Analysis of common canopy vegetation indices for indicating leaf nitrogen accumulations in wheat and rice

被引:161
作者
Zhu, Yan [1 ]
Yao, Xia [1 ]
Tian, YongChao [1 ]
Liu, XiaoJun [1 ]
Cao, WeiXing [1 ]
机构
[1] Nanjing Agr Univ, Hitech Key Lab Informat Agr Jiangsu Prov, Key Lab Crop Growth Regulat, Minist Agr, Nanjing 210095, Peoples R China
基金
中国国家自然科学基金;
关键词
canopy reflectance spectra; CropScan; leaf nitrogen accumulation; ratio vegetation index; rice; wheat;
D O I
10.1016/j.jag.2007.02.006
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
The common spectra wavebands and vegetation indices (VI) were identified for indicating leaf nitrogen accumulation (LNA), and the quantitative relationships of LNA to canopy reflectance spectra were determined in both wheat (Triticum aestivum L.) and rice (Oryza sativa L.). The 8 10 and 870 nm are two common spectral wavebands indicating LNA in both wheat and rice. Among all ratio vegetation indices (RVI), difference vegetation indices (DVI) and normalized difference vegetation indices (NDVI) of 16 wavebands from the MSR16 radiometer, RVI (870, 660) and RVI (810,660) were most highly correlated to LNA in both wheat and rice. In addition, the relations between VIs and LNA gave better results than relations between single wavebands and LNA in both wheat and rice. Thus LNA in both wheat and rice could be indicated with common VIs, but separate regression equations are better for LNA monitoring. (c) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 32 条
[1]   Nitrogen deficiency detection using reflected shortwave radiation from irrigated corn canopies [J].
Blackmer, TM ;
Schepers, JS ;
Varvel, GE ;
WalterShea, EA .
AGRONOMY JOURNAL, 1996, 88 (01) :1-5
[2]  
*CROPSCAN INC, 2000, DAT LOGG CONTR US GU
[3]   Estimating the foliar biochemical concentration of leaves with reflectance spectrometry testing the Kokaly and Clark methodologies [J].
Curran, PJ ;
Dungan, JL ;
Peterson, DL .
REMOTE SENSING OF ENVIRONMENT, 2001, 76 (03) :349-359
[4]  
DAI T, 2004, P 3 INT NITR C CONTR, P247
[5]   EVALUATING WHEAT NITROGEN STATUS WITH CANOPY REFLECTANCE INDEXES AND DISCRIMINANT-ANALYSIS [J].
FILELLA, I ;
SERRANO, L ;
SERRA, J ;
PENUELAS, J .
CROP SCIENCE, 1995, 35 (05) :1400-1405
[6]  
[黄文江 Huang Wenjing], 2003, [遥感技术与应用, Remote sensing Technology and Application], V18, P206
[7]   SPECTRAL RESPONSE OF A PLANT CANOPY WITH DIFFERENT SOIL BACKGROUNDS [J].
HUETE, AR ;
JACKSON, RD ;
POST, DF .
REMOTE SENSING OF ENVIRONMENT, 1985, 17 (01) :37-53
[8]   Efficient use of nutrients: an art of balancing [J].
Janssen, BH .
FIELD CROPS RESEARCH, 1998, 56 (1-2) :197-201
[9]   RADIOMETRIC ESTIMATION OF BIOMASS AND NITROGEN-CONTENT OF BARLEY GROWN AT DIFFERENT NITROGEN LEVELS [J].
JENSEN, A ;
LORENZEN, B ;
OSTERGAARD, HS ;
HVELPLUND, EK .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1990, 11 (10) :1809-1820
[10]   Effects of long-term fertilization on leaf photosynthetic characteristics and grain yield in winter wheat [J].
Jiang, D ;
Dai, T ;
Jing, Q ;
Cao, W ;
Zhou, Q ;
Zhao, H ;
Fan, X .
PHOTOSYNTHETICA, 2004, 42 (03) :439-446