selected publications
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article
- The Global Wheat Full Semantic Organ Segmentation (GWFSS) dataset. Plant phenomics (Washington, D.C.). 2025
- Leveraging edge artificial intelligence for sustainable agriculture. Nature sustainability. 2024
- Use Self-Training Random Forest for Predicting Winter Wheat Yield. Remote Sensing. 2024
- Assessment of kernel presence in winter wheat ears at spikelet scale using near-infrared hyperspectral imaging. Journal of Cereal Science. 2022
- Development of Artificial Neural Networks to Predict the Effect of Tractor Speed on Soil Compaction Using Penetrologger Test Results. Processes. 2022
- Improving Wheat Yield Prediction Accuracy Using LSTM-RF Framework Based on UAV Thermal Infrared and Multispectral Imagery. Agriculture. 2022
- In-Field Wheat Reflectance: How to Reach the Organ Scale?. Sensors. 2022
- Wheat Ear Segmentation Based on a Multisensor System and Superpixel Classification. Plant phenomics (Washington, D.C.). 2022
- A First Insight on the Interaction between Desiccation Cracking and Water Transfer in a Luvisol of Belgium. Soil Systems. 2021
- Global Wheat Head Detection 2021: An Improved Dataset for Benchmarking Wheat Head Detection Methods. Plant phenomics (Washington, D.C.). 2021
- Registration and Fusion of Close-Range Multimodal Wheat Images in Field Conditions. Remote Sensing. 2021
- In-field proximal sensing of septoria tritici blotch, stripe rust and brown rust in winter wheat by means of reflectance and textural features from multispectral imagery. Biosystems Engineering. 197:257-269. 2020
- Wheat Diseases Classification and Localization Using Convolutional Neural Networks and GradCAM Visualization 2020
- Imaging Wheat Canopy Through Stereo Vision: Overcoming the Challenges of the Laboratory to Field Transition for Morphological Features Extraction.. Frontiers in Plant Science. 11:96. 2020
- Added value of plant height and multi-temporal modelling to improve the estimation of wheat above-ground traits based on proxy-sensing RGB cameras 2020
- Characterisation of fungal diseases on winter wheat crop using proximal and remote multispectral imaging. The 12th European Conference on Precision Agriculture. 2019
- Estimation of ear density in winter wheat crop by stereoscopic imaging for crop yield prediction 2019
- Assessing the Performance of the WOFOST Model in Simulating Jujube Fruit Tree Growth under Different Irrigation Regimes. Sustainability. 2019
- Assimilation of Remotely-Sensed LAI into WOFOST Model with the SUBPLEX Algorithm for Improving the Field-Scale Jujube Yield Forecasts. Remote Sensing. 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. 2019
- Evaluation of leaf area index of winter wheat canopy by means of ground-based stereoscopic vision 2017
- Upscaling winter wheat above-ground biomass measurements using multispectral imagery and 3D data from unmanned aerial vehicle 2017
- Estimation of leaf nitrogen concentration on winter wheat by multispectral imaging. Proceedings of SPIE - The International Society for Optical Engineering. 10213. 2017
- Detection of nitrogen stress on winter wheat by multispectral machine vision 2016
- Quantification of nitrogen stress on winter wheat by multispectral vision based on reflectance measurements and textural descriptors 2016
- Selection of wavelengths for the quantification of nitrogen concentration in winter wheat by multispectral vision 2016
- A review on the use of sensors to monitor cattle jaw movements and behavior when grazing,Synthèse sur l’utilisation de capteurs pour le suivi des mouvements de mâchoire et du comportement de bovins au pâturage. Biotechnology, Agronomy and Society and Environment. 2016
- Dynamics of a thin radial liquid flow. Fire Safety Journal. 2016
- Effect of wheel traffic on the physical properties of a Luvisol. Geoderma. 2016
- Pore-size distribution of a compacted silty soil after compaction, saturation, and loading. Canadian Geotechnical Journal. 2016
- DROPLET SIZE DISTRIBUTION MEASUREMENTS OF ISO NOZZLES BY SHADOWGRAPHY METHOD. Communications in agricultural and applied biological sciences. 2015
- Localisation analysis in masonry using transformation field analysis. Engineering Fracture Mechanics. 2013
- Bending effect on the risk for delamination at the reinforcement/matrix interface of 3D woven fabric composite using a shell-like RVE. Composite Structures. 2012
- Energy consistency in homogenisation-based upscaling scheme for localisation in masonry shells. International Journal of Fracture. 2012
- A coupled two-scale computational scheme for the failure of periodic quasi-brittle thin planar shells and its application to masonry. International Journal for Numerical Methods in Engineering. 2011
- Multi-scale modelling of heterogeneous shell structures. Computer Assisted Mechanics and Engineering Sciences. 2011
- Assessment of periodic homogenization-based multiscale computational schemes for quasi-brittle structural failure. International Journal for Multiscale Computational Engineering. 2009
- Multi-scale detection of failure in planar masonry thin shells using computational homogenisation. Engineering Fracture Mechanics. 2009
- Flexural response of heterogeneous structures using computational homogenisation. Civil-Comp Proceedings. 2006
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abstract
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document
- Assessing Soil Crack Dynamics and Water Evaporation during Dryings of Agricultural Soil from Reduced Tillage and Conventional Tillage Fields 2020
- Comparison of soil porosity structure under conventional and reduced tillage. American Society of Agricultural and Biological Engineers Annual International Meeting 2015. 2015
- Effective segmentation of green vegetation for resource-constrained real-time applications. Precision Agriculture 2015 - Papers Presented at the 10th European Conference on Precision Agriculture, ECPA 2015. 2015
- Characterisation of structural properties of soil using ultrasonic waves. American Society of Agricultural and Biological Engineers Annual International Meeting 2014, ASABE 2014. 2014
- Numerical modelling of mirror nozzle flow. American Society of Agricultural and Biological Engineers Annual International Meeting 2014, ASABE 2014. 2014
- Soil compaction resulting from different soil tillage systems. American Society of Agricultural and Biological Engineers Annual International Meeting 2014, ASABE 2014. 2014
- A multi-scale computational scheme for anisotropic hydro-mechanical couplings in saturated heterogeneous porous media. Proceedings of the 8th International Conference on Fracture Mechanics of Concrete and Concrete Structures, FraMCoS 2013. 2013
- Accurate modelling of strain discontinuities in beams using an XFEM approach. Adaptive Modeling and Simulation 2013 - Proceedings of the 6th International Conference on Adaptive Modeling and Simulation, ADMOS 2013. 2013
- A coupled two-scale computational approach for masonry out-of-plane failure. 12th International Conference on Fracture 2009, ICF-12. 2009
- Assessment of periodic homogenisation-based multi-scale computational schemes for quasi-brittle structural failure. Computational Plasticity X - Fundamentals and Applications. 2009
- A coupled two-scale computational approach for masonry plates at failure. Computational Plasticity - Fundamentals and Applications, COMPLAS IX. 2007