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 — 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 - DATing — Thunderstorm Detection and Tracking - 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¶

ANVIL nowcast — ANVIL nowcast¶

Optical flow methods convergence — Optical flow methods convergence¶

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