PROSPECT-4 and 5:: Advances in the leaf optical properties model separating photosynthetic pigments

被引:734
|
作者
Feret, Jean-Baptiste [1 ,2 ,3 ]
Francois, Christophe [3 ]
Asner, Gregory P. [4 ]
Gitelson, Anatoly A. [5 ]
Martin, Roberta E. [4 ]
Bidel, Luc P. R. [6 ]
Ustin, Susan L. [7 ]
le Maire, Guerric [3 ]
Jacquemoud, Stephane [1 ,2 ]
机构
[1] Inst Phys Globe, F-75252 Paris 05, France
[2] Univ Paris 07, UMR 7154, F-75252 Paris 05, France
[3] Univ Paris Sud, UMR 8079, Lab Ecol Systemat & Evolut, F-91405 Orsay, France
[4] Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
[5] Univ Nebraska, Sch Nat Resource Sci, Ctr Adv Land Management Informat Technol, Lincoln, NE 68588 USA
[6] Lab Biochim & Physiol Vegetales, Divers & Adaptat Plantes Cultivees UMR 1097, F-34095 Montpellier 05, France
[7] Univ Calif Davis, Dept Land Air & Water Resources, Ctr Spatial Technol & Remote Sensing, Davis, CA 95616 USA
基金
美国国家航空航天局;
关键词
leaf optical properties; radiative transfer model; PROSPECT; hyperspectral data; pigments;
D O I
10.1016/j.rse.2008.02.012
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The PROSPECT leaf optical model has, to date, combined the effects of photosynthetic pigments, but a finer discrimination among the key pigments is important for physiological and ecological applications of remote sensing. Here we present a new calibration and validation of PROSPECT that separates plant pigment contributions to the visible spectrum using several comprehensive datasets containing hundreds of leaves collected in a wide range of ecosystem types. These data include leaf biochemical (chlorophyll a, chlorophyll b, carotenoids, water, and dry matter) and optical properties (directional-hemi spherical reflectance and transmittance measured from 400 nm to 2450 nm). We first provide distinct in vivo specific absorption coefficients for each biochemical constituent and determine an average refractive index of the leaf interior. Then we invert the model on independent datasets to check the prediction of the biochemical content of intact leaves. The main result of this study is that the new chlorophyll and carotenoid specific absorption coefficients agree well with available in vitro absorption spectra, and that the new refractive index displays interesting spectral features in the visible, in accordance with physical principles. Moreover, we improve the chlorophyll estimation (RMSE=9 mu g/cm(2)) and obtain very encouraging results with carotenoids (RMSE=3 mu g/cm(2)). Reconstruction of reflectance and transmittance in the 400-2450 nm wavelength domain using PROSPECT is also excellent, with small errors and low to negligible biases. Improvements are particularly noticeable for leaves with low pigment content. (C) 2008 Elsevier Inc. All rights reserved.
引用
收藏
页码:3030 / 3043
页数:14
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