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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  • Luo, Wenting; Gonzalez, Emmanuel; Zarei, Ariyan; Calleja, Sebastian; Rozzi, Bruno; Demieville, Jeffrey; Li, Haiquan; Truco, Maria-Jose; Lavelle, Dean; Michelmore, Richard; Dyer, John M.; Jenks, Matthew A.; Pauli, Duke (2024)
    Leaf cuticular wax composition of a genetically diverse collection of lettuce (Lactuca sativa L.) cultivars evaluated under field conditions
    Heliyon - 10(5) e27226, DOI: 10.1016/j.heliyon.2024.e27226

  • Das Choudhury, Sruti; Guadagno, Carmela Rosaria; Bashyam, Srinidhi; Mazis, Anastasios; Ewers, Brent E.; Samal, Ashok; Awada, Tala (2024)
    Stress phenotyping analysis leveraging autofluorescence image sequences with machine learning
    Frontiers in Plant Science - 15() 1353110, DOI: 10.3389/fpls.2024.1353110

  • Xie, Yiting; Plett, Darren; Evans, Margaret; Garrard, Tara; Butt, Mark; Clarke, Kenneth; Liu, Huajian (2024)
    Hyperspectral imaging detects biological stress of wheat for early diagnosis of crown rot disease
    Computers and Electronics in Agriculture - 217() 108571, DOI: 10.1016/j.compag.2023.108571

  • Turc, Benjamin; Sahay, Seema; Haupt, Jared; Oliveira Santos, Talles de; Bai, Geng; Glowacka, Katarzyna (2024)
    Non-photochemical quenching upregulation improves water use efficiency and reduces whole plant level water consumption under drought
    Journal of Experimental Botany - () , DOI: 10.1093/jxb/erae113

  • Roy, Bishal; Sagan, Vasit; Haireti, Alifu; Newcomb, Maria; Tuberosa, Roberto; LeBauer, David; Shakoor, Nadia (2024)
    Early Detection of Drought Stress in Durum Wheat Using Hyperspectral Imaging and Photosystem Sensing
    Remote Sensing - 16(1) 155, DOI: 10.3390/rs16010155

  • Thakral, Vandana; Sudhakaran, Sreeja; Jadhav, Harish; Mahakalkar, Badal; Sehra, Anupam; Dhar, Hena; Kumar, Sudhir; Sonah, Humira; Sharma, Tilak Raj; Deshmukh, Rupesh (2024)
    Unveiling silicon-mediated cadmium tolerance mechanisms in mungbean (Vigna radiata (L.) Wilczek): Integrative insights from gene expression, antioxidant responses, and metabolomics
    Journal of Hazardous Materials - 474() 134671, DOI: 10.1016/j.jhazmat.2024.134671

  • Thapa, Kantilata (2023)
    Characterization of Physical and Biochemical Traits in Wheat and Corn Plants Using High Throughput Image Analysis
    Thesis, University of Nebraska Lincoln - () , DOI:

  • 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

  • Virlet, Nicolas; Pennacchi, João Paulo; Sadeghi-Tehran, Pouria; Ashfield, Tom; Orr, Douglas J.; Carmo-Silva, Elizabete; Hawkesford, Malcolm J. (2023)
    A multiscale approach to investigate fluorescence and NDVI imaging as proxy of photosynthetic traits in wheat
    - () , DOI: 10.1101/2023.11.10.566533

  • 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