Paper · 1999 · Crop Science

Near Infrared Reflectance Spectroscopy Prediction and Heritability of Neutral Detergent‐Soluble Fiber in Alfalfa

C.E.L. Fonseca; J.L. Hansen; E.M. Thomas; et al.

9
claims
18
verbatim quotes
12
citations
4
research areas
—
Not open access

Abstract

Increasing neutral detergent‐soluble fiber (NDSF) concentration has been considered a strategy for breeding alfalfa ( Medicago sativa L.) with improved quality. Pectin is the main component of NDSF and is highly digestible, but the assay for NDSF is time‐consuming. The objectives were (i) to determine the potential use of near infrared reflectance spectroscopy (NIRS) to predict NDSF concentration in alfalfa and (ii) to estimate NDSF heritability and gain from selection. Herbage was sampled five times across 2 yr from two populations of half‐sib (HS) progeny tested at Ithaca, NY. Calibration equations were developed by multiple linear regression of laboratory values of NDSF on NIRS spectra. Samples from one harvest were assayed twice to compare extraction methods. Means of NDSF from 90‐ and 80%‐ethanol extractions were 213.1 ± 7.21 and 179.5 ± 5.89 g kg −1 , respectively. Assay standard deviations were low for both ethanol concentrations. Because a better calibration equation was obtained with the 80%‐ethanol assay, all remaining samples were assayed by that technique. Standard errors of calibration were small, ranging from 4.71 to 7.54 g kg −1 . Coefficients of multiple determination ( R 2 ) ranged from 0.72 to 0.97. Most heritability estimates for NDSF were significantly greater than zero, ranging from −0.03 ± 0.20 to 0.56 ± 0.17 and averaging 0.41. Expected gain from selection of parents based on HS progeny ranged from 4.6 to 19.0 g kg −1 and averaged 10.3 g kg −1 . Selecting parents with higher NDSF concentrations predicted by NIRS evaluations of HS progenies may improve forage quality of alfalfa.

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Claims 9

Observationobservedoriginal resultmeasured

Claim · model-written summary

NDSF mean was 213.1 ± 7.21 g kg −1 after 90% ethanol extraction.

Taxon
AlfalfaMedicago sativat0
Treatment
90‐e0
Outcome
NDSFe0
Value
213.1 ± 7.21 and 179.5 ± 5.89 g kg −1e0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Medicago sativa
Medicago sativa · TaxonDrepanostoma · CC BY 4.0 · iNaturalist ↗

Verbatim

t0

“Alfalfa”

✓ located verbatim in the source · title, characters 105–112 · show in text ↑
e0

“Means of NDSF from 90‐ and 80%‐ethanol extractions were 213.1 ± 7.21 and 179.5 ± 5.89 g kg −1 , respectively.”

✓ located verbatim in the source · abstract, characters 774–883 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

NDSF mean was 179.5 ± 5.89 g kg −1 after 80% ethanol extraction.

Taxon
AlfalfaMedicago sativat0
Treatment
80%‐ethanol extractionse0
Outcome
NDSFe0
Value
179.5 ± 5.89 g kg −1e0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Medicago sativa
Medicago sativa · TaxonDrepanostoma · CC BY 4.0 · iNaturalist ↗

Verbatim

t0

“Alfalfa”

✓ located verbatim in the source · title, characters 105–112 · show in text ↑
e0

“Means of NDSF from 90‐ and 80%‐ethanol extractions were 213.1 ± 7.21 and 179.5 ± 5.89 g kg −1 , respectively.”

✓ located verbatim in the source · abstract, characters 774–883 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

Assay standard deviations were low at both ethanol concentrations.

Taxon
AlfalfaMedicago sativat0
Outcome
Assay standard deviationse0
Direction
lowe0
Comparator
both ethanol concentrationse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Medicago sativa
Medicago sativa · TaxonDrepanostoma · CC BY 4.0 · iNaturalist ↗

Verbatim

t0

“Alfalfa”

✓ located verbatim in the source · title, characters 105–112 · show in text ↑
e0

“Assay standard deviations were low for both ethanol concentrations.”

✓ located verbatim in the source · abstract, characters 884–951 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

The 80% ethanol assay gave a better calibration equation.

Taxon
AlfalfaMedicago sativat0
Outcome
calibration equatione0
Direction
bettere0
Comparator
80%‐ethanol assaye0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Medicago sativa
Medicago sativa · TaxonDrepanostoma · CC BY 4.0 · iNaturalist ↗

Verbatim

t0

“Alfalfa”

✓ located verbatim in the source · title, characters 105–112 · show in text ↑
e0

“Because a better calibration equation was obtained with the 80%‐ethanol assay”

✓ located verbatim in the source · abstract, characters 952–1029 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

NIRS calibration standard errors ranged from 4.71 to 7.54 g kg −1.

Taxon
AlfalfaMedicago sativat0
Outcome
Standard errors of calibratione0
Direction
smalle0
Value
4.71 to 7.54 g kg −1e0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Medicago sativa
Medicago sativa · TaxonDrepanostoma · CC BY 4.0 · iNaturalist ↗

Verbatim

t0

“Alfalfa”

✓ located verbatim in the source · title, characters 105–112 · show in text ↑
e0

“Standard errors of calibration were small, ranging from 4.71 to 7.54 g kg −1 .”

✓ located verbatim in the source · abstract, characters 1085–1163 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

NIRS multiple determination coefficients ranged from 0.72 to 0.97.

Taxon
AlfalfaMedicago sativat0
Outcome
Coefficients of multiple determinatione0
Value
0.72 to 0.97e0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Medicago sativa
Medicago sativa · TaxonDrepanostoma · CC BY 4.0 · iNaturalist ↗

Verbatim

t0

“Alfalfa”

✓ located verbatim in the source · title, characters 105–112 · show in text ↑
e0

“Coefficients of multiple determination ( R 2 ) ranged from 0.72 to 0.97.”

✓ located verbatim in the source · abstract, characters 1164–1236 · show in text ↑
Observationobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Most NDSF heritability estimates exceeded zero significantly and averaged 0.41.

Taxon
AlfalfaMedicago sativat0
Outcome
heritability estimates for NDSFe0
Direction
greater than zeroe0
Value
0.41e0
Qualifier
ranging from −0.03 ± 0.20 to 0.56 ± 0.17e0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Medicago sativa
Medicago sativa · TaxonDrepanostoma · CC BY 4.0 · iNaturalist ↗

Verbatim

t0

“Alfalfa”

✓ located verbatim in the source · title, characters 105–112 · show in text ↑
e0

“Most heritability estimates for NDSF were significantly greater than zero, ranging from −0.03 ± 0.20 to 0.56 ± 0.17 and averaging 0.41.”

✓ located verbatim in the source · abstract, characters 1237–1372 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Expected selection gain averaged 10.3 g kg −1.

Taxon
AlfalfaMedicago sativat0
Outcome
Expected gain from selection of parents based on HS progenye0
Value
10.3 g kg −1e0
Qualifier
ranged from 4.6 to 19.0 g kg −1e0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Medicago sativa
Medicago sativa · TaxonDrepanostoma · CC BY 4.0 · iNaturalist ↗

Verbatim

t0

“Alfalfa”

✓ located verbatim in the source · title, characters 105–112 · show in text ↑
e0

“Expected gain from selection of parents based on HS progeny ranged from 4.6 to 19.0 g kg −1 and averaged 10.3 g kg −1 .”

✓ located verbatim in the source · abstract, characters 1373–1492 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

Selecting parents with higher NDSF predicted by NIRS may improve alfalfa forage quality.

Taxon
AlfalfaMedicago sativat0
Outcome
improve forage quality of alfalfae0
Qualifier
maye0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Medicago sativa
Medicago sativa · TaxonDrepanostoma · CC BY 4.0 · iNaturalist ↗

Verbatim

t0

“Alfalfa”

✓ located verbatim in the source · title, characters 105–112 · show in text ↑
e0

“Selecting parents with higher NDSF concentrations predicted by NIRS evaluations of HS progenies may improve forage quality of alfalfa.”

✓ located verbatim in the source · abstract, characters 1493–1627 · show in text ↑