Local Models For Spatial Analysis

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Local Models For Spatial Analysis Second Edition

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Author : Christopher D. Lloyd
language : en
Publisher: CRC Press
Release Date : 2010-10-13

Local Models For Spatial Analysis Second Edition written by Christopher D. Lloyd and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-10-13 with Technology & Engineering categories.

Written in recognition of developments in spatial data analysis that focused on differences between places, the first edition of Local Models for Spatial Analysis broke new ground with its focus on local modelling methods. Reflecting the continued growth and increased interest in this area, the second edition describes a wide range of methods which account for local variations in geographical properties. What’s new in the Second Edition: Additional material on geographically-weighted statistics and local regression approaches A better overview of local models with reference to recent critical reviews about the subject area Expanded coverage of individual methods and connections between them Chapters have been restructured to clarify the distinction between global and local methods A new section in each chapter references key studies or other accounts that support the book Selected resources provided online to support learning An introduction to the methods and their underlying concepts, the book uses worked examples and case studies to demonstrate how the algorithms work their practical utility and range of application. It provides an overview of a range of different approaches that have been developed and employed within Geographical Information Science (GIScience). Starting with first principles, the author introduces users of GISystems to the principles and application of some widely used local models for the analysis of spatial data, including methods being developed and employed in geography and cognate disciplines. He discusses the relevant software packages that can aid their implementation and provides a summary list in Appendix A. Presenting examples from a variety of disciplines, the book demonstrates the importance of local models for all who make use of spatial data. Taking a problem driven approach, it provides extensive guidance on the selection and application of local models.

Local Models For Spatial Analysis

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Author : Christopher D. Lloyd
language : en
Publisher: CRC Press
Release Date : 2006-10-25

Local Models For Spatial Analysis written by Christopher D. Lloyd and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-10-25 with Technology & Engineering categories.

In both the physical and social sciences, there are now available large spatial data sets with detailed local information. Global models for analyzing these data are not suitable for investigating local variations; consequently, local models are the subject of much recent research. Collecting a variety of models into a single reference, Local Models for Spatial Analysis explains in detail a variety of approaches for analyzing univariate and multivariate spatial data. Different models make use of data in unique ways, and this book offers perspectives on various definitions of what constitutes “local,” varying spatial scales, and nonstationary models. The author discusses analyses of single variables on grids, multiple variables, deterministic approaches to spatial prediction, geostatistical prediction, and point patterns. He uses numerous worked examples, illustrations, and case studies to shed light on issues involved in implementing the concepts in practice, and makes use of physical and social science data sets. In each chapter, the book follows a consistent format that introduces global approaches followed by corresponding local approaches, providing an assessment of the suitability of various methods in particular situations. Combining a valuable array of tools for GIScience and GISystems, Local Models for Spatial Analysis guides you in selecting and applying the most appropriate model for a given purpose and set of data.

Environment Planning

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Author :
language : en
Publisher:
Release Date : 2012

Environment Planning written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with City planning categories.

Gis Spatial Analysis And Modeling

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Author : David J. Maguire
language : en
Publisher: Esri Press
Release Date : 2005

Gis Spatial Analysis And Modeling written by David J. Maguire and has been published by Esri Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Computers categories.

A guide for geographic analysts, modelers, software engineers, and GIS professionals, this book discusses agent-based modeling, dynamic feedback and simulation modeling, as well as links between models and GIS software. This collection also presents a state-of-the-art understanding of applications based on environmental, atmospheric, hydrological, urban, social, health, and economic models.

Geografie

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Author :
language : en
Publisher:
Release Date : 2008

Geografie written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Geography categories.

Canadian Journal Of Forest Research

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Author :
language : en
Publisher:
Release Date : 2016-04

Canadian Journal Of Forest Research written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04 with Forests and forestry categories.

Data Analysis And Modeling For Process Control

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Author :
language : en
Publisher:
Release Date : 2005

Data Analysis And Modeling For Process Control written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Intelligent control systems categories.

Statistical Methods And Modeling And Safety Data Analysis And Evaluation

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Author : National Research Council (U.S.). Transportation Research Board
language : en
Publisher:
Release Date : 2003

Statistical Methods And Modeling And Safety Data Analysis And Evaluation written by National Research Council (U.S.). Transportation Research Board and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Traffic accident investigation categories.

Covers empirical approaches to outlier detection in intelligent transportation systems data, modeling of traffic crash-flow relationships for intersections, profiling of high-frequency accident locations by use of association rules, analysis of rollovers and injuries with sport utility vehicles, and automated accident detection at intersections via digital audio signal processing.

Forest Science

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Author :
language : en
Publisher:
Release Date : 2011

Forest Science written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Electronic journals categories.

Geographically Weighted Regression

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Author : A. Stewart Fotheringham
language : en
Publisher: John Wiley & Sons
Release Date : 2003-02-21

Geographically Weighted Regression written by A. Stewart Fotheringham and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-02-21 with Science categories.

Geographical Weighted Regression (GWR) is a new local modelling technique for analysing spatial analysis. This technique allows local as opposed to global models of relationships to be measured and mapped. This is the first and only book on this technique, offering comprehensive coverage on this new 'hot' topic in spatial analysis. * Provides step-by-step examples of how to use the GWR model using data sets and examples on issues such as house price determinants, educational attainment levels and school performance statistics * Contains a broad discussion of and basic concepts on GWR through to ideas on statistical inference for GWR models * uniquely features accompanying author-written software that allows users to undertake sophisticated and complex forms of GWR within a user-friendly, Windows-based, front-end (see book for details).