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Model: ProKuusk

Phase: RAMI 1

PROSPECT is a radiative transfer model based on Allen's generalized "'plate model" that represents the optical properties of plant leaves from 400 nm to 2500 nm. Scattering is described by a spectral refractive index (n) and a parameter characterizing the leaf mesophyll structure (N). Absorption is modeled using pigment concentration (Ca+ b), water content (Cw), and the corresponding specific spectral absorption coefficients (g a + b and Kw). The parameters n, Ka+b, and K~ have been fitted using experimental data corresponding to a wide range of plant types and status. PROSPECT has been tested successfully on independent data sets. Its inversion allows one to reconstruct, with reasonable accuracy, leaf reflectance, and transmittance features in the 400-2500 nm range by adjusting the three input variables N, Ca + b, and Cw.

The Markov chain canopy reflectance model (MCRM) by Kuusk (1995 b) has been tested versus the ray tracing model on two different computer maquettes of field crops (Barley and Beet), and on the field data collected in the frame of the Franco-English Collaborative Reflectance Experiment in 1989 and 1990 on sugar-beet plots. Separate comparisons of single and multiple scattering components of the MCRM and the ray tracing procedure demonstrated good agreement of the models. Inversion of the MCRM on field data returned good estimates of LAI in the range LAI 0.1-4 using nadir reflectance data in three SPOT and two Landsat TM channels. The estimated chlorophyll content was well correlated to the measured one, although underestimated to some extent. The use of directional data at 45 zenith angle and four azimuth angles improved the estimates of both the LAI and the chlorophyll content. It also permitted the estimation of additional parameters of the canopy structure (leaf size, LAD, the Markov parameter).

PROSPECT: A Model of Leaf Optical Properties Spectra
Jacquemoud, S. and Baret, F., PROSPECT: A Model of Leaf Optical Properties Spectra (1990), Remote Sensing of Environment, 34, 75-91, DOI: 10.1016/0034-4257(90)90100-Z.
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A Markov Chain Model of Canopy Reflectance
Kuusk, A., A Markov Chain Model of Canopy Reflectance (1995), Agricultural and Forest Meteorology, 76, 221-236, DOI: 10.1016/0168-1923(94)02216-7.
English
(PDF)
Online