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For this use case, you need to retrieve in grib format both temperature (t) and Specific humidity (q) for each model level. Besides, you need both surface geopotential (z) and logarithm of surface pressure (lnsp) for model level = 1. Both files have to be synchronized using the same class, stream, date, time, step and gridType. The script will iterate through the date/time/step parameters, allowing you to get the values for multiple times.

If you are using MARS to retrieve the data, we have prepared a script that will allow you to get the data and then call the Python script automatically. You can set the date, time, step, class, grid resolution, type, area... The script will create and execute the MARS requests to get (t,q,z,lnsp). You can find more information about the script here: compute_geopotential_on_ml.ksh

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Examples

This example will compute the geopotential on the 2015-10-08 time 00 operational analysis model levels (137). Below you can see the MARS user documentation request used to retrive both files. You can set a different class/stream/type for the input data. The gribType and resolution can also be changed.

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