RQGIS, Utilizing Rstudio as an alternative GIS

From CUOSGwiki
Jump to navigationJump to search

Introduction

This tutorial is meant to demonstrate how to utilize RQGIS as a method of processing and analyzing spatial data. You will learn how to set up an environment within R to utilize RStudio as a GIS application. Additionally, you will learn how to make use of various QGIS, SAGA and GRASS functions within RStudio by accessing their functions using the R coding language.


RStudio and RQGIS

RStudio

RStudio is an open source IDE that utilizes the programing language “R”. Due to the nature of open source software a wealth of packages have been developed for the “R” language(RQGIS included) which allow users to preform various types of statistical analysis, modeling and geospatial processes.

RQGIS

RQGIS acts a bridge package between the functionality of QGIS and the IDE of RStudio. By installing this package, the user can access the geospatial processing functions found within QGIS from within RStudio. This allows for the user to utilize R as their primary GIS without losing any of the functionalities tied to using QGIS.

Installation guides

QGIS

We start by creating a fresh install of QGIS in order to download the functions that we will be exploring in this tutorial. QGIS can be installed from https://www.qgis.org/en/site/forusers/download.html, for the purposes of this tutorial we will be installing the 64-bit version.

Figure 1: QGIS 64-bit installer.
  • After downloading the installer, open it, select Advanced install then click next
  • We will be intalling QGIS into the default root directory so click next to continue through the installer
  • Next select install from internet and then click next
  • A default directory will be created for temporary files, you can create a custom directory for these temporary files or use the default one
  • Select direct connection and click next
  • Select the host http://download.osgeo.org which will act as the provider for the download
  • Next click the circle to select install for: commandline_Utilities, Desktop, and Libs
Figure 1: Packages that will be installed within this version of QGIS Desktop.

R and RStudio

In order to utilize RStudio we first need to download R. This can be installed from https://cran.r-project.org/bin/windows/base/. For this installer we will be accepting all of the default paths and options.

Figure 1: R 3.5.2 installer.

Now we can download RStudio, similar to R we will be utilizing all default paths and options. RStudio can be downloaded from https://www.rstudio.com/products/rstudio/download/#download.

Figure 1: R 3.5.2 installer.

RStudio and RQGIS setup

Now that we have all of the software that we need we can proceed with setting up RQGIS within RStudio. Start by opening up RStudio and creating a new ‘’’R script’’’ file (file->new file->R script). Within this new script we will be downloading and installing some packages that allow us to manipulate raster and spatial data within RStudio. Start by adding this code to your script and running it. 

#Install packages
install.packages("sp")
install.packages("RQGIS")
install.packages("rgeos")
install.packages("raster")
#Attach packages to workspace
library("sp")
library("RQGIS")
library("rgeos")
library("raster")
  • sp: provides functions for plotting spatial data
  • RQGIS: Creates a link between the IDE (RStudio) and functions found within QGIS
  • rgeos: allows for the manipulation of vector data
  • raster: Provides the user to read, write and manipulate raster images within RStudio

Now that we have installed all the necessary packages we have to link the directory of the QGIS applications to our current RStudio workspace. This is achieved by utilizing the set_env() function. Try adding this line to your script, the console should provide an output similar to this. 

set_env()

File:Setenv.PNG

Retrieved from "https://dges.carleton.ca/CUOSGwiki/index.php?title=RQGIS,_Utilizing_Rstudio_as_an_alternative_GIS&oldid=11349"