Remote estimation of gross primary production in maize and support for a new paradigm based on total crop chlorophyll content

被引：154
作者：
Peng, Yi [1 ]
Gitelson, Anatoly A. [1 ]
Keydan, Galina [1 ]
Rundquist, Donald C. [1 ]
Moses, Wesley [1 ]
机构：
[1] Univ Nebraska, Sch Nat Resources, Ctr Adv Land Management Informat Technol, Lincoln, NE 68588 USA
来源：
REMOTE SENSING OF ENVIRONMENT | 2011年 / 115卷 / 04期
关键词：
Gross primary production; Chlorophyll content; Vegetation indices; LIGHT-USE EFFICIENCY; NET PRIMARY PRODUCTION; LEAF-AREA INDEX; ENHANCED VEGETATION INDEX; CARBON-DIOXIDE EXCHANGE; SPECTRAL REFLECTANCE; EDDY COVARIANCE; NONDESTRUCTIVE DETERMINATION; LIMITING FACTORS; IRON STRESS;
D O I：
10.1016/j.rse.2010.12.001
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
The accurate quantification of gross primary production (GPP) in crops is important for regional and global studies of carbon budgets. Because of the observed close relationship between GPP and total canopy chlorophyll content in crops, vegetation indices related to chlorophyll can be used as a proxy of GPP. In this study, we justified the approach, tested the performance of several widely used chlorophyll-related vegetation indices in estimating total chlorophyll content and GPP in maize based on spectral data collected at a close range, 6 meters above the top of the canopy, over a period of eight years (2001 to 2008). The results show that GPP can be accurately estimated with chlorophyll-related indices that use near infra-red and either green or the red edge range of the spectrum. These indices provide the best approximation of the widely variable GPP in maize under both irrigated and rainfed conditions. (C) 2010 Elsevier Inc. All rights reserved.
引用
收藏
页码：978 / 989
页数：12
相关论文
共 80 条
[1]   Heterogeneity of light use efficiency in a northern Wisconsin forest: implications for modeling net primary production with remote sensing [J].
Ahl, DE ;
Gower, ST ;
Mackay, DS ;
Burrows, SN ;
Norman, JM ;
Diak, GR .
REMOTE SENSING OF ENVIRONMENT, 2004, 93 (1-2) :168-178
[2]   The impact of diffuse sunlight on canopy light-use efficiency, gross photosynthetic product and net ecosystem exchange in three forest biomes [J].
Alton, P. B. ;
North, P. R. ;
Los, S. O. .
GLOBAL CHANGE BIOLOGY, 2007, 13 (04) :776-787
[3]   An analytical model for estimating canopy transpiration and carbon assimilation fluxes based on canopy light-use efficiency [J].
Anderson, MC ;
Norman, JM ;
Meyers, TP ;
Diak, GR .
AGRICULTURAL AND FOREST METEOROLOGY, 2000, 101 (04) :265-289
[4]   ESTIMATING ABSORBED PHOTOSYNTHETIC RADIATION AND LEAF-AREA INDEX FROM SPECTRAL REFLECTANCE IN WHEAT [J].
ASRAR, G ;
FUCHS, M ;
KANEMASU, ET ;
HATFIELD, JL .
AGRONOMY JOURNAL, 1984, 76 (02) :300-306
[5]   Examining strategies to improve the carbon balance of corn/soybean agriculture using eddy covariance and mass balance techniques [J].
Baker, JM ;
Griffis, TJ .
AGRICULTURAL AND FOREST METEOROLOGY, 2005, 128 (3-4) :163-177
[6]   Assessing the eddy covariance technique for evaluating carbon dioxide exchange rates of ecosystems: past, present and future [J].
Baldocchi, DD .
GLOBAL CHANGE BIOLOGY, 2003, 9 (04) :479-492
[7]   Quantification of plant stress using remote sensing observations and crop models:: the case of nitrogen management [J].
Baret, F. ;
Houles, V. ;
Guerif, M. .
JOURNAL OF EXPERIMENTAL BOTANY, 2007, 58 (04) :869-880
[8]   Thinking about efficiency of resource use in forests [J].
Binkley, D ;
Stape, JL ;
Ryan, MG .
FOREST ECOLOGY AND MANAGEMENT, 2004, 193 (1-2) :5-16
[9]   The relative importance of light-use efficiency modifications from environmental conditions and cultivation for estimation of large-scale net primary productivity [J].
Bradford, JB ;
Hicke, JA ;
Lauenroth, WK .
REMOTE SENSING OF ENVIRONMENT, 2005, 96 (02) :246-255
[10]   Deriving green crop area index and canopy chlorophyll density of winter wheat from spectral reflectance data [J].
Broge, NH ;
Mortensen, JV .
REMOTE SENSING OF ENVIRONMENT, 2002, 81 (01) :45-57
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