• Title/Summary/Keyword: 생성모형

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A Production of Orthophoto Map from Aerial Photos using Digital Photogrammetry Technique (수치사진측양기법(數値寫眞測量技法)에 의한 항공사진(航空寫眞)으로부터 정사투영사진지도(正射投影寫眞地圖)의 제작(製作))

  • Yeu, Bock-Mo;Lee, Hyun-Jik;Jeong, Soo;Jo, Hong-Sug
    • Journal of Korean Society for Geospatial Information Science
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    • v.2 no.1 s.3
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    • pp.73-80
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    • 1994
  • Most terrain information have been generally acquired by map. Because the map presents the real terrain, not by real figure but by contours, geometric figures, symbols, texts, and colors, it is not easy to interpret the real terrain by map. For this reason, aerial photos or terrestrial photos also have been used sometimes in the terrain analysis. But photos have geometrical displacement caused by the position of camera at the exposition time and the relief of the object. So, for accurate posional analysis, orthophoto maps produced by optical rectifier have been used. But, it is hard to produce orthophoto map by optical rectifier and the process is so slow. This study aims to present an accurate and rapid method to produce orthophoto map by generating digital elevation model from stereo aerial photos on common computer using the digital photogrammetric technique and producing orthophoto map digitally using the digital elevation model.

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Comparison and Evaluation on DEM Error by the Resolution of Airborne Laser Scanning Data (항공레이저 측량 자료의 해상도에 따른 DEM 오차 비교평가 연구)

  • Lee, Geun-Sang;Koh, Deuk-Koo;Chae, Hyo-Seok;Shin, Young-Ho
    • Journal of the Korean Association of Geographic Information Studies
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    • v.6 no.3
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    • pp.33-42
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    • 2003
  • As airborne laser scanning technique is developed with high vertical accuracy recently, there come many studies on DEM(digital elevation model creation, building extraction, flood risk mapping and 3D virtual city modeling. This study applied point comparative method, contour comparative method and digital map with scale 1/5,000 to calculate RMSE of DEM in according to resolution that was constructed using rawdata being acquired by airborne laser scanning. As a result, point comparative method showed lower DEM standard error than contour comparative method, it is a reason that contour comparative method was not carried out detailed grid calculation for point comparative method. Also, digital map with scale 1/5,000 showed higher DEM standard error than point comparative method and contour comparative method in below 25.4m that is average horizontal distance among contour line, and showed similar result with contour comparative method in over 25.4m.

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A Technique of Deriving Concrete Object Model for C++ Programming (C++ 프로그래밍을 위한 구체적 객체 모델의 작성법)

  • Kim, Tae-Gyun;Im, Chae-Deok;Song, Yeong-Gi;In, So-Ran
    • The Transactions of the Korea Information Processing Society
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    • v.4 no.3
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    • pp.731-746
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    • 1997
  • The usage of object models for the development of software has been frowung due to the prevalence of the ob-ject oriented paradigm.The object moedels produced as results of requirments analysis and design activities are vety veneficial to the implementation phase.It is even possible for source code to be genrated automatically if object models are concrete enough.Therefore system analyzers and desingners should make an dffort to refine theabstrace ogject model defined at.an early stage in order to achieve a more conrete object model.In general,re-fining an abstrace object model into a concrete model depends too much on the desigver's infromal experience.In this paper,we persent the refinement techniques required for concreting an abstract object model bassed on OMT(Object Modeling Technique)'s notation,We will discuss the definition of the abstraction level of an object model and the transformational rules of refinement.These transformational rules are currently applied to the design of a software tool,named Process Modeler,which is a major component of the software development process modeling system for ICS(Information Communication Service). Finally we can achieve a concrete object model which can easily be translated into C++ source code.

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Development of Relational Formula between Groundwater Pumping Rate and Streamflow Depletion (지하수 양수량과 하천수 감소량간 상관관계식 개발)

  • Kim, Nam Won;Lee, Jeongwoo;Lee, Jung Eun;Won, You Seung
    • Journal of Korea Water Resources Association
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    • v.45 no.12
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    • pp.1243-1258
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    • 2012
  • The objective of this study is to develop the relational formula to estimate the streamflow depletion due to groundwater pumping near stream, which has been statistically derived by using the simulated data. The integrated surface water and groundwater model, SWAT-MODFLOW was applied to the Sinduncheon and Juksancheon watersheds to obtain the streamflow depletion data under various pumping conditions. Through the multiple regression analyses for the simulated streamflow depletion data, the relational formula between the streamflow depletion rate and various factors such as pumping rate, distance between well and stream, hydraulic properties in/near stream, amount of rainfall was obtained. The derived relational formula is easy to apply for assessing the effects of groundwater pumping on near stream, and is expected to be a tool for estimate the streamflow contribution to the pumped water.

Fast Marker-based Registration of 3D CT and 2D X-ray Fluoroscopy Images (3차원 전산화 단층촬영영상과 2차원 X-선 투시영상간 표식기 기반 고속 정합)

  • Kim Gye-Hyun;Park Seong-Jin;Hong He-Len;Shin Yeong-Gil
    • Journal of KIISE:Software and Applications
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    • v.33 no.3
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    • pp.335-343
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    • 2006
  • This paper proposes a novel technique of marker-based 2D-3D registration to combine 3D information obtained from preoperative CT images into 2D image obtained from intraoperative x-ray fluoroscopy image. Our method is divided into preoperative and intraoperative procedures. In preoperative procedure, we generate CT-derived DRRs using graphics hardware and detect markers automatically. In intraoperative procedure, we propose a hierarchical two- step registration to reduce a degree of freedom from 6-DOP to 2-DOF which is composed of in-plane registration using principal axis method and out-plane registration using minimal error searching method in spherical coordinate. For experimentation, we use cardiac phantom datasets with confirmation markers and evaluate our method in the aspects of visual inspection, accuracy and processing time. As experimental results, our method keeps accuracy and aligns very fast by reducing real-time computations.

Hydrological Survey and Analysis of the Mountainous River Basin (산지하천 유역의 수문조사와 분석)

  • Kim, Dong Phil
    • Proceedings of the Korea Water Resources Association Conference
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    • 2016.05a
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    • pp.302-306
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    • 2016
  • 우리나라는 전 국토의 70%가 산지이고 하천경사가 다른 나라에 비해 상대적으로 급하여 홍수 관리에 매우 불리한 조건을 가지고 있으며, 특히 홍수기간의 집중호우 및 돌발홍수는 인명과 재산의 막대한 피해를 입히고 있다. 최근은 기후변화의 영향으로 집중호우 및 돌발홍수는 증가하는 추세에 있다. 이것은 홍수의 위험성 및 자연재해의 발생을 증대시키므로 이에 대한 하천유역 단위의 홍수량 예측 및 재해방지를 위한 설계기법의 개선과 개발, 신뢰성 있는 수문정보 획득을 위한 정밀 수문조사는 매우 필요한 상황이다. 기후변화에 대응하기 위한 수문조사의 방향은 새로운 국면에 접하였다고 볼 수 있다. 기존의 수문조사 방법을 통해 획득했던 수문량의 초과치를 벗어난 극대값의 수문량 관측 및 측정을 극복하는 문제, 홍수량 산정 및 예측을 위한 새로운 설계기법의 개발 또는 기존 방법의 개선 등 문제 해결을 위한 방향이 모색되어야 한다. 이러한 문제점을 해결하기 위해서는 중 소규모 유역 단위를 대상으로 지속적이고 신뢰성 있는 자료의 획득과 축적이 중요하나 시 공간적으로 모두 충족된 수문자료를 획득하기에는 불가능한 일이다. 따라서, 중 소규모 유역 단위의 대표성 있는 Test-bed 유역(설마천 유역/차탄천 유역)의 운영이 요구되며, 이를 통하여 얻어진 수문자료는 상기에 기술한 문제를 해결 가능하게 한다. Test-bed 유역에서 생성되는 수문자료에는 강우량, 하천수위, 지하수위 및 기상 등의 관측자료와 유량측정성과 자료가 있다. 관측된 수문자료를 이용하여 강우-유출량 분석, 증발산량 분석, 지하수함양량 분석 등 기본적인 수문특성을 분석하였다. 홍수량 예측 설계기법 개선으로는 홍수도달시간 산정방법을 검토하였으며, 최대강우강도-도달시간관계를 이용하여 도달시간을 개발하였다. 그리고 RDAPS 예측강우량과 수문모형을 이용하여 홍수량을 예측할 수 있는 시스템을 구축하였다. 유역 단위의 수문조사를 통해 생성된 수문자료는 다양한 분석과 설계에 응용되므로 지속적인 Test-bed 유역의 운영은 매우 필요한 실정이다.

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Construction of LRM-Based Bibliographic Structure for Describing Old Materials (고문헌 기술을 위한 LRM 기반 서지구조 구축: 에이전트, 장소, 시간 개체를 중심으로)

  • Minjung Park;Seungmin Lee
    • Journal of the Korean Society for information Management
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    • v.40 no.3
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    • pp.197-219
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    • 2023
  • The cataloging rules of AACR families and bibliographic structure, which are broadly used in describing resources, show limitations in reflecting the unique bibliographic characteristics of Korean old materials. Thus this research proposed a bibliographic structure optimized to the unique bibliographic characteristics of Korean old materials by establishing bibliographic relationships between bibliographic entities based on the FRBR LRM conceptual model. The bibliographic relationships should be established in the way of connecting related materials in the bibliographic structure. These relationships should sufficiently reflect the bibliographic characteristics of the materials, physical variations, and content variations. Through this structure, the bibliographic description can be separated and integrated into the bibliograhpic unit by applying LRM conceptual model. By using the proposed structure, the organization, management, and utilization of Korean old materials can be more efficient. Also, it can provide a new bibliographic environment that can be the foundation of creating BIBFRAME records for Korean old materials.

A Probability Modeling of the Crime Occurrence and Risk Probability Map Generation based on the Urban Spatial Information (도시공간정보 기반의 범죄발생 확률 모형 및 위험도 확률지도 생성)

  • Kim, Dong-Hyun;Park, Koo-Rack
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.10
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    • pp.207-215
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    • 2009
  • Recently, the research of the analysis of the crime spatial is increased by using the computer information technology and GIS (Geometric Information System) in order to prevent the urban crime so as to increase the urbanization rate. In this paper, a probability map formed by the raster is organized by the quantification of crime risk per the cell using the region property of the urban spatial information in the static environment. Also, a map of the risk probability is constructed based on the relative risk by the region property, the relative risk by the facility, the relative risk by the woody plant and the river, and so on. And, this integrated risk probability map is calculated by averaging the individual cell risk applied to the climatic influence and the seasonal factor. And, a probability map of the overall risk is generated by the interpretation key of the crime occurrence relative risk index, and so, this information is applied to the probability map quantifying the occurrence crime pattern. And so, in this paper, a methodology of the modeling and the simulation that this crime risk probability map is modified according to the passage of time are proposed.

Development and Verification of an AI Model for Melon Import Prediction

  • KHOEURN SAKSONITA;Jungsung Ha;Wan-Sup Cho;Phyoungjung Kim
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.7
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    • pp.29-37
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    • 2023
  • Due to climate change, interest in crop production and distribution is increasing, and attempts are being made to use bigdata and AI to predict production volume and control shipments and distribution stages. Prediction of agricultural product imports not only affects prices, but also controls shipments of farms and distributions of distribution companies, so it is important information for establishing marketing strategies. In this paper, we create an artificial intelligence prediction model that predicts the future import volume based on the wholesale market melon import volume data disclosed by the agricultural statistics information system and evaluate its accuracy. We create prediction models using three models: the Neural Prophet technique, the Ensembled Neural Prophet model, and the GRU model. As a result of evaluating the performance of the model by comparing two major indicators, MAE and RMSE, the Ensembled Neural Prophet model predicted the most accurately, and the GRU model also showed similar performance to the ensemble model. The model developed in this study is published on the web and used in the field for 1 year and 6 months, and is used to predict melon production in the near future and to establish marketing and distribution strategies.

am vulnerability assessment based on a climate stress test (기후 스트레스 테스트 기반 댐 취약성 평가)

  • Kim, Tae Hyeong;Kang, Boo Sik
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.415-415
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    • 2022
  • IPCC 제5차 보고서('14) 및 세계위험보고서('15) 등에서 기후변화에 대한 과학적 근거를 제시하였으며, 상위 위험요소로 '수자원 위기'를 꼽았다. 전 세계적으로 기후변화로 인한 이상 기상현상이 발생하고 있으며, 국내에서도 최근 기후변화에 따른 수문사상의 변화로 극한홍수 및 극한가뭄 등으로 인한 피해가 지속적으로 발생하고 있다. 물 관리에서 기후변화는 가장 큰 리스크 요인이므로 물관리 계획 수립 과정에서 기후변화 영향을 고려한 대책을 수립할 필요가 있다. 기후변화에 대한 댐 취약성 평가 관련 연구가 이루어지고 있으나, 미래 기후변화의 불확실성을 충분히 고려했다고 보기 어렵기 때문에 현업에서 의사결정 도구로 활용하기에는 한계가 있다고 볼 수 있다. 이에 따라 과거 수문자료 및 특정 기후모델에 의존하지 않고 댐 인프라의 취약성을 평가할 수 있는 새로운 방법론이 필요하다고 판단된다. 따라서 본 연구를 통해 기후변화의 불확실성에 대비한 댐 취약성 평가 방법론을 정립하고자 한다. 본 연구에서는 기존에 진행된 IPCC 기후변화 시나리오에 따른 댐 취약성 평가 연구사례 및 한반도의 기후변화 영향 및 수문변화를 조사하였다. 그리고 기후 스트레스 시나리오 기반 취약성 평가 체계 및 방법론을 정립한 뒤, 월 강우량을 4분위로 나누어 각 분위별 강우량과 기온을 변경하여 기후 스트레스 시나리오를 생성하였다. 생성된 기후 스트레스 시나리오와 IPCC 기후변화 시나리오 기반 취약성 평가를 유출 및 저수지 모형을 결합하여 충주댐, 용담댐, 합천댐, 섬진강댐에 실시하였다. 그 결과 기후 스트레스에 따른 유출 취약성 평가는 20분위 수 갈수량을 이용해 연중 보장확률을 나타내는 것이 효율적이며, 온도의 영향보다는 강우의 변동이 댐 이수안전도 취약성 평가에 더 큰 영향을 주는 것을 확인할 수 있었다.

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