Difference between revisions of "Lesson10"

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<font size="5">'''Visualising and Analysing Multidimensional Data with R'''</font>
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<font size="5">'''Geovisualisation and GeoVisual Analytics with R'''</font>
  
 
=Content=
 
=Content=
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* 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
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** Proportional symbol mapping with tmap
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** Choropleth mapping with tmap
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* GeoVisual Analytics with R
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** Statistical mapping
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** GeoVisual Analytics Application with R Shiny
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=All About R=
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==sf package==
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* [https://r-spatial.github.io/sf/articles/sf1.html Simple Features for R]
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* [https://r-spatial.github.io/sf/articles/sf2.html Reading, Writing and Converting Simple Features]
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* [https://r-spatial.github.io/sf/articles/sf3.html Manipulating Simple Feature Geometries]
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* [https://r-spatial.github.io/sf/articles/sf4.html Manipulating Simple Features]
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* [https://r-spatial.github.io/sf/articles/sf5.html Plotting Simple Features]
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* [https://r-spatial.github.io/sf/articles/sf6.html Miscellaneous]
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* [https://r-spatial.github.io/sf/articles/sf7.html Spherical geometry in sf using s2geometry]
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==raster package==
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* [https://cran.r-project.org/web/packages/raster/raster.pdf raster reference]
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* [https://rspatial.org/raster/pkg/index.html The raster package]
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==stars==
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* [https://r-spatial.github.io/stars/reference/index.html stars reference]
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* [https://r-spatial.github.io/stars/index.html Spatiotemporal Arrays: Raster and Vector Datacubes]
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* [https://r-spatial.github.io/stars/articles/stars1.html Introduction]
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* [https://r-spatial.github.io/stars/articles/stars3.html stars tidyverse methods]
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* [https://r-spatial.github.io/stars/articles/stars7.html Statistical modelling with stars objects]
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==tmap package==
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* [https://cran.r-project.org/web/packages/tmap/tmap.pdf tmap reference]
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* [https://cran.r-project.org/web/packages/tmap/vignettes/tmap-getstarted.html tmap: get started!]
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* [https://cran.r-project.org/web/packages/tmap/vignettes/tmap-changes.html tmap: what is changed in recent versions?]
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* [https://www.jstatsoft.org/article/view/v084i06 Tennekes, M., 2018, tmap: Thematic Maps in R, Journal of Statistical Software, 84(6), 1-39]

Latest revision as of 21:15, 21 February 2021

Vaa logo.jpg 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

raster package

stars

tmap package