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CITATION.cff
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cff-version: 1.2.0
title: "Sea ice forecasting using the IceNet library (Jupyter Notebook) published in the Environmental Data Science book"
message: "If you use this software, please cite it as below."
type: software
authors:
- given-names: James
family-names: Byrne
email: [email protected]
affiliation: British Antarctic Survey
orcid: "https://orcid.org/0000-0003-3731-2377"
- given-names: Bryn Noel
family-names: Ubald
email: [email protected]
affiliation: British Antarctic Survey
orcid: "https://orcid.org/0000-0002-0206-7140"
- name: "This EDS book notebook contributors"
website: "https://github.com/eds-book-gallery/67a1e320-7c47-4ea9-8df8-e868326bc90b/graphs/contributors"
version: v1.0.1
identifiers:
- type: doi
value: 10.5281/zenodo.12613298
description: The concept DOI for the collection containing all versions of the notebook.
- type: doi
value: 10.1038/s41467-021-25257-4
description: Original paper on IceNet
repository-code: >-
https://github.com/eds-book-gallery/67a1e320-7c47-4ea9-8df8-e868326bc90b
url: "https://icenet.ai/"
repository: "https://github.com/icenet-ai/icenet"
abstract: >-
IceNet is a python library that provides the ability to
download, process, train and predict from end to end.
Users can interact with IceNet either via the python
interface or via a set of command-line interfaces (CLI)
which provide a high-level interface that covers the above
abilities.
This project demonstrates the use of the python library
API for forecasting sea ice for a reduced dataset to
demonstrate the end-to-end capabilities of IceNet, from
source data download to forecast generation.
keywords:
- sea-ice
- forecast
- cryosphere
- antarctic
- arctic
- ice
- machine learning
- unet
- deep learning
license: MIT