1. 受精种蛋理化指标与光谱信息的响应关系.
- Author
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宋科, 潘磊庆, 杨崇龙, 石永宏, 屠康, and 张伟
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INDICATORS & test-papers , *EGGS - Abstract
[Objectives]The response of physical and chemical indicators of fertilized breeder eggs based on spectral information was investigated. [Methods]Using Hyland Gray breeder eggs as the research object, the changes of protein, fat, moisture, pH value and color parameters between fertilized and unfertilized eggs at 0-4 d of incubation were measured and hyperspectral images was obtained, the physicochemical indicators that were significantly different between fertilized and unfertilized eggs were determined; the physicochemical indicators of fertilized eggs were correlated with the transmittance of spectral bands and the characteristic bands were screened. PLS-DA (partial least squares-discriminant analysis) and SVM (support vector machine) discriminant models for egg fertilization in the full wavelength range (400-1 000 nm) and discriminant models for fertilization in the characteristic wavelength range were established. [Results]At 0-4 d of incubation, there were significant differences between fertilized and unfertilized eggs in terms of protein, fat, pH and a* value, of which protein, fat and determined a* value were negatively correlated with the transmittance of spectral bands; pH value was positively correlated with the transmittance of spectral bands. Feature bands of 20,40,60 and 80 were screened out based on correlation analysis respectively. The accuracy of the modeling prediction set based on the full band range reached the highest at 4 d with 100.00%,and the accuracy of the modeling prediction set based on the feature band reached the highest at the feature bands of 60 and 80 with 97.50%. [Conclusions]Spectral information could well reflect the changes of physicochemical indexes of fertilized breeder eggs, which provided a tool to detect egg fertilization with hyperspectral technology. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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