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Energy-Wizard

This is a toolkit specifically for working with atmospheric and oceanic reanalysis products. The aim is to quantify the meridional energy transport in the atmosphere (AMET) and ocean (OMET). This toolkit contains a list of codes to deal with the state of the art atmospheric & oceanic reanalysis dataset:

Atmosphere
ERA-Interim   (ECMWF     EU)
MERRA2 (NASA US)
JRA55 (JMA JP)
NCEP R2 (NCEP/NCAR US)

Ocean
ORAS4 (ECMWF EU)
GLORYS2V4 (Mercator Ocean Fr)
SODA (TAMU & UM US)

The codes can be categorized by functions:

  1. Data handling (incl. downloading from online database, preprocessing, etc.)
  2. Post-processing and analysis

This tool is capable of batch work. It is written for super-computer and cloud.

Structure of toolkit:

/Dataset_Downloader
Download and manage dataset from server.

/Meridional_Energy_Transport
Calculate Meridional Energy Transport from Atmospheric or Oceanic reanalysis data.

/Postprocessing
Postprocess the result (AMET & OMET) and analyze the result

/Test
Conceptual algorithm and functions to deal with certain problems.

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Deal with reanalysis products for the computation of energy flux and postprocessing

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  • Python 59.1%
  • Jupyter Notebook 21.0%
  • Shell 19.9%