Session 95 – Happy Delivering innovative and holistic milk based monitoring and decision-making PLF tools – collaboration with HappyMoo

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Theater

An attempt to predict dairy cows chronic stress biomarkers using milk MIR spectra
C. Grelet, H. Simon, J. Leblois, M. Jattiot, C. Lecomte, R. Reding, J. Wavreille, E.J.P. Strang, F.J. Auer, Happymoo Consortium and F. Dehareng

Prediction of body condition score for the entire lactation in Walloon Holstein cows
H. Atashi, J. Chelotti and N. Gengler

Conditions to develop successful mid-infrared (MIR) based BCS and BCS change predictions
J. Chelotti, H. Atashi, C. Grelet, M. Calmels, J. Leblois and N. Gengler

Large-scale analysis of chronic stress in dairy cows using hair cortisol and blood fructosamine
H. Simon, C. Grelet, S. Franceschini, H. Soyeurt, J. Leblois, M. Jattiot, C. Lecomte, R. Reding, J. Wavreille, E.J.P. Strang, F.J. Auer and F. Dehareng

Calculation of dry matter intake and energy balance based on MIR spectral data at European level
V. Wolf, L. Dale, M. Gelé, U. Schuler, U. Müller, N. Gengler, J. Leblois and M. Calmels

Validation of HappyMoo MIR energy balance models on external datasets with feeding restriction
M. Calmels, J. Pires, M. Boutinaud, A. Leduc, C. Leroux, J. Chelotti, L. Dale, C. Grelet, A. Tedde, J. Leblois and M. Gelé

Genetic analyses of principal components of milk mid-infrared spectra from Holstein cows
Y. Chen, P. Delhez, H. Atashi, H. Soyeurt and N. Gengler

MastiMIR – MIR prediction for udder health
L.M. Dale, A. Werner, E.P.J. Strang, Happymoo Consortium and J. Bieger

Prediction of lameness and hoof lesions using MIR spectral data
M. Jattiot, L.M. Dale, M. El Jabri, J. Leblois, M.-N. Tran and HappyMoo Consortium

MIR spectral prediction based on heat stress in dairy cattle
L.M. Dale, M. Jattiot, A. Werner, E.J.P. Strang, P. Lemal, Happymoo Consortium, Klimaco Consortium and N. Gengler

Use of MIR spectra-based indicator for genetic evaluation of heat stress in dairy cattle
P. Lemal, L.M. Dale, M. Jattiot, J. Leblois, M. Schroyen and N. Gengler

A unique overview of enteric methane emissions by dairy cows in Bretagne, France
S. Mendowski, O. Garcia, C. Bruand, M. Tournat, T. Viot and L. Meriaux

Genetic parameters analysis of milk citrate for Holstein cows in early lactation
H. Hu, Y. Chen, C. Grelet and N. Gengler

Poster

Milk fluctuations in daily milk yield associated with diseases in Chinese Holstein cattle
A. Wang, D.K. Liu, C. Mei and Y.C. Wang