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Title Progress in geospatial analysis / Yuji Murayama, editor.
Imprint Tokyo ; New York : Springer, 2012.

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Series Springer GIS / Cartography
Subject Geographic information systems.
Alt Name Murayama, Yūji, 1953-
Description 1 online resource (xii, 291 pages) : illustrations (some color), maps.
polychrome rdacc
Contents Part 1. Geospatial Data Acquisition and Processing -- Multispectral Classification of Remote Sensing Data for Geospatial Analysis / Duong Dang Khoi and Kondwani Godwin Munthali -- Data Collection, Processing, and Applications for Geospatial Analysis / Ko Ko Lwin, Ronald C. Estoque and Yuji Murayama -- Part 2. Geospatial Theories and Methods -- Fuzzy Set Theory in Geospatial Analysis / Yaolong Zhao -- Spatial Prominence and Spatial Weights Matrix in Geospatial Analysis / Changping Zhang -- Geographically Weighted Regression in Geospatial Analysis / Rajesh Bahadur Thapa and Ronald C. Estoque -- Weight of Evidence in Geospatial Analysis / Rajesh Bahadur Thapa -- Markov-Cellular Automata in Geospatial Analysis / Courage Kamusoko -- Multi-layer Perceptron Neural Networks in Geospatial Analysis / Duong Dang Khoi and Yuji Murayama -- Agent-Based Simulation in Geospatial Analysis / Kondwani Godwin Munthali -- Analytic Hierarchy Process in Geospatial Analysis / Ronald C. Estoque -- GIS Network Model in Geospatial Analysis / Ko Ko Lwin and Yuji Murayama -- Part 3. Applications in Geospatial Analysis -- Urban Growth Modeling Using the Bayesian Probability Function / Rajesh Bahadur Thapa and Yuji Murayama -- Land Suitability Assessment Using a Fuzzy Multi-Criteria Evaluation / Duong Dang Khoi and Yuji Murayama -- Neighborhood Interaction in Urban Land-Use Changes Using Cellular Automata-Based Geo-Simulation / Yaolong Zhao, Bingliang Cui and Yuji Murayama -- Web-Based Interactive Walkability Measurement Using Remote Sensing and Geographical Information Systems / Ko Ko Lwin and Yuji Murayama -- Watershed Evaluation Using Geospatial Techniques / Kondwani Godwin Munthali and Yuji Murayama.
Bibliography Note Includes bibliographical references and index.
Summary This book examines current trends and developments in the methods and applications of geospatial analysis and highlights future development prospects. It provides a comprehensive discussion of remote sensing- and geographical information system (GIS)-based data processing techniques, current practices, theories, models, and applications of geospatial analysis. Data acquisition and processing techniques such as remote sensing image selections, classifications, accuracy assessments, models of GIS data, and spatial modeling processes are the focus of the first part of the book. In the second part, theories and methods related to fuzzy sets, spatial weights and prominence, geographically weighted regression, weight of evidence, Markov-cellular automata, artificial neural network, agent-based simulation, multi-criteria evaluation, analytic hierarchy process, and a GIS network model are included. Part three presents selected best practices in geospatial analysis. The chapters, all by expert authors, are arranged so that readers who are new to the field will gain an overview and important insights. Those readers who are already practitioners will gain from the advanced and updated materials and state-of-the-art developments in geospatial analysis.
Note English.
ISBN 9784431540007 (electronic bk.)
4431540008 (electronic bk.)
4431539999 (print)
9784431539995 (print)
ISBN/ISSN 10.1007/978-4-431-54000-7
OCLC # 799028129
Additional Format Print version: Progress in geospatial analysis. Tokyo ; New York : Springer, 2012 9784431539995 (DLC) 2012941297 (OCoLC)755698371

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