Evaluation of green forage intake and digestibility in ruminants using near infrared reflectance spectroscopy (NIRS) : Developing a global calibration

The objective of this study was to evaluate the potential of near infrared reflectance spectroscopy (NIRS), applied to forage and/or faeces, to estimate the in vivo organic matter digestibility (OMD) and the organic matter voluntary intake (OMVI, g/kg metabolic weight [BW0.75]) for a wide range of temperate forages. Two different databases, in terms of forage species and development stages were studied. The first one included two grass species and two forage mixtures for which OMD and OMVI were continuously measured during the grass-growing seasons (spring and summer). The second one contained a large set of grass and legume species and forage mixtures (142 trials) for which OMD and OMVI were measured. Forage and faeces samples were submitted to NIRS analysis and predictive calibrations were developed from forage spectra, faeces spectra, forage and faeces subtracted spectra, and faeces and forage concatenated spectra. Working on faecal spectra (alone or concatenated) enabled us to develop the best calibration equations for both OMD and OMVI estimation. The coefficient of determination (R2) was greater than 0.8. The standard error of cross validation (SECV) for OMD and OMVI was 0.021 and 4.51 g/kg BW0.75, respectively, and the accuracy was similar to that obtained with other predictive methods. With regard to the faecal spectra (second derivative mode), the fat absorbency at wavelengths of 1730, 2310 and 2350 nm was higher when the corresponding forage was highly digestible and ingestible. In conclusion, applying NIRS to faeces is a rapid and easy analytical method that could be an interesting tool for managing grazing ruminants and optimising their performance.

Saved in:
Bibliographic Details
Main Authors: Decruyenaere, V., Lecomte, Philippe, Demarquilly, C., Aufrère, J., Dardenne, Pierre, Stilmant, Didier, Buldgen, André
Format: article biblioteca
Language:eng
Subjects:L02 - Alimentation animale, L51 - Physiologie animale - Nutrition, U30 - Méthodes de recherche, ruminant, fourrage vert, spectroscopie infrarouge, http://aims.fao.org/aos/agrovoc/c_6695, http://aims.fao.org/aos/agrovoc/c_3374, http://aims.fao.org/aos/agrovoc/c_28568, http://aims.fao.org/aos/agrovoc/c_870, http://aims.fao.org/aos/agrovoc/c_3081,
Online Access:http://agritrop.cirad.fr/548660/
http://agritrop.cirad.fr/548660/1/document_548660.pdf
Tags: Add Tag
No Tags, Be the first to tag this record!
id dig-cirad-fr-548660
record_format koha
spelling dig-cirad-fr-5486602024-01-28T16:55:05Z http://agritrop.cirad.fr/548660/ http://agritrop.cirad.fr/548660/ Evaluation of green forage intake and digestibility in ruminants using near infrared reflectance spectroscopy (NIRS) : Developing a global calibration. Decruyenaere V., Lecomte Philippe, Demarquilly C., Aufrère J., Dardenne Pierre, Stilmant Didier, Buldgen André. 2009. Animal feed Science and Technology, 148 (1) : 138-156.https://doi.org/10.1016/j.anifeedsci.2008.03.007 <https://doi.org/10.1016/j.anifeedsci.2008.03.007> Evaluation of green forage intake and digestibility in ruminants using near infrared reflectance spectroscopy (NIRS) : Developing a global calibration Decruyenaere, V. Lecomte, Philippe Demarquilly, C. Aufrère, J. Dardenne, Pierre Stilmant, Didier Buldgen, André eng 2009 Animal feed Science and Technology L02 - Alimentation animale L51 - Physiologie animale - Nutrition U30 - Méthodes de recherche ruminant fourrage vert spectroscopie infrarouge http://aims.fao.org/aos/agrovoc/c_6695 http://aims.fao.org/aos/agrovoc/c_3374 http://aims.fao.org/aos/agrovoc/c_28568 Belgique France http://aims.fao.org/aos/agrovoc/c_870 http://aims.fao.org/aos/agrovoc/c_3081 The objective of this study was to evaluate the potential of near infrared reflectance spectroscopy (NIRS), applied to forage and/or faeces, to estimate the in vivo organic matter digestibility (OMD) and the organic matter voluntary intake (OMVI, g/kg metabolic weight [BW0.75]) for a wide range of temperate forages. Two different databases, in terms of forage species and development stages were studied. The first one included two grass species and two forage mixtures for which OMD and OMVI were continuously measured during the grass-growing seasons (spring and summer). The second one contained a large set of grass and legume species and forage mixtures (142 trials) for which OMD and OMVI were measured. Forage and faeces samples were submitted to NIRS analysis and predictive calibrations were developed from forage spectra, faeces spectra, forage and faeces subtracted spectra, and faeces and forage concatenated spectra. Working on faecal spectra (alone or concatenated) enabled us to develop the best calibration equations for both OMD and OMVI estimation. The coefficient of determination (R2) was greater than 0.8. The standard error of cross validation (SECV) for OMD and OMVI was 0.021 and 4.51 g/kg BW0.75, respectively, and the accuracy was similar to that obtained with other predictive methods. With regard to the faecal spectra (second derivative mode), the fat absorbency at wavelengths of 1730, 2310 and 2350 nm was higher when the corresponding forage was highly digestible and ingestible. In conclusion, applying NIRS to faeces is a rapid and easy analytical method that could be an interesting tool for managing grazing ruminants and optimising their performance. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/548660/1/document_548660.pdf application/pdf Cirad license info:eu-repo/semantics/restrictedAccess https://agritrop.cirad.fr/mention_legale.html https://doi.org/10.1016/j.anifeedsci.2008.03.007 10.1016/j.anifeedsci.2008.03.007 http://catalogue-bibliotheques.cirad.fr/cgi-bin/koha/opac-detail.pl?biblionumber=203540 info:eu-repo/semantics/altIdentifier/doi/10.1016/j.anifeedsci.2008.03.007 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.1016/j.anifeedsci.2008.03.007
institution CIRAD FR
collection DSpace
country Francia
countrycode FR
component Bibliográfico
access En linea
databasecode dig-cirad-fr
tag biblioteca
region Europa del Oeste
libraryname Biblioteca del CIRAD Francia
language eng
topic L02 - Alimentation animale
L51 - Physiologie animale - Nutrition
U30 - Méthodes de recherche
ruminant
fourrage vert
spectroscopie infrarouge
http://aims.fao.org/aos/agrovoc/c_6695
http://aims.fao.org/aos/agrovoc/c_3374
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_870
http://aims.fao.org/aos/agrovoc/c_3081
L02 - Alimentation animale
L51 - Physiologie animale - Nutrition
U30 - Méthodes de recherche
ruminant
fourrage vert
spectroscopie infrarouge
http://aims.fao.org/aos/agrovoc/c_6695
http://aims.fao.org/aos/agrovoc/c_3374
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_870
http://aims.fao.org/aos/agrovoc/c_3081
spellingShingle L02 - Alimentation animale
L51 - Physiologie animale - Nutrition
U30 - Méthodes de recherche
ruminant
fourrage vert
spectroscopie infrarouge
http://aims.fao.org/aos/agrovoc/c_6695
http://aims.fao.org/aos/agrovoc/c_3374
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_870
http://aims.fao.org/aos/agrovoc/c_3081
L02 - Alimentation animale
L51 - Physiologie animale - Nutrition
U30 - Méthodes de recherche
ruminant
fourrage vert
spectroscopie infrarouge
http://aims.fao.org/aos/agrovoc/c_6695
http://aims.fao.org/aos/agrovoc/c_3374
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_870
http://aims.fao.org/aos/agrovoc/c_3081
Decruyenaere, V.
Lecomte, Philippe
Demarquilly, C.
Aufrère, J.
Dardenne, Pierre
Stilmant, Didier
Buldgen, André
Evaluation of green forage intake and digestibility in ruminants using near infrared reflectance spectroscopy (NIRS) : Developing a global calibration
description The objective of this study was to evaluate the potential of near infrared reflectance spectroscopy (NIRS), applied to forage and/or faeces, to estimate the in vivo organic matter digestibility (OMD) and the organic matter voluntary intake (OMVI, g/kg metabolic weight [BW0.75]) for a wide range of temperate forages. Two different databases, in terms of forage species and development stages were studied. The first one included two grass species and two forage mixtures for which OMD and OMVI were continuously measured during the grass-growing seasons (spring and summer). The second one contained a large set of grass and legume species and forage mixtures (142 trials) for which OMD and OMVI were measured. Forage and faeces samples were submitted to NIRS analysis and predictive calibrations were developed from forage spectra, faeces spectra, forage and faeces subtracted spectra, and faeces and forage concatenated spectra. Working on faecal spectra (alone or concatenated) enabled us to develop the best calibration equations for both OMD and OMVI estimation. The coefficient of determination (R2) was greater than 0.8. The standard error of cross validation (SECV) for OMD and OMVI was 0.021 and 4.51 g/kg BW0.75, respectively, and the accuracy was similar to that obtained with other predictive methods. With regard to the faecal spectra (second derivative mode), the fat absorbency at wavelengths of 1730, 2310 and 2350 nm was higher when the corresponding forage was highly digestible and ingestible. In conclusion, applying NIRS to faeces is a rapid and easy analytical method that could be an interesting tool for managing grazing ruminants and optimising their performance.
format article
topic_facet L02 - Alimentation animale
L51 - Physiologie animale - Nutrition
U30 - Méthodes de recherche
ruminant
fourrage vert
spectroscopie infrarouge
http://aims.fao.org/aos/agrovoc/c_6695
http://aims.fao.org/aos/agrovoc/c_3374
http://aims.fao.org/aos/agrovoc/c_28568
http://aims.fao.org/aos/agrovoc/c_870
http://aims.fao.org/aos/agrovoc/c_3081
author Decruyenaere, V.
Lecomte, Philippe
Demarquilly, C.
Aufrère, J.
Dardenne, Pierre
Stilmant, Didier
Buldgen, André
author_facet Decruyenaere, V.
Lecomte, Philippe
Demarquilly, C.
Aufrère, J.
Dardenne, Pierre
Stilmant, Didier
Buldgen, André
author_sort Decruyenaere, V.
title Evaluation of green forage intake and digestibility in ruminants using near infrared reflectance spectroscopy (NIRS) : Developing a global calibration
title_short Evaluation of green forage intake and digestibility in ruminants using near infrared reflectance spectroscopy (NIRS) : Developing a global calibration
title_full Evaluation of green forage intake and digestibility in ruminants using near infrared reflectance spectroscopy (NIRS) : Developing a global calibration
title_fullStr Evaluation of green forage intake and digestibility in ruminants using near infrared reflectance spectroscopy (NIRS) : Developing a global calibration
title_full_unstemmed Evaluation of green forage intake and digestibility in ruminants using near infrared reflectance spectroscopy (NIRS) : Developing a global calibration
title_sort evaluation of green forage intake and digestibility in ruminants using near infrared reflectance spectroscopy (nirs) : developing a global calibration
url http://agritrop.cirad.fr/548660/
http://agritrop.cirad.fr/548660/1/document_548660.pdf
work_keys_str_mv AT decruyenaerev evaluationofgreenforageintakeanddigestibilityinruminantsusingnearinfraredreflectancespectroscopynirsdevelopingaglobalcalibration
AT lecomtephilippe evaluationofgreenforageintakeanddigestibilityinruminantsusingnearinfraredreflectancespectroscopynirsdevelopingaglobalcalibration
AT demarquillyc evaluationofgreenforageintakeanddigestibilityinruminantsusingnearinfraredreflectancespectroscopynirsdevelopingaglobalcalibration
AT aufrerej evaluationofgreenforageintakeanddigestibilityinruminantsusingnearinfraredreflectancespectroscopynirsdevelopingaglobalcalibration
AT dardennepierre evaluationofgreenforageintakeanddigestibilityinruminantsusingnearinfraredreflectancespectroscopynirsdevelopingaglobalcalibration
AT stilmantdidier evaluationofgreenforageintakeanddigestibilityinruminantsusingnearinfraredreflectancespectroscopynirsdevelopingaglobalcalibration
AT buldgenandre evaluationofgreenforageintakeanddigestibilityinruminantsusingnearinfraredreflectancespectroscopynirsdevelopingaglobalcalibration
_version_ 1792497159495483392