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Nickmilder Charles

Département GxABT > Echanges Eau - Sol - Plantes

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ORCID
0000-0001-5235-2145
Main Referenced Co-authors
Soyeurt, Hélène  (12)
Tedde, Anthony  (12)
Bindelle, Jérôme  (9)
Dufrasne, Isabelle  (9)
Lessire, Françoise  (8)
Main Referenced Keywords
machine learning (6); pasture (4); remote sensing (4); compressed sward height (3); decision support system (3);
Main Referenced Unit & Research Centers
Centre Wallon de recherche agronomique (1)
Main Referenced Disciplines
Agriculture & agronomy (10)
Animal production & animal husbandry (3)
Environmental sciences & ecology (1)
Food science (1)
Life sciences: Multidisciplinary, general & others (1)

Publications (total 14)

The most downloaded
125 downloads
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 https://hdl.handle.net/2268/258301

The most cited

8 citations (Scopus®)

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 https://hdl.handle.net/2268/258301

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.

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
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

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. (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.
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.

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

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

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.

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