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使用 Rwui 创建的网络应用程序在 Google 动态地图上显示 R 空间统计信息。

Displaying R spatial statistics on Google dynamic maps with web applications created by Rwui.

机构信息

MRC Biostatistics Unit, Robinson Way, Cambridge, UK.

出版信息

Int J Health Geogr. 2012 Sep 24;11:41. doi: 10.1186/1476-072X-11-41.

Abstract

BACKGROUND

The R project includes a large variety of packages designed for spatial statistics. Google dynamic maps provide web based access to global maps and satellite imagery. We describe a method for displaying directly the spatial output from an R script on to a Google dynamic map.

METHODS

This is achieved by creating a Java based web application which runs the R script and then displays the results on the dynamic map. In order to make this method easy to implement by those unfamiliar with programming Java based web applications, we have added the method to the options available in the R Web User Interface (Rwui) application. Rwui is an established web application for creating web applications for running R scripts. A feature of Rwui is that all the code for the web application being created is generated automatically so that someone with no knowledge of web programming can make a fully functional web application for running an R script in a matter of minutes.

RESULTS

Rwui can now be used to create web applications that will display the results from an R script on a Google dynamic map. Results may be displayed as discrete markers and/or as continuous overlays. In addition, users of the web application may select regions of interest on the dynamic map with mouse clicks and the coordinates of the region of interest will automatically be made available for use by the R script.

CONCLUSIONS

This method of displaying R output on dynamic maps is designed to be of use in a number of areas. Firstly it allows statisticians, working in R and developing methods in spatial statistics, to easily visualise the results of applying their methods to real world data. Secondly, it allows researchers who are using R to study health geographics data, to display their results directly onto dynamic maps. Thirdly, by creating a web application for running an R script, a statistician can enable users entirely unfamiliar with R to run R coded statistical analyses of health geographics data. Fourthly, we envisage an educational role for such applications.

摘要

背景

R 项目包括了大量用于空间统计的程序包。谷歌动态地图提供了基于网络的全球地图和卫星图像访问方式。我们描述了一种将 R 脚本的空间输出直接显示在谷歌动态地图上的方法。

方法

这是通过创建一个基于 Java 的网络应用程序来实现的,该程序运行 R 脚本,然后在动态地图上显示结果。为了使不熟悉编程的人也能轻松实现这种方法,我们在 R Web 用户界面(Rwui)应用程序中添加了这个方法。Rwui 是一个成熟的用于创建运行 R 脚本的网络应用程序的应用程序。Rwui 的一个特点是,创建的网络应用程序的所有代码都是自动生成的,因此,即使是没有网络编程知识的人,也可以在几分钟内制作出一个可运行 R 脚本的功能齐全的网络应用程序。

结果

现在,Rwui 可以用于创建网络应用程序,将 R 脚本的结果显示在谷歌动态地图上。结果可以显示为离散的标记和/或连续的覆盖图。此外,网络应用程序的用户可以通过鼠标点击在动态地图上选择感兴趣的区域,然后自动将感兴趣区域的坐标提供给 R 脚本使用。

结论

这种在动态地图上显示 R 输出的方法旨在在多个领域发挥作用。首先,它允许在 R 中工作并开发空间统计方法的统计学家,轻松地将他们的方法应用于实际数据的结果可视化。其次,它允许使用 R 研究健康地理数据的研究人员,将他们的结果直接显示在动态地图上。第三,通过创建一个运行 R 脚本的网络应用程序,统计学家可以让完全不熟悉 R 的用户运行对健康地理数据的 R 编码统计分析。第四,我们设想这种应用程序具有教育作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4503/3548681/3305bc8cbb9a/1476-072X-11-41-1.jpg

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