coastline classification samples

The dataset focuses on coastline morphology and is designed for classification purposes. It includes coastline samples in vector format, derived from both satellite remote sensing imagery and manually created based on specific characteristics. These samples have been preprocessed for topological correction, scaling, and arranged closely for efficient analysis.

The dataset is distributed in a Geopackage database format, comprising 5 files. Each file contains 500 samples of a single category. The files are named according to the coastline categories, using one-hot encoding for easy identification. The categories are as follows:

• 10000 for Elongated coastlines.
• 01000 for Broad coastlines.
• 00100 for Rugged coastlines.
• 00010 for Smooth coastlines.
• 00001 for Orthogonal coastlines.