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noemieplanat/Labrador_Lagrangian_kmeans_clustering
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-------------------------------------------------------------------------------- Scripts accompanying Jutras, Planat & Dufour (2024), Unsupervised clustering of oceanic Lagrangian particles: identification of the main pathways of the Labrador Current Copyright (c) 2023 Mathilde Jutras and Noémie Planat GNU General Public License v3.0 Contact: [email protected] or [email protected] Please cite using the following DOI: 10.5281/zenodo.10497415 -------------------------------------------------------------------------------- Here are the instructions on how to run the k-means clustering scripts 1. Run Script_run.py 2. If using a kernelized PCA, follow the instructions and run Script_supercomputer.py on a supercomputer. 3. Run Script_application_all_data.py 4. Run the scripts for the different figures Script Parcels_continuousseed_split_trackprop.py can be used to generate the Lagrangian trajectories.
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kmeans clustering on Lagrangian trajectories in Labrador sea
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