Heterogeneity-Index
Python library to compute the Heterogeneity Index from SST, as defined in Haëck et al. (2023) and Liu & Levine (2016).
Some filters are provided that can be applied to the input field before front detection. Some diagnostics relying on fronts detection may be available in the future 🚧.
Documentation: https://biofronts.pages.in2p3.fr/heterogeneity-index
Installation
From PyPI:
pip install heterogeneity-index
From source:
git clone https://gitlab.in2p3.fr/biofronts/heterogeneity-index
cd heterogeneity-index
pip install -e .
Requirements
- Python >= 3.10
- Numpy >= 1.24
- Numba >= 0.57
Optional but recommended:
- Xarray
- Dask
References
- Haëck, C., Lévy, M., Mangolte, I., and Bopp, L.: “Satellite data reveal earlier and stronger phytoplankton blooms over fronts in the Gulf Stream region”, Biogeosciences 20, 1741–1758, https://doi.org/10.5194/bg-20-1741-2023, 2023.
- Liu, X. and Levine, N. M.: “Enhancement of phytoplankton chlorophyll by submesoscale frontal dynamics in the North Pacific Subtropical Gyre”, Geophys. Res. Lett. 43, 1651–1659, https://doi.org/10.1002/2015gl066996, 2016.
1 maintainer
Metadata
1 maintainer
Release files for heterogeneity-index 0.2.0
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