• Ocean and Polar Research
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• 제28권2호
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• pp.129-144
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• 2006

해사채취 지역에서의 저서동물은 채취에 따른 해저퇴적층의 교란 및 부유탁도에 의한 재침전 등의 영향을 직접적으로 받고 있으나, 이에 대한 연구는 매우 적다. 지금까지 대부분의 해사채취의 규모에 따른 저서생태계 변화 및 회복에 대한 연구는 단시간의 소규모 교란에 의해 실시되었으며, 일반적으로 대규모로 이루어지는 해사채취에 따른 생태계 교란을 평가하기에는 많은 어려움이 있다. 그러므로 본 연구에서는 해사채취가 많이 이루어지는 경기만 지역에서, 대량$(70,000m^3)$의 시범 해사채취를 실시하여 저서생태계 군집구조에 미치는 영향을 조사하였다. 저서생태계 조사는 2005년 11월부터 시범채취가 시작되기 전과 채취기간 동안에 실시되었다. 시범채취가 시작되기 전에 출현한 대형저서동물의 종수는 해사채취가 진행되고 있는 주변 지역에서와 비슷하였다. 시범채취 예정 지역(정점 1과 2)에서 단각류 U. grimaldii japonica가 우점했으며, 다차원척도분석에서도 시범채취 예정해역은 하나의 그룹으로 구분되었다. 그러나 시범채취가 시작되면서, 정점 0과 1에서의 종수 및 밀도가 급격히 감소하였다. 특히 이곳에 우점했던 단각류 U. grimaldii japonica가 급격히 감소했으며, 시범채취 2개월 후에 조사된 3차 조사에서는 정점 0과정점 1에서는 출현하지 않았다. 그렇지만, 정점 2에서는 뚜렷한 변화가 나타나지 않았다. 종간의 유사도 분석과 IMD 그리고 rIMD 그리고 P/A ratio분석에서 정점 0과 1에서 변화가 크게 나타났다. 본 연구의 결과, 해사채취의 직접적인 영향은 정점 0과 1에서 나타났으며, 정점 2에서는 직접적인 영향이 나타나지 않았다. 본 연구에서 해사채취에 따른 저서생태계의 영향을 평가하는데 이용한 IMD과 r.IMD및 P/A ratio 분석 결과는 모두 비슷하였으며, 장기간의 모니터링 검증을 통해 생태평가지수의 개발이 필요할 것으로 여겨진다.

• 인지과학
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• 제13권3호
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• pp.33-46
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• 2002

최근 인터넷에는 기존의 데이터베이스 형태가 아닌 일정한 구조를 가지지 않았지만 상당한 잠재적 가치를 지니고 있는 텍스트 데이터들이 많이 생성되고 있다. 고객창구로서 활용되는 게시판이나 이메일, 검색엔진이 초기 수집한 데이터 둥은 이러한 비구조적 데이터의 좋은 예이다. 이러한 텍스트 문서의 분류를 위하여 각종 텍스트마이닝 도구가 개발되고 있으나, 이들은 대개 단순한 통계적 방법에 기반하고 있기 때문에 정확성이 떨어지고 좀 더 다양한 데이터마이닝 기법을 활용할 수 있는 방법이 요구되고 있다. 그러나, 정형화된 입력 데이터를 요구하는 데이터마이닝 기법을 텍스트에 직접 적용하기에는 많은 어려움이 있다. 본 연구에서는 이러한 문제를 해결하기 위하여 전처리 과정에서 텍스트마이닝을 수행하고 정제된 중간결과를 데이터마이닝으로 처리하여 텍스트마이닝에 피드백 시켜 정확성을 높이는 방법을 제안하고 구현하여 보았다. 그리고, 그 타당성을 검증하기 위하여 유해사이트의 웹 컨텐츠를 분류해내는 작업에 적용하여 보고 그 결과를 분석하여 보았다. 분석 결과, 제안방법은 기존의 텍스트마이닝만을 적용할 때에 비하여 오류율을 현저하게 줄일 수 있었다.

• Geomechanics and Engineering
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• 제15권6호
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• pp.1153-1160
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• 2018

Rockbursts, catastrophic events involving the violent release of elastic energy stored in rock features, remain a worldwide challenge for geoengineering. Especially at deep-mining sites, rockbursts can occur in hard, high-stress, brittle rock zones, and the associated risk depends on such factors as mining activity and the stress on surrounding rocks. Rockbursts are often sudden and destructive, but there is still no unified standard for predicting them. Based on previous studies, a new Bayesian multi-index model was introduced to predict and evaluate rockbursts. In this method, the rock strength index, energy release index, and surrounding rock stress are the basic factors. Values from 18 rock samples were obtained, and the potential rockburst risks were evaluated. The rockburst tendencies of the samples were modelled using three existing methods. The results were compared with those obtained by the new Bayesian model, which was observed to predict rockbursts more effectively than the current methods.

• 한국지하수토양환경학회지:지하수토양환경
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• 제18권4호
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• pp.40-49
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• 2013

In the beginning of $20^{th}$ century, the coal mining industry had an important role in Japan at which two-thirds of the coal product came from the Kitakyushu-Chikuho District (KCD). As a consequence of mining activities, land-use condition in this district showed notable changes. This paper presented a study of land-use changes in coal mining area by characterizing land-use pattern transition over the last 100 years. In order to carry out the rigorous analysis of land-use, a series of land-use maps over the last 100 years was developed using geographic information systems (GIS). The historic topographic map and another available old data were used to investigate the long-term changes of land-use associated with past mining within the GIS platform. The results showed that the utilization of a series of developed land-use maps successfully indicated the difference of land-use pattern in the KCD before and after the peak of mining activities. The general findings from land-use analysis described that forest and farm lands were lost and turned into abandoned sites in the last 100 years.

• 한국지하수토양환경학회지:지하수토양환경
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• 제18권5호
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• pp.56-64
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• 2013

After the law has been enacted for the prevention and recovery of mining damage in 2005, efforts of remediation have been started to recover heavy metal contaminated soils in agricultural land near mining sites. As part of an effort, the upper part of cultivation layer has been treated through covering up with clean soil, but the heavy metal contamination could be still spreaded to the surrounding areas because heavy metals may be remained in the lower part of cultivation layers. In this study, the most frequently occurring arsenic (As) contamination was selected to study in agricultural land nearby an abandoned metal mining site. We applied separation technologies considering the differences in the physical characteristics of soil particles (particle size, density, magnetic properties, hydrophobicity, etc.). Based on physical and chemical properties of arsenic (As) containing particles in agricultural lands nearby mining sites, we applied sieve separation, specific gravity separation, magnetic separation, and flotation separation to remove arsenic (As)-containing particles in the contaminated soil. Results of this study show that the removal efficiency of arsenic (As) were higher in the order of the magnetic separation, flotation separation, specific gravity separation and sieve separation.

• Journal of Information Technology Applications and Management
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• 제14권3호
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• pp.137-149
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• 2007

Most of hospitals, especially small-scale hospitals, have tried to get customers through the Internet as what companies have done recently. There are various attempts that increase visits to one's web-site in plastic surgery hospitals. However, in plastic surgery, there have been few studies on which an attribute contributes to increase the number of web-site visit. In order to derive the important attributes on the number of visit, we compared functional attributes of 30 high-visit plastic surgery web-sites with those of 30 low-visit web-sites using statistical and data mining methods. For analysis, three methods have conducted including Multiple Discriminant Analysis (statistical method), Decision Trees (data mining method), and Artificial Neural Network (data mining method). Furthermore, results of each method have been evaluated one another. The result of this study shows that a few attributes like 'Simulating cyber plastic surgery program', 'recommendation of information' explain the number of the visitors between high and low visit web-site. The methodology employed in this study provides an efficient way of improving satisfaction of visitors of plastic surgery website.

• Geomechanics and Engineering
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• 제18권5호
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• pp.545-554
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• 2019

The customary approach used in the blast vibration analysis is to derive empirical relations between the peak particle velocities of blast-induced waves and the scaled distance, and to develop patterns limiting the amounts of explosives. During the periods when excavations involving blasting were performed at sites far from residential areas and infrastructure works, this method based on empirical correlations could be effective in reducing vibrations. However, blasting procedures applied by the fast-moving mining and construction industries today can be very close to, in particular cities, residential areas, pipelines, geothermal sites, etc., and this reveals the need to minimize blast vibrations not only by limiting the use of explosives, but also employing new scientific and technological methods. The conventional methodology in minimizing blast vibrations involves the steps of i) measuring by seismograph peak particle velocity induced by blasting, ii) defining ground transmission constants between the blasting area and the target station, iii) finding out the empirical relation involving the propagation of seismic waves, and iv) employing this relation to identify highest amount of explosive that may safely be fired at a time for blasting. This paper addresses practical difficulties during the implementation of this conventional method, particularly the defects and errors in data evaluation and analysis; illustrates the disadvantages of the method; emphasizes essential considerations in case the method is implemented; and finally discusses methods that would fit better to the conditions and demands of the present time compared to the conventional method that intrinsically hosts the abovementioned disadvantages.

• 연구논문집
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• 통권34호
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• pp.1-10
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• 2004

Landfill Mining is becoming more widely used in many closed landfill sites in the world. Many of existing landfills will be excavated inevitably owing to building the clean environment with the new structures and developing the cities in cramped country. This paper aimed at the introducing the design technology of the trommel screen and its in-site applied performance of the trommel screen system through experiments , which system is under developing by one of the national project and the analysis results of influencing factors to the environment . The result of the theoretical estimation agrees well with the experimental data, so that the sorting system could be able to be applied with the requirements of the purpose of end-items. As a result of the analysis, any hazardous materials including heavy metals met the limitions of the criteria in this experiment. In geotechnical enngineering, it will. desireable to use the sorted soils mixing with another soils in accordance with the requirements of the usages.

• 유기물자원화
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• 제5권1호
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• pp.71-85
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• 1997

현재 우리나라에서 휴 폐광된 광산수는 약 500여개가 넘는 것으로 추정되고 있다. 휴 폐광된 광산은 경관의 저해 및 분진발생, 중금속에 의한 토양, 지하수 및 하천오염, 산성광산 배수의 생선, 지반붕괴 등 안전사고의 위험 등의 환경문제를 안고 있다. 국내에서 조사된 일부 휴 폐광된 금속광산의 오염현황을 보면 폐석 방치, 침출수, 갱내수의 유출, 인근 하천 및 토양의 중금속 오염, 시설물의 붕괴위험을 안고 있는 폐광산이 상당히 발견되고 있다. 휴 폐광된 광산의 관리대책으로서는 법규를 정비하여 토양환경보전법에 광산지역의 토양오염기준 복원기준 등이 설정되어야 한다. 또한 광산폐수, 폐기물을 적절히 처리해야 하며 지반침하대책 및 폐광의 지하공간 활용 등에 관한 연구가 진행되어야한다. 이러한 대책을 추진하기 위해서는 무엇보다도 먼저 휴 폐광에 대한 조사가 선행되어야 하며 오염복원순위의 설정, 재원 및 전문인력의 확충이 필요하다.

• 한국환경농학회지
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• 제33권4호
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• pp.271-281
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• 2014

BACKGROUND: Application of the transfer functions derived from local soil data is necessary in order to develop proper management protocols for agricultural soils contaminated with heavy metals through phytoavailability control of the heavy metals. The aim of this study was to derive the transfer functions of Korean agricultural soils affected by the abandoned mining sites and evaluate suitability of the derived transfer functions. METHODS AND RESULTS: 142 agricultural soils affected by the abandoned mining sites were collected and analyzed. Two extraction methods, including 1 M $NH_4NO_3$ extraction and 0.01 M $Ca(NO_3)_2$ extraction were applied to determine phytoavailable metal pools in soils. Multiple stepwise regression of phytoavailable metal pools against the corresponding total metal concentration and soil properties was conducted to derive suitable transfer functions for estimating phytoavailable heavy metal pools. Applicability of the derived transfer functions was examined by calculating NME and NRMSE. CONCLUSION: Soil pH and organic matter were valid variables for derivation of the transfer functions which were applicable for estimating phytoavailable metal concentrations in the soils being contaminated by heavy metals. In addition, it was confirmed that transfer functions need to be developed based on local soil conditions to accurately estimate heavy metal-phytoavailability.