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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  • 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

  • Cieslak, Mikolaj; Khan, Nazifa; Ferraro, Pascal; Soolanayakanahally, Raju; Robinson, Stephen J.; Parkin, Isobel; McQuillan, Ian; Prusinkiewicz, Przemyslaw (2022)
    L-system models for image-based phenomics: case studies of maize and canola
    in silico Plants - 4(1) , DOI: 10.1093/insilicoplants/diab039

  • Ghahremani, Morteza; Williams, Kevin; Corke, Fiona; Tiddeman, Bernard; Liu, Yonghuai; Wang, Xiaofeng; Doonan, John H. (2021)
    Direct and accurate feature extraction from 3D point clouds of plants using RANSAC
    Computers and Electronics in Agriculture - 187() 106240, DOI: 10.1016/j.compag.2021.106240

  • Ubbens, Jordan; Cieslak, Mikolaj; Prusinkiewicz, Przemyslaw; Parkin, Isobel; Ebersbach, Jana; Stavness, Ian (2020)
    Latent Space Phenotyping: Automatic Image-Based Phenotyping for Treatment Studies
    Plant Phenomics - 2020(1) 1–13, DOI: 10.34133/2020/5801869

  • Chen, Sheng; Guo, Yiming; Sirault, Xavier; Stefanova, Katia; Saradadevi, Renu; Turner, Neil C.; Nelson, Matthew N.; Furbank, Robert T.; Siddique, Kadambot H. M.; Cowling, Wallace A. (2019)
    Nondestructive Phenomic Tools for the Prediction of Heat and Drought Tolerance at Anthesis in Brassica Species
    Plant Phenomics - 2019(8) 1–16, DOI: 10.34133/2019/3264872

  • (2018)
    Non-destructive phenomic tools for the prediction of heat and drought tolerance at anthesis in Brassica species
    - () , DOI: 10.3389/fpls.2018.00989

  • Guo, Doudou; Juan, Jiaxiang; Chang, Liying; Zhang, Jingjin; Huang, Danfeng (2017)
    Discrimination of plant root zone water status in greenhouse production based on phenotyping and machine learning techniques
    Scientific reports - 7(1) 8303, DOI: 10.1038/s41598-017-08235-z

  • Watrud, Lidia S.; King, George; Londo, Jason P.; Colasanti, Ricardo; Smith, Bonnie M.; Waschmann, Ronald S.; Lee, E. Henry (2011)
    Changes in constructed Brassica communities treated with glyphosate drift
    Ecological Applications - 21(2) 525–538, DOI: 10.1890/09-2366.1