R Tutorials
As part of the accompanying seminar for the DS2 module, BMARSYS students create their own tutorials on various R packages. The following tutorials are based on these seminar projects and have been editorially revised.
Visualisation
cowplot
Publication-quality compound figures — arranging, aligning, annotating plots and creating shared legends.
plotly
Interactive graphics with tooltips, zoom, animations and 3D visualisations — using both ggplotly() and plot_ly().
Spatial Data & Maps
sf (Simple Features)
Modern spatial vector data handling — reading, transforming, spatial operations and visualisation with ggplot2.
mapview
Quick interactive maps for exploratory data analysis — combining layers, displaying attributes, choosing basemaps.
Oceanography
oce
Oceanographic data analysis — reading CTD data, calculating seawater properties, creating section plots and maps.