Publications

Scientific papers on application cases for LemnaTec technologies

Applications of LemnaTec hard- and software in plant phenotyping, seedling assessments, ecotoxicology, and more are reported in hundreds of publications. Scientific papers describe application cases for imaging and image processing with many plant species, but also with non-plant organisms.

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  • Cardellicchio, A.; Solimani, F.; Dimauro, G.; Summerer, S.; Renò, V. (2024)
    Patch-based probabilistic identification of plant roots using convolutional neural networks
    Pattern Recognition Letters - 183() 125–132, DOI: 10.1016/j.patrec.2024.05.010

  • Zahn, Tanja; Zhu, Zihao; Ritoff, Niklas; Krapf, Jonathan; Junker, Astrid; Altmann, Thomas; Schmutzer, Thomas; Tüting, Christian; Kastritis, Panagiotis L.; Babben, Steve; Quint, Marcel; Pillen, Klaus; Maurer, Andreas (2023)
    Novel exotic alleles of EARLY FLOWERING 3 determine plant development in barley
    J. Exp. Bot. (Journal of Experimental Botany) - () , DOI: 10.1093/jxb/erad127

  • Zahn, Tanja; Zhu, Zihao; Ritoff, Niklas; Krapf, Jonathan; Junker, Astrid; Altmann, Thomas; Schmutzer, Thomas; Tüting, Christian; Kastritis, Panagiotis L.; Babben, Steve; Quint, Marcel; Pillen, Klaus; Maurer, Andreas (2022)
    Exotic alleles of EARLY FLOWERING 3 determine plant development and grain yield in barley
    - () , DOI: 10.1101/2022.07.15.500212

  • Renò, Vito; Nitti, Massimiliano; Dibari, Pierluigi; Summerer, Stephan; Petrozza, Angelo; Cellini, Francesco; Dimauro, Giovanni; Maglietta, Rosalia (2021)
    Automatic stitching and segmentation of roots images for the generation of labelled deep learning-ready data
    - () 27, DOI: 10.1117/12.2595062

  • Saade, Stephanie; Brien, Chris; Pailles, Yveline; Berger, Bettina; Shahid, Mohammad; Russell, Joanne; Waugh, Robbie; Negrão, Sónia; Tester, Mark (2020)
    Dissecting new genetic components of salinity tolerance in two-row spring barley at the vegetative and reproductive stages
    PLoS ONE - 15(7) e0236037, DOI: 10.1371/journal.pone.0236037

  • Lyra, Danilo H.; Virlet, Nicolas; Sadeghi-Tehran, Pouria; Hassall, Kirsty L.; Wingen, Luzie U.; Orford, Simon; Griffiths, Simon; Hawkesford, Malcolm J.; Slavov, Gancho T. (2020)
    Functional QTL mapping and genomic prediction of canopy height in wheat measured using a robotic field phenotyping platform
    Journal of Experimental Botany - () , DOI: 10.1093/jxb/erz545

  • Dhanagond, Sidram; Liu, Guozheng; Zhao, Yusheng; Chen, Dijun; Grieco, Michele; Reif, Jochen; Kilian, Benjamin; Graner, Andreas; Neumann, Kerstin (2019)
    Non-Invasive Phenotyping Reveals Genomic Regions Involved in Pre-Anthesis Drought Tolerance and Recovery in Spring Barley
    Frontiers in Plant Science - 10() 1307, DOI: 10.3389/fpls.2019.01307

  • Brugger, Anna; Behmann, Jan; Paulus, Stefan; Luigs, Hans-Georg; Kuska, Matheus Thomas; Schramowski, Patrick; Kersting, Kristian; Steiner, Ulrike; Mahlein, Anne-Katrin (2019)
    Extending Hyperspectral Imaging for Plant Phenotyping to the UV-Range
    Remote Sensing - 11(12) 1401, DOI: 10.3390/rs11121401

  • Ward, Ben; Brien, Chris; Oakey, Helena; Pearson, Allison; Negrão, Sónia; Schilling, Rhiannon K.; Taylor, Julian; Jarvis, David; Timmins, Andy; Roy, Stuart J.; Tester, Mark; Berger, Bettina; van den Hengel, Anton (2019)
    High-throughput 3D modelling to dissect the genetic control of leaf elongation in barley (Hordeum vulgare)
    The Plant journal : for cell and molecular biology - () , DOI: 10.1111/tpj.14225

  • Saade, Stephanie (2018)
    Identifying the genetic basis of new components of salinity tolerance in barley
    - () , DOI: 10.25781/KAUST-8X0M0