Predicting methane emission in Canadian Holstein dairy cattle using milk mid-infrared reflectance spectroscopy and other commonly available predictors via artificial neural networks.

Animals Canada Cattle Female Lactation / metabolism Methane / metabolism Milk / chemistry Neural Networks, Computer Purines Spectrophotometry, Infrared / veterinary
Holstein cows machine learning methane mid-infrared spectroscopy

Journal

Journal of dairy science
ISSN: 1525-3198
Titre abrégé: J Dairy Sci
Pays: United States
ID NLM: 2985126R

Informations de publication

Date de publication:
Oct 2022
Historique:
received: 18 08 2021
accepted: 09 06 2022
pubmed: 3 9 2022
medline: 21 9 2022
entrez: 2 9 2022
Statut: ppublish

Résumé

Interest in reducing eructed CH

Identifiants

DOI: 10.3168/jds.2021-21176 PMID: 36055858
pubmed: 36055858
pii: S0022-0302(22)00480-5
doi: 10.3168/jds.2021-21176
pii:
doi:

Substances chimiques

Purines 0
Methane OP0UW79H66

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

8272-8285

Informations de copyright

The Authors. Published by Elsevier Inc. and Fass Inc. on behalf of the American Dairy Science Association®. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).

Auteurs

Saeed Shadpour (S)

Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, Ontario, N1G 2W1, Canada.

Tatiane C S Chud (TCS)

Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, Ontario, N1G 2W1, Canada.

Dagnachew Hailemariam (D)

Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, T6G 2P5, Canada.

Graham Plastow (G)

Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, T6G 2P5, Canada.

Hinayah R Oliveira (HR)

Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, Ontario, N1G 2W1, Canada.

Paul Stothard (P)

Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, T6G 2P5, Canada.

Jan Lassen (J)

Center for Quantitative Genetics and Genomics, Aarhus University, Tjele, 8830, Denmark.

Filippo Miglior (F)

Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, Ontario, N1G 2W1, Canada; Lactanet Canada, Guelph, Ontario, N1K 1E5, Canada.

Christine F Baes (CF)

Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, Ontario, N1G 2W1, Canada.

Dan Tulpan (D)

Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, Ontario, N1G 2W1, Canada.

Flavio S Schenkel (FS)

Centre for Genetic Improvement of Livestock, Department of Animal Biosciences, University of Guelph, Guelph, Ontario, N1G 2W1, Canada. Electronic address: schenkel@uoguelph.ca.

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Classifications MeSH

questionsmedicales.fr › Eucaryotes › Animaux › Predicting methane emission in Canadian...
questionsmedicales.fr › Régions géographiques › Amériques › Amérique du Nord › Canada › Predicting methane emission in Canadian...
questionsmedicales.fr › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Artiodactyla › Ruminants › Bovins › Predicting methane emission in Canadian...
questionsmedicales.fr › Phénomènes physiologiques des appareils urinaire et reproducteur › Phénomènes physiologiques de la reproduction › Période du postpartum › Lactation › Predicting methane emission in Canadian...
questionsmedicales.fr › Composés chimiques organiques › Hydrocarbures › Hydrocarbures acycliques › Alcanes › Méthane › Predicting methane emission in Canadian...
questionsmedicales.fr › Aliments et boissons › Aliments › Produits laitiers › Lait › Predicting methane emission in Canadian...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Réseaux neuronaux (ordinateur) › Predicting methane emission in Canadian...
questionsmedicales.fr › Composés hétérocycliques › Composés hétérocycliques à cycles fusionnés › Composés hétérobicycliques › Purines › Predicting methane emission in Canadian...
questionsmedicales.fr › Techniques d'investigation › Techniques de chimie analytique › Analyse spectrale › Spectrophotométrie › Spectrophotométrie IR › Predicting methane emission in Canadian...