Data which accompanies the manuscript "A neural network emulator of ice-shelf melt rates for use in ocean models which partially resolve ice-shelf cavities"

This record contains the data which accompanies the manuscript "A neural network emulator of ice-shelf melt rates for use in low resolution ocean models", and the Github repository (DOI: 10.5281/zenodo.17358195). \Figure_data Contains all data files required to plot the figures from the manuscript, and accompanies the jupyter notebook PAPER_FIGURES.ipynb. \Processed_data_sets Contains all the processed data sets used in the manuscript for training and testing neural networks. The simulation names in the folder correspond to the following names in the manuscript: ctrl94 = ANTPREisf94 = ANT2100isfru94 = ANT-RU2100OPM016 = WARMROSSOPM018 = COLDAMUOPM021 = REALISTICOPM026 = ANT2000OPM031 = ANT2300OPM0263 = ANTFGEOM \Trained_neural_network_ALL Contains the final neural network trained with all the available NEMO simulations. \Trained_neural_networks Contains neural networks trained with each of the four simulations used in the results/discussion sections of the manuscript.