  | Dichou, K.* , Nickmilder, C.* , Tedde, A., Franceschini, S., Brostaux, Y., Dufrasne, I., Lessire, F., Glesner, N., & Soyeurt, H. (26 February 2024). Harvesting Insights from the Sky: Satellite-Powered Automation for Detecting Mowing Based on Predicted Compressed Sward Heights. Applied Sciences, 14 (5), 1923. doi:10.3390/app14051923  Peer Reviewed verified by ORBi* These authors have contributed equally to this work. |
  | Tedde, A. (2023). Predictions of dairy related phenotypes using milk mid infrared spectral data under different degree of information availability [Doctoral thesis, ULiège - Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/300905 |
 | Nickmilder, C., Tedde, A., Dufrasne, I., Lessire, F., Glesner, N., Tychon, B., Bindelle, J., & Soyeurt, H. (2023). Creation of a Walloon Pasture Monitoring Platform Based on Machine Learning Models and Remote Sensing. Remote Sensing, 15 (7). doi:10.3390/rs15071890 Peer Reviewed verified by ORBi |
 | Soyeurt, H., Gerards, C., Nickmilder, C., Bindelle, J., Franceschini, S., Dehareng, F., Veselko, D., Bertozzi, C., Gengler, N., Marvuglia, A., Bayram, A., & Tedde, A. (04 October 2022). Prediction of Indirect Indicators of a Grass-Based Diet by Milk Fourier Transform Mid-Infrared Spectroscopy to Assess the Feeding Typologies of Dairy Farms. Animals, 12 (19), 2663. doi:10.3390/ani12192663 Peer reviewed |
 | Nickmilder, C., Soyeurt, H., Tedde, A. (Other coll.), Dufrasne, I. (Other coll.), Lessire, F. (Other coll.), Tychon, B. (Other coll.), Curnel; Yannick (Other coll.), Glesner Noémie (Other coll.), & Bindelle, J. (Other coll.). (07 September 2022). Deployment of models predicting compressed sward height on Wallonia: confrontation to ground truth [Paper presentation]. 73rd Annual Meeting of EAAP in Porto, Porto, Portugal. Peer reviewed |
Tedde, A., Wolf, V., Calmels, M., Leblois, J., Grelet, C., N. Ho, P., Pryce, J. E., Plastow, G., Hailemariam, D., Wang, Z., Gengler, N., Froidmont, E., Dufrasne, I., Bertozzi, C., Dehareng, F., Crowe, M. A., Bayram, A., & Soyeurt, H. (06 September 2022). Bodyweight loss estimation of Holstein dairy cows using milk-analysis prediction of bodyweight [Paper presentation]. 73rd EAAP annual meeting. Peer reviewed |
Soyeurt, H., Nickmilder, C., Franceschini, S., Dehareng, F., Veselko, D., Bertozzi, C., Bindelle, J., Gengler, N., Marvuglia, A., Bayram, A., & Tedde, A. (06 September 2022). Indirect prediction of grass-based diet from milk MIR traits to assess the feeding typology of farms [Paper presentation]. 73rd EAAP annual meeting, Porto, Portugal. Peer reviewed |
 | Nickmilder, C., Soyeurt, H., Tedde, A. (Other coll.), Dufrasne, I. (Other coll.), Lessire, F. (Other coll.), Tychon, B. (Other coll.), Curnel, Y. (Other coll.), & Bindelle, J. (Other coll.). (2022). Deployment of models predicting compressed sward height on Wallonia: results and feedback. In Grassland at the heart of circular and sustainable food systems. Caen, France: INRAE. Peer reviewed |
Tedde, A., Soyeurt, H., Nickmilder, C., Bindelle, J., Franceschini, S., Dehareng, F., Veselko, D., Bertozzi, C., Gengler, N., Marvuglia, A., & Bayram, A. (27 April 2022). Grazing detection of dairy cows through milk mid-infrared spectrometry analysis using unsupervised clustering of months as proxies [Paper presentation]. Dair'innov, Namur, Belgium. Peer reviewed |
 | Nickmilder, C., Soyeurt, H., Tedde, A. (Other coll.), Dufrasne, I. (Other coll.), Lessire, F. (Other coll.), Tychon, B. (Other coll.), Curnel, Y. (Other coll.), & Bindelle, J. (Other coll.). (27 April 2022). Deployment of models predicting compressed sward height on Wallonia: quality and validity of the predictions [Paper presentation]. DAIR'INNOV 2022, Namur, Belgium. |
 | Tedde, A. (02 September 2021). Prediction of dry matter intake of dairy cows across multiple countries and production systems [Paper presentation]. EAAP 2021, Davos, Switzerland. Peer reviewed |
 | Nickmilder, C., Soyeurt, H., Tedde, A. (Other coll.), Dufrasne, I. (Other coll.), Lessire, F. (Other coll.), Tychon, B. (Other coll.), Curnel, Y. (Other coll.), & Bindelle, J. (Other coll.). (17 May 2021). Validation of a workflow based on Sentinel-2, Sentinel-1 and meteorological data predicting biomass on pastures [Poster presentation]. 21st Symposium of the European Grassland Federation, Kassel, Germany. Peer reviewed |
 | Tedde, A., Grelet, C., Ho, P. N., Pryce, J. E., Hailemariam, D., Wang, Z., Plastow, G., Gengler, N., Froidmont, E., Dehareng, F., Bertozzi, C., Crowe, M. A., Soyeurt, H., & On Behalf Of The GplusE Consortium. (04 May 2021). Multiple Country Approach to Improve the Test-Day Prediction of Dairy Cows' Dry Matter Intake. Animals : an open access journal from MDPI, 11 (5), 1316. doi:10.3390/ani11051316 Peer reviewed |
 | Zhang, L., Tedde, A., Ho, P., Grelet, C., Dehareng, F., Froidmont, E., Gengler, N., Brostaux, Y., Hailemariam, D., Pryce, J., & Soyeurt, H. (May 2021). 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. Computers and Electronics in Agriculture, 184, 106106. doi:10.1016/j.compag.2021.106106 Peer Reviewed verified by ORBi |
 | Tedde, A., Grelet, C., Ho, P. N., Pryce, J. E., Hailemariam, D., Wang, Z., Plastow, G., Gengler, N., Brostaux, Y., Froidmont, E., Dehareng, F., Bertozzi, C., Crowe, M. A., Dufrasne, I., Soyeurt, H., & GplusE Consortium Group. (30 April 2021). Validation of Dairy Cow Bodyweight Prediction Using Traits Easily Recorded by Dairy Herd Improvement Organizations and Its Potential Improvement Using Feature Selection Algorithms. Animals : an open access journal from MDPI, 11 (5), 1288. doi:10.3390/ani11051288 Peer reviewed |
 | Tedde, A. (April 2021). Selection of the most appropriate predictors to improve the robustness of dairy cows’ bodyweight prediction by using lactation stage, parity, milk yield, and milk mid-infrared spectra [Paper presentation]. Video Poster Presentations. Peer reviewed |
 | Nickmilder, C., Tedde, A., Dufrasne, I., Lessire, F., Tychon, B., Curnel, Y., Bindelle, J., & Soyeurt, H. (01 February 2021). 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. Remote Sensing, 13 (3). doi:10.3390/rs13030408 Peer Reviewed verified by ORBi |
 | Soyeurt, H., Grelet, C., McParland, S., Calmels, M., Coffey, M., Tedde, A., Delhez, P., Dehareng, F., & Gengler, N. (December 2020). A comparison of 4 different machine learning algorithms to predict lactoferrin content in bovine milk from mid-infrared spectra. Journal of Dairy Science, 103, 11585-11596. doi:10.3168/jds.2020-18870 Peer Reviewed verified by ORBi |
Nickmilder, C., Tedde, A. (Other coll.), Lejeune, P. (Other coll.), Dufrasne, I. (Other coll.), Lessire, F. (Other coll.), Tychon, B. (Other coll.), Lebeau, F. (Other coll.), & Soyeurt, H. (Other coll.). (24 June 2020). Prediction of compressed sward height of Walloon pastures from sentinel-2 images using machine learning algorithms [Paper presentation]. ADSA 2020 Virtual annual meeting. |
 | Nickmilder, C., Soyeurt, H., Dufrasne, I. (Other coll.), Tedde, A. (Other coll.), Lejeune, P. (Other coll.), Tychon, B. (Other coll.), & Lebeau, F. (Other coll.). (31 January 2020). Managing the high variability of compressed sward heights to model grass growth on pastures using satellite images [Poster presentation]. 25th National Symposium for Applied Biological Sciences (NSABS), Gembloux, Belgium. |
