Variability in leaf optical properties of Mesoamerican trees and the potential for species classification

被引:111
作者
Castro-Esau, KL
Sánchez-Azofeifa, GA
Rivard, B
Wright, SJ
Quesada, M
机构
[1] Univ Alberta, Dept Earth & Atmospher Sci, Earth Observat Syst Lab, Edmonton, AB T6G 2E3, Canada
[2] Smithsonian Trop Res Inst, Balboa, Ancon, Panama
[3] Univ Nacl Autonoma Mexico, Ctr Invest Ecosist, Morelia, Michoacan, Mexico
关键词
classification; hyperspectral; interspecific; intraspecific; leaf level; Mesoamerica; tropical trees;
D O I
10.3732/ajb.93.4.517
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Leaf traits and physiological performance govern the amount of light reflected from leaves at visible and infrared wavebands. Information on leaf optical properties of tropical trees is scarce. Here, we examine leaf reflectance of Mesoamerican trees for three applications: (1) to compare the magnitude of within- and between-species variability in leaf reflectance, (2) to determine the potential for species identification based on leaf reflectance, and (3) to test the strength of relationships between leaf traits (chlorophyll content, mesophyll attributes, thickness) and leaf spectral reflectance. Within species, shape and amplitude differences between spectra were compared within single leaves, between leaves of a single tree, and between trees. We also investigated the variation in a species' leaf reflectance across sites and seasons. Using forward feature selection and pattern recognition tools, species classification within a single site and season was successful, while classification between sites or seasons was not. The implications of variability in leaf spectral reflectance were considered in light of potential tree crown classifications from remote airborne or satellite-borne sensors. Species classification is an emerging field with broad applications to tropical biologists and ecologists, including tree demographic studies and habitat diversity assessments.
引用
收藏
页码:517 / 530
页数:14
相关论文
共 63 条
[1]   MEAN EFFECTIVE OPTICAL CONSTANTS OF 13 KINDS OF PLANT LEAVES [J].
ALLEN, WA ;
GAUSMAN, HW ;
RICHARDS.AJ ;
WIEGAND, CL .
APPLIED OPTICS, 1970, 9 (11) :2573-&
[2]  
[Anonymous], [No title captured]
[3]  
[Anonymous], GRADUATE STUDIES
[4]   COPPER ENZYMES IN ISOLATED CHLOROPLASTS - POLYPHENOLOXIDASE IN BETA-VULGARIS [J].
ARNON, DI .
PLANT PHYSIOLOGY, 1949, 24 (01) :1-15
[5]   Seasonal changes in liana cover in the upper canopy of a neotropical dry forest [J].
Avalos, G ;
Mulkey, SS .
BIOTROPICA, 1999, 31 (01) :186-192
[6]   Leaf optical properties of trees and lianas in the outer canopy of a tropical dry forest [J].
Avalos, G ;
Mulkey, SS ;
Kitajima, K .
BIOTROPICA, 1999, 31 (03) :517-520
[7]   PHENOLOGY OF CANOPY TREES OF A TROPICAL DECIDUOUS FOREST IN MEXICO [J].
BULLOCK, SH ;
SOLISMAGALLANES, JA .
BIOTROPICA, 1990, 22 (01) :22-35
[8]   RESPONSES OF LEAF SPECTRAL REFLECTANCE TO PLANT STRESS [J].
CARTER, GA .
AMERICAN JOURNAL OF BOTANY, 1993, 80 (03) :239-243
[9]   Discrimination of lianas and trees with leaf-level hyperspectral data [J].
Castro-Esau, KL ;
Sánchez-Azofeifa, GA ;
Caelli, T .
REMOTE SENSING OF ENVIRONMENT, 2004, 90 (03) :353-372
[10]  
CASTROESAU KL, IN PRESS REMOTE SENS