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wiki:rstat:r_geography [2017/12/05 22:53]
wiki:rstat:r_geography [2020/07/17 06:39] (current)
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 +====== Geographical analyses with R ======
 +A wide variety of R packages are available to read, visualize and process vector and raster maps with R. An [[https://​​web/​views/​Spatial.html| overview of R packages ]] for the analyses of spatial data.\\
 +  * [[wiki:​rstat:​r_load_rast|Load and plot raster maps in R]]. Download layers from online data repositories,​ plot maps and save images with legends.
 +  * [[wiki:​rstat:​r_load_vect|Load and plot vector maps in R]]. Download layers, perform a spatial join between tables and GOS layers, plot maps with and related statistics.
 +  * [[wiki:​rstat:​r_load_proj| Load and plot online maps ]] reproject and overlay raster and vector layers.
 +  * [[wiki:​rstat:​r_cohen_kappa| Kappa statistics tutorial]] for comparing categorical maps.
 +  * Analysis of the [[wiki:​rstat:​r_spat_covar| spatial covariance]] between maps.
 +  * [[wiki:​rstat:​r_cross]]
 +===== Interesting readings =====
 +  * [[http://​​zhukov/​wp-content/​uploads/​sites/​140/​2014/​08/​rtutorial-slides-1.pdf| Yuri M. Zhukov ]] Basics of Geographic Analysis in R
 +  * [[http://​​~rowlings/​Teaching/​UseR2012/​cheatsheet.html| R Spatial Cheatsheet]]
 +  * [[http://​​gallery | sp and lattice libraries ]] to visualize spatial data.
 +  * [[http://​​2011/​05/​11/​how-to-map-connections-with-great-circles/​ | geosphere package ]] tutorial on mapping connections.
 +  * [[http://​​bbs/​wp-content/​uploads/​2011/​09/​handout_ggplot2.pdf|a ggplot2 tutorial]]
 +  * [[https://​​wp-content/​uploads/​2015/​03/​ggplot2-cheatsheet.pdf| ggplot2 cheatsheet ]]
 +  * [[http://​​R/​Raster-Data-In-R/​| NEON]] tutorial on R raster data. NEON is devoted to open data and open source in science and education.