• Economic and Environmental Geology
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• v.36 no.6
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• pp.457-467
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• 2003

Soil Precise Investigation(SPI) for river deposits and farmland soils around Goro abandoned Zn-mine, Korea was performed to assess the pollution level of heavy metals(As. Pb, Cd, Cu) and to estimate the remediation volume for contaminated soils. Total investigation area was about 950000 $m^2$, which was divided into each section of 1500 $m^2$ corresponding to one sampling site and 545 samples for surface soil(0-10cm in depth) and 192 samples for deep soil(10-30cm in depth) from the investigation area were collected for analysis. Concentrations of Cu, Cd, Pb at all sample sites were shown to be lower than Soil Pollution Warning Limit(SPWL). For arsenic concentration, in surface soils, 20.5% of sample sites(104 sites) were over SPWL(6mg/kg) and 6.7%(34 sites) were over Soil Pollution Counterplan Limit(SPCL: 15mg/kg) suggesting that surface soils were broadly contaminated by As. For deep soils, 10.4% of sample sites(18 sites) were over SPWL and 0.6%(1 site) were over SPCL. Four pollution grades for sample locations were prescribed by the Law of Soil Environmental Preservation and Pollution Index(PI) for each soil sample was decided according to pollution grades(over 15.0 mg/kg, 6.00-15.00 mg/kg, 2.40-6.00 mg/kg, 1.23-6.00 mg/kg). The pollution contour map around Goro mine based on PI results was finally created to calculate the contaminated area and the remediation volume for contaminated soils. Remediation area with over SPWL concentration was about 0.3% of total area between Goro mine and a projected storage dam and 0.9% of total area was over 40% of SPWL. If the remediation target concentration was determined to over background level concentration, 1.1% of total area should be treated for remediation. Total soil volume to be treated for remediation was estimated on the assumption that the thickness of contaminated soil was 30cm. Soil volume to be remediated based on the excess of SPWL was estimated at 79,200$m^3$, soil volume exceeding 40% of SPWL was about 233,700 $m^3$, and soil volume exceeding the background level(1.23 mg/kg) was 290,760 TEX>$m^3$.

• Journal of Wetlands Research
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• v.25 no.4
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• pp.306-314
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• 2023

Stream sediments are an important component of water quality management because they are receptors of various pollutants such as heavy metals and organic matters emitted from upland sources and can be secondary pollution sources, adversely affecting water environment. To effectively manage the stream sediments, identification of primary sources of sediment contamination and source-associated control strategies will be required. We evaluated the performance of machine learning models in identifying primary sources of sediment contamination based on the physico-chemical properties of stream sediments. A total of 356 stream sediment data sets of 18 quality parameters including 10 heavy metal species(Cd, Cu, Pb, Ni, As, Zn, Cr, Hg, Li, and Al), 3 soil parameters(clay, silt, and sand fractions), and 5 water quality parameters(water content, loss on ignition, total organic carbon, total nitrogen, and total phosphorous) were collected near abandoned metal mines and industrial complexes across the four major river basins in Korea. Two machine learning algorithms, linear discriminant analysis (LDA) and support vector machine (SVM) classifiers were used to classify the sediments into four cases of different combinations of the sampling period and locations (i.e., mine in dry season, mine in wet season, industrial complex in dry season, and　industrial complex in wet season). Both models showed good performance in the classification, with SVM outperformed LDA; the accuracy values of LDA and SVM were 79.5% and 88.1%, respectively. An SVM ensemble model was used for multi-label classification of the multiple contamination sources inlcuding landuses in the upland areas within 1 km radius from the sampling sites. The results showed that the multi-label classifier was comparable performance with sinlgle-label SVM in classifying mines and industrial complexes, but was less accurate in classifying dominant land uses (50~60%). The poor performance of the multi-label SVM is likely due to the overfitting caused by small data sets compared to the complexity of the model. A larger data set might increase the performance of the machine learning models in identifying contamination sources.

• Proceedings of the Korea Water Resources Association Conference
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• 2006.05a
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• pp.2016-2022
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• 2006

생태계에서 식생의 중요성은 식물이 일차적인 생산자로서의 역할뿐만 아니라 홍수 조절과 토양 등 지형의 여러 가지 환경요인을 변화시킨다. 일정 구간의 식물상과 식생분포는 그 하천의 환경요인과 밀접하게 연관되어 있으며, 환경요인의 변화에 따라 식물상과 식생도 영향을 받게 된다. 특히, 홍수 전 후에는 수중 및 수변에 분포하는 식물들에게 극히 민감하게 작용되고, 그 영향도 광범위하게 나타난다. 자연생태계에 있어 식생의 변화양상은 환경요인의 변화에 따라 달리 형성된다. 즉, 일정지역의 식물상과 식생은 지형, 토양(하상 입경의 크기), 수리 특성 등과 밀접하게 연관되어 있으며 이들 요인이 변하면 식물상과 식생도 영향을 받아 식물군락의 공간적 분포범위가 구별된다. 특히, 하천에서는 유수에 의한 지형 형성 과정이 역동적이며, 유수량과 수위의 계절적 변화가 심하여 식생의 구조, 공간적 분포가 다양하게 나타난다. 우리는 서울의 대표적인 도심 하천 중 하나인 도림천을 대상으로 조사하였다. 도림천을 4구간으로 홍수전($4{\sim}7$월), 홍수 후($8{\sim}10$월)로 나누어 월별로 식생의 분포와 거동특성, 수리 수질적인 특성에 대해 결과를 도출하였으며, 연구 결과를 통해 식생 별 하상입경의 변화와 하상변동, 세굴 및 퇴적 등을 분석하였다.

• Current Research on Agriculture and Life Sciences
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• v.14
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• pp.49-60
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• 1996

In order to evaluate soil factors affecting the growth of Italian poplar, 23 areas planted with Italian poplar were surveyed. These 23 areas were classified into 3 categories, river-side, fallow-land and hill-side. The growth performance and soil factors for each area were investigated. The growth of Italian poplar at river-side was shown to be superior to that of fallow-land and fill-side. The rates of growth for fallow-land and hill-side are decreased by 8% and 21% compared to those of river-side, respectively. This suggests that plantation of Italian poplar at hill-side would not be profitable. Soil conditions of high productive area appeared liquid phase 20%, porosity 45%, water holding capacity 35 - 40%, soil hardness $1kg/cm^3$. pH 6 and rich in organic matter and total nitrogen. The results of factor analysis for soil factors affecting to Italian poplar growth that showed eigenvalue over 1 and communality value over 70% explained factor 1 : liquid phase, porosity and water holding capacity, factor 2 : pH and calcium, and factor 3 : soil hardness. This suggests that physical characteristics of soil is more important than chemical characteristics for Italian poplar growth. Multiregerssion analysis was conducted between diameter growth and soil hardness, liquid phase and calcium. The t-values for each independent variables showed significance at 1 - 10% level, but water holding capacity and pH are not significant. It is supposed that sites suitable to Italian poplar were alluvial plain of sandy loam or part of banking soil, well-ventilating soil, lower soil hardness, apposite soil moisture absorbing with about 100cm of ground water level, plentiful organic matters and total nitrogen and little acidity soil.

• Journal of the Korean Geographical Society
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• v.46 no.1
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• pp.1-19
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• 2011

The physical and chemical characteristics of loess-paleosol sequence in Jeongjang-ri, Geochang basin are examined using the magnetic susceptibility measurement, grain size analysis, OSL age dating, major, rare earth and trace elements analysis. The grain size characteristics of the loess-palesol sequence are obviously different from those of river sediment forming river terrace deposits and the Chinese Loess Plateau. The loess-paleosol sequence consisting of L1, L1LL1, L1S1, L1L2, S1 and L2 from top to bottom is estimated to MIS 2~MIS 6 and the river terrace to MIS 7. The compositions of major, rare earth and trace elements indicate that the sequence show more weathered characteristics than the Chinese Loess Plateau and originated from the Chinese Loess Plateau. These features are in harmony with the previous studies in Korea.

• Journal of the Korean Geographical Society
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• v.44 no.4
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• pp.463-480
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• 2009

The weathering properties and provenance of loess-paleosol sequence deposited on gravel layer of river terrace in Bongdong-eup, Wangju-gun, Jeonbuk Province are examined using soil analysis, magnetic susceptibility measurement, grain size and element analysis. The Bongdong section consists of, from top to bottom, Layer 1(paleosol), Layer 2(loess), Layer 3(paleosol) and the gravel layer of river terrace. The magnetic susceptibility values show the systematic variations in the sequence and the results of grain size analysis reveal that the sequence was deposited by not fluvial or slope process, but eolian process, and that contains finer materials than the Daecheon loess and Chinese Loess Plateau. Among the results of soil analysis, organic contents indicate systematic variations similar to the magnetic susceptibility. The wet soil colors further reflect the characteristics of the sequence rather than the dry soil colors. Based on the analytical results of major and rare earth elements, the eolian materials contained in the sequence were deposited by the materials originated from the areas where the Chinese Loess Plateau has been originated or the reworked materials from the Chinese Loess Plateau, and after the depositions, the materials experienced the intensive chemical weathering under the humid-warm climatic conditions in the Korean Peninsula.

• Proceedings of the Korea Water Resources Association Conference
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• 2016.05a
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• pp.39-39
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• 2016

기후 변화의 수자원 영향 평가에서 전지구모형이 갖는 불확실성이나 이산화탄소 배출 등의 시나리오별 불확실성에 대해서는 많은 연구가 진행되어져 왔으나, 외부의 변화가 아닌 지구 시스템상의 내부 변화에 대한 자연적인 변동성에 대해서는 상대적으로 연구가 미흡한 상태이다. 대표적인 내적 변동성의 예시로 엘리뇨 또는 라니뇨 현상을 들 수 있으며, 일정 영역 해수의 온도 변화에 따른 순환정도가 전세계적으로 큰 영향 (태풍, 가뭄, 홍수 등)을 주는 것을 확인할 수 있었다. 유역에서의 침식 및 퇴적 현상에서도 기후변화에서와 비슷한 내적변동성의 영향이 관찰되어지나, 과거의 대부분의 연구는 외적변동성의 영향에만 집중되어 왔다. 가장 빈번하게 발생하는 예로, 토양 표면의 미묘한 변화 (aggregation, dispersion, shielding, crusting 등)때문에 같은 양의 강우 또는 유출이 발생하는 경우라도 같은 양의 침식량이 발생하지 않는 현상을 들 수 있다. 여기에서 다루어지는 침식량의 '다름'은 같은 지역에서라도 적게는 수십배에서 크게는 수백배까지 예측량이 다를 수 있음을 뜻한다. 이러한 다름이 그동안 수자원/지질학을 연구하는 학자 및 실무자로 하여금 수치모델을 적용하고 예측하는 것을 어렵게 했던 원인이 되었다. 본 연구에서는 기후 변화가 가져올 수자원의 영향 평가를 수행할 것이다. 관심있는 기후변화 변수로서 기온 및 강수량을 시간단위로 상세화할 것이며, 변화한 기후의 영향을 평가할 수자원의 현상으로는 증발산, 토양수분량, 유출량, 하천에서의 수심 및 첨두량, 침식량 등을 고려할 것이다. 물리현상을 모의하기 위해, 유역기반의 수리, 수문, 침식 및 퇴적 현상을 동시에 계산할 수 있는 통합모델을 개발하였고 적용하였다. 여기에서 얻은 결과로부터 내적 변동성이 수자원 현상에 미치는 불확실성을 확률통계적인 기법을 이용하여 정량화할 수 있을 것이다.

• The Korean Journal of Quaternary Research
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• v.20 no.2
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• pp.11-29
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• 2006

A bedrock river is a channel in which bedrock is exposed along the channel bed or walls for at least approximately half of its length. In some case, a continuous alluvial veneer may be present, but this is completely mobilized during floods. From the point of long term landscape evolution during the Quaternary, the bedrock channel determines local base level and the lowering rate of bedrock channels controls the rate of erosion and transport processes and forms on the adjacent hillslopes. In this review, various erosional processes in bedrock river channels are classified and discussed. Especially, theoretical and numerical models on channel bed abrasion with bed load sediment particles are introduced and discussed.

• Economic and Environmental Geology
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• v.35 no.4
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• pp.325-337
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• 2002

We examined the contamination of stream water and stream sediments by heavy metal elements with respect to distance from the abandoned Backun Au-Ag-Cu mine. High contents of heavy metals (Pb, Zn, Cu, Cd, Mn, and Fe) and aluminum in the waters connected with mining and associated deposits (dumps, tailings) reduce water quality. In the mining area, Ca and SO$_4$ are predominant cation and anion. The mining water is Ca-SO$_4$ type and is enriched in heavy metals resulted from the weathering of sulfide minerals. This mine drainage water is weakly acid or neutral (pH; 6.5-7.1) because of neutralizing effect by other alkali and alkaline earth elements. The effluent from the mine adit is also weakly acid or neutral, and contains elevated concentrations of most elements due to reactions with ore and gangue minerals in the deposit. The concentration of ions in the Backun mining water is high in the mine adit drainage water and steeply decreased award to down stream. Buffering process can be reasonably considered as a partial natural control of pollution, since the ion concentration becomes lower and the pH value becomes neutralized. In order to evaluate mobility and bioavailability of metals, sequential extraction was used for stream sediments into five operationally defined groups: exchangeable, bound to carbonates, bound to FeMn oxide, bound to organic matter, and residual. The residual fraction was the most abundant pool for Cu(2l-92%), Zn(28-89%) and Pb(23-94%). Almost sediments are low concentrated with Cd(2.7-52.8 mg/kg) than any other elements. But Cd dominate with non stable fraction (68-97%). Upper stream sediments are contaminated with Pb, and down area sediments are enriched with Zn. It is indicate high mobility of Zn and Cd.

• Proceedings of the Korean Society of Soil and Groundwater Environment Conference
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• 2002.11a
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• pp.3-21
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• 2002

국내의 휴ㆍ폐탄광 수는 2002년 현재 230여 개에 이르고 있다. 이에 따라 갱도, 폐석적치장 및 광산 시설물들은 방치상태로 남게 되며 광해의 주요인자가 되고 있다. 광해현상은 이들로부터 유출되는 산성광산배수(Acid Mine Drainage : AMD), 폐석 및 오염토양의 유실 및 하류부 퇴적, 채굴적 상부 및 인접지역의 지반침하 등이다. AMD는 pH가 6.0 미만이고 총산도(total acidity)가 총알카리도(total alkalinity)를 초과하는 물로서 노천광이 가행되었던 지역, 가행중이거나 휴광 또는 폐광된 광산에서 유출된다. 또한 도로사면 절개부나 지하철 터널에서도 황철석(pyrite)이나 백철석(marcasite)등을 함유하는 층이 공기 중에 노출되면 산성수가 침출되어 나오기도 한다. AMD에 의한 하천수의 오염이 매우 극심하여 때로는 미생물마저도 그 속에 살 수 없게 된다. AMD에 의해 오염된 하천수의 오염범위는 산성수의 양, 농도, 하천에 유입되는 산성수의 분포, 상류에서 흘러드는 오염되지 않은 물의 양, 지류에서 유입되는 물의 양에 따라 좌우된다. AMD 오염이 문제시되고 있는 나라는 미국을 포함하여 호주, 일본, 한국, 러시아, 남아연방 등이다. AMD를 처리하기 위해 여러 기술이 도입 적용되었으며 일부 기술들은 현재도 사용되고 있다. 각 기술마다 일장일단이 있으므로 경비의 과다, 유지 및 관리에 대한 지속성 여부, 공간의 확보 여부, 지역적 특수성에 맞춰 가장 적합한 방법을 채택하여야 하며 꾸준히 채택한 기술의 개량 및 새로운 기술의 첨가가 요구되고 있다. 따라서, AMD 오염지대에 대해 획일적으로 같은 처리방법을 채택하여 사용하는 것보다 각 지역 또는 AMD가 유출되어 나오는 광산폐기물의 특성 등을 고려하여 거기에 맞는 기술들을 복합적으로 또는 단독으로 사용하되 처리방법 채택 시 신중을 기할 것이 요망된다. 우리나라에서도 폐탄광을 복원하기 위하여 여러 시도가 있었으나 시간적, 경제적으로 충분히 고려하지 않아 시행착오을 범하고 있다. 따라서, 복원 대상광산에 대한 실제적인 조사, 평가 및 복구설계의 과정을 예로 들어 적절한 처리과정을 토의하고자 한다.