Improving Shoreline Forecasting Models with Multi-Objective Genetic Programming

This repository provides the processed data and the evolved models presented in the article. The following data sources were used to gather the raw data for each site:

Grand Popo: dx.doi.org/10.1088/2515-7620/ab8705

Narrabeen: doi.org/10.1038/sdata.2016.24

Duck: https://chlthredds.erdc.dren.mil/thredds/catalog/frf/catalog.html

Torrey Pines: doi.org/10.1038/s41597-019-0167-6

Truc Vert: doi.org/10.1038/s41597-020-00750-5

The following files are provided here:

Sites_X_sla_ewave_rivdis.mat: contains the processed data compiled from the different raw sources.

models.zip: includes the raw outputs from the experiments described in the article, including the evolved model genomes and the log file of each run.