pySTEPS examples gallery

Below is a collection of example scripts and tutorials to illustrate the usage of pysteps.

These scripts require the pySTEPS example data. See the installation instructions in the Installing the Example data section.

Optical flow

Advection correction

Probability forecasts

Precipitation downscaling with RainFARM

Extrapolation nowcast

Generation of stochastic noise

Thunderstorm Detection and Tracking - DATing

Data transformations

Cascade decomposition

STEPS nowcast

Ensemble verification

Handling of no-data in Lucas-Kanade

ANVIL nowcast

Optical flow methods convergence