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Collection and Utilization of Hyperspectral Image Based on UAV (드론 기반 초분광 영상의 수집과 활용)

  • You, Ho Jun;Kim, Dong Su;Kim, Seo Jun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2019.05a
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    • pp.76-76
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    • 2019
  • 최근 기후변화로 인해 퇴적 및 세굴이 심화되었고, 4대강 사업으로 인해 급격한 하천 지형 변화가 발생하였다. 특히, 4대강 사업 이후 하상변동 모니터링에 대한 지속적인 수요가 증가하고 있다. 이에 따라 개정된 하천법에 따르면 하상변동조사를 기본 10년 주기로 정기적으로 실시하되, 퇴적 및 세굴 발생 구간에 대해서는 기본 2년을 기준으로 하상변동이 큰 곳에 대해서는 1년 주기로, 하상변동이 작은 곳에 대해서는 5년 주기로 실시해야 한다. 하지만 기술 및 예산의 한계로 인해 하상변동조사의 경우 현장 유사량 및 하상토 입도 측정과 유량-총유사량 관계식을 활용하여 모델링을 통해 하상변동을 예측하고 있는 실정이다. 하상변동은 기본적으로 하천 수심을 기본으로 하고 있으며, 사람이 직접 투입하여 임의의 지점에 대한 수심 계측을 실시하고 있다. 하지만 직접 수심 계측의 경우 낮은 자료의 밀도로 인해 많은 인력과 예산, 시간이 소요되며 무엇보다도 관측 대상인 물이라는 작업환경에서는 인명피해가 발생할 수 있는 문제점을 가지고 있다. 최근에는 이러한 한계를 극복하기 위해 초음파 센서가 탑재된 이동식 보트를 활용하여 경로형 수심 계측을 실시하고 있으나, 초음파 센서가 가지는 기기적 한계로 인해 약 50cm 이하에 대한 수심은 측정이 어려운 실정이다. 특히, 국내 하천의 경우는 홍수기를 제외하면 수심이 얕기 때문에 얕은 수심에 대한 자료 확보가 어려워 공간적 정밀도 확보가 어려운 실정이다. 따라서 기존의 하천계측의 패러다임을 지점, 선형 계측이 아닌 면 측량을 실시를 통해 높은 밀도의 자료를 확보해야 한다. 이러한 측량이 가능한 기술로 하천원격탐사가 대안으로 제시되고 있다. 하천원격탐사는 직접 접촉하지 않고, 대상체의 광학적 특성을 통해 물리적 특성을 파악하는 기술로서 적은 시간에 높은 밀도의 자료의 확보와 저예산의 고효율 방법으로 알려져 있다. 본 연구에서는 기존의 하천원격탐사에서 활용한 고비용, 저해상도의 시공간 스케일에 해당하는 위성 및 유인항공기가 아닌 하천의 흐름방향으로 비행이 가능하고 상대적으로 저비용, 고해상도의 시공간 스케일의 측정이 가능한 드론을 활용하여 하천원격탐사를 수행하는 방법에 대해 논하고자 한다. 특히, 기술적 한계가 존재하는 청색, 녹색, 적색에 해당하는 RGB 영상을 활용한 하천원격탐사를 극복하기 위한 대안으로 초분광 영상을 수집하고 활용하는 방법을 제시하고자 한다.

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3-D EM Modeling Using Approximate Integral Equation Method for the Models with Non 1-D Background Conductivity (1차원 이외의 배경 전기전도도 구조에서 근사 적분방정식을 이용한 3차원 전자탐사 모델링)

  • Lee Seong Kon;Zhdanov Michael S.
    • Geophysics and Geophysical Exploration
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    • v.8 no.3
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    • pp.207-217
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    • 2005
  • We present a new approximate formulation of the integral equation (IE) method for models with variable background conductivity. This method overcomes the standard limitation of the conventional If method related to the use of a horizontally layered background only. The new approximate IE method still employs the Green's functions for a horizontally layered 1-D model. However, the new method allows us to use an inhomogeneous background with the IE method. The method was carefully tested for modeling the EM field for complex structures with a known variable background conductivity. It can find wide application in modeling EM data for multiple geological models with some common geoelectrical features, like a known inhomogeneous overburden, or salt dome structures.

Characteristics of Laser-Induced Breakdown Spectroscopy (LIBS) at Space Environment for Space Resources Exploration (우주 자원 탐사를 위한 레이저 유도 플라즈마 분광분석법의 우주 환경에서의 특성 분석)

  • Choi, Soo-Jin;Yoh, Jai-Ick
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.40 no.4
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    • pp.346-353
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    • 2012
  • The Laser-Induced Breakdown Spectroscopy (LIBS) has great advantages as an analytical technique, namely real-time analysis without sample preparation, ideal for mobile chemical sensor for space exploration. The LIBS plasma characteristics are strongly dependent on the surrounding pressure. In this study, seven types of target (C, Ti, Ni, Cu, Sn, Al, Zn) were investigated for their elemental lifetime. The target was located in vacuum chamber which has the pressure range of 760 to $10^{-5}$ torr. As the pressure is decreased, the elemental lifetimes of carbon and titanium declined, while all other targets showed increased lifetimes until reaching 1 torr and declined with continued pressure decrease. The boiling point and electronegativity amongst the physicochemical properties of the samples are used to explain this peculiarity.

Detection of Red Tide Distribution in the Southern Coast of the Korea Waters using Landsat Image and Euclidian Distance (Landsat 영상과 유클리디언 거리측정 방법을 이용한 한반도 남부해역 적조영역 검출)

  • Sur, Hyung-Soo;Kim, Seok-Gyu;Lee, Chil-Woo
    • Journal of the Korean Association of Geographic Information Studies
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    • v.10 no.4
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    • pp.1-13
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    • 2007
  • We make image that accumulate two principal component after change picture to use GLCM(Gray Level Co-Occurrence Matrix)'s texture feature information. And then these images use preprocess to achieved corner detection and area detection. Experiment results, two principle component conversion accumulation images had most informations about six kind textures by Eigen value 94.6%. When compared with red tide area that uses sea color and red tide area of image that have all principle component, displayed the most superior result. Also, we creates Euclidian space using Euclidian distance measurement about red tide area and clear sea. We identify of red tide area by red tide area and clear sea about random sea area through Euclidian distance and spatial distribution.

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Development of Three-dimensional Inversion Algorithm of Complex Resistivity Method (복소 전기비저항 3차원 역산 알고리듬 개발)

  • Son, Jeong-Sul;Shin, Seungwook;Park, Sam-Gyu
    • Geophysics and Geophysical Exploration
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    • v.24 no.4
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    • pp.180-193
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    • 2021
  • The complex resistivity method is an exploration technique that can obtain various characteristic information of underground media by measuring resistivity and phase in the frequency domain, and its utilization has recently increased. In this paper, a three-dimensional inversion algorithm for the CR data was developed to increase the utilization of this method. The Poisson equation, which can be applied when the electromagnetic coupling effect is ignored, was applied to the modeling, and the inversion algorithm was developed by modifying the existing algorithm by adopting comlex variables. In order to increase the stability of the inversion, a technique was introduced to automatically adjust the Lagrangian multiplier according to the ratio of the error vector and the model update vector. Furthermore, to compensate for the loss of data due to noisy phase data, a two-step inversion method that conducts inversion iterations using only resistivity data in the beginning and both of resistivity and phase data in the second half was developed. As a result of the experiment for the synthetic data, stable inversion results were obtained, and the validity to real data was also confirmed by applying the developed 3D inversion algorithm to the analysis of field data acquired near a hydrothermal mine.

Multi-purpose Geophysical Measurements System Using PXI (PXI를 이용한 다목적 물리탐사 측정 시스템)

  • Choi Seong-Jun;Kim Jung-Ho;Sung Nak-Hun;Jeong Ji-Min
    • Geophysics and Geophysical Exploration
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    • v.8 no.3
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    • pp.224-231
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    • 2005
  • In geophysical field surveys, commercial equipments often fail to resolve the subsurface target or even sometimes fail to be applied because they do not fit to the various field situations or the physical properties of the medium or target. We developed a geophysical measurement system, which can be easily adapted for the various field situations and targets. The system based on PXI with A/D converter and some stand alone equipment such as Network Analyzer was applied to borehole radar survey, borehole sonic measurement and electromagnetic noise measurement. The system for borehole radar survey consists of PXI, Network Analyzer, dipole antennas, GPIB interface is used for PXI to control Network Analyzer. The system for borehole sonic measurement consists of PXI, 24 Bit A/D converter, high voltage pulse generator, transmitting and receiving piezoelectric sensors. The electromagnetic noise measurement system consists of PXI, 24 Bit A/D converter, 2 horizontal component electric field sensors and 2 horizontal and 1 vertical component magnetic filed sensors. The borehole radar system has been successfully applied to detect the width of the artificial tunnel through which the borehole pass and to image buried steel pipe, while the commercial borehole radar equipment failed. The borehole sonic system was tested to detect the width of artificial tunnel and showed a reasonable result. The characteristic of electromagnetic noise was grasped at an urban area with the data from the electromagnetic noise measurement system. The system is also applied to characterize the signal distortion by induction between the electric cables in resistivity survey. The system can be applied various geophysical problems with a simple modification of the system and sensors.

Integrated stratigraphic approach for enhancing the efficiency of domestic resources exploration and development (국내 자원 탐사 및 개발의 효율성 증대를 위한 통합 층서적 접근)

  • Ryu In-Chang
    • The Korean Journal of Petroleum Geology
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    • v.9 no.1_2 s.10
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    • pp.24-39
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    • 2001
  • Prospecting for energy and mineral resources is essential kind of public fundamentals that manage the nation's economy. Most explorations in the past were concentrated in the simple structural traps in relatively shallow depth. Due to their vast exploitation, recent history has shown that the emphasis in explorations has steadily shifted toward the subtle stratigraphic traps in deeper level. Increasing exploration for the subtle stratigraphic traps in deeper level requires precise correlation and assessment of deeply buried strata in the basin. However, the descriptive stratigraphic principles used for evaluation of the simple structural traps are limited to delineate the subtle stratigraphic traps in deeper depth. As this occurs, it is imperative to establish a new stratigrtaphic paradigm that allows a more sophisticated understanding on the basin stratigraphy. This study provides an exemplary application of integrated stratigraphic approach to defining basin stratigraphy of the Middle Ordovician Taebacksan Basin and the Cretaceous South Yellow Sea Basin, Korea. The integrated stratigraphic approach gives much better insight to unravel the stratigraphic response to tectonic evolution of the basins, which can be utilized for enhancing the efficiency of resources exploration and development in the basins. Thus, the integrated stratigraphic approach should be considered as a new stratigraphic norm that can improve the probability of success in any type of resources exploration and development project.

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Petrophysical Joint Inversion of Seismic and Electromagnetic Data (탄성파 탐사자료와 전자탐사자료를 이용한 저류층 물성 동시복합역산)

  • Yu, Jeongmin;Byun, Joongmoo;Seol, Soon Jee
    • Geophysics and Geophysical Exploration
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    • v.21 no.1
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    • pp.15-25
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    • 2018
  • Seismic inversion is a high-resolution tool to delineate the subsurface structures which may contain oil or gas. On the other hand, marine controlled-source electromagnetic (mCSEM) inversion can be a direct tool to indicate hydrocarbon. Thus, the joint inversion using both EM and seismic data together not only reduces the uncertainties but also takes advantage of both data simultaneously. In this paper, we have developed a simultaneous joint inversion approach for the direct estimation of reservoir petrophysical parameters, by linking electromagnetic and seismic data through rock physics model. A cross-gradient constraint is used to enhance the resolution of the inversion image and the maximum likelihood principle is applied to the relative weighting factor which controls the balance between two disparate data. By applying the developed algorithm to the synthetic model simulating the simplified gas field, we could confirm that the high-resolution images of petrophysical parameters can be obtained. However, from the other test using the synthetic model simulating an anticline reservoir, we noticed that the joint inversion produced different images depending on the model constraint used. Therefore, we modified the algorithm which has different model weighting matrix depending on the type of model parameters. Smoothness constraint and Marquardt-Levenberg constraint were applied to the water-saturation and porosity, respectively. When the improved algorithm is applied to the anticline model again, reliable porosity and water-saturation of reservoir were obtained. The inversion results indicate that the developed joint inversion algorithm can be contributed to the calculation of the accurate oil and gas reserves directly.

FIMS의 All-Sky Survey에서 관측 가능한 별들에 대한 조사

  • Jin, Ho;Kang, Ji-Na;Sun, Kwang-Il;Park, Jang-Hyun;Yuk, In-Su;Lee, Dae-Hui;Nam, Uk-Won;Han, Won-Yong;Min, Kyung-Uk;Yoo, Kwang-Sun;Lee, Jin-Geun;Oh, Seung-Han;Edelstein, Jerry;Korpela, Eric;Nishkida, Kaori
    • Bulletin of the Korean Space Science Society
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    • 2004.04a
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    • pp.98-98
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    • 2004
  • 국내 최초의 우주망원경 FIMS(Far-ultraviolet IMaging Spectrograph: 원자외선분광기)는 과학위성 1호의 주 탑재체로서 2003년 9월 27일에 발사되었다. FIMS는 발사 후 2년 동안을 기본 임무 수행기간으로 설정하여 1년은 천구전역에 대한 전천탐사(Survey)관측을, 나머지 1년은 개별 천체에 대한 관측을 수행할 목적으로 운용되고 있다. 과학임무는 우리은하에 분포하는 고온(수만-수백만)의 천체 및 가스로부터 발생하는 원자외선 영역의 방출선 관측을 주 목적으로 하고 있으며, 시험 운용을 거쳐, 현재 전천탐사모드로 운용중이다. (중략)

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Extraction of Snowmelt Factors using Satellite images and Meteorological data (위성영상 및 기상자료를 이용한 융설 관련 매개변수 추출)

  • Kang Su-Man;Shin Hyung-Jin;Kwon Hyung-Joong;Kim Seong-Joon
    • Proceedings of the KSRS Conference
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    • 2006.03a
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    • pp.31-35
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    • 2006
  • 융설 모형을 이용하여 융설 기간 동안의 하천유출량을 모의하기 위해서는 융설 관련 매개변수의 정립이 반드시 필요하다. 우리나라의 경우 관측 자료의 부족으로 인하여 적설분포, 적설심, 적설면적감소곡선과 같은 융설 관련 매개변수의 추출이 불가능 하였다. 본 연구에서는 1997년부터 2003년까지의 겨울철(11월-4월) NOAA/AVHRR 위성영상을 이용하여 한반도의 적설분포도를 추출하고 기상청의 69개소 유인지상기상관측소의 기상자료 중 최심적설심 자료로서 공간내삽법을 통하여 동일한 기간의 최심적설심 분포도를 작성한 후 적설분포도와 중첩하여 남한의 적설심 분포도를 추출하였다. 또한, 적설면적감소곡선은 소양강댐과 충주댐 유역으로 대상으로 평균기온과 적설면적과의 상관관계로부터 각 연도별 선형회귀식을 추출하여 적설면적감소곡선을 작성하였다.

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