Data generated in the Geophysical Research Letters submission titled "Shelf water carbon transport from the Atlantic and Pacific Eastern Boundary Upwelling Systems: a satellite-based estimation" by Benassi et al., 2025

This repository contains supplementary data associated with the publication "Shelf water carbon transport from the Atlantic and Pacific Eastern Boundary Upwelling Systems: a satellite-based estimation" submitted to Geophysical Research Letters (AGU/Wiley). The dataset totals ~50 GB uncompressed.The dataset includes: train_data: the training subsets for fitting the k-means clustering, in .csv format models: fitted pipelines (scaler and k-means) of each subregion, in .joblib format labels: labels for each point of the training subset, in .npy binary format shelf_content: time series of shelf carbon content, computed as described in sections 2.3 and 2.5 (main paper), in .nc format filament_content: time series of filament carbon content, computed as described in sections 2.3 and 2.4 (main paper), in .nc format cold_filaments: time series of cold (ΔSST < 0) filament carbon content, computed as described in sections 2.3, 2.4 and 3.1 (main paper), in .nc format data_availability: time series of binary masks of available pixels (due to cloud cover), in .nc format streamers_masks: time series of binary masks of pixels classified as filaments, in .nc format