Author

Gherardo Chirici

University of FlorenceORCID 0000-0002-0669-5726Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:imaging· 3 Research Focus:ecology & biodiversity· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:graph neural network· 1 Approach:machine learning (classical)· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

Elia VangiiD· 3 shared Alessio CollaltiiD· 2 shared Costanza BorghiiD· 2 shared Francesca GiannettiiD· 2 shared Giovanni D’AmicoiD· 2 shared Saverio FranciniiD· 2 shared Alastair PottsiD· 1 shared Allan BurasiD· 1 shared

Activity by Year

2024-2026 · peak 3/yr

Co-Author Collaboration Network

10 top collaborators · 23 mutual co-author links

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3 shared papersEcology

Elia VangiORCID

Mutual co-authors in cluster

Author profile →

4 papers

Recent·Most cited

Investigating climate-phenology relationships among the most common Italian forest species using Sentinel-2-derived vegetation phenology and productivity products

Elia Vangi, Giovanni D’Amico, Vincenzo Saponaro, Mattia Niccoli, Gioele Tiberi, Saverio Francini, Costanza Borghi, Alessio Collalti, Francesco Parisi, Gherardo Chirici

This study examines climate-phenology relationships in Italian forest species using remote sensing and machine learning, finding growing season lengthening and species-specific responses to climate factors.

Agricultural and Forest Meteorology · Sep 29, 2026Peer-reviewedEcology

Integrating Earth Observation and Graph Theory to Evaluate Urban Green Spaces Connectivity Across European Capitals

Costanza Borghi, Saverio Francini, Leonardo Chiesi, Stefano Mancuso, Liubov Tupikina, Guido Caldarelli, Jacopo Moi, Elia Vangi, Giovanni D'Amico, Giuseppe De Luca, Gherardo Chirici

This study evaluates urban green spaces connectivity in 28 European capitals using Earth observation and graph theory, finding that network metrics better capture functional connectivity than traditional metrics.

Landscape Ecology · Jun 14, 2026Peer-reviewedEcology

deadtrees.earth - An Open-Access and Interactive Database for Centimeter-Scale Aerial Imagery to Uncover Global Tree Mortality Dynamics

Clemens Mosig, Janusch Vajna-Jehle, Miguel D. Mahecha, Yan Cheng, Henrik Hartmann, David Montero, Samuli Junttila, Stéphanie Horion, Stephen Adu‐Bredu, Djamil Al‐Halbouni, Matthew J. Allen, Jan Altman, Claudia Angiolini, Rasmus Astrup, Caterina Barrasso, , Marie‐Therese Schmehl

The paper introduces deadtrees.earth, an open-access database of high-resolution aerial imagery to map global tree mortality using community-sourced data and machine learning.

Remote Sensing of Environment · Jan 1, 2026Peer-reviewedEcology

Stand Age and Climate Change Effects on Carbon Increments and Stock Dynamics

Elia Vangi, Daniela Dalmonech, Mauro Morichetti, Elisa Grieco, Francesca Giannetti, Giovanni D’Amico, Mahdi Nakhavali, Gherardo Chirici, Alessio Collalti

The paper simulates carbon stock and increment dynamics in forests of different ages under climate change scenarios, finding greater age-related differences than climate scenario differences.

Forests · Jun 27, 2024Peer-reviewedEcology