2023
DOI: 10.3390/ani13040763
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Dry Matter Intake Prediction from Milk Spectra in Sarda Dairy Sheep

Abstract: Individual dry matter intake (DMI) is a relevant factor for evaluating feed efficiency in livestock. However, the measurement of this trait on a large scale is difficult and expensive. DMI, as well as other phenotypes, can be predicted from milk spectra. The aim of this work was to predict DMI from the milk spectra of 24 lactating Sarda dairy sheep ewes. Three models (Principal Component Regression, Partial Least Squares Regression, and Stepwise Regression) were iteratively applied to three validation schemes:… Show more

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Cited by 6 publications
(3 citation statements)
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“…Also, sheep milk spectra can be used to recognize dietary regimens or feeding systems (Molle et al, 2021). Hammami et al (2010) reported that sheep FTIR spectra of can be used to monitor milk quality during the lactation period, whereas Ledda et al (2023) predicted dry matter intake from FTIR spectra in lactating Sarda ewes. Thus, a deeper knowledge about the FTIR spectra determinism could help to better understand the relationship with other important traits that could be included in the breeding programs.…”
Section: Introductionmentioning
confidence: 99%
“…Also, sheep milk spectra can be used to recognize dietary regimens or feeding systems (Molle et al, 2021). Hammami et al (2010) reported that sheep FTIR spectra of can be used to monitor milk quality during the lactation period, whereas Ledda et al (2023) predicted dry matter intake from FTIR spectra in lactating Sarda ewes. Thus, a deeper knowledge about the FTIR spectra determinism could help to better understand the relationship with other important traits that could be included in the breeding programs.…”
Section: Introductionmentioning
confidence: 99%
“…Increased milk production encourages dry matter consumption due to increased energy and nutrient requirements in animals. Studies (Ledda et al, 2023) showed a link between dry matter consumption and productivity. The experiment was conducted on sheep, so it is necessary to clarify this hypothesis on cattle.…”
Section: Introductionmentioning
confidence: 99%
“…Increased milk production encourages dry matter consumption due to increased energy and nutrient requirements in animals. Studies (Ledda et al, 2023) showed a link between dry matter consumption and productivity. The experiment was conducted on sheep, so it is necessary to clarify this hypothesis on cattle.…”
Section: Introductionmentioning
confidence: 99%