Example 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
Precipitation downscaling with RainFARM
Precipitation downscaling with RainFARM
Probability forecasts
Extrapolation nowcast
Generation of stochastic noise
Generation of stochastic noise
Thunderstorm Detection and Tracking - T-DaTing
Thunderstorm Detection and Tracking - T-DaTing
Data transformations
Cascade decomposition
STEPS nowcast
LINDA nowcasts
Ensemble verification
Handling of no-data in Lucas-Kanade
Handling of no-data in Lucas-Kanade
Blended forecast
ANVIL nowcast
Linear blending
Optical flow methods convergence
Optical flow methods convergence