GeoComputation
Editat de Robert J. Abrahart, Linda M. Seeen Limba Engleză Hardback – 23 iun 2014
See What’s 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
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.
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Specificații
ISBN-13: 9781466503281
ISBN-10: 1466503289
Pagini: 475
Ilustrații: 150 black & white illustrations, 37 black & white tables
Dimensiuni: 178 x 254 x 30 mm
Greutate: 1.02 kg
Ediția:Revizuită
Editura: CRC Press
Colecția CRC Press
ISBN-10: 1466503289
Pagini: 475
Ilustrații: 150 black & white illustrations, 37 black & white tables
Dimensiuni: 178 x 254 x 30 mm
Greutate: 1.02 kg
Ediția:Revizuită
Editura: CRC Press
Colecția CRC Press
Cuprins
GeoComputation. GeoComputatlon from the Perspective of the NCG. Grid Computing. Evolutionary Algorithms. Expert Systems for Planning and Decision Support. Fuzzy Modelling. Neural Networks. Multi-Temporal Self-Organising Maps (for Complex Process Classification). GeoComputation using Cellular Automata. Agent Based Modelling. Visualisation as a Tool for GeoComputation. Open Source GeoComputation/R. Location-based GeoComputation. Ubicomp. Evolving web/geoweb. Reproducible Research in GeoComputation. GeoComputation of Real Time Geodemographics. GeoComputatlon: Applications in Biology. Limits to GeoComputation. The Future of GeoComputation.
Notă biografică
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.
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.
Recenzii
"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 researcher’s 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
—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 researcher’s 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
Descriere
This newly updated edition covers cutting-edge topics in computational geography, addressing a domain in both geographic and computer sciences. With an extended introduction that reviews directional changes and major advances in the field since the first edition, this book includes ten new topics as well as substantial modifications to existing chapters. Written by recognized international experts and up-and-coming researchers, the text introduces the subject matter by providing readable accounts of current developments. In addition, the authors examine possibilities for future developments through the year 2061.