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Detection of diversity and stand parameters in Mediterranean forests using leaf-off discrete return LiDAR data

Authors: Luigi Saulino; Francesco Cona; Maurizio Teobaldelli; Giuliano Langella; Giuliano Langella; Antonello Migliozzi; Antonio Saracino; +3 Authors

Detection of diversity and stand parameters in Mediterranean forests using leaf-off discrete return LiDAR data

Abstract

A methodological approach based on detailed land-use map, high-resolution LiDAR data and field surveys was developed to categorize productive and non-productive mixed forests, both in term of stand attributes and structural diversity. In 2011, leaf-off dedicated airborne LiDAR data were collected in a 20,000 ha inland patchy area which was representative of soil land use in the Apennines mountains of southern Italy. By combining field and LiDAR data in 5574 ha of forests with coexisting evergreen and deciduous species, wemodelled common forest stand variables (height, diameter, volumeand biomass)with high accuracy (0.60 <= Adj.R2 <= 0.89).Moreover, a moderate correlation (0.425 <= ? <= 0.462) between field- and LiDAR-derived diversity indices was found. About 3393 ha of forests are enclosed in protected areas of the Natura 2000 network, which in turn possesses 77% (~ 576,286 Mg) of total aboveground dry biomass. Overall, eight forest types were identified, one of which, the European beech, is only found in the Natura 2000 sites,while other forest types are also found elsewhere. This is the first study to undertake a LiDAR analysis ofMediterranean forests in the Campania Region and might help better evaluate trade-off, especially in protected areas, in order to enhance multiple benefits and support sustainable management of forests.

Country
Italy
Keywords

Natura 2000 Network, Land-use map, Canopy hypsograph, Sustainable management of forests, Forest type classification, Structural diversity, Biomass, Bootstrapped models, Canopy hypsograph, Foliage Height Diversity, FUSION, Forest type classification, Land-use map, Natura 2000 Network, Protected areas, R-STAT, Structural diversity, Sustainable management of forests, Vertical canopy distributions, Protected areas, Foliage Height Diversity, FUSION, Vertical canopy distributions, Biomass, Biomass Bootstrapped models Canopy hypsograph Foliage Height Diversity FUSION Forest type classification Land-use map Natura 2000 Network Protected areas R-STAT Structural diversity Sustainable management of forests Vertical canopy distributions, R-STAT, Bootstrapped models

  • BIP!
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    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    19
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
19
Top 10%
Average
Top 10%