PProc

[!IMPORTANT] This software is Incubating and subject to ECMWF's guidelines on Software Maturity.

PProc is a framework to run meteorological data processing workflows operationally at ECMWF.

Stand-alone tools

These tools are designed to be easily used on their own.

• pproc-interpol: Perform interpolation and regridding

Tools intended for operational suites

These tools are designed to be integrated in operational workflows

• pproc-accumulate: Perform generic accumulations
• pproc-clustereps: Perform ensemble clustering (using K-Means). Wrapper around the following:
  • pproc-clustereps-pca: Principal component analysis for dimensionality reduction
  • pproc-clustereps-cluster: Perform K-Means clustering in PC space
  • pproc-clustereps-attr: Attribute clustering results to climatological regimes
• pproc-ensms: Compute ensemble means and standard deviations
  • pproc-wind: Compute ensemble means and standard deviations on wind fields (u/v, wind speed, etc.)
• pproc-extreme: Compute EFI and Shift of Tails
• pproc-histogram: Compute histograms
• pproc-probabilities: Compute probabilities
  • pproc-anomaly-probabilities: Compute probabilities on anomalies
• pproc-pts: Compute probabilities of tropical storm based on tracks
• pproc-quantiles: Compute quantiles from an ensemble
• pproc-significance: Compute significance based on a Wilcoxon-Mann-Whitney test
• pproc-thermal-indices: Compute thermal indices (see thermofeel)

License

See LICENSE

Copyright

© 2021- ECMWF. All rights reserved.