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在地理信息系统(GIS)环境中集成空间数据分析功能:使用ArcGIS引擎和R进行空间分析(SAAR)。

Integrating spatial data analysis functionalities in a GIS environment: Spatial Analysis using ArcGIS Engine and R (SAAR).

作者信息

Koo Hyeongmo, Chun Yongwan, Griffith Daniel

机构信息

The University of Texas at Dallas, School of Economic, Political and Policy Sciences, 800 West Campbell Road, Richardson, United States.

出版信息

Trans GIS. 2018 Jun;22(3):721-736. doi: 10.1111/tgis.12452. Epub 2018 Aug 17.

Abstract

Spatial data analysis (SDA) tools to efficiently handle and explore spatial data have become readily available. Although these SDA tools have their own strengths and purposes, they suffer from limited support in terms of a development environment offering easy customization and high extensibility, a strength of open source software. This paper presents a stand-alone software package for SDA in a geographic information systems (GIS) environment, called Spatial Analysis using ArcGIS Engine and R (SAAR), which provides an integrated GIS and SDA environment. A set of SDA tools in SAAR utilize functions in R using R.NET, while other tools were developed in .NET independent of R. SAAR provides an efficient working environment for both general and advanced GIS users. For general GIS users with limited programming skills, SAAR furnishes advanced SDA tools in a popular ArcGIS environment with graphical user interfaces. For advanced GIS users, SAAR offers an extensible GIS platform to help them customize and implement SDA functions with relatively little development effort. This paper demonstrates some functionalities of SAAR using census data for Texas counties.

摘要

用于有效处理和探索空间数据的空间数据分析(SDA)工具已 readily available。尽管这些SDA工具都有各自的优势和用途,但在提供易于定制和高可扩展性的开发环境方面,它们的支持有限,而这正是开源软件的优势所在。本文介绍了一种在地理信息系统(GIS)环境中用于SDA的独立软件包,称为使用ArcGIS Engine和R的空间分析(SAAR),它提供了一个集成的GIS和SDA环境。SAAR中的一组SDA工具使用R.NET利用R中的函数,而其他工具则在独立于R的.NET中开发。SAAR为普通和高级GIS用户提供了一个高效的工作环境。对于编程技能有限的普通GIS用户,SAAR在具有图形用户界面的流行ArcGIS环境中提供高级SDA工具。对于高级GIS用户,SAAR提供了一个可扩展的GIS平台,帮助他们以相对较少的开发工作量定制和实现SDA功能。本文使用德克萨斯州县的人口普查数据展示了SAAR的一些功能。

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