Publications and communications of Charles Nickmilder

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
* These authors have contributed equally to this work.

Nickmilder, C. (2023). Development of machine learning algorithms fed by meteorological and remote sensing data to assess the available grass on pastures [Doctoral thesis, ULiège. GxABT - Liège Université. Gembloux Agro-Bio Tech]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/301816

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

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

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.

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.

Nickmilder, C. (2022). Présentation de vulgarisation du projet à la foire de Libramont 2022 [Paper presentation]. foire de Libramont 2022.

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.

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., 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.

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.

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

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.