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Foraminifera are single-celled eukaryotes; most possess a perforated calcite test (shell) that fossilizes in marine sediments. During calcification, morphological features reflect environmental conditions, particularly, foraminiferal porosity is a promising proxy for reconstructing past ocean oxygenation.However, traditional analysis relies on averages from small parts of the shell in 2D slices du
