R for Earth-System Science
Overview
Topics
Lecture topics
Introduction: R, RStudio, and other infrastructure
Using R
Earth-system science data
netCDF in R
netCDF and terra
Plots (1)
Plots (2)
Maps (1)
Maps (2)
Geospatial analyses
Regression 1
Regression 2
PCA
High-resolution & high-dimensional data
Multivariate methods
Time-series analysis
Other topics
sf / stars / sftime
HDF in R
Long-term means and anomalies
Time-series plots
Tasks
Tasks
Install R and RStudio
Using R exercise
Install netCDF & Panoply
File transfer
Install a text editor
Project data set selection
Markdown and RMarkdown
R Scripts and R Markdown
GitHub
pages.uoregon.edu
Local websites
Other
Readings
Class projects
Old course web pages
About
Old course web pages
NOTE: This page has been revised for Winter 2024, but may undergo further edits.
GEOG 4/595: Geographical data analysis
[https://pjbartlein.github.io/GeogDataAnalysis/index.html]