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3D modeling of light interception in heterogeneous forest canopies using ground-based LiDAR data

Van der Zande, Dimitry and Stuckens, Jan and Verstraeten, Willem W. and Mereu, Simone and Muys, Bart and Coppin, Pol (2011) 3D modeling of light interception in heterogeneous forest canopies using ground-based LiDAR data. Interrnational Journal of Applied Earth Observation and Geoinformation, Vol. 13 (5), p. 792-800. ISSN 1569-8432. eISSN 1872-826X. Article.

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DOI: 10.1016/j.jag.2011.05.005

Abstract

A methodology is presented that describes the direct interaction of a forest canopy with incoming radiation using terrestrial LiDAR based vegetation structure in a radiative transfer model. The proposed ‘Voxel-based Light Interception Model’ (VLIM) is designed to estimate the Percentage of Above Canopy Light (PACL) at any given point of the forest scene. First a voxel-based representation of trees is derived from terrestrial LiDAR data as structural input to model and analyze the light interception of canopies at near leaf level scale. Nine virtual forest stands of three species (beech, poplar, plantain) were generated by means of stochastic L-systems as tree descriptors. Using ray tracer technology hemispherical LiDAR measurements were simulated inside these virtual forests. The leaf area density (LAD) estimates derived from the LiDAR datasets resulted in a mean absolute error of 32.57% without correction and 16.31% when leaf/beam interactions were taken into account. Next, comparison of PACL estimates, computed with VLIM with fully rendered light distributions throughout the canopy based on the L-systems, yielded a mean absolute error of 5.78%. This work shows the potential of the VLIM to model both instantaneous light interception by a canopy as well as average light distributions for entire seasons.

Item Type:Article
ID Code:6381
Status:Published
Refereed:Yes
Uncontrolled Keywords:Forest canopy, terrestrial LiDAR, voxel-based light interception model
Subjects:Area 07 - Scienze agrarie e veterinarie > AGR/03 Arboricoltura generale e coltivazioni arboree
Divisions:001 Università di Sassari > 01 Dipartimenti > Economia e sistemi arborei
Publisher:Elsevier
ISSN:1569-8432
eISSN:1872-826X
Copyright Holders:© 2011 Elsevier
Deposited On:23 Aug 2011 11:28

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