Data and models from: Interpretable Machine Learning for Shoreline Forecasting

This repository accompanies the paper "Interpretable Machine Learning for Shoreline Forecasting" and its github repository: CGP-Global-Shorelines Here, we provide the necessary files to reproduce our results including the raw archive of models used in the paper (archive.zip), as well as the processed dataset used in the experiments (data.zip -> processed_dataset.mat). We also include the following raw datasets used to generate the processed dataset: Shorelines_global_20231101_shift.mat shoreline_forcing_20231103.mat Wave_dailyAVG_AlongshoreGrid_1993_2023.mat本仓库配套论文《用于海岸线预测的可解释机器学习（Interpretable Machine Learning for Shoreline Forecasting）》及其GitHub仓库CGP-Global-Shorelines。 本仓库提供了复现该研究结果所需的全部文件，包括论文中使用的模型原始归档包（archive.zip），以及实验中采用的预处理数据集（data.zip 内含 processed_dataset.mat）。 此外，本仓库还附带了用于生成上述预处理数据集的原始数据集，具体如下： 1. Shorelines_global_20231101_shift.mat 2. shoreline_forcing_20231103.mat 3. Wave_dailyAVG_AlongshoreGrid_1993_2023.mat