]

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