Processed dataset used for developing tsunami inundation emulators(Part-III Simulation and Emulation Dataset)

This dataset is related to the main Zenodo repository: https://doi.org/10.5281/zenodo.13738078 This dataset contains some of the processed datasets covering tsunami inundation depths using simulation results and emulation results discussed in the article - "Towards Using Machine Learning Emulation for Probabilistic Inundation Mapping: Multiple Earthquake Sources and Near-field Effectwith project repo - https://github.com/naveenragur/ML4SicilyTsunami/tree/ptha_emulators. The post-processed (numpy) files for the two test locations of Catania(CT) and Siracusa(SR) are provided in compressed gzip files(.gz): Processed inundation depth files from simulation and emulation typically stored in model/CT/ptha or model/SR/ptha -pthaSR.tar.gz - max inundation depth1d(eve x m) for true(simulation and pred(emulation of different models)) -pthaCT.tar.gz - max inundation depth1d(eve x m) for true(simulation and pred(emulation of different models)) The filename follows the nomenclature with: -true - simulation results -pred - emulator with pretraining -pred_direct - emulator without pretraining -pred_nodeform - emulator without pertaining and deformation input More information on the attached readme, see project structure and code is available at: https://github.com/naveenragur/ML4SicilyTsunami/tree/ptha_emulators