Non-destructive determination of maize leaf and canopy chlorophyll content

被引:120
作者
Ciganda, Veronica [1 ,2 ]
Gitelson, Anatoly [1 ]
Schepers, James [3 ,4 ]
机构
[1] Univ Nebraska, Sch Nat Resources, CALMIT, Lincoln, NE 68583 USA
[2] INIA Estanzuela, Colonia 39173, Uruguay
[3] Univ Nebraska, Dept Agron & Hort, Lincoln, NE 68583 USA
[4] Univ Nebraska, USDA ARS, Lincoln, NE 68583 USA
关键词
Chlorophyll; Maize; Model; Non-destructive; Reflectance; SPECTRAL REFLECTANCE; LEAVES; PHOTOSYNTHESIS; VEGETATION; RADIATION;
D O I
10.1016/j.jplph.2008.03.004
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
The objective of this study was to develop a rapid non-destructive technique to estimate total chlorophyll (Chl) content in a maize canopy using Chl content in a single leaf. The approach was (1) to calibrate and validate a reflectance-based non-destructive technique to estimate leaf Chl in maize; (2) to quantify the relative contribution of each leaf Chl to the total Chl in the canopy; and (3) to establish a relationship between leaf Chl. content and total. Chl in a maize canopy. The Red Edge Chlorophyll Index Cl-red (edge) = (R-NIR/R-red edge)-1 based on reflectances, R, in the red edge (720-730nm) and near infrared (770-800nm) was found to be an accurate measure of maize leaf Chl. It was able to predict leaf Chl ranging from 10 to 805 mg Chl m(-2) with root mean-square error less than 38 mg Chl m(-2). Relationships between Chl content in each maize leaf and total canopy Chl content were established and showed that Chl. in the collar leaf before silking or ear leaves explained more than 80% and 87% of the variation in totat Chl in a maize canopy, respectively. Thus, non-destructive measurements of both reflectance and area of a single leaf (either collar or ear) can be used to accurately estimate totat Chl content in a maize canopy. (C) 2008 Elsevier GmbH. All rights reserved.
引用
收藏
页码:157 / 167
页数:11
相关论文
共 33 条
[11]   WHAT LIMITS PHOTOSYNTHESIS [J].
FOYER, C ;
LEEGOOD, R ;
WALKER, D .
NATURE, 1982, 298 (5872) :326-326
[12]   SPECTRAL REFLECTANCE CHANGES ASSOCIATED WITH AUTUMN SENESCENCE OF AESCULUS-HIPPOCASTANUM L AND ACER-PLATANOIDES L LEAVES - SPECTRAL FEATURES AND RELATION TO CHLOROPHYLL ESTIMATION [J].
GITELSON, A ;
MERZLYAK, MN .
JOURNAL OF PLANT PHYSIOLOGY, 1994, 143 (03) :286-292
[13]   Relationship between gross primary production and chlorophyll content in crops:: Implications for the synoptic monitoring of vegetation productivity [J].
Gitelson, AA ;
Viña, A ;
Verma, SB ;
Rundquist, DC ;
Arkebauer, TJ ;
Keydan, G ;
Leavitt, B ;
Ciganda, V ;
Burba, GG ;
Suyker, AE .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2006, 111 (D8)
[14]   Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves [J].
Gitelson, AA ;
Gritz, Y ;
Merzlyak, MN .
JOURNAL OF PLANT PHYSIOLOGY, 2003, 160 (03) :271-282
[15]   Remote estimation of canopy chlorophyll content in crops -: art. no. L08403 [J].
Gitelson, AA ;
Viña, A ;
Ciganda, V ;
Rundquist, DC ;
Arkebauer, TJ .
GEOPHYSICAL RESEARCH LETTERS, 2005, 32 (08) :1-4
[16]   Signature analysis of leaf reflectance spectra: Algorithm development for remote sensing of chlorophyll [J].
Gitelson, AA ;
Merzlyak, MN .
JOURNAL OF PLANT PHYSIOLOGY, 1996, 148 (3-4) :494-500
[17]   Three-band model for noninvasive estimation of chlorophyll, carotenoids, and anthocyanin contents in higher plant leaves [J].
Gitelson, Anatoly A. ;
Keydan, Galina P. ;
Merzlyak, Mark N. .
GEOPHYSICAL RESEARCH LETTERS, 2006, 33 (11)
[18]   Retrieval of crop chlorophyll content and leaf area index from decompressed hyperspectral data: the effects of data compression [J].
Hu, BX ;
Qian, SE ;
Haboudane, D ;
Miller, JR ;
Hollinger, AB ;
Tremblay, N ;
Pattey, E .
REMOTE SENSING OF ENVIRONMENT, 2004, 92 (02) :139-152
[19]   Acclimation of photosynthesis in canopies: models and limitations [J].
Kull, O .
OECOLOGIA, 2002, 133 (03) :267-279
[20]   Towards universal broad leaf chlorophyll indices using PROSPECT simulated database and hyperspectral reflectance measurements [J].
le Maire, G ;
François, C ;
Dufrêne, E .
REMOTE SENSING OF ENVIRONMENT, 2004, 89 (01) :1-28