HiAccess: High-resolution Accessibility Analysis with High Performance Geographic Information System

被引:2
|
作者
Ma, Mengyu [1 ]
Xiong, Wei [1 ]
Chen, Luo [1 ]
Guo, Ning [1 ,2 ]
Li, Jun [1 ]
Jing, Ning [1 ]
机构
[1] Natl Univ Def Technol, Coll Elect Sci, Changsha, Hunan, Peoples R China
[2] Univ Minnesota, Coll Comp Sci & Engn, Minneapolis, MN 55455 USA
关键词
Accessibility; High performance computing; Geocomputation; GIS;
D O I
10.1145/3282834.3282838
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Accessibility is an important issue in transport geography, land planning and many other related fields. Accessibility problems become computationally demanding when involving high-resolution requirements. In this demonstration, we present an accessibility analysis toolbox with open source code(1), named HiAccess, based on a high performance Geographic Information System, which promotes the performance of geocomputation by leveraging the power of high performance computing. HiAccess demonstrates the striking performance of measuring high-resolution (using 100m x 100m grids) accessibility of a city (in total over 250k grids, roads with 232k segments, 40 facilities) in 1 second without preprocessing, while ArcGIS takes nearly 1 hour to achieve a less satisfactory result.
引用
收藏
页码:28 / 31
页数:4
相关论文
共 50 条
  • [1] HiAccess: a parallel method for measuring high-resolution spatial accessibility in real time
    Ma, Mengyu
    Wu, Ye
    Guo, Ning
    Chen, Luo
    Gong, Qi
    Li, Jun
    2018 26TH INTERNATIONAL CONFERENCE ON GEOINFORMATICS (GEOINFORMATICS 2018), 2018,
  • [2] Geographic information system construction using high-resolution satellite images
    Chen, YW
    Zeng, XY
    Nakao, Z
    INTERNATIONAL CONFERENCE ON INDUSTRIAL LOGISTICS 2001, PROCEEDINGS, 2001, : 25 - 29
  • [3] Geographic Information System Construction Using High-resolution Satellite Images
    Yen-Wei Chen
    Xiang-Yan Zeng
    Zensho Nakao
    OPSEARCH, 2002, 39 (1) : 14 - 18
  • [4] The benefits of a high-resolution analysis of transit accessibility
    Benenson, Itzhak
    Ben-Elia, Eran
    Rofe, Yodan
    Geyzersky, Dmitry
    INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2017, 31 (02) : 213 - 236
  • [5] Measuring the Gap Between Car and Transit Accessibility Estimating Access Using a High-Resolution Transit Network Geographic Information System
    Benenson, Itzhak
    Martens, Karel
    Rofe, Yodan
    TRANSPORTATION RESEARCH RECORD, 2010, (2144) : 28 - 35
  • [6] A HIGH-RESOLUTION SYSTEM FOR GRADIENT ANALYSIS
    MORTON, BE
    HIRSCH, CA
    ANALYTICAL BIOCHEMISTRY, 1970, 34 (02) : 544 - &
  • [7] HIGH-RESOLUTION CATHODOLUMINESCENCE ANALYSIS SYSTEM
    DAVIDSON, SM
    RASUL, A
    JOURNAL OF PHYSICS E-SCIENTIFIC INSTRUMENTS, 1977, 10 (01): : 43 - 46
  • [8] Forest resources management information system for forest farms based on high-resolution remote sensing images and geographic information system
    Zang, Shu-Ying
    Wang, Jia
    Xiong, Ni-Na
    Feng, Zhong-Ke
    Beijing Linye Daxue Xuebao/Journal of Beijing Forestry University, 2008, 30 (SUPPL. 1): : 46 - 50
  • [9] Geographic information system data for supporting feature extraction from high-resolution aerial and satellite images
    Guienko, G
    Doytsher, Y
    JOURNAL OF SURVEYING ENGINEERING, 2003, 129 (04) : 158 - 164
  • [10] Application of high-resolution (10M) DEM on geographic information systems
    Department of Management Engineering, Kinki University, Japan
    1600, (2004):