Leaf area index estimation in mountain even-aged Pinus silvestris L. stands from hemispherical photographs

In this study a stand level approach is proposed for estimating leaf area index (LAI) in even-aged Scots pine stands using gap fraction data derived from hemispherical photographs. The approach includes both the effect of the spatial distribution of the foliage elements as well as the slope of the terrain. Two chronosequences consisting of 11 plots were established in two Scots pine (Pinus sylvestris L.) forests in the Central Mountain Range of Spain. 12 hemispherical photographs were taken in each plot and variables related to the stage of development, density, relative spacing and site index were calculated. The gap frequency Poisson model was used to estimate the leaf area index. A new function is proposed to assess the effect of the foliage inclination on light transmittance for Scots pine, based on the assumption that the foliage elements show circular horizontal cross-sections. A new model was also developed to restrict the clumping effect on the vertical component in the Poisson model. The effect of the slope on LAI estimates was determined and included in the model. The results indicate that both the clumping effect correction and the slope correction improve the fitting of the Poisson model to the gap frequency experimental curves, and that the function proposed for the inclination angle correction may provide an acceptable approach for some coniferous species. The relationship between the parameters of the gap fraction model (the foliage inclination angle and the clumping coefficient) and stand level variables, that is, the stage of development, density, spacing of the stand and the site index, is analysed.

[1]  Emilio Chuvieco,et al.  Estimation of leaf area index and covered ground from airborne laser scanner (Lidar) in two contrasting forests , 2004 .

[2]  Charles D. Canham,et al.  Causes and consequences of resource heterogeneity in forests : interspecific variation in light transmission by canopy trees , 1994 .

[3]  Performance of a canopy light interception model for conifer shoots, trees and stands. , 1991, Tree physiology.

[4]  R. Chazdon,et al.  Forest structure, canopy architecture, and light transmittance in tropical wet forests , 2001 .

[5]  M. Huston,et al.  A comparison of direct and indirect methods for estimating forest canopy leaf area , 1991 .

[6]  Jing M. Chen,et al.  Quantifying the effect of canopy architecture on optical measurements of leaf area index using two gap size analysis methods , 1995, IEEE Trans. Geosci. Remote. Sens..

[7]  H. Smolander,et al.  Dependence of light interception efficiency of Scots pine shoots on structural parameters. , 1994, Tree physiology.

[8]  Andrew P. Robinson,et al.  Leaf area index inferred from solar beam transmission in mixed conifer forests on complex terrain , 2003 .

[9]  J. Wilson,et al.  ANALYSIS OF THE SPATIAL DISTRIBUTION OF FOLIAGE BY TWO‐DIMENSIONAL POINT QUADRATS , 1959 .

[10]  G. Campbell Derivation of an angle density function for canopies with ellipsoidal leaf angle distributions , 1990 .

[11]  F. Bravo,et al.  Analysis of diameter-density relationships and self-thinning in non-thinned even-aged Scots pine stands , 2001 .

[12]  R. Hall,et al.  A comparison of digital and film fisheye photography for analysis of forest canopy structure and gap light transmission , 2001 .

[13]  J. M. Norman,et al.  Indirect sensing of plant canopy structure with simple radiation measurements , 1988 .

[14]  Jw Wilson Estimation of foliage denseness and foliage angle by inclined point quadrats , 1963 .

[15]  J. Norman,et al.  Crop structure and the penetration of direct sunlight , 1985 .

[16]  N. Breda Ground-based measurements of leaf area index: a review of methods, instruments and current controversies. , 2003, Journal of experimental botany.

[17]  Andres Kuusk,et al.  Improved algorithm for estimating canopy indices from gap fraction data in forest canopies , 2004 .

[18]  John M. Norman,et al.  Characterization of radiation regimes in nonrandom forest canopies: theory, measurements, and a simplified modeling approach. , 1999, Tree physiology.

[19]  Sylvain G. Leblanc,et al.  A practical scheme for correcting multiple scattering effects on optical LAI measurements , 2001 .

[20]  J. Gove,et al.  Size-density metrics, leaf area, and productivity in eastern white pine. , 2005 .

[21]  C. Messier,et al.  The angular distribution of diffuse photosynthetically active radiation under different sky conditions in the open and within deciduous and conifer forest stands of Quebec and British Columbia, Canada , 2006 .

[22]  I. Cañellas,et al.  The effects of thinning on the structural diversity of coppice forests , 2004 .

[23]  P. Stenberg,et al.  Performance of the LAI-2000 plant canopy analyzer in estimating leaf area index of some Scots pine stands. , 1994, Tree physiology.

[24]  M. D. R. Gaztelurrutia,et al.  MODELO DE CALIDAD DE ESTACIÓN PARA EL MONTE "PINAR DE NAVAFRÍA" (SEGOVIA) , 2004 .

[25]  T. Nilson A theoretical analysis of the frequency of gaps in plant stands , 1971 .

[26]  I. Cañellas,et al.  Using historic management records to characterize the effects of management on the structural diversity of forests , 2005 .

[27]  Frédéric Baret,et al.  Review of methods for in situ leaf area index determination Part I. Theories, sensors and hemispherical photography , 2004 .

[28]  F. Baret,et al.  Review of methods for in situ leaf area index (LAI) determination: Part II. Estimation of LAI, errors and sampling , 2004 .

[29]  J. Marshall,et al.  Comparison of Methods of Estimating Leaf‐Area Index In Old‐Growth Douglas‐Fir , 1986 .

[30]  K. Soudani,et al.  Leaf area index and canopy stratification in Scots pine ( Pinus sylvestris L.) stands , 2002 .

[31]  A. Lang Simplified estimate of leaf area index from transmittance of the sun's beam , 1987 .

[32]  J. Walter,et al.  Spatial heterogeneity of a Scots pine canopy: an assessment by hemispherical photographs , 1996 .

[33]  R. Shaw,et al.  Leaf area measurements based on hemispheric photographs and leaf-litter collection in a deciduous forest during autumn leaf-fall , 1989 .

[34]  J. Walter,et al.  The computation of forest leaf area index on slope using fish-eye sensors. , 2000, Comptes rendus de l'Academie des sciences. Serie III, Sciences de la vie.

[35]  P. Stenberg Correcting LAI-2000 estimates for the clumping of needles in shoots of conifers , 1996 .

[36]  Tiit Nilson,et al.  Estimating canopy cover in Scots pine stands , 2005 .

[37]  G. Campbell Extinction coefficients for radiation in plant canopies calculated using an ellipsoidal inclination angle distribution , 1986 .

[38]  S. T. Gower,et al.  A comparison of optical and direct methods for estimating foliage surface area index in forests , 1994 .

[39]  Scott J. Goetz,et al.  Comparison and sensitivity analysis of instruments and radiometric methods for LAI estimation: assessments from a boreal forest site , 2004 .

[40]  W. Keeton,et al.  Disturbances and structural development of natural forest ecosystems with silvicultural implications, using Douglas-fir forests as an example , 2002 .

[41]  A. Lang,et al.  Leaf area and average leaf angle from transmission of direct sunlight , 1986 .

[42]  Michael Nobis,et al.  Automatic thresholding for hemispherical canopy-photographs based on edge detection , 2005 .

[43]  Geoffrey G. Parker,et al.  The canopy surface and stand development: assessing forest canopy structure and complexity with near-surface altimetry , 2004 .

[44]  A. Lang Estimation of leaf area index from transmission of direct sunlight in discontinuous canopies , 1986 .

[45]  C. Messier,et al.  Spatial and temporal variation in the light environment of developing Scots pine stands: the basis for a quick and efficient method of characterizing light , 1995 .