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A Hybrid Analytical–Genetic Programming Framework for Modelling Cross-Shore Beach Profiles

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1. Overview This database contains all datasets generated and used in the study focused on the identification, classification, and modeling of nearshore sandbar morphology using in situ bathymetric profiles, statistical analysis, genetic programming, and satellite-derived morphometric indicators. The database supports the full methodological workflow, including data pre-processing, dimensionality reduction, clustering, machine learning modeling, remote sensing processing, and validation.
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2026-02-10
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