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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  • 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

  • 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

  • Hume, Ruby; Marschner, Petra; Mason, Sean; Schilling, Rhiannon K.; Liu, Huajian; Jewell, Nathaniel; Brien, Christoper J.; Mosley, Luke M. (2024)
    Assessing wheat responses to soil acidification and liming using hyperspectral imaging
    Plant and Soil - () , DOI: 10.1007/s11104-024-07029-3

  • 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

  • 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

  • Xie, Yiting; Plett, Darren; Clarke, Kenneth; Evans, Margaret; Garrard, Tara; Butt, Mark; Liu, Huajian (2022)
    Application of Hyperspectral Imaging Technologies for Early Detection of Crown Rot Disease in Wheat Under Controlled Environment
    SSRN Journal (SSRN Electronic Journal) - () , DOI: 10.2139/ssrn.4217308

  • Pabuayon, Isaiah Catalino M.; Pabuayon, Irish Lorraine B.; Singh, Rakesh Kumar; Ritchie, Glen L.; los Reyes, Benildo G. de (2022)
    Applicability of hyperspectral imaging during salinity stress in rice for tracking Na+ and K+ levels in planta
    PLoS ONE - 17(7) e0270931, DOI: 10.1371/journal.pone.0270931

  • 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

  • Zhang, Huichun; Ge, Yufeng; Xie, Xinyan; Atefi, Abbas; Wijewardane, Nuwan K.; Thapa, Suresh (2022)
    High throughput analysis of leaf chlorophyll content in sorghum using RGB, hyperspectral, and fluorescence imaging and sensor fusion
    Plant Methods (Plant Methods) - 18(1) 60, DOI: 10.1186/s13007-022-00892-0

  • Zhang, Huichun (2021)
    Estimation of the chlorophyll concentration in sorghum using three high throughput phenotyping imaging techniques
    - () , DOI: