The Application for QUality Assessment (AQUA) is a model evaluation framework designed for running diagnostics on high-resolution climate models, specifically for Climate DT climate simulations being part of Destination Earth activity. The package provides a flexible and efficient python3 framework to process and analyze large volumes of climate data. With its modular design, AQUA offers seamless integration of core functions and a wide range of diagnostic tools that can be run in parallel. AQUA offers:
- Efficient handling of large datasets from high-resolution climate models;
- Support for various data formats, such as NetCDF, GRIB, Zarr or FDB;
- Robust and fast regridding functionality based on CDO;
- Averaging and aggregation tools for temporal and spatial analyses;
- Modular design for easy integration of new diagnostics.
AQUA requires python>=3.9. Recommended installation should be done through any package manager for conda-forge.
git clone git@github.com:DestinE-Climate-DT/AQUA.git
cd AQUA
mamba env create -f environment.yml
mamba activate aqua
This installation will provide both the AQUA framework and the AQUA diagnostics.
An alternative deployment making use of containers is available. Please refer to the Container chapter in the AQUA Documentation.
Full AQUA Documentation is available on ReadTheDocs.
Please look at the notebook folder to explore AQUA functionalities.
Please look at the cli folder to have access to the AQUA command line tools.
Please refer to the Guidelines for Contributors if you want to join AQUA team!