Scientific Python and Julia tutorials

2 of 116 tutorials

Tool Python Intermediate 35 min

Spherical harmonics with pyshtools: the shape of Earth's gravity field

Afterwards you can load an ICGEM gravity model with pyshtools, read its degree spectrum, compute and map the geoid, and filter the field by degree.

Interpolation and approximationMaps and geospatial data Geology, Physics

Tool Python Intermediate 35 min

Kriging with PyKrige: a groundwater map from forty wells and how sure it is

Afterwards you can fit a variogram to scattered data, krige it onto a map with its uncertainty using PyKrige, and check model and map by cross-validation.

Interpolation and approximationSpatial data and geometry Engineering, Geology