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Eric Pimpler - Spatial Analytics with ArcGIS

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Eric Pimpler Spatial Analytics with ArcGIS
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Pattern Analysis and cluster mapping made easy

About This Book

  • Analyze patterns, clusters, and spatial relationships using ArcGIS tools
    • Get up to speed in R programming to create custom tools for analysis
    • Sift through tons of crime and real estate data and analyze it using the tools built in the book

      Who This Book Is For

      This book is for ArcGIS developers who want to perform complex geographic analysis through the use of spatial statistics tools including ArcGIS and R. No knowledge of R is assumed.

      What You Will Learn

    • Get to know how to measure geographic distributions
    • Perform clustering analysis including hot spot and outlier analysis
    • Conduct data conversion tasks using the Utilities toolset
    • Understand how to use the tools provided by the Mapping Clusters toolset in the Spatial Statistics Toolbox
    • Get to grips with the basics of R for performing spatial statistical programming
    • Create custom ArcGIS tools with R...
  • Eric Pimpler: author's other books


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    Title Page Spatial Analytics with ArcGIS Use the spatial statistics tools - photo 1
    Title Page
    Spatial Analytics with ArcGIS
    Use the spatial statistics tools provided by ArcGIS and build your own to perform complex geographic analysis
    Eric Pimpler

    BIRMINGHAM - MUMBAI Copyright Spatial Analytics with ArcGIS Copyright 2017 - photo 2

    BIRMINGHAM - MUMBAI

    Copyright
    Spatial Analytics with ArcGIS

    Copyright 2017 Packt Publishing

    All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

    Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor Packt Publishing, and its dealers and distributors will be held liable for any damages caused or alleged to be caused directly or indirectly by this book.

    Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

    First published: April 2017

    Production reference: 1200417

    Published by Packt Publishing Ltd.
    Livery Place
    35 Livery Street
    Birmingham
    B3 2PB, UK.


    ISBN 978-1-78712-258-1

    www.packtpub.com

    Credits

    Author

    Eric Pimpler

    Copy Editor

    Pranjali Chury

    Reviewer

    Ken Doman

    Project Coordinator

    Vaidehi Sawant

    Commissioning Editor

    Aaron Lazar

    Proofreader

    Safis Editing

    Acquisition Editor

    Vinay Argekar

    Indexer

    Mariammal Chettiyar

    ContentDevelopmentEditor

    Zeeyan Pinheiro

    Graphics

    Abhinash Sahu

    Technical Editor

    Vibhuti Gawde

    Production Coordinator

    Aparna Bhagat

    About the Author

    Eric Pimpler is the founder and owner of GeoSpatial Training Services (geospatialtraining.com) and has over 20 years of, experience implementing and teaching GIS solutions using open source technology, ESRI and Google Earth/Maps. Currently, he focuses on ArcGIS scripting with Python and the development of custom ArcGIS Server web and mobile applications using JavaScript.

    Eric has a bachelors degree in geography from Texas A&M University and a master's degree in applied geography with a concentration in GIS from Texas State University.

    Eric is the author of Programming ArcGIS with Python Cookbook (https://www.packtpub.com/application-development/programming-arcgis-python-cookbook-second-edition), first and second edition, Building Web (https://www.packtpub.com/application-development/building-web-and-mobile-arcgis-server-applications-javascript) and Mobile ArcGIS Server Applications with JavaScript, and ArcGIS Blueprints (https://www.packtpub.com/application-development/arcgis-blueprints), all by Packt Publishing.

    About the Reviewer

    Ken Doman is a senior frontend engineer at GEO Jobe, a software development company and ESRI business partner that helps public sector organizations and private sector businesses get the most out of geospatial solutions. Ken has worked with web and geospatial solutions for local and county government, and private industry for over 9 years.

    Ken is the author of Mastering ArcGIS Server Development with JavaScript. He has also reviewed several books for Packt Publishing, including Building Web and Mobile ArcGIS Server Applications with JavaScript by Eric Pimpler and ArcGIS for Desktop Cookbook by Daniela Christiana Docan.

    I'd like to thank my wife for putting up with the late nights while I reviewed books and videos. I would also like to thank GEO Jobe and all my previous employers, Bruce Harris and Associates, City of Plantation, Florida, and the City of Jacksonville, Texas. You all gave me opportunities to learn and work in a career that I enjoy. I would like to thank Packt Publishing, who found me when I was a simple blogger and social media junkie, and let me have a place to make a positive impact in GIS. Finally, I would like to thank the one from whom all blessings flow.
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    Preface

    The Spatial Statistics toolbox in ArcGIS contains a set of tools for analyzing spatial distributions, patterns, processes, and relationships. While similar to traditional statistics, spatial statistics are a unique set of analyses that incorporate geography. These tools can be used with all license levels of ArcGIS Desktop and are a unique way of exploring the spatial relationships inherent in your data. In addition to using ArcBridge, the R programming language can now be used with ArcGIS Desktop to provide customized statistical analysis and tools.

    Spatial Analytics in ArcGIS begins with an introduction to the field of spatial statistics. After this brief introduction ,well examine increasingly complex spatial statistics tools. Well start by covering the tools found in the Measuring Geographic Distributions toolset, which provide descriptive spatial statistical information. Next, the Analyzing Patterns toolset will teach the reader how to evaluate datasets for clustering, dispersion, or random patterns. As we move on, you will also be introduced to much more advanced and interesting spatial statistical analysis, including hot spot analysis, similarity search, and least squares regression among others.

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