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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  • 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

  • Okyere, Frank Gyan; Cudjoe, Daniel; Sadeghi-Tehran, Pouria; Virlet, Nicolas; Riche, Andrew B.; Castle, March; Greche, Latifa; Simms, Daniel; Mhada, Manal; Mohareb, Fady; Hawkesford, Malcolm John (2023)
    Modeling the spatial-spectral characteristics of plants for nutrient status identification using hyperspectral data and deep learning methods
    Frontiers in Plant Science - 14() 1209500, DOI: 10.3389/fpls.2023.1209500

  • Okyere, Frank Gyan; Cudjoe, Daniel; Sadeghi-Tehran, Pouria; Virlet, Nicolas; Riche, Andrew B.; Castle, March; Greche, Latifa; Mohareb, Fady; Simms, Daniel; Mhada, Manal; Hawkesford, Malcolm John (2023)
    Machine Learning Methods for Automatic Segmentation of Images of Field- and Glasshouse-Based Plants for High-Throughput Phenotyping
    Plants (Basel, Switzerland) - 12(10) , DOI: 10.3390/plants12102035