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Abstract

Ecosystem resilience represents the capacity to withstand and recover from perturbations, an important property for ecosystem function in an era of escalating disturbances. Whilst studies relate large-scale forest resilience to abiotic factors, knowledge gaps remain regarding the link to aspects of functional diversity, such as forest structural diversity (FSD), a factor controllable through management. Here we use spaceborne lidar-derived FSD to quantify its role in determining resilience in Southern and Central European forests. A random forest isolates the FSD-resilience interplay by disentangling confounding environmental factors. Results show a positive FSD-resilience relationship in 80% of forests. Canopy complexity is a better predictor of resilience than spatial variability in canopy height. This emergent relationship is explored as an adaptation measure to preserve resilience under warming scenarios, with the decline associated with 1 C of warming compensated by a 10% increase in canopy complexity. The findings suggest that management promoting canopy complexity potentially compensates warming-driven declines in resilience.

Forest structural diversity is positively associated with forest resilience in about 80% of Southern and Central European forests, implying that increasing canopy complexity may offset warming-driven declines in resilience, based on an analysis of remote sensing data and random forest modelling.

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1009240
Location
Identifier / keyword
Title
Enhanced structural diversity increases European forest resilience and potentially compensates for climate-driven declines
Author
Pickering, Mark 1   VIAFID ORCID Logo  ; Elia, Agata 2   VIAFID ORCID Logo  ; Oton, Gonzalo 3   VIAFID ORCID Logo  ; Piccardo, Matteo 4 ; Ceccherini, Guido 5 ; Forzieri, Giovanni 6 ; Migliavacca, Mirco 3   VIAFID ORCID Logo  ; Cescatti, Alessandro 3   VIAFID ORCID Logo  ; Girardello, Marco 7 

 European Dynamics, Ispra, Italy; Consultant with the European Commission, Joint Research Center (JRC), Ispra, Italy (ROR: https://ror.org/02qezmz13) (GRID: grid.434554.7) (ISNI: 0000 0004 1758 4137) 
 European Space Agency, ESRIN, Frascati, Italy (ROR: https://ror.org/05vt9rv16) (GRID: grid.507236.5) (ISNI: 0000 0001 1013 9346) 
 European Commission, Joint Research Centre (JRC), Ispra, Italy (ROR: https://ror.org/02qezmz13) (GRID: grid.434554.7) (ISNI: 0000 0004 1758 4137) 
 Consultant with the European Commission, Joint Research Center (JRC), Ispra, Italy (ROR: https://ror.org/02qezmz13) (GRID: grid.434554.7) (ISNI: 0000 0004 1758 4137); Matteo Piccardo, Arona, Italy; Engineering Ingegneria Informatica S.p.A. Consultant, Rome, Italy (ROR: https://ror.org/045s9b323) (GRID: grid.4347.4) (ISNI: 0000000119394239) 
 Consultant with the European Commission, Joint Research Center (JRC), Ispra, Italy (ROR: https://ror.org/02qezmz13) (GRID: grid.434554.7) (ISNI: 0000 0004 1758 4137); Engineering Ingegneria Informatica S.p.A. Consultant, Rome, Italy (ROR: https://ror.org/045s9b323) (GRID: grid.4347.4) (ISNI: 0000000119394239); Department of Civil, Environmental and Architectural Engineering ICEA, University of Padua, Padua, Italy (ROR: https://ror.org/00240q980) (GRID: grid.5608.b) (ISNI: 0000 0004 1757 3470) 
 Department of Civil and Environmental Engineering, University of Florence, Florence, Italy (ROR: https://ror.org/04jr1s763) (GRID: grid.8404.8) (ISNI: 0000 0004 1757 2304) 
 European Commission, Joint Research Centre (JRC), Ispra, Italy (ROR: https://ror.org/02qezmz13) (GRID: grid.434554.7) (ISNI: 0000 0004 1758 4137); Department of Geography, Trinity College Dublin, The University of Dublin, Dublin, Ireland (ROR: https://ror.org/02tyrky19) (GRID: grid.8217.c) (ISNI: 0000 0004 1936 9705) 
Publication title
Volume
6
Issue
1
Pages
852
Number of pages
13
Publication year
2025
Publication date
Dec 2025
Section
Article
Publisher
Nature Publishing Group
Place of publication
London
Country of publication
United States
Publication subject
e-ISSN
26624435
Source type
Scholarly Journal
Language of publication
English
Document type
Journal Article
Publication history
 
 
Online publication date
2025-10-28
Milestone dates
2025-07-17 (Registration); 2025-01-28 (Received); 2025-07-17 (Accepted)
Publication history
 
 
   First posting date
28 Oct 2025
ProQuest document ID
3266189909
Document URL
https://www.proquest.com/scholarly-journals/enhanced-structural-diversity-increases-european/docview/3266189909/se-2?accountid=208611
Copyright
© The Author(s) 2025. This work is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the "License"). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Last updated
2025-10-29
Database
ProQuest One Academic