Publications
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.2024.134671Luo, 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.e27226Das 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.2024.1353110Xie, 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.2023.108571Turc, 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/erae113Roy, 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/rs16010155Virlet, 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: 10.1101/2023.11.10.566533Okyere, 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.2023.1209500Koh, 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