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PProc

ESEE Production Chain Maturity: Incubating License: Apache 2.0 Latest Release

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.

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