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Masked autoencoder - graph neural network

This is the shared repository for the MAE-GNN reconstructions from radiosonde observations and for the study Pikovnik and Zaplotnik, 2026: Radiosonde-constrained reconstructions reveal a weakening Northern Hadley circulation (available at https://arxiv.org/abs/2503.05331)

For inquiries about the MAE-GNN reconstructions, contact ziga.zaplotnik@ecmwf.int

Detailed instructions how to preprocess reanalysis and radiosonde data, perform the reconstructions, postprocessing, and visualisations is given in: Hadley_cell_analysis/HC_weakening_instructions_for_results_recreation.txt

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Masked autoencoder graph-neural network for reconstructions of atmospheric fields from radiosonde data

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