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Model Munger

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Extract vertical profiles from numerical weather prediction (NWP) models and output netCDF files.

Supported models

Model Horizontal resolution Vertical resolution Temporal resolution Download
AROME Native 90 model levels 1 hour Not supported
ARPEGE Native 105 model levels 1 hour Not supported
ECMWF open data 0.25 degrees 13 pressure levels 3 hours Last days from ECMWF, few years from AWS
GDAS1 1 degree 23 pressure levels 3 hours Since December 2004
ICON-D2 Native 65 model levels 15 minutes Not supported

Processing steps

Model Munger deals with three types of files:

  • Raw data is model output stored for example as GRIB files. Model Munger can download the raw data for some models.
  • Intermediate files are netCDF files containing vertical profiles in a single fixed or moving location. There may be multiple intermediate files, for example one for each model run. For some models, Model Munger extracts intermediate files from the raw data, but for other models, it uses the output from other tools.
  • Output file is a harmonized netCDF file generated from one or more intermediate files. The output file contains up to 24 hours of data from a single fixed or moving location, possibly combined from different model runs.

License

MIT