Chestnuts treated with calcium chloride (CaCl2), which were stored in sand, survived after 80‐days dormancy stage. Calcium chloride stablilized the membrane, but it accelerated the decay of the chestnut. The main reason for the decay was that the stress of low oxygen content induced the production of active oxygen species, eg., H2O2 by analyzing the physiological indexes such as superoxide dismutase (SOD), catalase (CAT), malondialdehyde, vitamin C (Vc), damage rate and decay rate.
Camelina
is a promising feedstock as a result of its ability to provide high-quality
edible oil and jet fuel. However, predicting its oil content currently
requires time- and labor-intensive analyses. Near-infrared (NIR) spectroscopy
provides a rapid, low-cost determination approach for oil seed characterization.
The objective of this study was to develop a NIR model to predict
the camelina oil content using 200 camelina seed simples. Partial
least squares (PLS) regression and principal component regression
(PCR) were used to compare the performance of calibration models to
the full spectra range (4000–1000 cm–1).
PLS regression showed better prediction performance than PCR. The
optimal model provided excellent fitness, with a R
2 of 0.94 and root mean square of prediction error of
0.495%, making the model useful in various applications, including
quality assurance and screening. This study confirmed that the NIR
method significantly reduces time (from 60 to 1 min) and cost [from
20 to 1 United States dollar (USD)] required to determine the camelina
seed oil content. Last but not least, this study leverages a high-throughput,
cost-effective prediction method of the camelina oil content to facilitate
plant breeding and genetic studies. Future work on the NIR model should
focus on developing a model system to achieve rapid analysis of genomics
at a low cost to assist plant feedstock improvement.
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