Functional Trade-Offs in Productive and Structurally Heterogeneous Forests: Insights from the Italian Alps

Forest structure is fundamental for linking ecological processes with management outcomes, and it influences key ecosystem services. However, the high cost and complexity of field data collection often limit the application of structural indices to small-scale studies, constraining operational assessments of forest multifunctionality. This study develops and tests an operational indicator of forest multifunctionality based on the structural heterogeneity index derived from forest management plans (FMPs). We analyzed the dendrometric data from 134 management units across 15 FMPs in the Lombardy region (Italy). Horizontal diversity was quantified using a Gini-based index, calculated from tree diameter-class distributions and combined with stand age, timber stock, and tree density using principal component analysis. Two orthogonal gradients emerged: a productivity gradient and a maturity–structural heterogeneity gradient. Generalized linear mixed models were used to assess their effects on carbon sequestration, timber yield, and touristic–recreational value. Structural heterogeneity was positively associated with all three functions, while productivity showed contrasting effects, particularly a negative relationship with recreational value. These results demonstrate that structural complexity and productivity are not necessarily in conflict and highlight the potential of FMPs as cost-effective data sources for operational, landscape-scale assessments of forest multifunctionality.

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Publication Details

Journal
Forests
Published
2026-03-31
DOI
https://doi.org/10.3390/f17040436
Primary Topic
Forest ecology and management
Type
article
Field-Weighted Citation Impact
0.00

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article

Functional Trade-Offs in Productive and Structurally Heterogeneous Forests: Insights from the Italian Alps

Matteo Vizzarri, Silvio Daniele Oggioni, Federico Romanato, Giorgio Vacchiano
Forests
Forest ecology and management
article

Functional Trade-Offs in Productive and Structurally Heterogeneous Forests: Insights from the Italian Alps

Matteo Vizzarri, Silvio Daniele Oggioni, Federico Romanato, Giorgio Vacchiano
article en

Abstract

Forest structure is fundamental for linking ecological processes with management outcomes, and it influences key ecosystem services. However, the high cost and complexity of field data collection often limit the application of structural indices to small-scale studies, constraining operational assessments of forest multifunctionality. This study develops and tests an operational indicator of forest multifunctionality based on the structural heterogeneity index derived from forest management plans (FMPs). We analyzed the dendrometric data from 134 management units across 15 FMPs in the Lombardy region (Italy). Horizontal diversity was quantified using a Gini-based index, calculated from tree diameter-class distributions and combined with stand age, timber stock, and tree density using principal component analysis. Two orthogonal gradients emerged: a productivity gradient and a maturity–structural heterogeneity gradient. Generalized linear mixed models were used to assess their effects on carbon sequestration, timber yield, and touristic–recreational value. Structural heterogeneity was positively associated with all three functions, while productivity showed contrasting effects, particularly a negative relationship with recreational value. These results demonstrate that structural complexity and productivity are not necessarily in conflict and highlight the potential of FMPs as cost-effective data sources for operational, landscape-scale assessments of forest multifunctionality.

ForestsVol. 17(4)
University of Milan (IT)
European Commission
Openalex Percentile: Top 21%
Forest ecology and management
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Functional Trade-Offs in Productive and Structurally Heterogeneous Forests: Insights from the Italian Alps — Matteo Vizzarri, Silvio Daniele Oggioni, et al. · Forests (2026) | TGRS Research Map | TGRS