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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  • Okyere, Frank Gyan; Cudjoe, Daniel Kingsley; Virlet, Nicolas; Castle, March; Riche, Andrew Bernard; Greche, Latifa; Simms, Daniel M.; Mhada, Manal; Mohareb, Fady; Hawkesford, Malcolm (2024)
    Hyperspectral Imaging for Phenotyping Plant Drought Stress Using Univariate and Multivariate Modelling Techniques
    - () , DOI: 10.20944/preprints202407.1362.v1

  • Singh, Biswabiplab; Elangovan, Allimuthu; Kumar, Sudhir; Arya, Sunny; Raju, Dhandapani; Harikrishna; Dalal, Monika; Sahoo, Rabi Narayan; Chinnusamy, Viswanathan (2024)
    Non-destructive chlorophyll prediction by machine learning techniques using RGB-based vegetation indices in wheat
    Plant Physiology Reports - 29(4) 836–847, DOI: 10.1007/s40502-024-00825-0

  • Koh, Joshua C. O.; Banerjee, Bikram P.; Spangenberg, German; Kant, Surya (2022)
    Automated hyperspectral vegetation index derivation using a hyperparameter optimisation framework for high-throughput plant phenotyping
    New Phytol (New Phytologist) - 233(6) 2659–2670, DOI: 10.1111/nph.17947