VeronicaTollenaar/BlueIceAreas: Code for "Where the White Continent is blue: deep learning locates bare ice in Antarctica"

This archive provides scripts related to the following publication: V. Tollenaar, H. Zekollari, F. Pattyn, M. Rußwurm, B. Kellenberger, S. Lhermitte, M. Izeboud, D. Tuia, Where the White Continent is blue: deep learning locates bare ice in Antarctica. Geophysical Research Letters, 50, e2023GL106285...

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Bibliographic Details
Main Author: VeronicaTollenaar
Format: Other/Unknown Material
Language:unknown
Published: Zenodo 2024
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Online Access:https://doi.org/10.5281/zenodo.10548771
Description
Summary:This archive provides scripts related to the following publication: V. Tollenaar, H. Zekollari, F. Pattyn, M. Rußwurm, B. Kellenberger, S. Lhermitte, M. Izeboud, D. Tuia, Where the White Continent is blue: deep learning locates bare ice in Antarctica. Geophysical Research Letters, 50, e2023GL106285 (2024). DOI:10.1029/2023GL106285 Contact: Veronica Tollenaar, Veronica.Tollenaar@ulb.be Users should cite the original publication when using all or part of the code. About the scripts: it includes the code to generate all results and figures presented in the corresponding publication and Supporting Information. These codes include the Python wrapper to process MODIS data, the neural network implementation, and codes for data visualization purposes. Further information is provided in the README.md file. Datasets related to the publication are available at https://doi.org/10.5281/zenodo.8333864, or at external locations indicated in the references section of the publication.