ELIA
Croix du Sud 2/L7.05.11
1348 Louvain-la-Neuve
Guillaume Lobet
Professeur
- Make supporting research data freely available whenever possible, to support future use in meta-analyses, reviews, and revisitations of our work.
- Respect privacy and confidentiality in cases where data or research products contain sensitive information. Do no harm.
- Produce and share reproducible, re-usable data manipulation and analysis code, so people can understand our assumptions and workflows, and so future scientists can learn from our efforts without duplicating them.
- Publish final manuscripts AND intermediate research products in the most accessible formats available to us.
- As much as possible, give priority to non-profit, community-lead, gold or green open-access journals (in that order). Publish results as preprints as often as possible.
- Seek out expertise from conventional and unconventional stakeholders in our work. Invite comment and participation. Welcome feedback.
- Acknowledge contributions to our work, and cite the ideas of others. Don’t pretend we work in a vacuum.
- Act as ambassadors of open science, and science in general, to the broader scientific community and the world. Help people see what we do, but respect the constraints others must work under.
Values
First and foremost, we are an open science lab. There are several major facets to this, but the core is: the way this lab operates is grounded in my personal belief that participation in science is a public act, and done in the public good. Science allows us to be part of something bigger, and to foster a healthy, collaborative and truly inclusive scientific enterprise, it’s essential that we give back at least as much as we take from the community. We could get down into the weeds about specific tools and techniques that we use in our open science infrastructure here, but those tools are used to support these values, they themselves are not the values.
We also believe the outputs and production of public science should not be used to enrich a few for profit private companies. We believe non-profit and society-lead journals and platforms have a higher value for the scientific community and the public.
Therefore, what we commit to do, as open scientists, is:
I am currently an Assistant Professor between the UCLouvain and the Forschungszentrum Juelich.
I recently move from Twitter to BlueSky.
- Diploma
Year Label Educational Organization 2008 Bio-ingénieur Université catholique de Louvain 2008 (missing information) Université catholique de Louvain
Introduction to plant biology [LBIR1151]
Lecture about plant organography, morphology and anatomy, given to first year bachelor student of the Faculty of bioscience engineering at UCLouvain. With this lecture, we try to include new teaching techniques, such as student peer-assesement, virtual microscope, conceptual maps or large scale treasure hunt of biological structures. Since 2021, the content of the lecture was recorded as short video clips (in french), available on Vimeo and Youtube
Integrative biology [LBIR1353]
The integrative biology lecture focuses on mecanismes used by the plant to cope with changing (and challenging) environments. One specificity of the lecture is that it heavily rely on the use of functional-structural plant models.
Systems biology modelling [LBRAI2219]
Lecture on biological systems modelling. Not a classical lecture, but project-driven. Students are asked to learn about plant models and use them to answer a research question. In 2017, the course lead to a blog post on Botany One.
BotAlgorithme
BotAlgorithme is a teaching project that aims a gathering plant models that can be used to teach plant biology. Listed models should be usable online and based on sound biology. We use the different models in the classroom, to add quantitative twist to our plant biology classes.
- Courses
Name ID Organismal biology LBIR1151 Integrative Plant Biology LBIR1353 Plant production LBIRA2108 Agrarian systems and farm LBIRA2109 Disciplinary project in Agronomy LBIRA2130 Environmental Impact Assessment : project and introduction to database management LBIRE2130 Crop science LBRAI2106 Systems Biology Modelling LBRAI2219
I try to understand how plant can better cope with changes in water availability during their growth cycle. To do so, I look at roots, their structure and their organisation . In a wider context, I want to help create sustainable agrosystems that are resilient to drought event and lack of water.
Plants’ complexity calls for integrative research strategies such as combining innovative plant phenotyping pipelines with powerful data analysis and modeling tools. Combining computational tools with the latest biological knowledge opens new horizons for plant research.
I believe in Open Science, the importance of science communication and good bread.
My main projects are listed below
DROOGHT, Improving cereal yield predictions under drought. Root diameter as a predictor of plant water uptake across scales
As droughts are becoming more frequent and severe, there is a call for adaptation strategies that enhance the crop’s resilience to these climate conditions. One pathway to do so is to select crops whose root system optimize the soil water uptake. However, the identification of adequate ideotypes is compromised by the limited understanding of the structural drivers controlling the water uptake from the root to crop scales. This knowledge gap is attributable to the multiscale and nonlinear nature of the soil-plant interactions. DROOGHT aims to address these gaps by identifying the dominant drivers of the complex below-ground processes in cereal crops.
DROOGHT is financed by the European Research Concil under the Consolidator Grant scheme.
DETECT, Regional Climate Change. Disentangling the Role of Land Use and Water Management
While several continental regions on Earth are getting wetter, others are drying out not only in terms of precipitation but also measured by the increase or decrease in surface water, water stored in the soils, the plant root zone, and in groundwater. Observations, however, do not support a simple dry-gets-dryer and wet-gets-wetter logic and existing climate models fail to explain observed patterns of hydrological change sufficiently. This CRC aims to close this gap in understanding. To better comprehend the origin of these patterns, it is necessary to build a modelling framework that explains past observations as realistically as possible, accounts for potential drivers of change that may have been understudied in the past, and can predict future changes.
CROP, Combining ROot contrasted Phenotypes for more resilient agro ecosystem
The CROP project aims at estimating the beneficial impact of combining contrasted root phenotypes within a single field. We will evaluate the benefit of the combination of water, carbon and nitrogen flow, microbial communities, and yield. To achieve this goal, we will use a set of complementary experimental and modelling tools.
PHENOROB. Robotics and Phenotyping for Sustainable Crop Production
Food, feed, fiber, and fuel: Crop farming plays an essential role for the future of humanity and our planet. The environmental footprint of agriculture needs to be reduced: less input of chemicals like herbicides and fertilizer and other limited resources like water or energy. Simultaneously, the decline in arable land and climate change pose additional constraints like drought, heat, and other extreme weather events. Achieving sustainable crop production with limited resources is a task of immense proportions. In order to achieve this, the University of Bonn together with Forschungszentrum Jülich conducts research in the Cluster of Excellence “PhenoRob – Robotics and Phenotyping for Sustainable Crop Production” to develop methods and new technologies that observe, analyze, better understand and specifically treat plants. Our research focuses on improving the fundamental understanding of all relevant parameters like plant growth, soil, biodiversity, or atmosphere. PhenoRob, the only Cluster of Excellence in agriculture in Germany, aims at addressing these issues: Change crop production by optimizing breeding and farming management using new technologies.
Baca Cabrera, Juan C. ; Vanderborght, Jan ; Couvreur, Valentin ; Behrend, Dominik ; Gaiser, Thomas ; Nguyen, Thuy Huu ; Lobet, Guillaume. Root hydraulic properties: An exploration of their variability across scales. In: Plant Direct, Vol. 8, no.4, p. 1-10 (2024). doi:10.1002/pld3.582 (Soumis).
Yu, Peng ; Li, Chunhui ; Li, Meng ; He, Xiaoming ; Wang, Danning ; Li, Hongjie ; Marcon, Caroline ; Li, Yu ; Perez-Limón, Sergio ; Chen, Xinping ; Delgado-Baquerizo, Manuel ; Koller, Robert ; Metzner, Ralf ; van Dusschoten, Dagmar ; Pflugfelder, Daniel ; Borisjuk, Ljudmilla ; Plutenko, Iaroslav ; Mahon, Audrey ; Resende, Marcio F. R. ; Salvi, Silvio ; Akale, Asegidew ; Abdalla, Mohanned ; Ahmed, Mutez Ali ; Bauer, Felix Maximilian ; Schnepf, Andrea ; Lobet, Guillaume ; Heymans, Adrien ; Suresh, Kiran ; Schreiber, Lukas ; McLaughlin, Chloee M. ; Li, Chunjian ; Mayer, Manfred ; Schön, Chris-Carolin ; Bernau, Vivian ; von Wirén, Nicolaus ; Sawers, Ruairidh J. H. ; Wang, Tianyu ; Hochholdinger, Frank. Seedling root system adaptation to water availability during maize domestication and global expansion. In: Nature Genetics, Vol. 56, no.1, p. 1245–1256 (2024). doi:10.1038/s41588-024-01761-3 (Soumis).
Giraud, Mona ; Gall, Samuel Le ; Harings, Moritz ; Javaux, Mathieu ; Leitner, Daniel ; Meunier, Félicien ; Rothfuss, Youri ; van Dusschoten, Dagmar ; Vanderborght, Jan ; Vereecken, Harry ; Lobet, Guillaume ; Schnepf, Andrea ; Amy, Marshall-Colon. CPlantBox: a fully coupled modelling platform for the water and carbon fluxes in the soil–plant–atmosphere continuum. In: in silico Plants, Vol. 5, no.2, p. 36 (2023). doi:10.1093/insilicoplants/diad009.
Schnepf, Andrea ; Black, Christopher K ; Couvreur, Valentin ; Delory, Benjamin M ; Doussan, Claude ; Heymans, Adrien ; Javaux, Mathieu ; Khare, Deepanshu ; Koch, Axelle ; Koch, Timo ; Kuppe, Christian W ; Landl, Magdalena ; Leitner, Daniel ; Lobet, Guillaume ; Meunier, Félicien ; Postma, Johannes A ; Schäfer, Ernst D ; Selzner, Tobias ; Vanderborght, Jan ; Vereecken, Harry. Collaborative benchmarking of functional-structural root architecture models: Quantitative comparison of simulated root water uptake. In: in Silico Plants, (2023). doi:10.1093/insilicoplants/diad005.
Ligot, Noa ; Bogaert, Patrick ; Biass, Sébastien ; Lobet, Guillaume ; Delmelle, Pierre. Grain size modulates volcanic ash retention on crop foliage and potential yield loss. In: Natural Hazards and Earth System Sciences, Vol. 23, no.4, p. 1355-1369 (2023). doi:10.5194/nhess-23-1355-2023.
Zhou, Xiao-Ran ; Schnepf, Andrea ; Vanderborght, Jan ; Leitner, Daniel ; Vereecken, Harry ; Lobet, Guillaume ; Zhu, Xin-Guang. Phloem anatomy restricts root system architecture development: theoretical clues from <i>in silico</i> experiments. In: in silico Plants, Vol. 5, no.2, p. 12 (2023). doi:10.1093/insilicoplants/diad012.
Saint Cast, Clément ; Lobet, Guillaume ; Cabrera-Bosquet, Llorenç ; Couvreur, Valentin ; Pradal, Christophe ; Tardieu, François ; Draye, Xavier. Connecting plant phenotyping and modelling communities: lessons from science mapping and operational perspectives. In: in silico Plants, Vol. 4, no.1, p. 13 (2022). doi:10.1093/insilicoplants/diac005.
Bauer, Felix Maximilian ; Lärm, Lena ; Morandage, Shehan ; Lobet, Guillaume ; Vanderborght, Jan ; Vereecken, Harry ; Schnepf, Andrea. Development and Validation of a Deep Learning Based Automated Minirhizotron Image Analysis Pipeline. In: Plant Phenomics, Vol. 2022, no.-, p. 1-14 (2022). doi:10.34133/2022/9758532.
Deja-Muylle, Agnieszka ; Opdenacker, Davy ; Parizot, Boris ; Motte, Hans ; Lobet, Guillaume ; Storme, Veronique ; Clauw, Pieter ; Njo, Maria ; Beeckman, Tom. Genetic Variability of Arabidopsis thaliana Mature Root System Architecture and Genome-Wide Association Study. In: Frontiers in Plant Science, Vol. 12, no.-, p. - (2022). doi:10.3389/fpls.2021.814110.
LaRue, Therese ; Lindner, Heike ; Srinivas, Ankit ; Exposito-Alonso, Moises ; Lobet, Guillaume ; Dinneny, José R. Uncovering natural variation in root system architecture and growth dynamics using a robotics-assisted phenomics platform. In: eLife, Vol. 11, no.e76968, p. 1-10 (2022). doi:10.7554/elife.76968.
Heymans, Adrien ; Couvreur, Valentin ; Lobet, Guillaume. Combining cross-section images and modeling tools to create high-resolution root system hydraulic atlases in Zea mays. In: Combining cross-section images and modeling tools to create high-resolution root system hydraulic atlases in Zea mays, Vol. 5, no. 7 (e00290) (2021). doi:10.1002/pld3.334.
Couvreur, Valentin ; Heymans, Adrien ; Lobet, Guillaume ; Draye, Xavier. Evidence for a multicellular symplasmic water pumping mechanism across vascular plant roots. In: BioRxiv, (2021). doi:10.1101/2021.04.19.439789.
Barczi, Jean-François ; Beroueg, Amira ; Buck-Sorlin, Gerhard ; Couvreur, Valentin ; Danjon, Frédéric ; Delory, Benjamin M. ; Doussan, Claude ; De Swaef, Tom ; Draye, Xavier ; Drouet, Jean-Louis ; Dupuy, Lionel ; Garre, Sarah ; Gérard, Frédéric ; Heymans, Adrien ; Hinsinger, Philippe ; Javaux, Mathieu ; Koch, Axelle ; Landl, Magdalena ; Lecompte, François ; Leitner, Daniel ; Lobet, Guillaume ; Lynch, Jonathan ; Martre, Pierre ; Meredieu, Céline ; Meunier, Felicien ; Mollier, Alain ; Muller, Bertrand ; Nguyen, Christophe ; Picon-Cochard, Catherine ; Postma, Johannes A. ; Pradal, Christophe ; Rees, Frédéric ; Richard-Molard, Céline ; Roose, Tiina ; Saint Cast, Clément ; Schnepf, Andrea ; Thaler, Philippe ; Vanderborght, Jan ; Wu, Lianhai ; Zhou, Xiaoran. Loïc Pagès, founding scientist in root ecology and modelling. In: in silico Plants, Vol. 3, no.2 (2021). doi:10.1093/insilicoplants/diab035.
Rees, Jean-François ; Guisset, Manuela ; Lobet, Guillaume. Évaluations par Cartes Conceptuelles à trous et apprentissage par les pairs. In: Les Annales De QPES, Vol. 1, no.3, p. 1 (2021). doi:10.14428/qpes.v1i3.62073.
Schnepf, Andrea ; Black, Christopher K. ; Couvreur, Valentin ; Delory, Benjamin M. ; Doussan, Claude ; Koch, Axelle ; Koch, Timo ; Javaux, Mathieu ; Landl, Magdalena ; Leitner, Daniel ; Lobet, Guillaume ; Mai, Trung Hieu ; Meunier, Félicien ; Petrich, Lukas ; Postma, Johannes A. ; Priesack, Eckart ; Schmidt, Volker ; Vanderborght, Jan ; Vereecken, Harry ; Weber, Matthias. Call for Participation: Collaborative Benchmarking of Functional-Structural Root Architecture Models. The Case of Root Water Uptake. In: Frontiers in Plant Science, Vol. 11, p. Article 316 (2020). doi:10.3389/fpls.2020.00316.
Lobet, Guillaume ; Descamps, Charlotte ; Leveau, Lola ; Guillet, Alain ; Rees, Jean-François. QuoVidi: An open‐source web application for the organization of large‐scale biological treasure hunts. In: Ecology and Evolution, Vol. 11, no. 8, p. 3516-3526 (2020). doi:10.1002/ece3.7130.
Jonard, François ; De Canniere, Simon ; Brüggemann, Nicolas ; Gentine, Pierre ; Short Gianotti, Daniel J. ; Lobet, Guillaume ; Miralles, Diego G. ; Montzka, Carsten ; Pagán, Brianne R. ; Rascher, Uwe ; Vereecken, H.. Value of sun-induced chlorophyll fluorescence for quantifying hydrological states and fluxes: Current status and challenges. In: Agricultural and Forest Meteorology, Vol. 291, p. 108088 (2020). doi:10.1016/j.agrformet.2020.108088.
Rose, Laura ; Lobet, Guillaume. Accuracy of image analysis tools for functional root traits: A comment on Delory et al. (2017). In: Methods in Ecology and Evolution, Vol. 10, no.5, p. 702-711 (2019). doi:10.1111/2041-210x.13156.
Heymans, Adrien ; Couvreur, Valentin ; LaRue, Therese ; Paez-Garcia, Ana ; Lobet, Guillaume. GRANAR, a computational tool to better understand the functional importance of monocotyledon root anatomy. In: Plant Physiology, Vol. 1, no.1, pp.00617.2019 (2019). doi:10.1104/pp.19.00617.
Muller, Bertrand ; Guédon, Yann ; Passot, Sixtine ; Lobet, Guillaume ; Nacry, Philippe ; Pagès, Loïc ; Wissuwa, Matthias ; Draye, Xavier. Lateral Roots: Random Diversity in Adversity. In: Trends in Plant Science, Vol. 24, no. 9, p. 810-825 (2019). doi:10.1016/j.tplants.2019.05.011.
Meunier, Félicien ; Heymans, Adrien ; Draye, Xavier ; Couvreur, Valentin ; Javaux, Mathieu ; Lobet, Guillaume. MARSHAL, a novel tool for virtual phenotyping of maize root system hydraulic architectures. In: in silico Plants, Vol. 1, no.1, p. 1 (2019). doi:10.1093/insilicoplants/diz012.
Passot, Sixtine ; Moreno-Ortega, Beatriz ; Moukouanga,Daniel ; Balsera, Crispulo ; Guyomarc'h, Soazig ; Lucas, Mikael ; Lobet, Guillaume ; Laplaze, Laurent ; Muller, Bertrand ; Guédon, Yann. A new phenotyping pipeline reveals three types of lateral roots and a random branching pattern in two cereals. In: Plant Physiology, p. 1-48 (2018). doi:10.1104/pp.17.01648.
Schnepf, Andrea ; Leitner, Daniel ; Landl, Magdalena ; Lobet, Guillaume ; Mai, Trung Hieu ; Morandage, Shehan ; Sheng, Cheng ; Zörner, Mirjam ; Vanderborght, Jan ; Vereecken, Harry. CRootBox: a structural–functional modelling framework for root systems. In: Annals of Botany, Vol. mcx221, no.1, p. 1-12 (2018). doi:10.1093/aob/mcx221.
Passot, Sixtine ; Couvreur, Valentin ; Meunier, Félicien ; Draye, Xavier ; Javaux, Mathieu ; Leitner, Danier ; Pagès, Loïc ; Schnepf, Andrea ; Vanderborgth, Jan ; Lobet, Guillaume. Connecting the dots between computational tools to analyse soil-root water relations. In: biorXiv, Vol. 1, no. 1, p. 1 (2018). doi:10.1101/312918.
Passot, Sixtine ; Couvreur, Valentin ; Meunier, Félicien ; Draye, Xavier ; Javaux, Mathieu ; Leitner, Daniel ; Pagès, Loïc ; Schnepf, Andrea ; Vanderborght, Jan ; Lobet, Guillaume. Connecting the dots between computational tools to analyse soil-root water relations. In: Journal of Experimental Botany, Vol. 1, no.1, p. 1 (2018). doi:10.1093/jxb/ery361.
Shahzad, Zaigham ; Kellermeier, Fabian ; Armstrong, Emily M. ; Rogers, Simon ; Lobet, Guillaume ; Amtmann, Anna ; Hills, Adrian. EZ-Root-VIS: A Software Pipeline for the Rapid Analysis and Visual Reconstruction of Root System Architecture. In: Plant Physiology, Vol. 1, no.1, pp.00217.2018 (2018). doi:10.1104/pp.18.00217.
Couvreur, Valentin ; Faget, Marc ; Lobet, Guillaume ; Javaux, Mathieu ; Chaumont, François ; Draye, Xavier. Going with the Flow: Multiscale Insights into the Composite Nature of Water Transport in Roots. In: Plant Physiology, Vol. 178, no. 4, p. 1689-1703 (2018). doi:10.1104/pp.18.01006.
Hiel, Marie-Pierre ; Barbieux, Sophie ; Pierreux, Jérôme ; Olivier, Claire ; Lobet, Guillaume ; Roisin, Christian ; Garré, Sarah ; Colinet, Gilles ; Bodson, Bernard ; Dumont, Benjamin. Impact of crop residue management on crop production and soil chemistry after seven years of crop rotation in temperate climate, loamy soils. In: PeerJ, Vol. 6, no.1, p. e4836 (2018). doi:10.7717/peerj.4836.
Landl, Magdalena ; Schnepf, Andrea ; Vanderborght, Jan ; Bengough, A. Glyn ; Bauke, Sara L. ; Lobet, Guillaume ; Bol, Roland ; Vereecken, Harry. Measuring root system traits of wheat in 2D images to parameterize 3D root architecture models. In: Plant and Soil, Vol. 1, no.1, p. 1-21 (2018). doi:10.1007/s11104-018-3595-8.
Delory, Benjamin M. ; Li, Mao ; Topp, Christopher N. ; Lobet, Guillaume. archiDART v3.0: A new data analysis pipeline allowing the topological analysis of plant root systems. In: F1000Research, Vol. 7, no. 1, p. 22 (2018). doi:10.12688/f1000research.13541.1.
Mohamed, Awaz ; Monnier, Yogan ; Mao, Zhun ; Lobet, Guillaume ; Maeght, Jean-Luc ; Ramel, Merlin ; Stokes, Alexia. An evaluation of inexpensive methods for root image acquisition when using rhizotrons. In: Plant Methods, Vol. 13, no.1, p. 1-13 (2017). doi:10.1186/s13007-017-0160-z.
Lobet, Guillaume ; Atkinson, Jonathan ; Noll, Manuel ; Meyer, Patrick ; Griffiths, Markus ; Wells, Darren. Combining semi-automated image analysis techniques with machine learning algorithms to accelerate large scale genetic studies. In: GigaScience, Vol. 1, no. 1, p. 1 (2017). doi:10.1101/152702.
Lobet, Guillaume. Image Analysis in Plant Sciences: Publish Then Perish. In: Trends in Plant Science, Vol. 23, no.1, p. 1-8 (2017). doi:10.1016/j.tplants.2017.05.002.
Couvreur, Valentin ; Faget, Marc ; Lobet, Guillaume ; Chaumont, François ; Javaux, Mathieu ; Draye, Xavier. Novel multiscale insights into the composite nature of water transport in roots. In: biorxiv, Vol. 1, no. 1, p. 1 (2017). doi:10.1101/147314.
York, Larry ; Lobet, Guillaume. Phenomics of root system architecture: Measuring and analyzing root phenes. In: Plant Cell, (2017). doi:10.1105/tpc.117.tt0917.
Lobet, Guillaume ; Koevoets, Iko T. ; Noll, Manuel ; Meyer, Patrick E. ; Tocquin, Pierre ; Pagès, Loïc ; Périlleux, Claire. Using a Structural Root System Model to Evaluate and Improve the Accuracy of Root Image Analysis Pipelines. In: Frontiers in Plant Science, Vol. 8, no.0, p. 447 (2017). doi:10.3389/fpls.2017.00447.
Rellán-Álvarez, Ruben ; Lobet, Guillaume ; Dinneny, José R.. Environmental Control of Root System Biology. In: Annual Review of Plant Biology, Vol. 67, no.0, p. 619-642 (2016). doi:10.1146/annurev-arplant-043015-111848.
Bouché, Frédéric ; Lobet, Guillaume ; Tocquin, Pierre ; Périlleux, Claire. FLOR-ID: An interactive database of flowering-time gene networks in Arabidopsis thaliana. In: Nucleic Acids Research, Vol. 44, no.D1, p. D1167-D1171 (2016). doi:10.1093/nar/gkv1054.
Bouché, F. ; D'Aloia, M. ; Tocquin, P. ; Lobet, Guillaume ; Detry, N. ; Périlleux, C.. Integrating roots into a whole plant network of flowering time genes in Arabidopsis thaliana. In: Scientific Reports, Vol. 6, no.29042, p. 1-12 (2016). doi:10.1038/srep29042.
Mathieu, Laura ; Lobet, Guillaume ; Tocquin, Pierre ; Périlleux, Claire. "Rhizoponics": a novel hydroponic rhizotron for root system analyses on mature Arabidopsis thaliana plants.. In: Plant Methods, Vol. 11, no.1, p. 3 (2015). doi:10.1186/s13007-015-0046-x.
Rellán-Álvarez, Rubén ; Lobet, Guillaume ; Lindner, Heike ; Pradier, Pierre-Luc ; Sebastian, Jose ; Yee, Muh-Ching ; Geng, Yu ; Trontin, Charlotte ; LaRue, Therese ; Schrager-Lavelle, Amanda ; Haney, Cara H ; Nieu, Rita ; Maloof, Julin ; Vogel, John P ; Dinneny, José R. GLO-Roots: an imaging platform enabling multidimensional characterization of soil-grown root systems.. In: eLife, Vol. 4, no.1, p. 1 (2015). doi:10.7554/eLife.07597.
Lobet, Guillaume ; Pound, Mickael P. ; Diener, Julien ; Pradal, Christophe ; Godin, Christophe ; Draye, Xavier ; Javaux, Mathieu ; Leitner, Daniel ; Meunier, Félicien ; Nacry, Philippe ; Pridmore, Tony P. ; Schnepf, Andrea. Root System Markup Language: toward a unified root architecture description language. In: Plant Physiology, , p. 25 p (2015). doi:10.1104/pp.114.253625.
Delory, Benjamin M. ; Baudson, Caroline ; Brostaux, Yves ; Lobet, Guillaume ; du Jardin, Patrick ; Pagès, Loïc ; Delaplace, Pierre. archiDART: an R package for the automated computation of plant root architectural traits. In: Plant and Soil : international journal on plant-soil relationships, Vol. 398, no.1-2, p. 351-365 (2015). doi:10.1007/s11104-015-2673-4.
Lambrechts, Thomas ; Lequeue, Gauthier ; Lobet, Guillaume ; Godin, Bruno ; Bielders, Charles ; Lutts, Stanley. Comparative analysis of Cd and Zn impacts on root distribution and morphology of Lolium perenne and Trifolium repens: implications for phytostabilization. In: Plant and Soil : international journal on plant-soil relationships, Vol. 376, no.1-2, p. 229-244 (24.11.2013). doi:10.1007/s11104-013-1975-7.
Périlleux, Claire ; Lobet, Guillaume ; Tocquin, Pierre. Inflorescence development in tomato: gene functions within a zigzag model.. In: Frontiers in Plant Science, Vol. 5, no.1, p. 121 (2014). doi:10.3389/fpls.2014.00121.
Lobet, Guillaume ; Couvreur, Valentin ; Meunier, Félicien ; Javaux, Mathieu ; Draye, Xavier. Plant Water Uptake in Drying Soils. In: Plant Physiology, Vol. 164, p. 1619-1627 (April 2014). doi:10.1104/pp.113.233486.