Helper functions for scientific postprocessing and analysis of netCDF data. Also includes I/O routines to seamlessly work with pv_atmos.
This readme will be extended in the near future. Until then, each function has documentation, just try help(myfunction) for information.
aostools is on PyPi. Thus, simply install the package running
pip install aostools
If you want to use map projections (with the Projection() function), you'd also want to install Cartopy. The best way to do this is via conda
conda install cartopy
While my goal is to make all functions work with xarray, this is still work in progress. For now, some of the functions exist for both numpy and xarray data, and if you have xarray Datasets or DataArrays, look for functions named SomeFunctionNameXr(), whereas the numpy equivalend would be SomeFunctionName(). For instance, the Eliassen-Palm flux calculations are done in ComputeEPfluxDiv() for numpy arrays and ComputeEPfluxDivXr() for xarray.DataArrays.
If you use any of the aostools functionality for your published work, please include a citation using either the generic DOI for all versions, 10.5281/zenodo.597598, or the DOI linking to the specific release, which you can find by visiting the same link.
If you use the Eliassen-Palm flux calculations or plotting abilities, please also cite Jucker ASL (2021), DOI 10.1002/asl.1020. If you use the wave activity flux calculations, please cite Takaya & Nakamura GRL (1997), DOI 10.1029/97GL03094.
Finally, if you use any of the xarray capability, you might want to thank those developers by citing Hoyer & Hamman JORS (2017), DOI 10.5334/jors.148.