Does anyone know some good tutorials, books, papers, blogs, etc to handle spatial data in R?
I know that there are some packages like rgdal and maptools but I haven't actually found useful tutorials to get in touch with the basic functions (read, plot, change symbology, join data, etc.) and/or to get a broader overview what are the actual capabilities of R for spatial analysis and manipulation of Spatial data.
Best Answer
There's quite a few resources for learning 'spatial' R online:
spatial-analyst.net
A really solid blog post by Frank Davenport, with notes on some basic spatial data manipulation in R
R Spatial Tips (Internet Archive link, original site seems to be gone)
Barry Rowlingson's site containing some great examples and a cheatsheet
I'd strongly recommend Analysing spatial point patterns in 'R' by Prof. Adrian Baddeley at the CSIRO in Australia. It covers the
spatstat
module in depth and I think it's a great resource for cluster analysis.Applied Spatial Data Analysis in R (Bivand, Roger S., Pebesma, Edzer J., Gómez-Rubio, Virgilio) and Spatial Statistics and Modeling (Gaetan, Carlo, Guyon, Xavier) are also both great books.
Virgilio Gómez Rubio's (he is the author of the famous/superuseful ASDAR book, mentioned in other answers) website provides materials to his tutorials from useR! conferences - slides, data and code are available.
Apart from ADAR, there is now new book 'An Introduction to R for Spatial Analysis and Mapping' by Brundson & Comber with code available for download.
CSDE (University of Washington) course on GIS has some spatial R materials, focusing on ESDA, GWR, spatial regression
Maps with R I (II, III) series of blog posts offer a lot of extensively commented code that you can learn from.
UC Davis Soil Resource Laboratory has a nice collection of tips and examples of spatial R
Francisco Rodriguez-Sanchez has a nice materials on 'Spatial data in R: Using R as a GIS'.
A Practical Guide to Geostatistical Mapping by T. Hengl
Comprehensive Tutorial for Spatio-Temporal R Package (Bergen et al., 2013)
ggmap: Spatial Visualization with ggplot2 (Kahle and Wickham)
D.G Rossiter (lecture notes)
Spatial.ly
A few nice tutorials, including some with a focus on interactivity (often listed as a weakness of doing GIS with R)
I also made a quick easy and holistic tutorial you folks can check out here https://github.com/mattjbayly/MapsProj. All you need is the R text script and all other material is downloaded remotely from R.
My tutorial covered GIS data imports/exports, basic manipulation of vector & raster data, some of basic plotting and a brief overview of projections. Estimated time to complete: 60mins