Spatial Analytics with ArcGIS
by Eric Pimpler
Print Length 页数: 290 pages
Publisher finelybook 出版社: Packt Publishing (26 April 2017)
Language 语言: English
ISBN-10: 1787122581
ISBN-13: 9781787122581
B01M3YOPIE
Key Features
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
Book Description
By finelybook
Spatial statistics has the potential to provide insight that is not otherwise available through traditional GIS tools. This book is designed to introduce you to the use of spatial statistics so you can solve complex geographic analysis.
The book begins by introducing you to the many spatial statistics tools available in ArcGIS. You will learn how to analyze patterns,map clusters,and model spatial relationships with these tools. Further on,you will explore how to extend the spatial statistics tools currently available in ArcGIS,and use the R programming language to create custom tools in ArcGIS through the ArcGIS Bridge using real-world examples.
At the end of the book,you will be presented with two exciting case studies where you will be able to practically apply all your learning to analyze and gain insights into real estate data.
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 and ArcGIS Bridge
Understand the application of Spatial Statistics tools and the R programming language through case studies
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 googleEarth/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 bachelor’s 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.
Contents
Chapter 1. Introduction To Spatial Statistics In Arcgis And R
Chapter 2. Measuring Geographic Distributions With Arcgis Tools
Chapter 3. Analyzing Patterns With Arcgis Tools
Chapter 4. Mapping Clusters With Arcgis Tools
Chapter 5. Modeling Spatial Relationships With Arcgis Tools
Chapter 6. Working With The Utilities Toolset
Chapter 7. Introduction To The R Programming Language
Chapter 8. Creating Custom Arcgis Tools With Arcgis Bridge And R
Chapter 9. Application Of Spatial Statistics To Crime Analysis
Chapter 10. Application Of Spatial Statistics To Real Estate Analysis
主要特征
使用ArcGIS工具分析模式，集群和空间关系
加快R编程速度，创建自定义工具进行分析
筛选大量犯罪和房地产数据，并使用本书中所载的工具进行分析
图书说明
空间统计数据有可能提供传统GIS工具无法提供的洞察力。本书旨在向您介绍空间统计的使用，以便您可以解决复杂的地理分析。
本书首先介绍了ArcGIS中可用的许多空间统计工具。您将学习如何分析模式，映射集群以及使用这些工具建模空间关系。此外，您将探索如何扩展ArcGIS中当前可用的空间统计工具，并使用R编程语言通过ArcGIS Bridge使用现实世界示例在ArcGIS中创建自定义工具。
在本书的最后，您将获得两个令人兴奋的案例研究，您将能够实际应用所有学习来分析和获取房地产数据的见解。
你会学到什么
了解如何衡量地理分布
进行聚类分析，包括热点和异常值分析
使用实用程序工具集执行数据转换任务
了解如何使用“空间统计工具箱”中“映射群集”工具集提供的工具
掌握R的基础知识，进行空间统计编程
使用R和ArcGIS Bridge创建自定义ArcGIS工具
通过案例研究了解空间统计工具和R编程语言的应用
关于作者
Eric Pimpler是GeoSpatial培训服务（geospatialtraining.com）的创始人和所有者，拥有20多年的经验，使用开源技术，ESRI和google Earth / Maps来实施和教授GIS解决方案。目前，他专注于使用Python的ArcGIS脚本，并使用JavaScript开发定制的ArcGIS Server Web和移动应用程序。
埃里克拥有德克萨斯农工大学地理学学士学位和应用地理学硕士学位，并从得克萨斯州立大学获得GIS专业硕士学位。
Eric是ArcGIS与Python Cookbook一起编写的作者（https://www.packtpub.com/application-development/programming-arcgis-python-cookbook-second-edition），第一版和第二版，Building Web（https:// http://www.packtpub.com/application-development/building-web-and-mobile-arcgis-server-applications-javascript）和带有JavaScript的移动ArcGIS Server应用程序和ArcGIS Blueprints（https://www.packtpub.com/application-开发/ arcgis蓝图），全部由Packt Publishing。
目录
第一章Arcgis和R的空间统计简介
第2章使用Arcgis工具测量地理分布
第3章使用ArcGIS工具分析模式
第4章使用Arcgis工具映射集群
第5章使用Arcgis工具建模空间关系
第6章使用实用程序工具集
第7章R编程语言简介
第8章使用Arcgis Bridge和R创建自定义Arcgis工具
第九章空间统计学在犯罪分析中的应用
第十章空间统计对房地产分析的应用
