Development of Machine Learning Models to Predict Compressed Sward Height in Walloon Pastures Based on Sentinel-1, Sentinel-2 and Meteorological Data Using Multiple Data Transformations
Nickmilder, Charles, Tedde, Anthony, Dufrasne, Isabelle, Lessire, Françoise, Tychon, Bernard, Curnel, Yannick, Bindelle, Jérome, Soyeurt, Hélène
Published in Remote sensing (Basel, Switzerland) (01.02.2021)
Published in Remote sensing (Basel, Switzerland) (01.02.2021)
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Creation of a Walloon Pasture Monitoring Platform Based on Machine Learning Models and Remote Sensing
Nickmilder, Charles, Tedde, Anthony, Dufrasne, Isabelle, Lessire, Françoise, Glesner, Noémie, Tychon, Bernard, Bindelle, Jérome, Soyeurt, Hélène
Published in Remote sensing (Basel, Switzerland) (01.04.2023)
Published in Remote sensing (Basel, Switzerland) (01.04.2023)
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Harvesting Insights from the Sky: Satellite-Powered Automation for Detecting Mowing Based on Predicted Compressed Sward Heights
Dichou, Killian, Nickmilder, Charles, Tedde, Anthony, Franceschini, Sébastien, Brostaux, Yves, Dufrasne, Isabelle, Lessire, Françoise, Glesner, Noémie, Soyeurt, Hélène
Published in Applied sciences (01.03.2024)
Published in Applied sciences (01.03.2024)
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Prediction of Indirect Indicators of a Grass-Based Diet by Milk Fourier Transform Mid-Infrared Spectroscopy to Assess the Feeding Typologies of Dairy Farms
Soyeurt, Hélène, Gerards, Cyprien, Nickmilder, Charles, Bindelle, Jérôme, Franceschini, Sébastien, Dehareng, Frédéric, Veselko, Didier, Bertozzi, Carlo, Gengler, Nicolas, Marvuglia, Antonino, Bayram, Alper, Tedde, Anthony
Published in Animals (Basel) (04.10.2022)
Published in Animals (Basel) (04.10.2022)
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Multiple Country Approach to Improve the Test-Day Prediction of Dairy Cows’ Dry Matter Intake
Tedde, Anthony, Grelet, Clément, Ho, Phuong, Pryce, Jennie, Hailemariam, Dagnachew, Wang, Zhiquan, Plastow, Graham, Gengler, Nicolas, Froidmont, Eric, Dehareng, Frédéric, Bertozzi, Carlo, Crowe, Mark, Soyeurt, Hélène
Published in Animals (Basel) (04.05.2021)
Published in Animals (Basel) (04.05.2021)
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A comparison of 4 different machine learning algorithms to predict lactoferrin content in bovine milk from mid-infrared spectra
Soyeurt, H., Grelet, C., McParland, S., Calmels, M., Coffey, M., Tedde, A., Delhez, P., Dehareng, F., Gengler, N.
Published in Journal of dairy science (01.12.2020)
Published in Journal of dairy science (01.12.2020)
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Mining data from milk mid-infrared spectroscopy and animal characteristics to improve the prediction of dairy cow's liveweight using feature selection algorithms based on partial least squares and Elastic Net regressions
Zhang, Lei, Tedde, Anthony, Ho, Phuong, Grelet, Clément, Dehareng, Frédéric, Froidmont, Eric, Gengler, Nicolas, Brostaux, Yves, Hailemariam, Dagnachew, Pryce, Jennie, Soyeurt, Hélène
Published in Computers and electronics in agriculture (01.05.2021)
Published in Computers and electronics in agriculture (01.05.2021)
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