GeoSurveillance: a GIS-based system for the detection and monitoring of spatial clusters

被引：0
|
作者：
Ikuho Yamada
Peter A. Rogerson
Gyoungju Lee
机构：
[1] University of Utah,Department of Geography
[2] University at Buffalo,Department of Geography and Department of Biostatistics
[3] State University of New York,Geospatial Information Research Center
[4] Korea Research Institute for Human Settlements,undefined
来源：
Journal of Geographical Systems | 2009年 / 11卷
关键词：
Spatial surveillance; Cluster detection; GIS; Prospective analysis; Low birth weight; I100 Health: General; C020 Mathematical Methods; C880 Data Collection and Data Estimation Methodology; Computer Programs; Other Computer Software;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
This article introduces a software package named GeoSurveillance that combines spatial statistical techniques and GIS routines to perform tests for the detection and monitoring of spatial clustering. GeoSurveillance provides both retrospective and prospective tests. While retrospective tests are applied to spatial data collected for a particular point in time, prospective tests attempt to incorporate the dynamic nature of spatial patterns via analyzing time-series data to detect emergent clusters as quickly as possible. This article will outline the structure of GeoSurveillance as well as describe the statistical cluster detection methods implemented in the software. It concludes with an illustration of the use of the software to analyze the spatial pattern of low birth weights in Los Angeles County, California.
引用
收藏
页码：155 / 173
页数：18
相关论文
共 50 条
  • [1] GeoSurveillance: a GIS-based system for the detection and monitoring of spatial clusters
    Yamada, Ikuho
    Rogerson, Peter A.
    Lee, Gyoungju
    JOURNAL OF GEOGRAPHICAL SYSTEMS, 2009, 11 (02) : 155 - 173
  • [2] GIS-Based Tunnel Deformation Monitoring System
    Liu Shaotang
    Pan Guorong
    Liao Zhongping
    Liang Yubao
    Li Weixiao
    PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND COMPUTER SCIENCE, VOL III, 2009, : 553 - +
  • [3] GIS-based spatial analysis system of soil liquefaction
    Zhou, JF
    Sun, SL
    Gan, X
    Jiang, ZQ
    PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON WATER RESOURCES AND THE URBAN ENVIRONMENT, 2003, : 633 - 637
  • [4] A RS/GIS-Based System for Monitoring Weed Disasters
    Sun, Ling
    Zhu, Zesheng
    2012 FIRST INTERNATIONAL CONFERENCE ON AGRO-GEOINFORMATICS (AGRO-GEOINFORMATICS), 2012, : 408 - 411
  • [5] A conceptual framework for GIS-Based vehicle monitoring system
    Lee, DC
    Kwon, JH
    Hong, K
    Shin, SY
    COMPUTERS AND THEIR APPLICATIONS, 2000, : 404 - 407
  • [6] GIS-based integration of spatial and remote sensing data for wildfire monitoring
    Valero, Mario M.
    Rios, Oriol
    Mata, Christian
    Pastor, Elsa
    Planas, Eulalia
    EARTH RESOURCES AND ENVIRONMENTAL REMOTE SENSING/GIS APPLICATIONS IX, 2018, 10790
  • [7] GPS monitoring and GIS-based spatial and temporal analysis of land subsidence
    Key Laboratory of Engineering Geomechanics, Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing 100029, China
    不详
    不详
    Beijing Daxue Xuebao Ziran Kexue Ban, 2007, 2 (278-281):
  • [8] GIS-based bridge structural health monitoring and management system
    Shi, WZ
    Cheng, PG
    Ko, JM
    Liu, C
    NONDESTRUCTIVE EVALUATION AND HEALTH MONITORING OF AEROSPACE MATERIALS AND CIVIL INFRASTRUCTURES, 2002, 4704 : 12 - 19
  • [9] MeteoGIS: GIS-based system for monitoring of severe meteorological phenomena
    Jurczyk, Anna
    Osrodka, Katarzyna
    Szturc, Jan
    Giszterowicz, Mateusz
    Przeniczny, Pawel
    Tkocz, Grzegorz
    METEOROLOGY HYDROLOGY AND WATER MANAGEMENT-RESEARCH AND OPERATIONAL APPLICATIONS, 2015, 3 (02): : 49 - 61
  • [10] A GIS-based novel active monitoring system for fiber networks
    Akdemir, Ozer Koray
    Dursun, Taner
    Arslan, Sadik
    Benzer, Recep
    Akcayol, Muhammet Ali
    TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2016, 24 (01) : 247 - 261
12345