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1 Murayama · Thapa Eds. GeoJournal Library 100 Yuji Murayama · Rajesh B. Thapa Editors Spatial Analysis and Modeling in Geographical Transformation Process GIS-based Applications GeoJournal Library 100 Spatial Analysis and Modeling in Geographical Transformation Process Yuji Murayama Rajesh B. Thapa Editors Earth Sciences ISSN 0924-5499 Spatial Analysis and Modeling in Geographical Transformation Process GIS-based Applications Interest in spatial science with GIS has tremendously grown in recent years in multi- dimensions. Researchers from a variety of academic disciplines are employing geographical thinking and GIS tools to develop spatially-explicit models to understand the real world phenomena. Currently, spatial science is becoming more important than ever because enormous volumes of spatial data are available from different sources, such as GPS, Remote Sensing, and others.  This book deals with spatial analysis and modelling. It provides a comprehensive discussion of spatial analysis, methods, and approaches related to human settlements and associated environment. Full overview of the topic including a range of geographic and thematic applications and synthesis of recent research progress on the theory and practice is covered. Empirical case studies from different regions in Asia are collected to show the usefulness of GIS. ese studies examine the geographical transformation process using spatial autocorrelation, fuzzy, neighbourhood analysis, voronoi, cellular automata, analytic hierarchy process, artificial neural network, spatial metrics, regression, and remote sensing mapping techniques. Techniques of population estimation in case of emergency preparedness are also discussed. Furthermore, the readers will enjoy the geographic visualization of the different results and experience by fully functional Web- GIS system. e core value of this book is a wide variety of methods with state of the art discussion in order to understand the drastically changing environment on the earth.  is volume provides a milestone reference to students, researchers, planners, and other practitioners dealing the spatial problems on urban and regional issues. 9 7 8 9 4 0 0 7 0 6 7 0 5 ISBN 978-94-007-0670-5

1 Spatial Analysis and Modeling in Geographical ...giswin.geo.tsukuba.ac.jp/sis/book/Spatial_Analysis_and...Transformation Process Yuji Murayama Rajesh B. Thapa Editors Earth Sciences

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Page 1: 1 Spatial Analysis and Modeling in Geographical ...giswin.geo.tsukuba.ac.jp/sis/book/Spatial_Analysis_and...Transformation Process Yuji Murayama Rajesh B. Thapa Editors Earth Sciences

1

Murayam

a · Thapa Eds.

GeoJournal Library 100

Yuji Murayama · Rajesh B. Thapa Editors

Spatial Analysis and Modeling in Geographical Transformation ProcessGIS-based Applications

GeoJournal Library 100

Spatial Analysis and Modeling in Geographical Transformation Process

Yuji MurayamaRajesh B. Thapa Editors

Earth SciencesISSN 0924-5499

Spatial Analysis and Modeling in Geographical Transform

ation Process

GIS-based Applications

Interest in spatial science with GIS has tremendously grown in recent years in multi-dimensions. Researchers from a variety of academic disciplines are employing geographical thinking and GIS tools to develop spatially-explicit models to understand the real world phenomena. Currently, spatial science is becoming more important than ever because enormous volumes of spatial data are available from diff erent sources, such as GPS, Remote Sensing, and others. This book deals with spatial analysis and modelling. It provides a comprehensive discussion of spatial analysis, methods, and approaches related to human settlements and associated environment. Full overview of the topic including a range of geographic and thematic applications and synthesis of recent research progress on the theory and practice is covered. Empirical case studies from diff erent regions in Asia are collected to show the usefulness of GIS. Th ese studies examine the geographical transformation process using spatial autocorrelation, fuzzy, neighbourhood analysis, voronoi, cellular automata, analytic hierarchy process, artifi cial neural network, spatial metrics, regression, and remote sensing mapping techniques. Techniques of population estimation in case of emergency preparedness are also discussed. Furthermore, the readers will enjoy the geographic visualization of the diff erent results and experience by fully functional Web-GIS system. Th e core value of this book is a wide variety of methods with state of the art discussion in order to understand the drastically changing environment on the earth. Th is volume provides a milestone reference to students, researchers, planners, and other practitioners dealing the spatial problems on urban and regional issues.

9 7 8 9 4 0 0 7 0 6 7 0 5

ISBN 978-94-007-0670-5