Spatial Data Quality

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Format: Hardcover
Pub. Date: 2002-09-05
Publisher(s): CRC Press
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Summary

As research in the geosciences and social sciences becomes increasingly dependent on computers, applications such as geographical information systems are becoming indispensable tools. But the digital representations of phenomena that these systems require are often of poor quality, leading to inaccurate results, uncertainty, error propagation, and potentially legal liability. Spatial data quality has become an essential research topic within geographical information science.This book covers many of the cutting-edge research issues related to spatial data quality, including measurement in GIS and geostatistics, the modeling of spatial objects that have inherent uncertainty, spatial data quality control, quality management, communicating uncertainty and resolution, reasoning and decision-making, visualization of uncertainty and error metadata. Spatial Data Quality will be of interest to anyone undertaking research using GIS and related technologies.

Table of Contents

Contributors vii
Preface xv
Acknowledgements xix
Introduction to Part I: Theoretical Models for Uncertain GIS 1(101)
Michael F. Goodchild
Measurement-based GIS
5(13)
Michael F. Goodchild
GIS and Geostatistics for Environmental Modelling
18(17)
Peter A. Burrough
Hierarchical Topological Reasoning with Vague Regions
35(15)
Stephan Winter
Thomas Bittner
Topological Relationships between Spatial Objects with Uncertainty
50(12)
Wenzhong Shi
Wei Guo
Error-aware GIS Development
62(14)
Matt Duckham
John E. McCreadie
A Theory for Communicating Uncertainty in Spatial Databases
76(26)
Karin Reinke
Gary J. Hunter
Introduction to Part II: Methods for Handling Spatial Data Quality 102(98)
Wenzhong Shi
Statistical Quality Control of Geodata
106(10)
Wilhelm Caspary
Gerhard Joos
Data Quality: A Model for Resolvable Objects
116(11)
Thomas K. Windholz
Kate M. Beard
Michael F. Goodchild
A Practical Study on Precision and Resolution in Vector Geographical Databases
127(13)
Francois Vauglin
Visualisation of Uncertainty in Geographical Data
140(20)
Igor Drecki
Uncertainty in Polygon Filling Using Particle System Model
160(8)
Tinghua Ai
Zhongliang Cai
A Policy-Maker Point of View on Uncertainties in Spatial Decisions
168(18)
Bernard Cornelis
Sebastien Brunet
The Registration of Quality in a GIS
186(14)
Henri J. G. L. Aalders
Introduction to Part III: Applications Studies Concerning Data Quality 200(104)
Peter F. Fisher
Quality Management, Data Quality and Users, Metadata for Geographical Information
202(14)
Laure Dassonville
Francois Vauglin
Antti Jakobsson
Claude Luzet
Data Quality and Quality Management -- Examples of Quality Evaluation Procedures and Quality Management in European National Mapping Agencies
216(14)
Antti Jakobsson
A GIS with the Capacity for Managing Data Quality Information
230(21)
Jibo Qiu
Gary J. Hunter
Error Metadata Management System
251(16)
Ernesto Gan
Wenzhong Shi
Maintaining Spatial Relativity of Utilities after DCDB Upgrade
267(9)
Roger Merritt
Ewan Masters
Spatial-thematic Accuracy and Domestic Burglary in the Safer Cities Programme in England
276(18)
Ho Chung Law
Peter F. Fisher
Monte Carlo Simulation of Long-term Spatial Error Propagation in Forestry Databases
294(10)
Michael Weir
Epilog: A Prospective on Spatial Data Quality 304(7)
Index 311

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