Predicting methane emission in Canadian Holstein dairy cattle using milk mid-infrared reflectance spectroscopy and other commonly available predictors via artificial neural networks
Saeed Shadpour, T.C.S. Chud, Dagnachew Hailemariam, Graham Plastow, Hinayah Rojas de Oliveira, Paul Stothard, Jan Lassen, F. Miglior, Christine F. Baes, Dan Tulpan, Flávio S. Schenkel
Abstract
emissions.
Topics & Concepts
Test setMathematicsIce calvingDairy cattleAnimal scienceMean squared errorArtificial neural networkLinear regressionCategorical variableMethane emissionsLactationStatisticsAlgorithmArtificial intelligenceBiologyComputer scienceMethaneEcologyPregnancyGeneticsOdor and Emission Control TechnologiesRuminant Nutrition and Digestive PhysiologyEffects of Environmental Stressors on Livestock