El Jarroudi, M., Kouadio, A. L., Delfosse, P., Bock, C. H., Mahlein, A.-K., Fettweis, X., Mercatoris, B., Adams, F., Lenné, J. M., & Hamdioui, S. (2024). Leveraging edge artificial intelligence for sustainable agriculture. Nature Sustainability. doi:10.1038/s41893-024-01352-4 |
Carlier, A., Dandrifosse, S., Dumont, B.* , & Mercatoris, B.*. (2023). To What Extent Does Yellow Rust Infestation Affect Remotely Sensed Nitrogen Status? Plant Phenomics. doi:10.34133/plantphenomics.0083 * These authors have contributed equally to this work. |
Carlier, A., Dandrifosse, S., Dumont, B., & Mercatoris, B. (2023). Comparing CNNs and PLSr for estimating wheat organs biophysical variables using proximal sensing. Frontiers in Plant Science, 14, 1204791. doi:10.3389/fpls.2023.1204791 |
El-Mejjaouy, Y., Belmrhar, L., Zeroual, Y., Dumont, B., Mercatoris, B., & Oukarroum, A. (2023). PCA-based detection of phosphorous deficiency in wheat plants using prompt fluorescence and 820 nm modulated reflection signals. PLoS ONE, 18 (5), 0286046. doi:10.1371/journal.pone.0286046 |
Dandrifosse, S.* , Ennadifi, E.* , Carlier, A., Gosselin, B., Dumont, B., & Mercatoris, B. (07 July 2022). Deep learning for wheat ear segmentation and ear density measurement: From heading to maturity. Computers and Electronics in Agriculture, 199, 107161. doi:10.1016/j.compag.2022.107161 ![]() * These authors have contributed equally to this work. |
Dandrifosse, S., Ennadifi Elias, Carlier, A., Gosselin Bernard, Dumont, B., & Mercatoris, B. (28 June 2022). Effect of the sun on the measurement of wheat ear density by deep learning [Paper presentation]. 15th International Conference on Precision Agriculture. |
Shen, Y., Mercatoris, B., Cao, Z., Kwan, P., Guo, L., Yao, H., & Cheng, Q. (June 2022). Improving Wheat Yield Prediction Accuracy Using LSTM‐RF Framework Based on UAV Thermal Infrared and Multispectral Imagery. Agriculture, 12 (6), 892. doi:10.3390/agriculture12060892 |
Vincke, D., Mercatoris, B., Eylenbosch, D., Baeten, V., & Vermeulen, P. (31 May 2022). Assessment of kernel presence in winter wheat ears using Near-Infrared Hyperspectral Imaging [Poster presentation]. Terra Innovation Days, Gembloux, Belgium. |
Dandrifosse, S., Carlier, A., Dumont, B., & Mercatoris, B. (27 April 2022). In-Field Wheat Reflectance: How to Reach the Organ Scale? Sensors, 22 (9), 3342. doi:10.3390/s22093342 |
Carlier, A., Dandrifosse, S., Dumont, B., & Mercatoris, B. (2022). Wheat Ear Segmentation Based on a Multisensor System and Superpixel Classification. Plant Phenomics. doi:10.34133/2022/9841985 |
Carlier, A., Dandrifosse, S., Dumont, B., & Mercatoris, B. (2022). Organ scale nitrogen map: a novel approach for leaf nitrogen concentration estimation [Paper presentation]. ICPA 2022. |
Dandrifosse, S., Carlier, A., Dumont, B., & Mercatoris, B. (2021). Registration and fusion of close-range multimodal wheat images in field conditions. Remote Sensing. doi:10.3390/rs13071380 |
David, E., Serouart, M., Smith, D., Madec, S., Velumani, K., Liu, S., Wang, X., Pinto, F., Shafiee, S., Tahir, I. S. A., Tsujimoto, H., Nasuda, S., Zheng, B., Kirchgessner, N., Aasen, H., Hund, A., Sadhegi-Tehran, P., Nagasawa, K., Ishikawa, G., ... Guo, W. (2021). Global Wheat Head Detection 2021: an improved dataset for benchmarking wheat head detection methods. Plant Phenomics, 2021. doi:10.34133/2021/9846158 |
Ralaizafisoloarivony, N. A., Degré, A., Léonard, A., Toye, D., Mercatoris, B., & Charlier, R. (2021). A First Insight on the Interaction between Desiccation Cracking and Water Transfer in a Luvisol of Belgium. Soil Systems, 5 (4), 64. doi:10.3390/soilsystems5040064 |
BAI, T.-C., WANG, T., ZHANG, N.-N., CHEN, Y.-Q., & Mercatoris, B. (March 2020). Growth simulation and yield prediction for perennial jujube fruit tree by integrating age into the WOFOST model. Journal of Integrative Agriculture, 19 (3), 721 - 734. doi:10.1016/S2095-3119(19)62753-X |
Vincke, D., Eylenbosch, D., Jacquemin, G., Baeten, V., Mercatoris, B., & Vermeulen, P. (2020). Estimation de l’intensité d’infection de fusariose sur épis de froment d’hiver par imagerie hyperspectrale proche infrarouge. In B. Bodson, M. De Proft, ... B. Watillon, Livre Blanc Céréales (pp. 31-34). |
Dandrifosse, S., Bouvry, A., Leemans, V., Dumont, B., & Mercatoris, B. (2020). Imaging Wheat Canopy Through Stereo Vision: Overcoming the Challenges of the Laboratory to Field Transition for Morphological Features Extraction. Frontiers in Plant Science. doi:10.3389/fpls.2020.00096 |
Ralaizafisoloarivony, N. A., Tran, D. K., Degré, A., Mercatoris, B., Léonard, A., Toye, D., & Charlier, R. (2020). Experimental and Numerical Investigation of the Drying of an Agricultural Soil. E3S Web of Conferences. doi:10.1051/e3sconf/202019501034 |
Ralaizafisoloarivony, N. A., Degré, A., Mercatoris, B., Léonard, A., Toye, D., & Charlier, R. (02 September 2019). Assessing soil crack dynamics during dryings from reduced tillage and conventional tillage fields [Poster presentation]. TERRAenVISION 2019, Barcelone, Spain. |
Dandrifosse, S., Bouvry, A., Leemans, V., Dumont, B., & Mercatoris, B. (10 July 2019). Cereal morphology through proximal stereovision [Paper presentation]. 12th European Conference on Precision Agriculture (ECPA2019). |
Tran, D. K., Ralaizafisoloarivony, N. A., Degré, A., Léonard, A., Mercatoris, B., Toye, D., & Charlier, R. (10 July 2019). DRYING BEHAVIOUR AND WATER TRANSPORT MECHANISMS DURING EVAPORATION OF AN AGRICULTURAL SOIL [Paper presentation]. EuroDrying'2019 - 7th European Drying Conference, Torino, Italy. |
Bouvry, A., Dandrifosse, S., Dumont, B., Leemans, V., & Mercatoris, B. (July 2019). Estimation of ear density in winter wheat crop by stereoscopic imaging for crop yield prediction [Poster presentation]. The 12th Europeane Conference on Precision Agriculture, Montpellier, France. |
Bai, T., Zhang, N., Mercatoris, B., & Chen, Y. (May 2019). Improving jujube fruit tree yield estimation at the field scale by assimilating a single Landsat remotely-sensed LAI into the WOFOST model. Remote Sensing, 11 (9), 1119. doi:10.3390/rs11091119 |
Tran, D. K., Ralaizafisoloarivony, N. A., Charlier, R., Mercatoris, B., Léonard, A., Toye, D., & Degré, A. (2019). Studying the effect of desiccation cracking on the evaporation process of a Luvisol – From a small-scale experimental and numerical approach. Soil and Tillage Research, 193, 142-152. doi:10.1016/j.still.2019.05.018 |
Naiken, A., & Mercatoris, B. (October 2018). Développement d’un système de vision multispectrale pour le phénotypage de culture [Poster presentation]. Journée de la Mesure et de la Métrologie (J2M), France. |
Tran, D. K., Ralaizafisoloarivony, N., Charlier, R., Mercatoris, B., Léonard, A., Toye, D., & Degré, A. (October 2018). Effect of desiccation cracking on the fluid transfer process in agricultural soil [Poster presentation]. Alert Geomaterials Workshop, Aussois, France. |
Tran, D. K., Ralaizafisoloarivony, N. A., Charlier, R., Mercatoris, B., Léonard, A., Toye, D., & Degré, A. (September 2018). Studying the effect of desiccation cracking on the hydraulic behavior of a Luvisol-From an experimental and numerical approach [Paper presentation]. 21st International Soil Tillage Research Organization (ISTRO), Paris, France. |
Bouvry, A., Dandrifosse, S., Glésener, M., Dumont, B., Leemans, V., & Mercatoris, B. (20 March 2018). Characterization of cereal crop growth dynamics by stereoscopic vision [Poster presentation]. COSTFA1306 Meeting - "Plant phenotyping for future climate challenges", Leuven, Belgium. |
Leemans, V., Glésener, M., Dumont, B., & Mercatoris, B. (22 November 2017). Evaluation of leaf area index of winter wheat canopy by means of ground-based stereoscopic vision [Poster presentation]. Plant Phenotyping Forum - integrating European plant phenotyping community, Tartu, Estonia. |
Michez, A., Bauwens, S., Heinesch, B., Manise, T., Glesener, M., Mercatoris, B., Dumont, B., & Lejeune, P. (20 October 2017). Upscaling winter wheat above-ground biomass measurements using multispectral imagery and 3D data from unmanned aerial vehicle [Poster presentation]. ICOS BELGIUM Science Conference 2017, Gembloux, Belgium. |
Favre, J., Beckers, Y., Bindelle, J., Dumont, B., Mercatoris, B., & Soyeurt, H. (2017). La terre ferme. 24h01, la revue belge de grands reportages. |
Leemans, V., Marlier, G., Destain, M.-F., Dumont, B., & Mercatoris, B. (2017). Estimation of leaf nitrogen concentration on winter wheat by multispectral imaging. In Hyperspectral Imaging Sensors: Innovative Applications and Sensor Standards 2017. doi:10.1117/12.2268398 |
Marlier, G., Gritten, F., Leemans, V., Dumont, B., Destain, M.-F., Bodson, B., Goffart, J.-P., & Mercatoris, B. (01 August 2016). Detection of nitrogen stress on winter wheat by multispectral machine vision [Paper presentation]. 13th International Conference On Precision Agriculture, St. Louis, United States. |
De Cock, N., Massinon, M., Ouled Taleb Salah, S., Mercatoris, B., Vetrano, M. R., & Lebeau, F. (July 2016). Dynamics of a thin radial liquid flow. Fire Safety Journal, 83, 1-6. doi:10.1016/j.firesaf.2016.04.005 |
Marlier, G., Gritten, F., Fraipont, G., Leemans, V., Dumont, B., Destain, M.-F., & Mercatoris, B. (27 June 2016). Quantification of nitrogen stress on winter wheat by multispectral vision based on reflectance measurements and textural descriptors [Paper presentation]. Exploiting novel sensors for detecting abiotic and biotic stress in crops, Sutton Bonington Campus, Leicestershire, United Kingdom. |
Andriamandroso, A.* , Bindelle, J.* , Mercatoris, B., & Lebeau, F. (June 2016). A review on the use of sensors to monitor cattle jaw movements and behavior when grazing. Biotechnologie, Agronomie, Société et Environnement, 20. * These authors have contributed equally to this work. |
Pochet, B., Colaux, C., & Mercatoris, B. (13 May 2016). Le programme expérimental multidisciplinaire à Gembloux, retour d'expérience [Paper presentation]. 9ème journée annuelle de l'ifres. De solitaire à solidaire, vivre la pédagogie universitaire en équipe, Liège, Belgium. |
Marlier, G., Leemans, V., Destain, M.-F., & Mercatoris, B. (18 April 2016). Selection of wavelengths for the quantification of nitrogen concentration in winter wheat by multispectral vision [Poster presentation]. 2nd Annual Meeting of COST Action PhenomenAll, Copenhagen, Denmark. |
Oualmakran, M., Mercatoris, B., & François, B. (2016). Pore-size distribution of a compacted silty soil after compaction, saturation, and loading. Canadian Geotechnical Journal, 53 (12), 1902 - 1909. doi:10.1139/cgj-2016-0184 |
Saur, M.-L., Destain, M.-F., Roisin, C., & Mercatoris, B. (2016). Impacts of wheel traffic on the physical properties of a Luvisol under reduced and conventional tillage [Poster presentation]. Day of the Young Soil Scientist, Bruxelles, Belgium. |
Krishna Moorthy Parvathi, S. M., Boigelot, B., & Mercatoris, B. (15 July 2015). Effective segmentation of green vegetation for resource-constrained real-time applications [Paper presentation]. 10th European Conference on Precision Agriculture, Beit-Dagan, Israel. |
Destain, M.-F., Roisin, C., Marmi, A., & Mercatoris, B. (July 2015). Comparison of soil porosity structure under conventional and reduced tillage [Paper presentation]. 2015 ASABE Annual International Meeting, New Orleans, United States. |
Luong, J., Mercatoris, B., & Destain, M.-F. (13 April 2015). Measurement of the open porosity of agricultural soils with acoustic waves [Poster presentation]. EGU, Vienne, Austria. |
Deraedt, D., Bernard, J., Biettlot, L., Clerbois, L., Rosiere, C., Starren, A., Colinet, G., Mercatoris, B., & Degré, A. (2015). Impact of stone content on soil moisture measurement with capacitive sensors 10HS (Decagon). Geophysical Research Abstracts, 17. |
De Cock, N., Massinon, M., Mercatoris, B., & Lebeau, F. (15 July 2014). Numerical modelling of mirror nozzle flow [Paper presentation]. Asabe meeting 2014, Montreal, Canada. |
Destain, M.-F., Roisin, C., & Mercatoris, B. (2014). Soil compaction resulting from different soil tillage systems. In ASABE - CSBE/ASABE Joint Meeting Presentation. |
Krishna Moorthy Parvathi, S. M., Detry, R., Boigelot, B., & Mercatoris, B. (05 March 2014). A vision-based autonomous inter-row weeder [Paper presentation]. ENVITAM PhD Student Day, Université catholique de Louvain, Louvain-la-Neuve, Belgium. |
Krishna Moorthy Parvathi, S. M., Mercatoris, B., & Boigelot, B. (07 February 2014). Robot weed killers - no pain more gain [Poster presentation]. 19th National Symposium on Applied Biological Sciences, Gembloux Agro-Bio Tech (Liège University), Faculty of Bioscience Engineering., Belgium. |
Luong, J., Mercatoris, B., & Destain, M.-F. (Other coll.). (2014). ULTRASONIC WAVES THROUGH AGRICULTURAL SOILS TO DETERMINE THEIR COMPACTION AND POROSITY LEVEL [Poster presentation]. Young Soil Scientist Day. |
Mercatoris, B., Sluys, L. J., & Massart, T. J. (2014). A two-scale computational framework for hydro-mechanical couplings in quasi-brittle heterogeneous porous media including transient and damaging effects [Paper presentation]. 11th World Congress on Computational Mechanics (WCCM XI). |
Mercatoris, B. (2010). Multi-scale modelling of shell failure for periodic quasi-brittle materials [Doctoral thesis, ULB - Université Libre de Bruxelles]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/160997 |