A hybrid geometric optical-radiative transfer approach for modeling albedo and directional reflectance of discontinuous canopies

A new model for the bidirectional reflectance of a vegetation cover combines principles of geometric optics and radiative transfer. It relies on gap probabilities and path length distributions to model the penetration of irradiance from a parallel source and the single and multiple scattering of that irradiance in the direction of an observer. The model applies to vegetation covers of discrete plant crowns that are randomly centered both on the plane and within a layer of variable thickness above it. Crowns assume a spheroidal shape with arbitrary height to width ratio. Geometric optics easily models the irradiance that penetrates the vegetation cover directly, is scattered by the soil, and exits without further scattering by the vegetation. Within a plant crown, the probability of scattering is a negative exponential function of path length. Within-crown scattering provides the source for singly-scattered radiation, which exits with probabilities proportional to further path-length distributions in the direction of exitance (including the hotspot effect). Single scattering provides the source for double scattering, and then higher order pairs of scattering are solved successively by a convolution function. Early validations using data from a conifer stand near Howland, Maine, show reasonable agreement between modeled and observed reflectance.

[1]  Alan H. Strahler,et al.  Modeling the Bidirectional Reflectance and Spectral Albedo of a Conifer Forest , 1993 .

[2]  C. Woodcock,et al.  Autocorrelation and regularization in digital images. I. Basic theory , 1988 .

[3]  A. Strahler,et al.  A hotspot model for leaf canopies , 1991 .

[4]  Alan H. Strahler,et al.  Vegetation canopy reflectance modeling—recent developments and remote sensing perspectives∗ , 1997 .

[5]  Alan H. Strahler,et al.  Modeling bidirectional radiance measurements collected by the advanced Solid-State Array Spectroradiometer (ASAS) over oregon transect conifer forests☆ , 1994 .

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

[7]  C. Woodcock,et al.  Autocorrelation and regularization in digital images. II. Simple image models , 1989 .

[8]  B. Pinty,et al.  A physical model of the bidirectional reflectance of vegetation canopies , 1990 .

[9]  J. Monteith,et al.  The Radiation Regime and Architecture of Plant Stands. , 1983 .

[10]  A. Strahler,et al.  Geometric-Optical Modeling of a Conifer Forest Canopy , 1985, IEEE Transactions on Geoscience and Remote Sensing.

[11]  Alfredo Huete,et al.  Radiative transfer in shrub savanna sites in Niger: preliminary results from HAPEX-Sahel. 1. Modelling surface reflectance using a geometric-optical approach , 1994 .

[12]  Xiaowen Li,et al.  Mutual Shadowing And Directional Reflectance Of A Rough Surface: A Geometric-opttcal Model , 1992, [Proceedings] IGARSS '92 International Geoscience and Remote Sensing Symposium.

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

[14]  Tiit Nilson,et al.  Radiative Transfer in Nonhomogeneous Plant Canopies , 1992 .

[15]  Alan H. Strahler,et al.  Modeling bidirectional reflectance of forests and woodlands using boolean models and geometric optics , 1990 .

[16]  D. Deering,et al.  A sphere-scanning radiometer for rapid directional measurements of sky and ground radiance: The PARABOLA field instrument , 1984 .

[17]  Darrel L. Williams,et al.  An off-nadir-pointing imaging spectroradiometer for terrestrial ecosystem studies , 1991, IEEE Trans. Geosci. Remote. Sens..

[18]  D. Jupp,et al.  Interpretation of vegetation structure in Landsat MSS imagery: a case study in disturbed semi-arid eucalypt woodlands. Part 2. Model-based analysis , 1986 .

[19]  R. Myneni,et al.  Radiative transfer in three dimensional leaf canopies , 1990 .

[20]  Crystal B. Schaaf,et al.  Validation of bidirectional and hemispherical reflectances from a geometric-optical model using ASAS imagery and pyranometer measurements of a spruce forest , 1994 .

[21]  Thomas F. Eck,et al.  Reflectance anisotropy for a spruce-hemlock forest canopy , 1994 .

[22]  J. Norman,et al.  Radiative Transfer in an Array of Canopies1 , 1983 .