Additional Resources and Materials

Additional R Resources: A (woefully incomplete) list

For those interested in further tutorials or resources for spatial data analysis and R more generally, please refer to:

• The R for DataScience book
• Rstudio Cheatsheets!
• Jamie Afflerbach’s Spatial Analysis in R tutorials and repo
• the upcoming textbook Geocomputation with R
• the vignettes of the sf package
• the vignettes of the adehabitatLT & adehabitatHR packages
• the r-spatial blog & website for the latest news from the r-spatial community
• the Tidyverse website/blog for the latest news from the tidyverse
• Data Carpentry Geospatial Analysis in R curriculum

Resources for Kriging

• Introduction to Kriging in R
• Interpolation in R-spatial
• GeoStats: Kriging in R
• SpatioTemporal Kriging in R

Resources for introduction to State Space Models

• Introduction to State Space Time Series Analysis, by Commandeur & Koopman

Please refer to the Extra Materials Folder to explore other materials we were unable to cover in depth including:

• A Lecture on Epidemiological Models by Wayne Getz
• An additional live code on Agent Based Models by Eric Dougherty
• Kriging and miscellaneous code we covered live on Day 7 or 8 of the workshop
• Selected papers we mentioned in the course of the workshop