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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  • Wild, Andreas J.; Steiner, Franziska A.; Kiene, Marvin; Tyborski, Nicolas; Tung, Shu-Yin; Koehler, Tina; Carminati, Andrea; Eder, Barbara; Groth, Jennifer; Vahl, Wouter K.; Wolfrum, Sebastian; Lueders, Tillmann; Laforsch, Christian; Mueller, Carsten W.; Vidal, Alix; Pausch, Johanna (2024)
    Unraveling root and rhizosphere traits in temperate maize landraces and modern cultivars: Implications for soil resource acquisition and drought adaptation
    Plant Cell Environ - 47(7) 2526–2541, DOI: 10.1111/pce.14898

  • Chanumolu, H. G. K.; Basavaraj, P. S.; Hegde, Vinay; Kumar, Mahesh; Kumar, Sudhir; Rane, J. (2024)
    WirPheno: an affordable medium throughput root phenotyping protocol for assessment of waterlogging induced roots in cowpea
    Plant Physiol. Rep. (Plant Physiology Reports) - 29(2) 193–206, DOI: 10.1007/s40502-024-00789-1

  • 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

  • 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

  • Humphreys, Mike W.; Doonan, John H.; Boyle, Roger; Rodriguez, Anyela C.; Marley, Christina L.; Williams, Kevin; Farrell, Markku S.; Brook, Jason; Gasior, Dagmara; Loka, Dimitra; Collins, Rosemary P.; Marshall, Athole H.; Allen, Debbie K.; Yadav, Rattan S.; Dungait, Jennifer A. J.; Murray, Phil; Harper, John A. (2018)
    Root imaging showing comparisons in root distribution and ontogeny in novel Festulolium populations and closely related perennial ryegrass varieties
    Food and energy security - 7(4) e00145, DOI: 10.1002/fes3.145

  • Jeudy, Christian; Adrian, Marielle; Baussard, Christophe; Bernard, Celine; Bernaud, Eric; Bourion, Virginie; Busset, Hughes; Cabrera-Bosquet, Llorenc; Cointault, Frederic; Han, Simeng; Lamboeuf, Mickael; Moreau, Delphine; Pivato, Barbara; Prudent, Marion; Trouvelot, Sophie; Truong, Hoai Nam; Vernoud, Vanessa; Voisin, Anne-Sophie; Wipf, Daniel; Salon, Christophe (2016)
    RhizoTubes as a new tool for high throughput imaging of plant root development and architecture: test, comparison with pot grown plants and validation
    Plant methods - 12() 31, DOI: 10.1186/s13007-016-0131-9

  • Shah, Jay K. (2014)
    Plant mitochondria under hypoxia: a cross-talk between nitric oxide, hemoglobin and oxygen
    - () , DOI: