• Title/Summary/Keyword: LiDAR DEM

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Accuracy Assessment of LiDAR DEM Using GPS (GPS에 의한 LiDAR DEM의 정확도 평가)

  • Kang, Joon-Mook;Yoon, Hee-Cheon;Lee, Chang-Bok;Park, Joon-Kyu
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.24 no.5
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    • pp.443-451
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    • 2006
  • DEM has been used for various purposes overall fields of engineering, the fields of civil engineering, military, communication, environment, and so forth and its applications are being extending increasingly. It is well hewn that LiDAR DEM is definitely superior to the other surveying methods. But LiDAR DEM run short of a full study about vertical accuracy. In order to assess LiDAR DEM, total 35 stations were selected and surveyed by GPS for utilizing as reference data. And then accuracy of LiDAR DEM was analyzed by comparison between both LiDAR DEM and CPS surveying. The RMSE of ${\pm}0.109m$ was shown in vertical direction. It is within the permissible accuracy required for mapping on a scale of 1 to 500 and 1 to 1000 on the mapping rule notified by the National Geographic Information Institute. It is expected that the results of this study will be fully used in the field of large scale DEM generation and be utilized as basic information in applied field of LiDAR DEM.

The Study of Flood Simulations using LiDAR Data (LiDAR 자료를 이용한 홍수 시뮬레이션에 관한 연구)

  • Shim, Jung-Min;Lee, Suk-Bae
    • Journal of Korean Society for Geospatial Information Science
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    • v.14 no.4 s.38
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    • pp.53-60
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    • 2006
  • The purpose of this paper is forcasting of flooding area using LiDAR surveying data, and flood map for damage prevention is established for this purpose. Teahwa river at Ulsan city was chosen as test area and the flood simulation was produced in this area. For the flood simulation, each DEM using LiDAR data and digital map was established and then HEC model program and MIKE program was used to decide the amount of flood flowing and flood height. To improve the rainfall-overflow simulation confidence using inspection comparison of LiDAR data this paper analyzed and compared the LiDAR DEM accuracy and 1/5000 digital map DEM. The height accuracy is important factor to make flood map, however, LiDAR survey execution of all river area is not economic so, LiDAR survey execution of only important area is possible to be make high accuracy and economic flood map. The expectation effect of flood simulation is flood damage prevention and economic savings of recovery cost by forcasting of rainfall-overflow area and establishment of counter-measure.

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Comparison of Drone and Terrestrial LiDAR DEM generation data for Analyzing Estuary Topographic Changes (하구부 지형변화 분석을 위한 드론과 지상LiDAR DEM 생성자료의 비교)

  • Lee, Jeong Hoon;Jun, Kye Won
    • Proceedings of the Korea Water Resources Association Conference
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    • 2017.05a
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    • pp.140-140
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    • 2017
  • 최근 기후변화에 따른 태풍과 국지성 집중호우의 증가로 국토의 64%가 산지인 우리나라에서는 재해의 위험성을 증가시키고 있다. 재해 분석에 있어 기초자료로 사용되는 지형자료의 정확도는 재해분석결과에 있어 중요하며, 지형촬영방법에 따라 정확도의 차이가 매우 크다. 지형자료 중 하나인 DEM(Digital Elevation Model) 활용분야 또한 확대되고 있고 지도제작에 있어 DEM을 사용하면 지형도를 신속히 제작할 수 있고, 편집 용이, 수작업 인원 감축, 정확도 향상 및 데이터베이스의 구축이 이루어져 체계적으로 종합적인 지형정보를 관리할 수 있는 장점이 있다. 지상 LiDAR를 이용하여 생성한 DEM은 매우 정확한 방법이며, 접촉식 측량장비에 비하여 누락되는 데이터가 적으며 정밀하게 자료를 수집가능 한 것이 장점이다. 지상LiDAR를 이용한 자료 취득 시식생과 구조물에 의해 촬영 각도가 제한되는 경우 충분한 자료를 얻기 위해 여러 위치에서 스캔이 필요하다. 한편 전 세계적으로 드론의 도입으로 인해 다양한 분야에서 높은 가능성을 가지고 활용되고 있는 실정이며, 드론을 이용한 연구들도 활발히 진행 중이다. 소규모 및 중간 규모의 하천, 산지 등의 현장 조사의 경우 LiDAR장비의 진입이 어려운 구간의 촬영 시 드론을 활용하면 보다 효율적일 것으로 예상된다. 이에 따라 본 연구는 지상LiDAR와 드론을 이용하여 얻은 DEM 자료를 비교 분석하여 드론으로 생성된 DEM 자료 활용 가능성 여부를 검토하였다. 본 연구에서는 동일한 지역에 지상LiDAR와 드론 촬영을 실시하여 지형자료를 각각 획득한 후 후처리 프로그램을 이용하여 영상분석을 실시하였다. 또한 측점을 선정한 후 지형 좌표의 편차, 표고의 편차 등을 비교분석하였다.

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The Evaluation on Accuracy of LiDAR DEM by Plotting Map (도화원도를 이용한 LiDAR DEM의 정확도 평가)

  • 최윤수;한상득;위광재
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.20 no.2
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    • pp.127-136
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    • 2002
  • DEM(Digital Elevation Model) is used widely in image processing, water resources, construction, GIS, landscape architecture, telecommunication, military operations and other related areas. And it is used especially in producing ortho-photo based on specific DEM and developing 3D GIS database vividly. As LiDAR(Light and Detection And Ranging) system emerged recently, DEM could be developed in urban area more efficiently and more economically, compared to the conventional DEM Production. Traditional method using check points for elevation has tome limitations in structure's height accuracy by LiDAR, because it uses only terrain height. Accordingly after the downtown of Chungju city was selected as a test field in this paper and DEM and digital ortho images was produced by way of LiDar survey, the accuracy was evaluated through analytical plotting map. The result shows that in case of buildings in LiDAR DEM, the accuracy is 0.30 m in X, 0.62 m in Y and RMS is 1.17 m. The difference distribution between DEM and plotting map in range of $\pm$10 cm was 36.2% and $\pm$10 cm $\pm$20 cm was 43.53%. The accuracy of LiDAR in this study meets 1/5,000 which is the regulation for map of NGI(National Geography Institute) and LiDAR can be possibly used in many other applied area.

Road design applied to the Air LiDAR data for basic research (항공 LiDAR 데이터를 도로설계에 적용하기 위한 기초연구)

  • Jang, Eun-Seok;Yun, Hong-Sic;Kim, Yong-Hyeon;Bae, Hyung-Look
    • Proceedings of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography Conference
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    • 2010.04a
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    • pp.263-266
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    • 2010
  • The research design of the road for the LiDAR survey data was available, LiDAR data currently exists for this area Daejeon, Gongju area two map sheet selected of the LiDAR data and figures were produced using the DEM, respectively. The scale 1 / 5, 000 of figures produced by using the DEM and LiDAR DEM data comparing the results produced by the difference in some areas or That could be found. The accuracy of LiDAR data in the road design to use more accurate information on terrain, roads and construction of the linear installation cost savings Contribution will be considered.

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Accuracy Evaluation of Various Digital Elevation Model including LiDAR DEM (LiDAR DEM 및 여러가지 수치표고모델의 정확도 분석)

  • Lee, Suk-Bae;Kim, Jin-Soo;Kim, Cheol-Young
    • Proceedings of the Korean Association of Geographic Inforamtion Studies Conference
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    • 2008.06a
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    • pp.254-259
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    • 2008
  • 지형의 표고값물 격자간격으로 표현하는 수치표고모델(DEM)은 지형분석을 위한 GIS데이터 활용과 휴대전화 중계안테나의 영향권 분석, 정밀지오이드 계산을 위한 지형효과계산 등 여러 가지 분야에 활용되고 있다. 본 연구에서는 이렇게 활용성이 증가하고 있는 수치표고모델을 수집하고 또 진주시 지역을 대상으로 LiDAR촬영을 통한 LiDAR 수치표고모델을 구축하여 그 정확도를 분석하고자 하였다. 연구에 활용된 수치표고모델은 GTOPO30, SRTM-3, 지형도(1/50,000) 독취 DEM, 환경부 DEM, 항공사진에 의해 생성된 DEM, 그리고 LiDAR DEM의 6가지이며, 정확도 분석을 위해 GPS측량과 수준측량이 동시에 실시된 409점의 진주시 3차원 도시기준점 성과를 이용하였다.

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DEM Extraction from LiDAR DSM of Urban Area (도시지역 LiDAR DSM으로부터 DEM추출기법 연구)

  • Choi, Yun-Woong;Cho, Gi-Sung
    • Journal of Korean Society for Geospatial Information Science
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    • v.13 no.1 s.31
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    • pp.19-25
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    • 2005
  • Nowadays, it is possible to construct the DEMs of urban area effectively and economically by LiDAR system. But the data from LiDAR system has form of DSM which is included various objects as trees and buildings. So the preprocess is necessary to extract the DEMs from LiDAR DSMs for particular purpose as effects analysis of man-made objects for flood prediction. As this study is for extracting DEM from LiDAR DSM of urban area, we detected the edges of various objects using edge detecting algorithm of image process. And, we tried mean value filtering, median value filtering and minimum value filtering or detected edges instead of interpolation method which is used in the previous study and could be modified the source data. it could minimize the modification of source data, and the extracting process of DEMs from DSMs could be simplified and automated.

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The Accuracy Evaluation of Digital Elevation Models for Forest Areas Produced Under Different Filtering Conditions of Airborne LiDAR Raw Data (항공 LiDAR 원자료 필터링 조건에 따른 산림지역 수치표고모형 정확도 평가)

  • Cho, Seungwan;Choi, Hyung Tae;Park, Joowon
    • Journal of agriculture & life science
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    • v.50 no.3
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    • pp.1-11
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    • 2016
  • With increasing interest, there have been studies on LiDAR(Light Detection And Ranging)-based DEM(Digital Elevation Model) to acquire three dimensional topographic information. For producing LiDAR DEM with better accuracy, Filtering process is crucial, where only surface reflected LiDAR points are left to construct DEM while non-surface reflected LiDAR points need to be removed from the raw LiDAR data. In particular, the changes of input values for filtering algorithm-constructing parameters are supposed to produce different products. Therefore, this study is aimed to contribute to better understanding the effects of the changes of the levels of GroundFilter Algrothm's Mean parameter(GFmn) embedded in FUSION software on the accuracy of the LiDAR DEM products, using LiDAR data collected for Hwacheon, Yangju, Gyeongsan and Jangheung watershed experimental area. The effect of GFmn level changes on the products' accuracy is estimated by measuring and comparing the residuals between the elevations at the same locations of a field and different GFmn level-produced LiDAR DEM sample points. In order to test whether there are any differences among the five GFmn levels; 1, 3, 5, 7 and 9, One-way ANOVA is conducted. In result of One-way ANOVA test, it is found that the change in GFmn level significantly affects the accuracy (F-value: 4.915, p<0.01). After finding significance of the GFmn level effect, Tukey HSD test is also conducted as a Post hoc test for grouping levels by the significant differences. In result, GFmn levels are divided into two subsets ('7, 5, 9, 3' vs. '1'). From the observation of the residuals of each individual level, it is possible to say that LiDAR DEM is generated most accurately when GFmn is given as 7. Through this study, the most desirable parameter value can be suggested to produce filtered LiDAR DEM data which can provide the most accurate elevation information.

Analysis of Erosion and Deposition by Debris-flow with LiDAR (지상 LiDAR를 이용한 토석류 발생에 의한 침식, 퇴적량 측정)

  • Jun, Byong-Hee;Jang, Chang-Deok;Kim, Nam-Gyun
    • Journal of the Korean Association of Geographic Information Studies
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    • v.13 no.2
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    • pp.54-63
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    • 2010
  • The intensive rainfall over 455 mm occurred between on 9 to 14 July 2009 triggered debris flows around the mountain area in Jecheon County. We mapped the debris flow area and estimated the debris flow volume using a high resolution digital elevation model (DEM) generated respectively from terrestrial LiDAR (Light Detection And Ranging) and topographic maps. For the LiDAR measurement, the terrestrial laser scanning system RIEGL LMS-Z390i which is equipped with GPS system and high-resolution digital camera were used. After the clipping and filtering, the point data generated by LiDAR scanning were overlapped with digital map and produced DEM after debris flow. The comparison between digital map and LiDAR scanning result showed the erosion and deposition volumes of about $17,586m^3$ and $7,520m^3$, respectively. The LiDAR data allowed comprehensive investigation of the morphological features present along the sliding surface and in the deposit areas.

Time-series Change Analysis of Quarry using UAV and Aerial LiDAR (UAV와 LiDAR를 활용한 토석채취지의 시계열 변화 분석)

  • Dong-Hwan Park;Woo-Dam Sim
    • Journal of the Korean Association of Geographic Information Studies
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    • v.27 no.2
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    • pp.34-44
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    • 2024
  • Recently, due to abnormal climate caused by climate change, natural disasters such as floods, landslides, and soil outflows are rapidly increasing. In Korea, more than 63% of the land is vulnerable to slope disasters due to the geographical characteristics of mountainous areas, and in particular, Quarry mines soil and rocks, so there is a high risk of landslides not only inside the workplace but also outside.Accordingly, this study built a DEM using UAV and aviation LiDAR for monitoring the quarry, conducted a time series change analysis, and proposed an optimal DEM construction method for monitoring the soil collection site. For DEM construction, UAV and LiDAR-based Point Cloud were built, and the ground was extracted using three algorithms: Aggressive Classification (AC), Conservative Classification (CC), and Standard Classification (SC). UAV and LiDAR-based DEM constructed according to the algorithm evaluated accuracy through comparison with digital map-based DEM.