Difference between revisions of "Lesson10"
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| − | <font size="5">''' | + | <font size="5">'''Geovisualisation and GeoVisual Analytics with R'''</font> |
=Content= | =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== | ||
| + | * [https://r-spatial.github.io/sf/articles/sf1.html Simple Features for R] | ||
| + | * [https://r-spatial.github.io/sf/articles/sf2.html Reading, Writing and Converting Simple Features] | ||
| + | * [https://r-spatial.github.io/sf/articles/sf3.html Manipulating Simple Feature Geometries] | ||
| + | * [https://r-spatial.github.io/sf/articles/sf4.html Manipulating Simple Features] | ||
| + | * [https://r-spatial.github.io/sf/articles/sf5.html Plotting Simple Features] | ||
| + | * [https://r-spatial.github.io/sf/articles/sf6.html Miscellaneous] | ||
| + | * [https://r-spatial.github.io/sf/articles/sf7.html Spherical geometry in sf using s2geometry] | ||
| + | |||
| + | ==raster package== | ||
| + | * [https://cran.r-project.org/web/packages/raster/raster.pdf raster reference] | ||
| + | * [https://rspatial.org/raster/pkg/index.html The raster package] | ||
| + | |||
| + | ==stars== | ||
| + | * [https://r-spatial.github.io/stars/reference/index.html stars reference] | ||
| + | * [https://r-spatial.github.io/stars/index.html Spatiotemporal Arrays: Raster and Vector Datacubes] | ||
| + | * [https://r-spatial.github.io/stars/articles/stars1.html Introduction] | ||
| + | * [https://r-spatial.github.io/stars/articles/stars3.html stars tidyverse methods] | ||
| + | * [https://r-spatial.github.io/stars/articles/stars7.html Statistical modelling with stars objects] | ||
| + | |||
| + | ==tmap package== | ||
| + | * [https://cran.r-project.org/web/packages/tmap/tmap.pdf tmap reference] | ||
| + | * [https://cran.r-project.org/web/packages/tmap/vignettes/tmap-getstarted.html tmap: get started!] | ||
| + | * [https://cran.r-project.org/web/packages/tmap/vignettes/tmap-changes.html tmap: what is changed in recent versions?] | ||
| + | * [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
ISSS608 Visual Analytics and Applications
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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
stars
- stars reference
- Spatiotemporal Arrays: Raster and Vector Datacubes
- Introduction
- stars tidyverse methods
- Statistical modelling with stars objects
