Spatial Data Analysis with R. Society for Conservation GIS, July 2021
Resources

Do you know of other resources? If so please add them to our workshop forum so we can add them to the list.

General R Tutorials

• Introduction to R. Claudia Engel **

• RStudio Primers. RStudio Cloud **

• A beginner’s guide to R: Part I & Part II. Sharon Machlis, Computerworld.

• R Basics. Simon Ejdemyr

• swirl. swirl is a R package that provides tutorials right within RStudio. Install swirl from the ‘Packages’ tab in RStudio, then type swirl() at the console.

• R for Data Science. Garrett Grolemund and Hadley Wickham

• Efficient R Programming. Colin Gillespie & Robin Lovelace (NEW 2020 **)

• Introduction to R (first section free). DataCamp **

** recommended for complete beginners

Spatial Data in R Tutorials

• Using Spatial Data with R. Claudia Engel

• Geospatial Fundamentals in R with sf. Patty Frontiera and Drew Hart

• Introduction to Working With Vector Data in R. NEON

• GIS in R Tutorial. Nick Eubank

• Spatial data manipulation. Robert Hijmans

• An Introduction to Spatial Data Analysis and Visualization in R. Consumer Data Research Center

• Introduction to GIS and Spatial Analysis. Manuel Gimond

• useR! 2020: Spatial Data Handling and Visualization Tutorial. S. Rochette, D. Scott, and J. Nowosad. Recording

• Working with Geospatial Data in R. DataCamp ($)

Spatial Data Analysis

• Applied Spatial Data Analysis with R. Roger S. Bivand, Edzer Pebesma and V. Gómez-Rubio. UseR! Series, Springer

• Geocomputation with R. Robin Lovelace, Jakub Nowosad, and Jannes Muenchow

R Package Reviews

• Analysis of Spatial Data. CRAN Task View

Visualization

• Making maps in R tutorial. Claudia Engel

• Introduction to visualising spatial data in R. Robin Lovelace

• Making Maps with ggplot and ggmap. Eric Anderson

• tmap

• Leaflet for R. RStudio

RStudio

• Webinars. RStudio

R and ArcGIS

• R-ArcGIS Bridge Tutorial. ESRI

• arcgisbinding R Package ESRI

Specific Datasets

• Mapping US Census Data. Zevross

• State of CA Geoportal

Ecology and Natural Resources

• R for Natural Resources

• Landscape Metrics: Paper, IALE-2020 Workshop Slides & Recordings. Hesselbarth and Nowosad

Cheatsheets

🖿 = copy in our workshop ‘Extras’ folder

• Base R 🖿

• General R 🖿

• Data Transformation with dplyr 🖿, RStudio

• R color cheatsheet 🖿, Melanie Frazier

• Named Colors in R 🖿, Tian Zheng

• Data Management Ultimate Cheatsheet 🖿, Andreas Hamann

• sf package 🖿, Ryan Garnett

• Overview of Coordinate Reference Systems in R 🖿, Melanie Frazier

• ggmap Quick Start 🖿, Melanie Frazier

• ArcGIS equivalent R functions 🖿, SeaScapeModels.org

• Spatial R Remote Sensing and GIS functions 🖿, Remote Sensing and GIS for Ecologists

• Movement Analysis 🖿, AniMove

• RStudio Cheatsheets, RStudio

• GIS in R Vector Functions, Nick Eubank