|
Journal of Zhejiang University SCIENCE A
ISSN 1673-565X(Print), 1862-1775(Online), Monthly
2003 Vol.4 No.6 P.727-733
In situ hyperspectral data analysis for pigment content estimation of rice leaves
Abstract: Analyses of the correlation between hyperspectral reflectance and pigment content including chlorophyll-a, chlorophyll-b and carotenoid of leaves in different sites of rice were reported in this paper. The hyperspectral reflectance of late rice during the whole growing season was measured using a Spectroradiometer with spectral range of 350-1050 nm and resolution of 3 nm. The chlorophyll-a, chlorophyll-b and carotenoid contents in rice leaves in rice fields to which different levels of nitrogen were applied were measured. The chlorophyll-a content of upper leaves was well correlated with the spectral variables. However, the correlation between both chlorophyll-b and caroteniod and the spectral variables was far from that of chlorophyll-a. The potential of hyperspectral reflectance measurement for estimating chlorophyll-a of upper leaves was evaluated using univariate correlation and multivariate regression analysis methods with different types of predictors. This study showed that the most suitable estimated model of chlorophyll-a of upper leaves was obtained by using some hyperspectral variables such as SDr, SDb and their integration.
Key words: Pigment contents, Hyperspectral reflectance, Rice leaves, Correlation
References:
Open peer comments: Debate/Discuss/Question/Opinion
<1>
pepephyo@No address<pepephyo@gmail.com>
2011-03-17 09:03:45
How about other components such as protein content RuBP etc?
DOI:
10.1631/jzus.2003.0727
CLC number:
TP7.5;S511
Download Full Text:
Downloaded:
2948
Clicked:
5948
Cited:
12
On-line Access:
2024-08-27
Received:
2023-10-17
Revision Accepted:
2024-05-08
Crosschecked: