Basics
What is ecological data?
Analysis of Ecological Data
Basics
What is ecological data?
What is R?
Variables, Values, Functions
Vectors
Logical Operators
Ex01: First Steps
Ex02: Second Steps
Data handling
Introduction to data.frame
Filepaths and data I/O
Introduction to tidyverse
Wide vs. Long data.frames
Ex03: iris
Ex04a: Trees, Districts and base R
Ex04b: Trees, Districts and the tidyverse
Data analysis
Ex05: German Climate
Ex06: Crop vs. Species
Formula notation
Linear Models
Ex07: Species vs. Area
Graphics
ggplot2 basics
ggplot2 advanced
markdown and quarto
Ex08: ggplot gallery
Ex09: Course Summary
Appendix
Where to go from here?
Additional Ressources
What is ecological data?