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El. knyga: GeoComputation

Edited by (IIASA & UCL, Croydon, UK), Edited by (University of Nottingham, UK)
  • Formatas: 475 pages
  • Išleidimo metai: 23-Jun-2014
  • Leidėjas: CRC Press Inc
  • Kalba: eng
  • ISBN-13: 9781466503298
  • Formatas: 475 pages
  • Išleidimo metai: 23-Jun-2014
  • Leidėjas: CRC Press Inc
  • Kalba: eng
  • ISBN-13: 9781466503298

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A revision of Openshaw and Abraharts seminal work, GeoComputation, Second Edition retains influences of its originators while also providing updated, state-of-the-art information on changes in the computational environment. In keeping with the fields development, this new edition takes a broader view and provides comprehensive coverage across the field of GeoComputation.

See Whats New in the Second Edition:











Coverage of ubiquitous computing, the GeoWeb, reproducible research, open access, and agent-based modelling Expanded chapter on Genetic Programming and a separate chapter developed on Evolutionary Algorithms Ten chapters updated by the same or new authors and eight new chapters added to reflect state of the art

Each chapter is a stand-alone entity that covers a particular topic. You can simply dip in and out or read it from cover to cover. The opening chapter by Stan Openshaw has been preserved, with only a limited number of minor essential modifications having been enacted. This is not just a matter of respect. Openshaws work is eloquent, prophetic, and his overall message remains largely unchanged.

In contrast to other books on this subject, GeoComputation: Second Edition supplies a state-of-the-art review of all major areas in GeoComputation with chapters written especially for this book by invited specialists. This approach helps develop and expand a computational culture, one that can exploit the ever-increasing richness of modern geographical and geospatial datasets. It also supplies an instructional guide to be kept within easy reach for regular access and when need arises.

Recenzijos

"A useful mix of classical and novel summaries covering the wide breadth of geocomputational issues. This updated version of the original volume based on the groundbreaking 1996 conference is a must have for those in this field."A Stewart Fotherington, Director, Centre for Geoinformatics, University of St. Andrews

" timely statement of the state-of-the-art of this flourishing field The selection of chapter topics and authors has been done very well indeed. In a nutshell, this is the perfect new volume for the experienced researchers shelf and a must have for post-graduates looking for a foothold."Brian Lees, University of NSW, Canberra

"I welcome this second edition of this seminal book on GeoComputation. brings us right up-to-date and it is a must-have volume for all students and researchers interested in handling geographical data."P.M. Atkinson

Foreword v
Preface ix
Robert J. Abrahart
Preface xiii
Linda See
Editors xv
Contributors xvii
MATLAB Statement xix
Chapter 1 GeoComputation
1(22)
Stan Openshaw
Chapter 2 Modelling Spatial Morphologies: Fractal Patterns from Cellular Automata
23(26)
Michael Batty
Paul A. Longley
Chapter 3 Parallel Computing in Geography
49(20)
Muhammed Adnan
Paul A. Longley
Alex D. Singleton
Ian Turton
Chapter 4 The Evolving GeoWeb
69(28)
Andrew Crooks
Andrew Hudson-Smith
Arie Croitoru
Anthony Stefanidis
Chapter 5 Geovisualisation as an Analytical Toolbox for Discovery
97(28)
Mark Gahegan
Chapter 6 GeoComputation: Applications in Biology
125(18)
Shawn W. Laffan
Chapter 7 Evolutionary Algorithms
143(26)
Alison Heppenstall
Kirk Harland
Chapter 8 Genetic Programming: Magic Bullet, Poisoned Chalice or Two-Headed Monster?
169(34)
Darren J. Beriro
Robert J. Abrahart
Gary Diplock
Chapter 9 Agent-Based Modelling
203(38)
Itzhak Benenson
Chapter 10 E-Research and GeoComputation
241(18)
Mark Birkin
Nick Malleson
Chapter 11 Expert Systems for Planning and Spatial Decision Support
259(24)
Demetris Demetriou
Linda See
John Stillwell
Chapter 12 Fuzzy Modelling
283(24)
Peter F. Fisher
Vincent B. Robinson
Chapter 13 Neurocomputing for GeoComputation
307(22)
Manfred M. Fischer
Robert J. Abrahart
Chapter 14 GeoComputation and Open-Source Software: Components and Software Component Stacks
329(28)
Roger S. Bivand
Chapter 15 Location-Based GeoComputation: Strategic Rethinking of the Opportunities for Outdoor Research Afforded by Mobile Devices
357(20)
Sam Meek
Gary Priestnall
Robert J. Abrahart
Chapter 16 Ubiquitous Computing, Spatial Big Data and Open GeoComputation
377(20)
Daniel Sui
Chapter 17 Embedded GeoComputation: Publishing Text, Data and Software in a Reproducible Form
397(20)
Chris Brunsdon
Chapter 18 Limits to GeoComputation
417(12)
Linda See
Chapter 19 GeoComputation in 2061
429(18)
Keith C. Clarke
Index 447
Dr. Robert J. Abrahart is an associate professor of geographical information science in the School of Geography at the University of Nottingham, UK. He is a computational geographer with specialist interests in neural network modeling and hydroinformatics.

Dr. Linda M. See is a research scholar in the Ecosystems Services Management Program at the International Institute of Applied Systems Analysis (IIASA) in Laxenburg, Austria. Her research interests include the application of artificial intelligence and computational geography to a range of geographical problems in the human and physical domains.