About

This repository contains a pipeline for operational execution of the Amundsen Sea Ice Low calculations, provided in the asli package. The functions in the asli package are described in detail in the package repository amundsen-sea-low-index (Hosking & Wilby 2024), and in Hosking et al. (2016).

This pipeline was built using the icenet-pipeline as a template (Byrne et al. 2024).

Citation

If you use this pipeline in your work, please use the following citation:

Zwagerman, T., & Wilby, D. (2024). asli-pipeline (0.1.0). Zenodo. https://doi.org/10.5281/zenodo.14552486

Acknowledgements

This work used JASMIN, the UK’s collaborative data analysis environment (https://www.jasmin.ac.uk).

The asli package uses data from Hersbach, H. et al., (2018) downloaded from the Copernicus Climate Change Service (2023). This software is used to download the data. Therefore these sources are cited below without a specific access date.

References

Brown, M. J., & Chevuturi, A. object_store_tutorial [Computer software]. https://github.com/NERC-CEH/object_store_tutorial

Byrne, J., Ubald, B. N., & Chan, R. icenet-pipeline (Version v0.2.9) [Computer software]. https://github.com/icenet-ai/icenet-pipeline

Copernicus Climate Change Service (2023): ERA5 hourly data on single levels from 1940 to present. Copernicus Climate Change Service (C3S) Climate Data Store (CDS), DOI: 10.24381/cds.adbb2d47.

Hersbach, H., Bell, B., Berrisford, P., Biavati, G., Horányi, A., Muñoz Sabater, J., Nicolas, J., Peubey, C., Radu, R., Rozum, I., Schepers, D., Simmons, A., Soci, C., Dee, D., Thépaut, J-N. (2018): ERA5 hourly data on single levels from 1940 to present. Copernicus Climate Change Service (C3S) Climate Data Store (CDS), DOI: 10.24381/cds.adbb2d47.

Hosking, J. S., A. Orr, T. J. Bracegirdle, and J. Turner (2016), Future circulation changes off West Antarctica: Sensitivity of the Amundsen Sea Low to projected anthropogenic forcing, Geophys. Res. Lett., 43, 367–376, doi:10.1002/2015GL067143.

Hosking, J. S., & Wilby, D. asli [Computer software]. https://github.com/scotthosking/amundsen-sea-low-index

Lawrence, B. N. , Bennett, V. L., Churchill, J., Juckes, M., Kershaw, P., Pascoe, S., Pepler, S., Pritchard, M. and Stephens, A. (2013) Storing and manipulating environmental big data with JASMIN. In: IEEE Big Data, October 6-9, 2013, San Francisco.