Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies

被引:502
作者
Kokaly, Raymond F. [1 ]
Asner, Gregory P. [2 ]
Ollinger, Scott V. [3 ]
Martin, Mary E. [4 ]
Wessman, Carol A. [5 ,6 ]
机构
[1] US Geol Survey, Denver, CO 80225 USA
[2] Carnegie Inst, Dept Global Ecol, Stanford, CA 94305 USA
[3] Univ New Hampshire, Dept Nat Resources, Durham, NH 03824 USA
[4] Univ New Hampshire, Complex Syst Res Ctr, Durham, NH 03824 USA
[5] Univ Colorado, Dept Ecol & Evolutionary Biol, Boulder, CO 80309 USA
[6] Univ Colorado, CIRES, Boulder, CO 80309 USA
基金
美国国家航空航天局; 美国国家科学基金会;
关键词
Canopy chemistry; Imaging spectroscopy; Nitrogen; Lignin; Cellulose; AVIRIS; Water; Hyperspectral; Net primary production; NPP; VEGETATION WATER-CONTENT; NET PRIMARY PRODUCTION; FOREST CANOPY; LIQUID WATER; SPECTRAL REFLECTANCE; ABSORPTION FEATURES; FOLIAR CHEMISTRY; LEAF; NITROGEN; AVIRIS;
D O I
10.1016/j.rse.2008.10.018
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
For two decades, remotely sensed data from imaging spectrometers have been used to estimate non-pigment biochemical constituents of vegetation, including water, nitrogen, cellulose, and lignin. This interest has been motivated by the important role that these substances play in physiological processes such as photosynthesis, their relationships with ecosystem processes such as litter decomposition and nutrient cycling, and their use in identifying key plant species and functional groups. This paper reviews three areas of research to improve the application of imaging spectrometers to quantify non-pigment biochemical constituents of plants. First, we examine recent empirical and modeling studies that have advanced our understanding of leaf and canopy reflectance spectra in relation to plant biochemistry. Next, we present recent examples of how spectroscopic remote sensing methods are applied to characterize vegetation canopies, communities and ecosystems. Third, we highlight the latest developments in using imaging spectrometer data to quantify net primary production (NPP) over large geographic areas. Finally, we discuss the major challenges in quantifying non-pigment biochemical constituents of plant canopies from remotely sensed spectra. Published by Elsevier Inc.
引用
收藏
页码:S78 / S91
页数:14
相关论文
共 111 条
[1]   Modeling nitrogen saturation in forest ecosystems in response to land use and atmospheric deposition [J].
Aber, JD ;
Ollinger, SV ;
Driscoll, CT .
ECOLOGICAL MODELLING, 1997, 101 (01) :61-78
[2]   NITROGEN IMMOBILIZATION IN DECAYING HARDWOOD LEAF LITTER AS A FUNCTION OF INITIAL NITROGEN AND LIGNIN CONTENT [J].
ABER, JD ;
MELILLO, JM .
CANADIAN JOURNAL OF BOTANY-REVUE CANADIENNE DE BOTANIQUE, 1982, 60 (11) :2263-2269
[3]  
ACCP, 1994, ACC CAN CHEM PROGR F
[4]   Emission of trace gases and aerosols from biomass burning [J].
Andreae, MO ;
Merlet, P .
GLOBAL BIOGEOCHEMICAL CYCLES, 2001, 15 (04) :955-966
[5]  
[Anonymous], 1988, P 1 AVIRIS PERF EV W
[6]  
[Anonymous], INT J REMOTE SENSING
[7]  
[Anonymous], 2004, GLOBAL CHANGE BIOL, DOI DOI 10.1111/J.1529-8817.2003.00772.X
[8]  
[Anonymous], 2001, NEAR INFRARED TECHNO
[9]  
[Anonymous], SENS ENV, V112, P4159, DOI [DOI 10.1016/J.RSE.2008.02.012, 10.1016/j.rse.2008.01.025, DOI 10.1016/J.RSE.2008.01.025]
[10]   Remote analysis of biological invasion and biogeochemical change [J].
Asner, GP ;
Vitousek, PM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (12) :4383-4386