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Example gallery

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

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¶

ANVIL nowcast

ANVIL nowcast¶

Optical flow methods convergence

Optical flow methods convergence¶

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Optical flow