R Programming
R you excited? Yikes...
Some of the tutorials are focused specifically on programming with the R language. Others focus on analysis that uses the R language as it's medium. Both are awesome.
Click the links below to access tutorials that will walk through common programming techniques with code! A PDF file for your downloading enjoyment is also available.
R Fundamentals
Click the links below to access tutorials that will walk through common programming techniques with code! A PDF file for your downloading enjoyment is also available.
R Fundamentals
- Introduction to R Programming - [PDF]
- Data Wrangling & Descriptive Statistics with tidyverse - [PDF]
- Data Visualization with ggplot2 - [PDF]
Spatial Data Analysis
- Introduction to Geospatial Data Science
- Vector Spatial Data with sf
- Raster Spatial Data with terra - [PDF]
- Introduction to Remote Sensing
- Point Pattern Analysis - [PDF]
Let's Get Ecological
Coming soon:
- Species Distribution Modeling - Random Forest
- Species Distribution Modeling - MaxEnt
- Species Distribution Modeling - Boosted Regression Trees
- Species Occurrence Data Collection with spocc
- Vegetation Indices
- Unsupervised Classification
- T tests
- ANOVA
- Linear Regression
- Mixed Effects Models