Modelling Scale in Geographical Information Science

Herausgeber: Tate, Nicholas; Atkinson, Peter M

• Gebundenes Buch

Produktbeschreibung

Scale has long been a fundamental concept in geography. Its importance is emphasised in geographical information science (GIScience) where the computational domain necessitates the rigorous definition and handling of scale. Geographical information systems are now used in almost every walk of life, but scale is often handled poorly in such systems. Modelling Scale in Geographical Information Science is written by an international team of contributors drawn from both industry and academia, and considers models and methods of scaling spatial data in both human and physical systems. This book is split into three sections to give a balanced coverage of the key problems, tools and models associated with scale. Part 1 considers the fractal model of spatial variation. Fractals are mathematical models of spatial variation which are independent of scale. Part 2 addresses the modifiable areal unit problem (MAUP), which continues to be the scale issue for census data. The MAUP is comprised of two component problems: a scaling problem and a zonation problem and is intrinsic to the spatial analysis of census-type data in which the areal units vary from place to place in size, shape and orientation. The concepts of changing scale and regularization are covered in Part 3. The emphasis here is upon the tools of geostatistics (for continuous field data) and generalization (for vector models) which are used to change the scale of measurement. This book is an essential read for all GIScience researchers, advanced students and practitioners who want to delve more deeply into the scale issues of the spatial data and spatial models that form the basis of their analyses.

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Produktdetails

• Verlag: Wiley
• Seitenzahl: 296
• Erscheinungstermin: 5. Dezember 2001
• Englisch
• Abmessung: 255mm x 166mm x 22mm
• Gewicht: 689g
• ISBN-13: 9780471985464
• ISBN-10: 0471985465
• Artikelnr.: 21681679

Autorenporträt

Nicholas Tate is the editor of Modelling Scale in Geographical Information Science, published by Wiley. Peter M. Atkinson is the editor of Modelling Scale in Geographical Information Science, published by Wiley.

Inhaltsangabe

List of Contributors.
Foreword (Michael Batty).
Preface.
INTRODUCTION.
Models of Scale and Scales of Modelling (Michael F. Goodchild).
PART 1: FRACTAL MODELS.
Fractal Characterization of Multitemporal Remote Sensing Data (Dale A.
Quattrochi, et al.).
Fractals and Scale Dependencies in Topography (Nicholas J. Tate and Jo
Wood).
Measuring the 'Urban':Measuring and Modelling a Regional Settlement
Hierarchy (Victor Mesev and Paul A. Longley).
The Multifractal Structure of the Human Population Distribution (Iqbal
Adjali and Stephen Appleby).
PART 2: THE MODIFIABLE AREAL UNIT PROBLEM.
Behaviour of Regression Models under Random Aggregation (Robin Flowerdew et
al).
Using Local Census Data to Investigate Scale Effects (Mark Tranmer and
David Steel).
Scale Issues and Geographically Weighted Regression (A. Stewart
Fotheringham, et al.).
Zone Design as a Spatial Analysis Tool (Seraphim Alvanides, et al.).
PART 3: CHANGING THE SCALE OF MEASUREMENT.
Measuring Scale Effects caused by Map Generalization and the Importance of
Displacement (Elsa M. Joao).
Modelling Wildlife Distribution from Multi-Scale Spatial Data with GIS
(Richard J. Aspinall).
Determining the Spatial Scale of Variation in Environmental Properties
using the Variogram (Margaret A. Oliver).
Scaling Up and Scaling Down: The Relevance of the Support Effect on Remote
Sensing of Vegetation (Jennifer L. Dungan).
Geostatistical Regularization in Remote Sensing (Peter M. Atkinson).
CONCLUSION.
Five Key Recommendations for GI Science (Peter M. Atkinson and Nicholas J.
Tate).
Index.

Rezensionen

"...a worthwhile addition to libraries..." (The PhotogrammetricRecord, October 2002)

"...this is an excellent book with comprehensive technicalcontent and flowing textbook style of writing. ... valuablereading. (Environment & Planning B: (Planning & Design),(No. 30/1 2003)