A dorsiventral leaf radiative transfer model: Development, validation and improved model inversion techniques

Remote Sensing of Environment

Volumn 113, Issue 12, 2009, Pages 2560-2573

  Stuckens, Jan ^a   Verstraeten, Willem W ^a   Delalieux, Stephanie ^b   Swennen, Rony ^a   Coppin, Pol ^a  

^a UNIVERSITY OF LEUVEN   (Belgium)

^b FLEMISH INSTITUTE FOR TECHNOLOGICAL RESEARCH VITO   (Belgium)

Author keywords

Absorption; Asymmetry; Leaf optical properties; Pigments; Radiative transfer; Scattering

Indexed keywords

ABSORPTANCE; ASYMMETRY; BI-DIRECTIONAL REFLECTANCE FACTORS; CANOPY RADIATIVE TRANSFER; DATA SETS; DRY MATTER CONTENT; DRY MATTERS; HEMISPHERICAL REFLECTANCE; IMPROVED MODELS; INCIDENT LIGHT; INVERSION SCHEME; LEAF OPTICAL PROPERTIES; LEAF STRUCTURE; LIGHT DIFFUSION; MODEL INVERSION; NEAR-INFRARED WAVELENGTH; NON-UNIFORM DISTRIBUTION; OPTICAL MEASUREMENT; PLATE MODEL; RADIATIVE TRANSFER MODEL; REFLECTANCE MEASUREMENTS; SAMPLING ERRORS; SPECIFIC ABSORPTION; STOCHASTIC DISTRIBUTION; SURFACE REFLECTIONS;

ABSORPTION; ATMOSPHERIC RADIATION; CHEMICAL ANALYSIS; LAGRANGE MULTIPLIERS; MODEL STRUCTURES; OPTICAL DATA PROCESSING; PAINT; PARAMETER ESTIMATION; RADIATIVE TRANSFER; REFLECTION; SENSITIVITY ANALYSIS; STOCHASTIC MODELS;

OPTICAL PROPERTIES;

CANOPY; DATA SET; ERROR ANALYSIS; ESTIMATION METHOD; INFRARED RADIATION; LEAF; OPTICAL PROPERTY; PIGMENT; RADIATIVE TRANSFER; REFLECTIVITY; SENSITIVITY ANALYSIS; SIMULATION;

EID: 70350001569     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2009.07.014     Document Type: Article

References (52)

1. Allen W., Gausman H., Richardson A., and Thomas J. Interaction of isotropic light with a compact plant leaf. Journal of the Optical Society of America 59 10 (1969) 1376-1379
2. Allen W., Gausmann H., and Richardson A. Mean effective optical constants of cotton leaves. Journal of the Optical Society of America 60 (1970) 542-547
3. Ashikhmin M., and Shirley P. An anisotropic phong BRDF model. Journal of Graphics Tools 5 (2000) 25-32
4. Atzberger C. Object-based retrieval of biophysical canopy variables using artificial neural nets and radiative transfer models. Remote Sensing of Environment 93 (2004) 53-67
5. Bacour C., Baret F., Béal D., Weiss M., and Pavageau K. Neural network estimation of LAI, fAPAR, fCover and LAIxCab, from top of canopy MERIS reflectance data: Principles and validation. Remote Sensing of Environment 105 (2006) 313-325
6. Baldini E., Facini O., Nerozzi F., Rossi F., and Rotondi A. Leaf characteristics and optical properties of different woody species. Trees 12 2 (1997) 73-81
7. Baranoski G.V. Modeling the interaction of infrared radiation (750 to 2500 nm) with bifacial and unifacial plant leaves. Remote Sensing of Environment 100 3 (2006) 335-347
8. Bjõrck A. Numerical methods for Least Squares problems (1996), SIAM books, Philadelphia, Penn
9. Bousquet L., Lachérade S., Jacquemoud S., and Moya I. Leaf BRDF measurements and model for specular and diffuse components differentiation. Remote Sensing of Environment 98 2-3 (2005) 201-211
10. Buiteveld H., Hakvoort J.M.H., and Donze M. The optical properties of pure water, in Ocean Optics XII. In: Jaffe J.S. (Ed). Proc. SPIE vol. 2258 (1994) 174-183
11. Castro-Esau K., Sanchez-Azofeifa G., Rivard B., Wright S., and Quesada M. Variability in leaf optical properties of Mesoamerican trees and the potential for species classification. American Journal of Botany 93 4 (2006) 517-530
12. Cook R., and Torrance K. A reflectance model for computer graphics. Computer Graphics 15 (1981) 307-316
13. Cui M., Vogelmann T., and Smith W. Chlorophyll and light gradients in sun and shade leaves of Spinacia oleracea. Plant, Cell and Environment 14 (1991) 493-500
14. Dawson T., Curran P., and Plummer S. LIBERTY - modeling the effects of leaf biochemical concentration on reflectance spectra - Pigments of photosynthetic biomembranes. Remote Sensing of Environment 65 1 (1998) 50-60
15. Evans L., Albury K., and Jennings N. Relationships between anatomical characteristics and ozone sensitivity of leaves of several herbaceous dicotyledonous plant species at Great Smoky Mountains national park. Environmental and Experimental Botany 36 (1996) 413-420
16. Feret J.B., François C., Asner G.P., Gitelson A.A., Martin R.E., Bidel L.P., et al. PROSPECT-4 and 5: Advances in the leaf optical properties model separating photosynthetic pigments. Remote Sensing of Environment 112 6 (2008) 3030-3043
17. Fourty T., Baret F., Jacquemoud S., Schmuck G., and Verdebout J. Leaf optical properties with explicit description of its biochemical composition: Direct and inverse problems. Remote Sensing of Environment 56 2 (1996) 104-117
18. Govaerts Y., Jacquemoud S., Verstraete M., and Ustin S. Three-dimensional radiation transfer modeling in a dicotyledon leaf. Applied Optics 35 33 (1996) 6585-6598
19. Habel R., Kusternig A., and Wimmer M. Physically based real-time translucency for leaves. Rendering Techniques 2007. Proceedings Eurographics Symposium on Rendering (2007) 253-263
20. Hosgood B., Jacquemoud S., Andreoli G., Verdebout J., Pedrini A., and Schmuck G. Leaf Optical Properties EXperiment 93 (LOPEX93). Technical report, Joint Research Centre, Institute for Remote Sensing Applications, Unit for Advanced Techniques, TP 272, Ispra (VA), Italy (1994)
21. Jacquemoud S., and Baret F. PROSPECT: A model of leaf optical properties spectra. Remote Sensing of Environment 34 2 (1990) 75-91
22. Jacquemoud S., and Ustin S. Leaf Optical Properties: A state of the art. 8th International Symposium of Physical Measurements & Signatures in Remote Sensing (2001)
23. Jacquemoud S., Verdebout J., Schmuck G., Andreoli G., and Hosgood B. Investigation of leaf biochemistry by statistics. Remote Sensing of Environment 54 3 (1995) 180-188
24. Jacquemoud S., Ustin S.L., Verdebout J., Schmuck G., Andreoli G., and Hosgood B. Estimating leaf biochemistry using the PROSPECT leaf optical properties model. Remote Sensing of Environment 56 3 (1996) 194-202
25. Johnson D., Smith W., Vogelmann T., and Brodersen C. Leaf architecture and direction of incident light influence mesophyll fluorescence profiles. American Journal of Botany 92 (2005) 1425-1431
26. Knapp A., Vogelmann T., McClean T., and Smith W. Light and chlorophyll gradients within Cucurbita cotyledons. Plant, Cell and Environment 11 (1988) 257-263
27. Kou L., Labrie D., and Chylek P. Refractive indices of water and ice in the 0.65-2.5 μm spectral range. Applied Optics 32 (1993) 3531-3540
28. Kubelka P. New contributions to the optics of intensely light-scattering materials. Part II: Nonhomogeneous layers. Journal of the Optical Society of America 44 (1954) 330-335
29. Kuusk A. Determination of vegetation canopy parameters from optical measurements. Remote Sensing of Environment 37 (1991) 207-218
30. Lichtenthaler H.K. Chlorophylls and Carotenoids: Pigments of Photosynthetic Biomembranes. Methods in Enzymology 148 (1987) 350-382
31. Lillesaeter O. Spectral reflectance of partly transmitting leaves: Laboratory measurements and mathematical modeling. Remote Sensing of Environment 12 (1982) 247-254
32. Ma K., Baret F., Barroy P., and Bousquet L. A leaf optical properties model accounting for differences between the two faces. 10th International Symposium on Physical Measurements and Signatures in Remote Sensing, 2007. ISPMSRS07 (2007), International Society for Photogrammetry and Remote Sensing
33. Maier, S. (2000). Modeling the radiative transfer in leaves in the 300 nm to 2.5 um wavelength region taking into consideration chlorophyll fluorescence. The leaf model SLOPE. Ph.D. thesis, Technische Universität München, Oberpfaffenhofen (Germany).
34. McCain D., Croxdale J., and Markley J. The spatial distribution of chloroplast water in Acer platanoides sun and shade leaves. Plant, Cell and Environment 16 (1993) 727-733
35. Merzlyak M.N., Melo T., and Naqvi K.R. Estimation of leaf transmittance in the near infrared region through reflectance measurements. Journal of Photochemistry and Photobiology. B, Biology 74 (2004) 145-150
36. Nelder J., and Mead R. A simplex method for function minimization. Computer Journal 7 (1964) 308-313
37. Oppenheim A., and Schafer R. Discrete-time signal processing (1989), Prentice-Hall
38. Pääkkönen E., Holopainen T., and Kärenlampi L. Ageing-related anatomical and ultrastructural changes in leaves of birch (Betula pendula Roth.) clones as affected by low ozone exposure. Annals of Botany 75 (1995) 285-294
39. Rascher U. Imaging and imagining spatiotemporal variations of photosynthesis of simple leaves. Nova Acta Leopoldina 88 332 (2003) 367-380
40. Richter T., and Fukshansky L. Optics of a bifacial leaf: 1. A novel combined procedure for deriving the optical parameters. Photochemistry and Photobiology 63 4 (1996) 507-556
41. Schaepman-Strub G., Schaempan M., Painter T., Dangel S., and Martonchik J. Reflectance quantities in optical remote sensing - Definitions and case studies. Remote Sensing of Environment 103 (2006) 27-42
42. Segelstein, D.J. (1981). The complex refractive index of water. Master's thesis, Department of Physics. University of Missouri-Kansas City.
43. Sims D.A., and Gamon J.A. Relationships between leaf pigment content and spectral reflectance across a wide range of species, leaf structures and developmental stages. Remote Sensing of Environment 81 2-3 (2002) 337-354
44. Sobol' I. Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates. Mathematics and Computers in Simulation 55 (2001) 271-280
45. Stuckens J., Somers B., Delalieux S., Verstraeten W.W., and Coppin P. The impact of common assumptions on canopy radiative transfer simulations: A case study in Citrus orchards. Journal of Quantitative Spectroscopy and Radiative Transfer 110 (2009) 1-21
46. Taiz L., and Zeiger E. Plant physiology. fourth edition (2006), Sinauer Associates, Sunderland, Massachusetts
47. Vogelmann T., and Martin G. The functional significance of palisade tissue: Penetration of directional versus diffuse light. Plant, Cell and Environment 16 (1993) 65-72
48. Vogelmann T.C., Bornman J.F., and Yates D.J. Focusing of light by leaf epidermal cells. Physiologia Plantarum 98 1 (1996) 43-56
49. Woolley J. Reflectance and transmittance of light by leaves. Plant Physiology 47 (1971) 656-662
50. Yamada N., and Fujimura S. Nondestructive measurement of chlorophyll pigment content in plant leaves from three-color reflectance and transmittance. Applied Optics 30 (1991) 3964-3973
51. Zarco-Tejada P., Miller J., Pedrùos R., Verhoef W., and Berger M. FluorMODgui V3.0: A graphic user interface for the spectral simulation of leaf and canopy chlorophyll fluorescence. Computers & Geosciences 32 (2006) 577-591
52. Ziehn T., Hughes K., Griffiths J., Porter R., and Tomlin A. A software tool for global sensitivity analysis of complex models. Environmental Modelling & Software 24 (2009) 775-785