• Title/Summary/Keyword: Spatial Information Data

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A MapReduce based Algorithm for Spatial Aggregation of Microblog Data in Spatial Social Analytics (공간 소셜 분석을 위한 마이크로블로그 데이터의 맵리듀스 기반 공간 집계 알고리즘)

  • Cho, Hyun Gu;Yang, Pyoung Woo;Yoo, Ki Hyun;Nam, Kwang Woo
    • Journal of KIISE
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    • v.42 no.6
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    • pp.781-790
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    • 2015
  • In recent times, microblogs have become popular owing to the development of the Internet and mobile environments. Among the various types of microblog data, those containing location data are referred to as spatial social Web objects. General aggregations of such microblog data include data aggregation per user for a single piece of information. This study proposes a spatial aggregation algorithm that combines a general aggregation with spatial data and uses the Geohash and MapReduce operations to perform spatial social analysis, by using microblog data with the characteristics of a spatial social Web object. The proposed algorithm provides the foundation for a meaningful spatial social analysis.

Implementation of a Geographic Information System for the Raster Data in Spatial Object Management Systems (공간 객체 관리 시스템에서 래스터 데이터를 위한 지리정보 시스템의 설계 및 구현)

  • Park, Jae-Jin;Kim, Kwang;Heu, Shin
    • Journal of Korea Spatial Information System Society
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    • v.1 no.2 s.2
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    • pp.127-135
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    • 1999
  • Currently, many geographic information systems deal with only vector data. Therefore, handling raster data for various types of information is greatly needed. In this paper, we design and implement a raster processor which handles spatial information in a spatial object management system called Object Management system for Geospatial Application (OMEGA). We define the data structure of the raster information to be stored in the spatial object management system and implement it to a class library in order for use in making an application program. Furthermore, a query operation and related module is implemented to extract raster information. They are then imbedded in the query executer to process a query of the raster information. Simulation results are given.

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A historical Extension for SDE Data Model (SDE 공간 모델의 이력지원 확장)

  • Lee, Jong-Yun;Ahn, Byoung-Ik;Ryu, Keun-Ho
    • The Transactions of the Korea Information Processing Society
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    • v.5 no.9
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    • pp.2281-2293
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    • 1998
  • Spatial objects in the space II odd hale been changed bl eitber non-spiltial operations or spatial operations. For example, their states arc changed by the following operation: changing their owners, changing their owner's address, installing new constructions, changing precincts, splitting, and merging, The conventional geographic information system(GIS), however, did not also manage their histoncal information cecause it handles the snapshot image of spatial ohjects in the world. In this paper we therelore propose a spatiotemporal data model which is ahle to not un]y manage the historical information of spatial objects but also, support their historical intemlgation by extending a time dimension and a historical pointer for SDE(Spatial Database Engine) spatial data model. Finally, the proposed spatiotemporal data model using a layered time extension are going to contribute to manage the history of spatial objects in the world and retrieve them.

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A Spatial Data Mining System Extending Generalization based on Rulebase (규칙베이스 기반의 일반화를 확장한 공간 데이터 마이닝 시스템)

  • Choi, Seong-Min;Kim, Ung-Mo
    • The Transactions of the Korea Information Processing Society
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    • v.5 no.11
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    • pp.2786-2796
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    • 1998
  • Extraction of interesting and general knowledge from large spatial database is an important task in the development of geographical information system and knowledge-base systems. In this paper, we propose a spatial data mining system using generalization method; In this system, we extend an existing generalization mining and design a rulebase to support deriving new spatial knowledge. For this purpose, we propose an interleaved method which integrates spatial data dominated and nonspatial data dominated mining and construct a rulebase to extract topological relationship between spatial objects.

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The Construction and Search of Environment GIS Data for WEB (WEB기반의 환경 GIS자료 구축과 검색)

  • 김창제
    • Spatial Information Research
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    • v.5 no.2
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    • pp.195-198
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    • 1997
  • The his paper describes Management System of Environment GIS Data using JVM, JDBC, Oracle DB. Environment GIS data using the system are satellite Image, Thematic Map, GIS Data. The data have spatial information and attribute information. The search supplies spatial search using viewing-map on Web browser, nonspatial search using the attributes of data. The registration of data use the registration system of data on Web browser.

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Comparison of Land Surface Temperature Algorithm Using Landsat-8 Data for South Korea

  • Choi, Sungwon;Lee, Kyeong-Sang;Seo, Minji;Seong, Noh-Hun;Jin, Donghyun;Jung, Daeseong;Sim, Suyoung;Jung, Im Gook;Han, Kyung-Soo
    • Korean Journal of Remote Sensing
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    • v.37 no.1
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    • pp.153-160
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    • 2021
  • Land Surface Temperature (LST) is the radiological surface temperature which observed by satellite. It is very important factor to estimate condition of the Earth such as Global warming and Heat island. For these reasons, many countries operate their own satellite to observe the Earth condition. South Korea has many landcovers such as forest, crop land, urban. Therefore, if we want to retrieve accurate LST, we would use high-resolution satellite data. In this study, we made LSTs with 4 LST retrieval algorithms which are used widely with Landsat-8 data which has 30 m spatial resolution. We retrieved LST using equations of Price, Becker et al. Prata, Coll et al. and they showed very similar spatial distribution. We validated 4 LSTs with Moderate resolution Imaging Spectroradiometer (MODIS) LST data to find the most suitable algorithm. As a result, every LST shows 2.160 ~ 3.387 K of RMSE. And LST by Prata algorithm show the lowest RMSE than others. With this validation result, we choose LST by Prata algorithm as the most suitable LST to South Korea.

Improvement of Regulations for Establishing Spatial Information Data Base of Railway Facilities (철도시설 공간정보DB 구축을 위한 법제도 개선방안)

  • Chung, Sung Bong;Choi, Ji Ho;Won, Jongun;Kim, Dongsun
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.37 no.1
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    • pp.187-193
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    • 2017
  • Government has established and operated GIS Data Base in such fields as land-use, road, and underground facilities since 1995. Based on these circumstances, the importance of spatial information industry began to emerge and accordingly MLIT (Ministry of Land, Infrastructure and Transport) established "National Spatial Information Policy Master Plan" and "National Spatial Information Policy Action Plan". However, compared to other fields of transportation, the spatial information data base for railway facilities are not established and provided systematically. As shown in 'Korea National Spatial Data Infrastructure System', only 'transportation information' as an related information and 'transportation' field as an administrative information are included in the system. Detailed information for railway and its facilities are not included in the system. The reason why detailed information for railway facilities are not included in the system is that regulations for establishing and utilizing the spatial information of railway and its facilities are imperfect. In this study, trend of establishing spatial information and regulations related to railway and its facilities are reviewed. Through this review, improvement items such as complementing existent laws and establishing organization for managing spatial information data of railway are deduced and suggested. Based on this research 'Korea National Spatial Data Infrastructure System' could set a legal fundament and both integrated maintenance and operation of railway facilities could be possible.

Development of an OpenGIS Spatial Interface based on Oracle (Oracle 기반의 OpenGIS 공간 인터페이스의 개발)

  • Park, Chun-Geol;Park, Hee-Hyun;Kang, Hong-Koo;Han, Ki-Joon
    • Journal of Korea Spatial Information System Society
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    • v.9 no.2
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    • pp.1-11
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    • 2007
  • Recently, with the development of collecting methods of spatial data, the spatial data is produced, circulated, and used in various fields of industry and research. To manage the mass spatial data efficiently, the researches on extension of the existing commercial DBMS, such as ESRI's ArcSDE or Oracle's Oracle Spatial, is making progress actively. However, the usage of the extension of the commercial DBMS Incurs an additional expense and causes an interoperability problem due to differences in spatial data types and spatial operators. Therefore, in this paper, we developed an OpenGIS Spatial Interface for Oracle, which supports a standard interface by fellowing the "Simple Features Specification for SQL" proposed by OGC(Open Geospatial Consortium). Since the OpenGIS Spatial Interface provides all spatial data types and spatial operators proposed in "Simple Features Specification for SQL", users can manage mass spatial data of Oracle efficiently by using the standard interface without additional expense. In addition, we proved that the OpenGIS Spatial Interface is superior to the Oracle Spatial in the response time through the performance evaluation.

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A Study on the Internet Spatial Data Electronic Distribution System (인터넷 공간데이타 전자유통 시스템에 관한 연구)

  • 이기영;서의석;이용수
    • Journal of the Korea Society of Computer and Information
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    • v.5 no.3
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    • pp.40-45
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    • 2000
  • Recently. the advent of WWW increased the population of internet users and many institutions are carrying out technical development research to implement spatial data distribution environment via internet because importance of Web Geographic Information System(WGIS) is being increased highly. To be accessed WGIS data, we need Spatial Data Electronic Distribution System(SDEDS) which registers and sell spatial data in WWW. In this paper, we Propose and design effective SDEDS to expel spatial data electronic distribution system which is connected WWW. Therefore, we show how to implement and functions of each module.

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A Study on the Weight Lightening Algorithm of 3-Dimensional Large Object based on Spatial Data LOD (공간데이터 LOD 기반 3차원 대용량 객체의 경량화 알고리즘 연구)

  • Na, Joon Yeop;Hong, Chang Hee
    • Spatial Information Research
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    • v.21 no.6
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    • pp.1-9
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    • 2013
  • Recently, Construction information is being changed from CAD to BIM, and GIS is extending from outdoor to indoor information. In these circumstances, the needs of continuous use of construction information linked with GIS are growing constantly in stages of maintenance, operation and service as well as planning, design and construction. To this end, it is essential element to represent 3-dimensional large object efficiently in establishing BIM-GIS interoperability platform by combination of construction and spatial information. In this study, we design spatial data LOD for making spatial object and texture by level, and develop weight lightening algorithm of large spatial object.