• Economic and Environmental Geology
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• 제57권5호
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• pp.529-537
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• 2024

Mineral composition used to identify the sedimentary environment can be obtained through X-ray diffraction (XRD) analysis. However, due to time constraints for analyzing a large number of samples, a machine learning-based mineral composition analysis model was developed. This model demonstrated reasonable reliability for samples with usual compositions but showed poor performance for unusual samples. Consequently, a clustering model has recently been developed to classify the unusual samples, allowing experts to handle. The purpose of this study is to examine the applicability of the clustering model, developed using XRD data from the Ulleung Basin in previous study, using samples from different regions. Research data consist of intensity profile from XRD experiment and its mineral composition analysis for a total of 54 sediment samples from the Korea Plateau, located northwest of the Ulleung Basin. Because the intensity of samples in the Korea Plateau comprises 7,420 values (3.005-64.996°), differing from 3,100 values (3.01-64.99°) of samples in the Ulleung Basin, linear interpolation was used to align the input feature. Then, min-max scaler was applied to intensity profile for each sample to preserve the trend and peak ratio of the intensity. Applying the clustering model to the 54 preprocessed intensity profiles, 35 samples and 19 samples were classified into expert and machine learning groups, respectively. For machine learning group, false positive was zero among the 19 samples. This means that the clustering model can increase reliability in when mineral composition from machine learning model because unusual sample did not belong to the machine learning group. For the 35 samples in expert group, the 31 samples were classified as false negative (FN). It means that although machine learning model can properly analyze these samples, they were assigned to expert group. However, when these FN samples were analyzed using machine learning based composition analysis model, a high mean absolute error of 2.94% was observed. Therefore, it is reasonable that the samples were assigned to expert group.

• Journal of The Geomorphological Association of Korea
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• 제20권3호
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• pp.55-63
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• 2013

The study deals with the geochemical analyses on the stratigraphy and sedimentation of the paleofluvial outcrop under Jeongok basalt layer in Chugaryeong Rift Valley. The results of field survey and analysis show that the paleofluvial sand and gravel layers had been constructed before the arrival of basaltic lava in Jeongok area of Hantan River valley in central Korea. XRF, for the main elements analysis, results present that JG2-3, a test sample from basalt weathering layer, has different characteristics from 5 other samples in the aspects of chemical weathering levels. ICP-MS, for analysis of the rare earth elements analysis, estimates that gravel layer, in the lowest part of the outcrop, had been originated from pre-lava bedrocks near the upper reach of the Hantan River, so the layer is almost not related to basalt layers. Finally, the OSL dating results in paleofluvial sedimentation had been in process until nearly 40,000 BP, before formation of lava plateau in the Jeongok area.

• Journal of The Geomorphological Association of Korea
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• 제17권1호
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• pp.1-14
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• 2010

This paper deals with the classification and distribution of geomorphic surfaces and analysis on effects of geomorphic processes on the landforms in the inaccessable DMZ (Demilitarized Zone) to Wonsan Bay of East Sea coast of Chugaryeong Rift Valley, Central Korea. DEM (Digital Elevation Model) and Landsat images are used for the above anlaysis. The geomorphic surfaces are classified by TPI (Topographical Position Index) for the analysis of the convexity and concavity calculated using topographical elements such as elevation, steepness, and relief. In the Chugayreong Valley, 10 geomorphic surfaces are classified as steep valley, shallow valley, upland drainage, U-shaped valley, plain, open slope, upper slope, local ridge, midslope ridge, and high ridge. Zonal Statistics presents average characteristics of geomorphological processes of surfaces by the relationships between bedrock and relief, surface and relief, and between surface and NDVI. So, these analysis can help to understand geomorphological process such as dissection of lava plateau and watershed divide evolution.

• Korean Journal of Soil Science and Fertilizer
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• 제17권4호
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• pp.343-348
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• 1984

Variation of soil properties within mapping unit of lava plain soils was statistically summarized. Properties such as particle size distribution, moisture retention, color, pH, and CEC are relatively unaffected by soil management while Na, K, base saturation, and available $P_2O_5$ most affected by management. These soils were correctly classified with regard to order at 66.5, to greatgroup at 56.0, and to series at 43.8%. CV values greater than 90% could be symptomatic of skew distribution. Distributions of sand content and some chemical properties were log-normal.

• Journal of the Korean association of regional geographers
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• 제18권4호
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• pp.364-373
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• 2012

This study is to analyze distribution and change of montane meadows on the lava plateau in the east face of Mt. Baekdu. Process for aims carried out field survey, and analyzed landsat images of 1993, 1999, 2004, and year 2010. After research findings, the area of forests has increased by 33% from $636km^2$ to $848km^2$, montane meadow has decreased by 58% from $303km^2$ to $127km^2$ during 18 years. Montane meadows could be classified as 2 categories of wet meadow and dry meadow by the geomorphic environments and vegetation types. Wet meadow has decreased by 30%, dry meadow has decreased by 70% in the same period. Decreasing areas are replacing meadows with forests in invasion by trees and shrubs. According to the analysis with weather data for 16 years from 1993 to 2008, temperature has increased by $1.6^{\circ}C$, on the other hand, precipitation has decreased by 5.3mm. These kinds of climate change trends continue in the future, it could be change montane meadows into tree types.

• Journal of the Korean Society for Railway
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• 제10권6호
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• pp.645-649
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• 2007

Ground systems flow fault currents into the ground, and suppress Ground Potential Rise (GPR) by the current. In this paper, we designed and fabricated a surge impedance meter to analyze the ground impedance in wide frequency ranges. The meter consists of a surge generator, a high speed sample/hold (S/H) circuit and an associated electronics. The surge generator produces surge voltage up to 5kV in ranges of $50\sim500ns$. Field tests were carried out to evaluate the surge impedance meter at a driven-rod ground system. The results showed that surge impedance of ground systems should be measured by various fast surge waveforms, since the impedance increases as the rise time of applied voltage increases.

• Journal of the Korea Academia-Industrial cooperation Society
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• 제18권12호
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• pp.735-743
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• 2017

This study examined a methodology of architectural integrated design education from the design methodology of architects in 1990s, particularly FOA, who thought of architecture as a material organization. Their design method starts from a prototype, which is a technical and material mediator, and processes a number of materials as specific information into an architectural organization. This method is used in the architectural design studio so that the students can integrate the knowledge leant from other classes into architectural proposals. Three case studies show they can successfully organize their proposals with structural and functional materials, which suggests that the FOA's design methodology is a potential solution for architectural integrated design education.

• Proceedings of the Korean Institute Of Construction Engineering and Management
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• 한국건설관리학회 2008년도 정기학술발표대회 논문집
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• pp.694-697
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• 2008

A retaining wall system suitable for a construction project is selected on the basis of subsoil conditions. If the decision-maker selects an improper system, it has a negative effect on the cost and schedule of the construction project. There have been many studies related to the models and processes for selecting optimal retaining wall systems. However, engineers who are not familiar with formal analysis methods could not easily utilize the formal methods proposed by previous studies. In order to overcome this problem, we developed a web-based decision support system called Dr. Underground, which is both physically and technically easily accessible by engineers. Dr. Underground was developed based on a selection method developed from a precedent research project. It was developed using a server-side web language ASP.NET and MS Access as a database. Decision-makers can input data about the building's condition, construction site conditions and adjacent site conditions in this system. Based on the input data, Dr. Underground recommends an optimal retaining wall system for the inputted conditions and provides detail information on the system.

• 한국지구과학회:학술대회논문집
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• 한국지구과학회 2010년도 춘계학술발표회 논문집
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• pp.38-39
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• 2010

낙뢰란 뇌운 속에서 분리 축적 된 음 (-)과 양 (+)의 전하 사이 또는 뇌운 속의 전하와 지면에 유도되는 전하 사이에서 발생하는 불꽃 방전을 말한다. 뇌운 안에는 이 불꽃 방전을 반복하기에 충분한 전하의 분리가 계속 일어나고 있는데, 그 결과 양전하 (+)는 구름의 상부에 넓게 분산되어 분포하고, 음전하 (-)는 주로 구름 하부에 분포한다. 이 때 음전하가 대지로 방전되어 발생하는 낙뢰를 부극성 (-)낙뢰, 양전하가 대지로 방전되어 발생하는 낙뢰를 정극성 (+)낙뢰라 한다. 낙뢰의 약 80%는 구름 내부 또는 구름 대 구름 사이에서 발생하고, 약 20%만이 구름과 지면 사이에서 발생하는데, 이러한 구름-지면 낙뢰 (Cloud-to-ground lightning)는 가장 위험하고 그 피해도 크다. 우리나라는 동아시아 몬순 기후의 영향으로 여름철에 대기가 불안정하여 낙뢰가 집중적으로 발생하며, 복잡한 지형과 해양의 영향으로 낙뢰현상의 공간적 변동도 크게 나타난다. 이러한 낙뢰는 최근으로 올수록 강도가 증가하고 있어 그 피해의 증가가 우려되기 때문에 낙뢰 발생 특성에 대한 연구가 필요하다. 본 연구에서는 낙뢰자료와 강수자료, 그리고 시 공간 분해능이 뛰어난 MTSAT-1R (Multi-functional Transport SATellite - 1 Replacement) 정지궤도 위성의 휘도온도를 이용하여 낙뢰 발생 시 강수 및 위성 휘도온도의 특성을 분석하고자 한다. 이러한 연구는 대류활동에 대한 정보 제공 뿐 아니라, 낙뢰 예측성 향상 및 재해 경감에도 활용될 수 있을 것이다. 본 연구에서는 2001년 기상청에 도입되어 운영 중인 신 낙뢰관측 시스템 (Total Lightning Detection System, TLDS)에서 관측된 낙뢰자료와 MTSAT-1R 위성에서 관측된 휘도온도 자료, 그리고 자동기상관측장비 (Automatic Weather System, AWS)에서 관측된 강수자료를 사용하였으며, 세 자료의 출처는 모두 기상청이다. 분석 기간은 2006년부터 2007년까지이며 우리나라에서 낙뢰발생 빈도가 여름철에 집중되어 나타나는 것을 고려하여 여름철 (6~8월) 낙뢰에 대해서만 분석하였다. 또한 낙뢰 발생 사례에 대하여 관측 효율이 90% 이상으로 알려진 위도 $33{\sim}39^{\circ}N$, 경도 $124{\sim}130^{\circ}E$ 영역에서 낙뢰발생시 강수 및 위성 휘도온도의 특성을 분석하였다. 사례는 낙뢰 발생 횟수가 많은 날을 중심으로 먼저 적외영상과 낙뢰영상을 정성적으로 분석한 후 뇌우의 지속시간이 긴 9개 사례를 선정하였다. MTSAT-1R 위성과 낙뢰자료 및 강수자료는 관측주기와 공간규모가 서로 다르기 때문에 세 자료를 함께 사용하기 위해서는 시 공간을 일치시키는 과정이 필요하다. 본 연구에서는 위성자료 관측시간(00분, 33분)과 AWS 지점 위 경도를 시 공간 일치를 위한 기준으로 사용하였다.

• Journal of the Korea Institute of Information and Communication Engineering
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• 제20권2호
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• pp.231-236
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• 2016

The stability of DGPS signal in the DGPS service area was measured and the service availability according to the receiving signal strength was analyzed in this paper. Based on the effects of radio wave propagation in the seasons of winter and summer, daytime and night, the method to provide the DGPS service coverage was presented in this paper. The signal's strength of DGPS radio wave were measured at a constant distance from the DGPS reference station during a constant period. The propagation of DGPS radio wave is affected by status of ground conductivity, so the DGPS service area is dependant on the ground conductivity. To provide the stable service coverage, it is necessary to apply the adaptive power control for receiving signal's variations and the antenna design for alleviation of high elevation's radiation.