Lesson10

ISSS608 Visual Analytics and Applications

About

Weekly Session

Assignment

Visual Analytics Project

Course Resources

Geovisualisation and GeoVisual Analytics with R

Content

• Handling Geospatial Data with R
  • sf package for vector data handling
  • raster package for raster data handling
  • Star package for spatio-temporal data data handling
• Thematic Mapping with R
  • Introducing tmap
  • Proportional symbol mapping with tmap
  • Choropleth mapping with tmap
• GeoVisual Analytics with R
  • Statistical mapping
  • GeoVisual Analytics Application with R Shiny

All About R

sf package

• Simple Features for R
• Reading, Writing and Converting Simple Features
• Manipulating Simple Feature Geometries
• Manipulating Simple Features
• Plotting Simple Features
• Miscellaneous
• Spherical geometry in sf using s2geometry

raster package

• raster reference
• The raster package

stars

• stars reference
• Spatiotemporal Arrays: Raster and Vector Datacubes
• Introduction
• stars tidyverse methods
• Statistical modelling with stars objects

tmap package

• tmap reference
• tmap: get started!
• [ tmap: what is changed in recent versions?]
• Tennekes, M., 2018, tmap: Thematic Maps in R, Journal of Statistical Software, 84(6), 1-39