Scientific Python and Julia tutorials

Tool Python Intermediate 30 min

PyVista for 3D fields: slices and isosurfaces through a block of rock

Afterwards you can put a 3D field on a PyVista grid, cut it with slices, a threshold, and isosurfaces, and render the view to a static image for a paper.

Visualization Engineering, Geology, Physics

Visualization Python Intermediate 30 min

Matplotlib animation with FuncAnimation: a probe sweep as a small GIF

Afterwards you can turn a parameter sweep into a readable animation with matplotlib.animation, update artists instead of redrawing them, and keep the GIF small.

Visualization Cross-disciplinary

Tool Python Intermediate 30 min

Maps with Cartopy: a sea-surface temperature anomaly and its stations

Afterwards you can draw a gridded field and station points on a map projection with Cartopy, add coastlines from shipped files, and pick a projection that fits.

Maps and geospatial dataVisualization Geology, Physics