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1 Introduction Satellite imagery provides the longest continuous record of coastal change worldwide and has been increasingly leveraged alongside machine learning (ML) in the last decade for shoreline extraction and the construction of large-scale shoreline change records (Bishop-Taylor et al., 2021; Luijendijk et al., 2018; Vitousek, Buscombe, et al., 2023).
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