Author

Federico Filipponi

Institute of Environmental Geology and GeoengineeringORCID 0000-0002-1419-3734Unclaimed 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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Research Focus:benchmarking· 1 Research Focus:ecology & biodiversity· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

Alessandro MercatiniiD· 1 shared Alice PezzarossaiD· 1 shared Emiliano AgrilloiD· 1 shared Gianluigi OttavianiiD· 1 shared Mara BaudenaiD· 1 shared Nazario TartaglioneiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperEcology

Alessandro MercatiniORCID

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1 paper

Recent·Most cited

EcologybioRxivPreprintMay 26, 2026

ASSESSING POST-FIRE VEGETATION TRAJECTORIES USING MACHINE LEARNING AND REMOTE SENSING: EVIDENCE FROM A MEDITERRANEAN SITE

Emiliano Agrillo, Nazario Tartaglione, Alessandro Mercatini…·Federico Filipponi

This study uses machine learning and remote sensing to analyze post-fire vegetation recovery in a Mediterranean area, finding rapid regrowth of shrubs and trees but slower recovery of coniferous stands.

DOI 10.64898/2026.05.26.727844

imagingmachine learning (classical)

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