Processed files used for OQ based tsunami loss modelling using HPC based inundation and emulators(Part-IV OQ Simulation and Emulation Hazard Dataset)

This dataset is related to the main Zenodo repository: https://doi.org/10.5281/zenodo.13738078

This dataset contains some of the processed OpenQuake files covering tsunami inundation depth hazard 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 Effects with project repo - https://github.com/naveenragur/ML4SicilyTsunami/tree/ptha_emulators.

The risk calculation and procedure is available in the main repo: https://github.com/naveenragur/ML4SicilyTsunami/tree/main-dev/risk 

The processed files for the test locations of Catania(CT) are provided in compressed gzip files(.gz):

Processed hazard information used to prepare and run OQ event based risk analysis are as below,

    -hazard.tar.gz - preliminary numpy files with sitcol, eventid and hazard magnitude info

    -loss.tar.gz -final hdf5 files with both event hazard and site info

The filename follows the nomenclature with:

ML4SicilyTsunami/risk/loss/tsunami_prob_892.hdf5ML4SicilyTsunami/risk/loss/tsunami_prob_1658.hdf5ML4SicilyTsunami/risk/loss/tsunami_prob_3454.hdf5ML4SicilyTsunami/risk/loss/tsunami_prob_7071.hdf5ML4SicilyTsunami/risk/loss/tsunami_prob_true.hdf5

More information on the attached readme, see project structure and code is available at:

https://github.com/naveenragur/ML4SicilyTsunami/tree/ptha_emulators

https://github.com/naveenragur/ML4SicilyTsunami/tree/main-dev/risk

https://github.com/naveenragur/OQ-Tsunami