Fuzzy Modeling with Spatial Information for Geographic Problems / Edition 1

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Overview

This book focuses on research advances in approaches for incorporating explicit handling of uncertainty, especially by fuzzy sets, to address geographic problems. It has two aims: to stimulate research in the theory and application of fuzzy sets to spatial information management and geographic problem solving; and to highlight advances that have matured so much that geoscientists, computer scientists, geographers, et al. use fuzzy modeling. The book includes examples of the use of fuzzy sets in representational issues such as terrain features, landscape morphology, spatial extents and approaches for spatial interpolation, plus applications using fuzzy sets covering data mining, spatial decision making, ecological simulation, and reliability in GIS.
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Editorial Reviews

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"Fuzzy Modelling … is a collection of papers of diverse but interrelated topics on the use of fuzzy logic … . The reader is given enough information and references … . this book will provide an excellent background on fuzzy logic and how it can be applied to a variety of spatial problems. It is also a valuable information source for professors, graduate students or industry professionals, and it should be on their bookshelves or at least in the library." (Alvin Simms, Geomatica, Vol. 60 (4), 2006)

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Product Details

  • ISBN-13: 9783540237136
  • Publisher: Springer Berlin Heidelberg
  • Publication date: 4/6/2005
  • Edition description: 2005
  • Edition number: 1
  • Pages: 338
  • Product dimensions: 0.81 (w) x 6.14 (h) x 9.21 (d)

Table of Contents

1 Fuzzy reasoning about geographic regions 1
2 Combined extraction of directional and topological relationship information from 2D concave objects 15
3 Field based methods for the modeling of fuzzy spatial data 41
4 Modeling localities with fuzzy sets and GIS 71
5 Mining weather data using fuzzy cluster analysis 105
6 Modelling the fuzzy spatial extent of geographical entities 121
7 Multi-dimensional interpolations with fuzzy sets 143
8 Talking space - a social & fuzzy logical GIS perspective on modelling spatial dynamics 159
9 A valuation of the reliability of a GIS based on the fuzzy logic in a concrete case study 185
10 Fuzziness and ambiguity in multi-scale analysis of landscape morphometry 209
11 Fuzzy representation of special terrain features using a similarity-based approach 233
12 Spatial decision-making using fuzzy decision tables : theory, application and limitations 253
13 Spatial decision making using fuzzy GIS 275
14 Spatially explicit individual-based ecological modeling with mobile fuzzy agents 299
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