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

Optical flow

Advection correction

Advection correction

Precipitation downscaling with RainFARM

Precipitation downscaling with RainFARM

Probability forecasts

Probability forecasts

Extrapolation nowcast

Extrapolation nowcast

Generation of stochastic noise

Generation of stochastic noise

Thunderstorm Detection and Tracking - T-DaTing

Thunderstorm Detection and Tracking - T-DaTing

Data transformations

Data transformations

Cascade decomposition

Cascade decomposition

STEPS nowcast

STEPS nowcast

LINDA nowcasts

LINDA nowcasts

Ensemble verification

Ensemble verification

Handling of no-data in Lucas-Kanade

Handling of no-data in Lucas-Kanade

Blended forecast

Blended forecast

ANVIL nowcast

ANVIL nowcast

Linear blending

Linear blending

Optical flow methods convergence

Optical flow methods convergence