• Title/Summary/Keyword: Remote Data Analysis

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An Analysis for Urban Change Using Satellite Images and GIS (GIS와 위성영상을 이용한 도시의 변화량 분석)

  • Shin, Ke-Jong;Yu, Young-Geol;Hwang, Eui-Jin
    • Journal of the Korean GEO-environmental Society
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    • v.6 no.4
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    • pp.73-80
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    • 2005
  • The domestic Remote Sensing field uses mainly Landsat TM image that is used to the monitoring of the wide area. In this study, it is analyzed the land cover change of rural and urban area by time series using satellite images and is proposed the vision for a urban balanced development. It execute an analysis for urban change which is a fundamental data of city planning through the integration of the spatial analysis technique of GIS and Remote Sensing using satellite data.

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Dispersion Pattern of CoolingWater of Kori Atomic Power Station Using Thermal Infrared Data (열적외선 자료에 의한 고리 원자력발전소의 냉각수 확산에 대한 연구)

  • 姜必鍾;智光薰
    • Korean Journal of Remote Sensing
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    • v.3 no.2
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    • pp.81-87
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    • 1987
  • The study was to analysis the dispersion of the cooling water of Kori atomic power station using thermal infrared data. The dispersion pattern of the cooling water analysis clearly on the LANDSAT TM band 6. It was changed due to tidal current, that is, the cooling water disperses north-eastern direction during the low tide and southweatern direction during the high tide. The relative temperature distribution was mapped through the density slicing method on the images.

Integration of ERS-2 SAR and IRS-1 D LISS-III Image Data for Improved Coastal Wetland Mapping of southern India

  • Shanmugam, P.;Ahn, Yu-Hwan;Sanjeevi, S.;Manjunath, A.S.
    • Korean Journal of Remote Sensing
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    • v.19 no.5
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    • pp.351-361
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    • 2003
  • As the launches of a series of remote sensing satellites, there are various multiresolution and multi-spectral images available nowadays. This diversity in remotely sensed image data has created a need to be able to integrate data from different sources. The C-band imaging radar of ERS-2 due to its high sensitivity to coastal wetlands holds tremendous potential in mapping and monitoring coastal wetland features. This paper investigates the advantages of using ERS-2 SAR data combined with IRS-ID LISS-3 data for mapping complex coastal wetland features of Tamil Nadu, southern India. We present a methodology in this paper that highlights the mapping potential of different combinations of filtering and integration techniques. The methodology adopted here consists of three major steps as following: (i) speckle noise reduction by comparative performance of different filtering algorithms, (ii) geometric rectification and coregistration, and (iii) application of different integration techniques. The results obtained from the analysis of optical and microwave image data have proved their potential use in improving interpretability of different coastal wetland features of southern India. Based visual and statistical analyzes, this study suggests that brovey transform will perform well in terms of preserving spatial and spectral content of the original image data. It was also realized that speckle filtering is very important before fusing optical and microwave data for mapping coastal mangrove wetland ecosystem.

Analysis on the Sedimentary Environment Change Induced by Typhoon in the Sacheoncheon, Gangneung using Multi-temporal Remote Sensing Data (태풍 루사에 의한 강릉 사천천 주변 퇴적 환경 변화: 다중 시기 원격탐사 자료를 이용한 정보 분석)

  • Park, No-Wook;Jang, Dong-Ho;Chi, Kwang-Hoon
    • Journal of the Korean earth science society
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    • v.27 no.1
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    • pp.83-94
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    • 2006
  • The objective of this paper is to extract and analyze the sediment environment change information in the Sachencheon, Gangneung, Korea that was seriously damaged as a result of typhoon Rusa aftermath early in September, 2002 using multi-temporal remote sensing data. For the extraction of change information, an unsupervised approach based on the automatic determination of thresholding values was applied. As the change detection results, turbidity changes right after typhoon Rusa, the decrease of wetlands, the increase of dry sand and channel width and changes of relative level in the stream due to seasonal variation were observed. Sedimentation in the cultivated areas and restoration works also affected the change near the Sacheoncheon. In addition to the change detection analysis, several environmental thematic maps including microtopographic map, distributions of estimated amount of flood deposits and flood hazard landform classification map were generated by using remote sensing and field survey data. In conclusion, multi-temporal remote sensing data can be effectively used for natural hazard analysis and damage information extraction and specific data processing techniques for high-resolution remote sensing data should also be developed.

The Extraction of End-Pixels in Feature Space for Remote Sensing Data and Its Applications

  • YUAN Lu;SUN Wei-dong
    • Proceedings of the KSRS Conference
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    • 2004.10a
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    • pp.136-139
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    • 2004
  • The extraction of 'end-pixels' (i.e. end-members) aims to quantify the abundance of different materials in a single pixel, which becomes popular in the subpixel analysis for hyperspectral dataset. In this paper, we present a new concept called 'End-Pixel of Features (EPF)' to extends the concept of end-pixels for multispectral data and even panchromatic data. The algorithm combines the advantages of previous simplex and clustering methods to search the EPFs in the feature space and reduce the effects of noise. Some experimental results show that, the proposed methodology can be successfully used to hyperspectral data and other remote sensing data.

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Design of a Marine Environmental Information System for Navigation (항해지원 해양환경정보 시스템의 설계)

  • 홍기용;강현선;전동욱;임용곤
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2001.10a
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    • pp.761-764
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    • 2001
  • A conceptual design of marine environmental information system(MEIS) for vessels running in the ocean was carried out. MEIS consists of a remote acquisition system of raw environmental data, a physical and numerical processing system of acquired raw data, and a supporting satellite communication system for data transfer. The efficiency of a remote acquisition system depends on the amount of acquired data and its real-time accessibility, while the efficiency of a data processing system is governed by the flexibility and accuracy of data analysis tools.

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Study of Airborne Remote Sensing for Water Quality Monitoring (수질오염 감시에의 활용을 위한 항공원격탐사의 적용연구)

  • 김광은;이태섭
    • Spatial Information Research
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    • v.2 no.1
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    • pp.65-74
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    • 1994
  • Recently, as remote sensing is widely used for environmental monitoring, more precise quantitative analysis of remote sensing data is required. In this paper, themat ic maps of water qual i ty factors such as chlorophyll-a, transparency, and suspended sediments were presented from the high resoltion airborne remote sensing data of HapCheon Dam. Though it was difficult to explicitly correlate remote sensing data with water quality factors due to the insufficient number of ground teuth data, the presented water quality maps showed very well the overall spatial distribution of water pollution in the Lake.

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Estimation of Forest LAI in Close Canopy Situation Using Optical Remote Sensing Data

  • Lee, Kyu-Sung;Kim, Sun-Hwa;Park, Ji-Hoon;Kim, Tae-Geun;Park, Yun-Il;Woo, Chung-Sik
    • Korean Journal of Remote Sensing
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    • v.22 no.5
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    • pp.305-311
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    • 2006
  • Although there have been several attempts to estimate forest LAI using optical remote sensor data, there are still not enough evidences whether the NDVI is effective to estimate forest LAI, particularly in fully closed canopy situation. In this study, we have conducted a simple correlation analysis between LAI and spectral reflectance at two different settings: 1) laboratory spectral measurements on the multiple-layers of leaf samples and 2) Landsat ETM+ reflectance in the close canopy forest stands with fieldmeasured LAI. In both cases, the correlation coefficients between LAI and spectral reflectance were higher in short-wave infrared (SWIR) and visible wavelength regions. Although the near-IR reflectance showed positive correlations with LAI, the correlations strength is weaker than in SWIR and visible region. The higher correlations were found with the spectral reflectance data measured on the simulated vegetation samples than with the ETM+ reflectance on the actual forests. In addition, there was no significant correlation between the forest.LAI and NDVI, in particular when the LAI values were larger than three. The SWIR reflectance may be important factor to improve the potential of optical remote sensor data to estimate forest LAI in close canopy situation.

An Extended Reality-based Data Visualization Supporting Heterogeneous Remote Collaboration (이기종 원격협업을 지원하는 확장현실 기반 데이터 시각화)

  • Hyoji Ha;Hyeonwoo Kim;Yongseo Kim;Sanghun Park
    • Journal of the Korea Computer Graphics Society
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    • v.30 no.3
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    • pp.87-97
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    • 2024
  • This study aims to develop a system that enables users employing PC and VR devices to collaboratively analyze data visualizations in a remote environment. The system provides a task-oriented node-link control interface to aid users in understanding the visualization analysis process and effectively distributing roles. Additionally, it offers a network environment where multiple users can collaborate and receive feedback on visualization analysis even when physically separated. To elucidate the collaborative analysis method implemented in the system, we designed a scenario. Furthermore, we conducted a pilot experiment to evaluate the system's usability with participants majoring in related fields. The experimental results confirmed that users can freely analyze data through easily comprehensible interface manipulations in an extended reality space, and efficiently conduct real-time collaborative analysis in a remote environment.

Establishment of a Wind Map of the Korean Peninsula I. Evaluation of Offshore Wind Resources Using Remote-Sensing Data (한반도 바람지도 구축에 관한 연구 I. 원격탐사자료를 이용한 해상풍력자원 평가)

  • Kim Hyun-Goo;Lee H.W;Jung W.S
    • Journal of Korean Society for Atmospheric Environment
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    • v.21 no.1
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    • pp.63-72
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    • 2005
  • In order to understand regional wind characteristics and to estimate offshore wind resources, a wind map of the Korean Peninsula was established using remote-sensing data from the satellite, U.S. NASA Quik SCAT which has been deployed for the Sea Winds Project since 1999. According to the linear regression result between the wind map data and in-situ marine-buoy data, the correlation factor was greatly improved up to 0.87 by blending the remote-sensing data of Quik SCAT with U.S. NCEP/NCAR CDAS reanalysis data to eliminate precipitation interference and to increase temporal resolution. It is found from the established wind map that the wind speed in winter is prominent temporally and the South Sea shows spatially high energy density over the wind class 6. The reason is deduced that the north-west winds through the Yellow Sea and the north-east winds through the East Sea derived by the low pressure developed in Japan are accelerated passing through the Korea Channel and formed high wind energy region in the South Sea; the same trends are confirmed from the statistical analysis of the meteorological observation data of KMA.