A Data-Driven Morphodynamic Classification of Microtidal Beaches Along the Greek Coast (Eastern Mediterranean)
The 174 beach profiles investigated along the Greek coast are mainly from small, fine-grained, gently sloping, and predominantly south-facing beaches. Dunes are the most common backshore setting (39%), while 30% of profiles are backed by anthropogenic features such as roads or buildings, and 29% have beachrock. For their morphodynamic classification, Multiple Factor Analysis (MFA) and Hierarchical Clustering on Principal Components (HCPC) with k-means consolidation were applied. The first two MFA dimensions summarized exposure/wave conditions and sediment–backshore character, and the clustering results were consistent with overlapping environmental gradients within the surveyed sample. Consolidated HCPC yielded three main operational types (k = 3): exposed high-energy beaches (n = 83), sheltered fine-grained beaches (n = 64), and a smaller sheltered coarse-grained, beachrock-associated group (n = 27). Mean silhouette was 0.370; fixed-plane bootstrap Jaccard values of 0.765, 0.688, and 0.563 indicated unequal stability across Types I–III. Finer partitions (k = 5 and k = 8) provided higher-resolution views that cross-cut the three-type partition. The typology summarizes differences in wave exposure, sediment texture, and coastal setting and provides a basis for targeted monitoring; it does not quantify erosion rates or predict overwash events.
Authors
- Aikaterini Karditsa (ORCID: https://orcid.org/0009-0001-5486-8134)
- Vasileios Kotinas (ORCID: https://orcid.org/0000-0001-8438-7481)
- Serafim Ε. Poulos (ORCID: https://orcid.org/0000-0003-1580-4442)
- Fragkiskos` Markozanes (ORCID: https://orcid.org/0009-0003-9055-8082)
Institutions
- National and Kapodistrian University of Athens (GR)
- Hellenic Centre for Marine Research (GR)
Publication Details
- Journal
- Water
- Published
- 2026-10-30
- DOI
- https://doi.org/10.3390/w18212720
- Primary Topic
- Coastal and Marine Dynamics
- Type
- article
- Field-Weighted Citation Impact
- 0.00