Indirect Measurement of Forest Canopy Structure from In Situ Optical Sensors

This Chapter covers the major requirements for the estimation of forest canopy structure from in situ remote sensing. In situ measurements of forest canopy structure provide the basis for remote sensing of forest attributes at all scales. Selection of a measurement strategy requires knowledge of available measurement methods and must address data set availability, constraints in forest applications and scale related considerations. The main objective of this Chapter is to describe methods that estimate parameters related to forest canopy structure. This will be accomplished through: (i) defining and describing the relevant elements of the canopy structure, (ii) providing background information on the theory and practice of in situ measurements of canopy structure, together with their limitations, and (iii) suggesting strategies for generalising ground measurements into spatially extended estimations.

[1]  V. Zsilinszky The practice of photo interpretation for a forest inventory (Commission VII, Invited paper, Lisbon 1964) , 1962 .

[2]  Margaret C. Anderson Stand Structure and Light Penetration. II. A Theoretical Analysis , 1966 .

[3]  Richard A. Fournier,et al.  Modelling light obstruction in three conifer forests using hemispherical photography and fine tree architecture , 1996 .

[4]  W. Cohen,et al.  Lidar Remote Sensing for Ecosystem Studies , 2002 .

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

[6]  Francisco de Castro Light spectral composition in a tropical forest: measurements and model. , 2000 .

[7]  E. R. Squiers,et al.  SPATIAL PATTERNING AND COMPETITION IN AN ASPEN-WHITE PINE SUCCESSIONAL SYSTEM' , 1981 .

[8]  E. C. Pielou Runs of One Species with Respect to Another in Transects through Plant Populations , 1962 .

[9]  T. Black,et al.  Foliage area and architecture of plant canopies from sunfleck size distributions , 1992 .

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

[11]  J. M. Chen,et al.  Effects of clumping on estimates of stand leaf area index using the LI-COR LAI-2000 , 1993 .

[12]  J. Borovsky,et al.  Simulation of off-equatorial ring current ion spectra measured by Polar for a moderate storm , 1999 .

[13]  W. Menke Geophysical data analysis : discrete inverse theory , 1984 .

[14]  P. Reich,et al.  Evaluation of several measures of canopy openness as predictors of photosynthetic photon flux density in deeply shaded conifer-dominated forest understory , 1999 .

[15]  Paul G. Jarvis,et al.  Mean leaf angles for the ellipsoidal inclination angle distribution , 1988 .

[16]  Ranga B. Myneni,et al.  Photon-Vegetation Interactions , 1991, Springer Berlin Heidelberg.

[17]  Richard A. Fournier,et al.  Spatial implementation of models in forestry. , 2000 .

[18]  J. Chen Optically-based methods for measuring seasonal variation of leaf area index in boreal conifer stands , 1996 .

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

[20]  J. Kershaw,et al.  Influence of canopy structure assumptions on predictions from Beer's law. A comparison of deterministic and stochastic simulations , 1996 .

[21]  M. Fortin,et al.  Spatial pattern and ecological analysis , 1989, Vegetatio.

[22]  Sven Wagner,et al.  Relative radiance measurements and zenith angle dependent segmentation in hemispherical photography , 2001 .

[23]  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.

[24]  S. Long,et al.  Canopy structure and light interception , 1993 .

[25]  S. Leblanc,et al.  Tracing Radiation and Architecture of Canopies TRAC MANUAL Version 2.1 , 2002 .

[26]  D. J. Fitter,et al.  STAND STRUCTURE AND LIGHT PENETRATION , 1980 .

[27]  Jon D. Johnson A rapid technique for estimating total surface area of pine needles. , 1984 .

[28]  S. T. Gower,et al.  Leaf area index of boreal forests: theory, techniques, and measurements , 1997 .

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

[30]  Paul J. Curran,et al.  Forest ecosystem simulation modelling: the role of remote sensing , 1999 .

[31]  David G. Goodenough,et al.  Earth Observation for Sustainable Development of Forests (EOSD): project overview , 2002, IEEE International Geoscience and Remote Sensing Symposium.

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

[33]  Ramakrishna R. Nemani,et al.  Mapping regional forest evapotranspiration and photosynthesis by coupling satellite data with ecosystem simulation , 1989 .

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

[35]  Paul J. Curran,et al.  Dynamics of Canopy Structure and Light Interception in Pinus Elliottii Stands, North Florida , 1991 .

[36]  D. Hall Photosynthesis and production in a changing environment : a field and laboratory manual , 1993 .

[37]  T. A. Black,et al.  Characteristics of shortwave and longwave irradiances under a Douglas-fir forest stand , 1991 .

[38]  R. Myneni,et al.  A review on the theory of photon transport in leaf canopies , 1989 .

[39]  A. Lang,et al.  Validity of surface area indices of Pinus radiata estimated from transmittance of the sun's beam , 1991 .

[40]  S. Ustin,et al.  Estimation of tree canopy leaf area index by gap fraction analysis , 1993 .

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

[42]  J. Norman,et al.  Photosynthesis in Sitka spruce (Picea sitchensis (Bong.) Carr.). V. Radiation penetration theory and a test case , 1975 .

[43]  R. Waring,et al.  Notes: Conifer Foliage Mass Related to Sapwood Area , 1974 .

[44]  G. Russell,et al.  Leaf area index estimates obtained for clumped canopies using hemispherical photography , 1999 .

[45]  Hugh J. Barclay,et al.  Conversion of total leaf area to projected leaf area in lodgepole pine and Douglas-fir. , 1998, Tree physiology.

[46]  Richard A. Fournier,et al.  Integrating clumping effects in forest canopy structure: an assessment through hemispherical photographs , 2003 .

[47]  Juha Lappi,et al.  Radiation Regime and Photosynthesis of Coniferous Stands , 1991 .

[48]  J. Reynolds,et al.  On definition and quantification of heterogeneity , 1995 .

[49]  J. Howard,et al.  Remote Sensing of Forest Resources: Theory and application , 1991 .

[50]  Hugh J. Barclay,et al.  Assessing bias from boles in calculating leaf area index in immature Douglas-fir with the LI-COR canopy analyzer. , 2000 .

[51]  W. Cohen,et al.  Estimating structural attributes of Douglas-fir/western hemlock forest stands from Landsat and SPOT imagery , 1992 .

[52]  J. Cihlar,et al.  Plant canopy gap-size analysis theory for improving optical measurements of leaf-area index. , 1995, Applied optics.

[53]  Ruth D. Yanai,et al.  Modeling changes in red spruce carbon balance and allocation in response to interacting ozone and nutrient stresses. , 1991, Tree physiology.

[54]  N. Smith,et al.  Estimating leaf area index and light extinction coefficients in stands of Douglas-fir (Pseudotsuga menziesii) , 1993 .

[55]  G. Parker,et al.  Structure and microclimate of forest canopies. , 1995 .

[56]  J. Means,et al.  Assessing alternative allometric algorithms for estimating leaf area of Douglas-fir trees and stands. , 2000 .

[57]  P. Holmgren,et al.  Satellite remote sensing for forestry planning—A review , 1998 .

[58]  S. T. Gower,et al.  Rapid Estimation of Leaf Area Index in Conifer and Broad-Leaf Plantations , 1991 .

[59]  J. M. Norman,et al.  Plant Canopies: Their Growth, Form and Function: The description and measurement of plant canopy structure , 1989 .

[60]  S. T. Gower,et al.  Measurements of branch area and adjusting leaf area index indirect measurements , 1998 .

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

[62]  Philip J. Radtke,et al.  Laser point-quadrat sampling for estimating foliage-height profiles in broad-leaved forests , 2001 .

[63]  Robert W. Pearcy,et al.  Plant Physiological Ecology , 1989, Springer Netherlands.

[64]  A. Cutini,et al.  Estimation of leaf area index with the Li-Cor LAI 2000 in deciduous forests , 1998 .

[65]  P. Rich Characterizing plant canopies with hemispherical photographs. , 1990 .

[66]  S. Running,et al.  A general model of forest ecosystem processes for regional applications I. Hydrologic balance, canopy gas exchange and primary production processes , 1988 .

[67]  K. Pregitzer,et al.  Leaf area and foliar biomass relationships in northern hardwood forests located along an 800 km acid deposition gradient , 1991 .

[68]  Thomas A. Spies,et al.  Dynamics and Pattern of a Managed Coniferous Forest Landscape in Oregon , 1994 .

[69]  Heikki Smolander,et al.  The Ratio of Shoot Silhouette Area to Total Needle Area in Scots Pine , 1988, Forest Science.

[70]  R. Waring,et al.  A generalised model of forest productivity using simplified concepts of radiation-use efficiency, carbon balance and partitioning , 1997 .

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

[72]  J. Pontailler,et al.  Validity of leaf areas and angles estimated in a beech forest from analysis of gap frequencies, using hemispherical photographs and a plant canopy analyzer , 1999 .

[73]  J. Welles Some indirect methods of estimating canopy structure , 1990 .

[74]  E. Dufrene,et al.  Estimation of deciduous forest leaf area index using direct and indirect methods , 1995, Oecologia.

[75]  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.

[76]  R. Whittaker Communities and Ecosystems , 1975 .

[77]  A.R.G. Lang,et al.  Measuring leaf area index in a sparse eucalypt forest: a comparison of estimates from direct measurement, hemispherical photography, sunlight transmittance and allometric regression , 1995 .

[78]  D. Clark,et al.  Evaluation of digital and film hemispherical photography and spherical densiometry for measuring forest light environments. , 2000 .

[79]  John D. Aber,et al.  A Method for Estimating Foliage-Height Profiles in Broad-Leaved Forests , 1979 .

[80]  J. Chen,et al.  Evaluation of hemispherical photography for determining plant area index and geometry of a forest stand , 1991 .

[81]  R. Wagner,et al.  NEIGHBORHOOD APPROACH FOR QUANTIFYING INTERSPECIFIC COMPETITION IN COASTAL OREGON FORESTS , 1998 .

[82]  N. Goel Models of vegetation canopy reflectance and their use in estimation of biophysical parameters from reflectance data , 1988 .

[83]  Alan H. Strahler,et al.  Geometric-optical bidirectional reflectance modeling of the discrete crown vegetation canopy: effect of crown shape and mutual shadowing , 1992, IEEE Trans. Geosci. Remote. Sens..

[84]  C. T. Wit Photosynthesis of leaf canopies , 1965 .

[85]  J. Tenhunen,et al.  Canopy structure, light microclimate and leaf gas exchange of Quercus coccifera L. in a Portuguese macchia: measurements in different canopy layers and simulations with a canopy model , 1986, Trees.

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

[87]  H. Mooney,et al.  Plant Physiological Ecology-Field Methods and Instrumentation. , 1990 .

[88]  J. M. Norman,et al.  THE ARCHITECTURE OF A DECIDUOUS FOREST CANOPY IN EASTERN TENNESSEE, U.S.A. , 1986 .

[89]  Timothy G. Gregoire,et al.  Sampling Methods to Estimate Foliage and Other Characteristics of Individual Trees , 1995 .

[90]  S. Franklin Remote Sensing for Sustainable Forest Management , 2001 .

[91]  Graham Russell,et al.  Plant Canopies: Their Growth, Form and Function: Contents , 1989 .

[92]  John M. Norman,et al.  Carbon distribution and aboveground net primary production in aspen, jack pine, and black spruce stands in Saskatchewan and Manitoba, Canada , 1997 .

[93]  John D. Aber,et al.  FOLIAGE-HEIGHT PROFILES AND SUCCESSION IN NORTHERN HARDWOOD FORESTS' , 1979 .

[94]  Fast determination of light availability and leaf area index in tropical forests , 2002, Journal of Tropical Ecology.

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

[96]  R. O'Neill A Hierarchical Concept of Ecosystems. , 1986 .

[97]  J. Norman,et al.  Instrument for Indirect Measurement of Canopy Architecture , 1991 .

[98]  G. Frazer,et al.  Canopy openness and leaf area in chronosequences of coastal temperate rainforests. , 2000 .

[99]  J. W. Wilson,et al.  Stand Structure and Light Penetration. I. Analysis by Point Quadrats , 1965 .

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

[101]  M. Weishaar,et al.  Universite Louis Pasteur — Strasbourg (France) , 1981 .

[102]  Bruce C. Larson,et al.  Forest Stand Dynamics , 1990 .

[103]  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..

[104]  Alan H. Strahler,et al.  The Moderate Resolution Imaging Spectroradiometer (MODIS): land remote sensing for global change research , 1998, IEEE Trans. Geosci. Remote. Sens..

[105]  R. Macarthur,et al.  Foliage Profile by Vertical Measurements , 1969 .

[106]  S. T. Gower,et al.  Characterizing canopy nonrandomness with a multiband vegetation imager (MVI) , 1997 .

[107]  W. Cohen,et al.  An evaluation of alternate remote sensing products for forest inventory, monitoring, and mapping of Douglas-fir forests in western Oregon , 2001 .

[108]  R. Küssner,et al.  Comparison of direct and indirect estimation of leaf area index in mature Norway spruce stands of eastern Germany , 2000 .

[109]  R. W. Pearcy Radiation and light measurements , 2000 .

[110]  G. Mroz,et al.  Microclimate in Forest Ecosystem and Landscape Ecology , 1999 .

[111]  J. M. Norman,et al.  Photosynthesis in Sitka Spruce (Picea sitchensis (Bong.) Carr.). III. Measurements of Canopy Structure and Interception of Radiation , 1974 .

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

[113]  Alain Royer,et al.  Measuring Leaf Area Index with the Li‐Cor LAI‐2000 in Pine Stands , 1994 .

[114]  Sampling methods to estimate stem length and surface area of tropical tree species , 1996 .

[115]  J. Chen,et al.  Measuring leaf area index of plant canopies with branch architecture , 1991 .

[116]  T. Hiura,et al.  Accuracy of the MacArthur-Horn method for estimating a foliage profile , 1998 .

[117]  Eric J. Gustafson,et al.  Quantifying Landscape Spatial Pattern: What Is the State of the Art? , 1998, Ecosystems.

[118]  J. Escarré,et al.  Mesures de la quantité relative de feuillage par strates dans des taillis de chêne pubescent , 1981 .

[119]  D. Clark,et al.  Long-term study of solar radiation regimes in a tropical wet forest using quantum sensors and hemispherical photography , 1993 .

[120]  S. Running,et al.  Numerical Terradynamic Simulation Group 12-1988 Rapid Estimation of Coniferous Forest Leaf Area Index Using a Portable Integrating Radiometer , 2018 .

[121]  C. Daughtry Direct measurements of canopy structure , 1990 .

[122]  R. Neilson,et al.  Forest Processes and Global Environmental Change: Predicting the Effects of Individual and Multiple Stressors , 2001 .

[123]  S. T. Gower,et al.  Direct and Indirect Estimation of Leaf Area Index, fAPAR, and Net Primary Production of Terrestrial Ecosystems , 1999 .

[124]  T. Kira,et al.  A QUANTITATIVE ANALYSIS OF PLANT FORM-THE PIPE MODEL THEORY : I.BASIC ANALYSES , 1964 .

[125]  C. Jordan Derivation of leaf-area index from quality of light on the forest floor , 1969 .

[126]  J. Wilson,et al.  INCLINED POINT QUADRATS , 1960 .

[127]  P. Becker,et al.  Analysis of forest light environments part I. Computerized estimation of solar radiation from hemispherical canopy photographs , 1989 .

[128]  Karl J. Niklas,et al.  Invariant scaling relations across tree-dominated communities , 2001, Nature.

[129]  J. Welles,et al.  Canopy structure measurement by gap fraction analysis using commercial instrumentation , 1996 .

[130]  J. Ross The radiation regime and architecture of plant stands , 1981, Tasks for vegetation sciences 3.

[131]  Joe Landsberg,et al.  Using a simulation model to evaluate the effects of water and nutrients onthe growth and carbon partitioning of Pinus radiata , 1992 .

[132]  J. Hyyppä,et al.  Accuracy comparison of various remote sensing data sources in the retrieval of forest stand attributes , 2000 .