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한미덕(Mi Deok Han),손지영(Jee Young Son),류지철(Ji Chul Ryu),안기홍(Ki Hong Ahn),김용석(Yong Seok Kim) 大韓環境工學會 2014 대한환경공학회지 Vol.36 No.9
본 연구에서는 진위천 수계내 5개 하천의 13개 지점에서 2013년 1월부터 12월 사이에 조사된 자료를 바탕으로 수질 및 부하량에 미치는 유역 내 오염원의 영향을 평가하였다. 수질과 부하량의 계절별 변화를 평가하기 위해서 크러스컬-월리스 기법(Kruskal-Wallis rank sum test)을 사용하였고 오염원과 유달부하량 사이의 관계를 분석하기 위해서 피어슨 상관분석 기법 (Pearson correlation analysis)을 활용하였다. 부하량의 계절 변동성은 타 수질항목 대비 SS, TN, TOC가 유의수준 1% 이내로 높게 나타났다. 상관성분석에서는 수질항목별로 차이를 보였으나 거주인구와 하수처리장 방류량이 가장 높은 양의 상관계수를 보였으며 이러한 경향성은 하천유량이 적은 봄철과 겨울철에 더 높은 유의성을 나타냈다. 유역내 수질 향상을 위해서는 2012년부터 실시되고 있는 오염총량관리제도와 같은 유역관리제도의 유지 및 하수처리시설과 산업폐수처리시설로부터의 배출수의 적절한 관리가 필요할 것으로 판단된다. We examined the effects of pollutants into sub-basin on the water quality and loading based on data surveyed during January-December 2013 from 13 sites of 5 streams in the Jinwi watershed. We used the contour plot and Kruskal-Wallis rank sum test to analyze seasonal variation of water quality and loading and Pearson correlation analysis to assess the relationships between pollutants and loadings. The significantly higher seasonal variation were SS, TN and TOC as compared to other water quality constituents (P < 0.001). A significant interaction existed between the effects of human population and the effects of discharge of Sewage Treatment Plant (STP) on water quality and loading, especially for the spring and winter seasons. It is necessary to control discharge water of sewage and wastewater from industrial facilities and to make full use of the watershed management system such as TMDLs in operation since 2012 for improvement in stream water quality.
장기적 토지피복 분석을 통한 경안천 유역의 토지이용 특성
한미덕 ( Mi Deok Han ),김지찬 ( Ji Chan Kim ),정욱진 ( Wook Jin Chung ) 한국물환경학회 2011 한국물환경학회지 Vol.27 No.2
The use of land cover was sharply changed during 1975~2007 in the Kyungan watershed (561.12 km2). The changes occurred over an area of more than 227.65 km2 during the overall period at changing rates of 1.04% per year for water area, 1.79% per year for residential area, 2.99% per year for bare area, 3.03% per year for wetland area, 3.04% per year for grass area, 0.87% per year for forest and 2.32% per year for agriculture area. Water, residential, bare and wetland areas increased, while grass, forest and agriculture areas decreased during the last 32 years. BOD concentrations of representative sites for each sub-watershed continuously increased until the early 2000s as residential area increased with the highest discharged load, but decreased after the mid 2000s except upper Kyungan watershed. Such decline appears to be associated with the planning of Total Maximum Daily Load management for Gwangju city and expansion of waste water treatment plant. It is necessary to control land use/cover changes of the upper watershed and to prepare appropriate watershed management system for improvement in river environment including water quality, stream flow and bio-diversity.
광역스케일의 환경 인자를 이용한 어류, 식물, 조류 종수의 공간적 분포에 대한 모델링 -일본의 주요수계를 중심으로-
한미덕 ( Mi Deok Han ),이기배 ( Gi Bae Lee ) 한국환경생태학회 2008 한국환경생태학회지 Vol.22 No.4
본 연구에서는 1990~2005년 사이에 일본전국의 109개의 주요하천유역에서 조사된 어류, 식물, 조류 데이터를 이용하여, 각 생물종의 종수와 기후 및 지형의 환경인자와의 관계를 분석하고 모델링을 수행하였다. 그 결과, 어류, 식물, 조류의 분포는 각각 연평균 기온, 유역면적, 연간 강수량에 의해서 가장 많은 부분이 설명되었다. 또한, 광범위스케일에서의 환경인자데이터를 이용한 각 생물종에 대한 일반화가법모델을 이용하여 일본전국의 하천유역의 각 생물종수의 값을 예측하고 그 값을 지도화하였다. 예측값을 지도화하는 것은 관리자가 생물종의 다양성을 확보하기 위해서 보호해야할 지역을 새롭게 설정하거나, 생물다양성 보호지역의 유효성을 평가하는데 활용될 수 있다. This study analyzed and modeled the relationships between the species richness of fish, plant, and bird and environmental factors such as climatic and geographical variables based on data collected from 109 major drainage systems in Japan from 1990 until 2005. As a result, the most parts of the distributions of the fish, plant, and bird species richness were clarified by the average annual atmospheric temperature, dimension of drainage areas, and annual rainfall, respectively. In addition, this study predicted the value of each organism species distributed in national drainage areas in Japan using GAMs(Generalized Additive Models) for each organism model created by environmental factors on a wide-ranging scale, and also mapped out the value. Mapping out the predicted value could make it easier for its managers to newly set up the areas needing to be protected to obtain diversity of the organism species and to assess their availability of conservation for bio-diversity.
보문 : 일본 서식 외래 담수어종의 서식확률 평가를 위한 통계기법 연구
한미덕 ( Mi Deok Han ),정욱진 ( Wook Jin Chung ) 한국하천호수학회(구 한국육수학회) 2011 생태와 환경 Vol.44 No.2
This study analyzed and modeled the relationships between the probabilities of two exotic species occurrence (i.e. largemouth bass and blue gill) and environmental factors such as climatic and geographical variables using Generalized Additive Models (GAM), Generalized Liner Models and Classification Tree Analysis (CTA). The most moderate occurrence probability of largemouth bass was predicted using GAM with an area under the curve (AUC) of 0.88 and Kappa of 0.42, while those of blue gill was suggested by using CTA with an AVC of 0.92 and Kappa of 0.44. The most significant environmental variable in terms of changes in deviance for both species was the annual air temperature for the occurrence probability. Dams had stronger effect on the occurrence of largemouth bass than blue gill. Model development and prediction for the occurrence probability of fish species and richness are necessary to prevent further spread of exotic fishes such as largemouth bass and blue gill because they can threaten habitats of native river ecosystem through various mechanisms.