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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  • Weinberger, Natascha V.; Cibils‐Stewart, Ximena; Brien, Chris; Jewell, Nathaniel; Berger, Bettina; Cavagnaro, Timothy R.; Salomon, Matthias J.; Mikhael, Meena; Plett, Jonathan M.; Plett, Krista L.; Powell, Jeff R. (2025)
    Plant phenotyping and root‐associated metabolomics reveal insights into pathogen protection by diverse arbuscular mycorrhizal fungi
    Plants People Planet - () , DOI: 10.1002/ppp3.10627

  • Tavakkoli, Ehsan; Watts-Williams, Stephanie J.; Rengasamy, Pichu; McDonald, Glenn K. (2024)
    Eliciting the aboveground physiological regulation that underlies salinity tolerance in faba bean (Vicia faba L.)
    Environmental and Experimental Botany - 226() , DOI: 10.1016/j.envexpbot.2024.105849

  • Genze, Nikita; Vahl, Wouter K.; Groth, Jennifer; Wirth, Maximilian; Grieb, Michael; Grimm, Dominik G. (2024)
    Manually annotated and curated Dataset of diverse Weed Species in Maize and Sorghum for Computer Vision
    Scientific Data - 11(1) 109, DOI: 10.1038/s41597-024-02945-6

  • 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

  • Arya, Sunny; Sahoo, Rabi N.; Sehgal, V. K.; Bandyopadhyay, Kalikinkar; Rejith, R. G.; Chinnusamy, Viswanathan; Kumar, Sudhir; Kumar, Sanjeev; Manjaiah, K. M. (2024)
    High-throughput chlorophyll fluorescence image-based phenotyping for water deficit stress tolerance in wheat
    Plant Physiology Reports - 29(2) 278–293, DOI: 10.1007/s40502-024-00783-7

  • Liu, Ji; Shui, Jiapeng; Xu, Chenxi; Cai, Xiaofeng; Wang, Quanhua; Wang, Xiaoli (2024)
    Temporal phenotypic variation of spinach root traits and its relation to shoot performance
    Scientific reports - 14(1) 3233, DOI: 10.1038/s41598-024-53798-3

  • 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

  • Morton, Mitchell; Fiene, Gabriele; Ahmed, Hanin; Rey, Elodie; Abrouk, Michael; Angel Lopez, Yoseline; Johansen, Kasper; Saber, Noha; Malbeteau, Yoann; Al-Mashharawi, Samir; Ziliani, Matteo; Aragon Solorio, Bruno Jose Luis; Oakey, Helena; Berger, Bettina; Brien, Chris; Krattinger, Simon G.; Mousa, Magdi A. A.; McCabe, Matthew; Negrão, Sónia; Tester, Mark A.; Julkowska, Magdalena (2024)
    Deciphering salt stress responses in Solanum pimpinellifolium through high-throughput
    The Plant Journal - 119() 2514–2537, DOI: 10.1111/tpj.16894

  • 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

  • Khan, Nazifa Azam; Cieslak, Mikolaj; McQuillan, Ian (2024)
    Importance of realism in procedurally-generated synthetic images for deep learning: case studies in maize and canola
    - () , DOI: 10.48550/arXiv.2404.05128