Spatial Analysis in R

with a Focus on Environmental Health

Other Learning Resources

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Spatial Data Science with applications in R
https://keen-swartz-3146c4.netlify.app/

R as GIS for Economists
https://tmieno2.github.io/R-as-GIS-for-Economists/

Introduction to Geospatial Raster and Vector Data with R
https://datacarpentry.org/r-raster-vector-geospatial/

Case Studies in Reproducible Research: a spring seminar at UCSC
https://eriqande.github.io/rep-res-eeb-2017/index.html

Various posts on r-spatial related to spatial analysis topics for R
https://r-spatial.org/

Drawing beautiful maps programmatically with R, sf and ggplot2 — Part 1: Basics
https://r-spatial.org/r/2018/10/25/ggplot2-sf.html

3D plots and maps with rayshader
https://www.tylermw.com/3d-ggplots-with-rayshader/

R packages for analyzing tracking/movement data
https://cran.r-project.org/web/views/Tracking.html
https://github.com/cran-task-views/Tracking

R as GIS for Economists (great explanation of raster extraction methods)
https://tmieno2.github.io/R-as-GIS-for-Economists/int-RV.html

ModernDive – Statistical Inference via Data Science – A ModernDive into R and the Tidyverse
https://moderndive.netlify.app/1-getting-started.html

RStudio Primers
https://rstudio.cloud/learn/primers

W3 Schools – R Tutorial
https://www.w3schools.com/r/default.asp