Progress in Geospatial Analysis

• Corporate Author: SpringerLink (Online service)
• Other Authors: Murayama, Yuji (Editor)
• Format: Electronic eBook
• Language: English
• Published: Tokyo : Springer Japan : Imprint: Springer, 2012.
• Subjects: Geography.; Earth sciences.; Geographical information systems.; Remote sensing.; Geographical Information Systems/Cartography.; Earth Sciences, general.; Information Systems Applications (incl. Internet).; Remote Sensing/Photogrammetry.

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 practic...

Table of Contents:

• From the Contents: Part I Geospatial Data Acquisition and Processing
• Multispectral Classification of Remote Sensing Data for Geospatial Analysis
• Part II Geospatial Theories and Methods
• Fuzzy Set Theory in Geospatial Analysis
• Spatial Prominence and Spatial Weights Matrix in Geospatial Analysis
• Geographically Weighted Regression in Geospatial Analysis
• Weight of Evidence in Geospatial Analysis
• Markov-Cellular Automata in Geospatial Analysis
• Multilayer Perceptron Neural Networks in Geospatial Analysis
• Part III Applications in Geospatial Analysis
• Urban Growth Modeling Using Bayesian Probability Function
• Land Suitability Assessment Using a Fuzzy Multi-Criteria Evaluation
• Neighborhood Interaction in Urban Land-Use Changes Using Cellular Automata-Based.