Author

Gaia Pavoni

Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo"ORCID 0000-0003-4083-3835Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Ecology· 1

Signature Assays, Organisms & Methods

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Assay:imaging· 1 Approach:machine learning (classical)· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Andrew J. BrooksiD· 1 shared Erica NocerinoiD· 1 shared Fabio MennaiD· 1 shared Kai L. KopeckyiD· 1 shared Massimiliano CorsiniiD· 1 shared Russell J. SchmittiD· 1 shared Sally J. HolbrookiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperEcology

Andrew J. BrooksORCID

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1 paper

Recent·Most cited

EcologybioRxivPreprintSep 30, 2026

Tracking demographic changes in individual coral colonies through repeated photogrammetric surveys

Kai L. Kopecky, Gaia Pavoni, Massimiliano Corsini…·Sally J. Holbrook

This paper develops a workflow combining photogrammetry and machine learning to track demographic changes in coral colonies over time, revealing patterns of survival, mortality, and size structure before, during, and after a marine heatwave.

DOI 10.64898/2026.09.29.755387

imagingmachine learning (classical)

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