Publications

Brown, M. T., Oh, S., Rainey, K. M., and Telenko, D. E. P. 2024. Pre-symptomatic leaf reflectance of Fusarium virguliforme infected soybean plants in greenhouse conditions. PhytoFrontiers https://doi.org/10.1094/PHYTOFR-09-23-0121-R

Ting, T.; Souza, A.; Imel, R. K.; Carmela R. Guadagno; Chris Hoagland; Yang, Y.; Wang, D. R., 2023. Quantifying physiological trait variation with automated hyperspectral imaging in rice. Frontiers in Plant Science, 19.

Souza, A.., Zea, M., Yang, Y., Lee, L., and Hoagland, L., 2022, Classifying Cadmium Contaminated Leafy Vegetables Using Hyperspectral Imaging and Machine Learning. Heliyon, 8, e12256.

Jiang, Y., and Yang, Y., 2022. High-throughput phenotyping for plant growth and biomass yield of switchgrass under a controlled environment. Grass Research, 2:4.

Zea, M., Souza, A., Yang, Y., Lee, L., Hoagland, L., 2022. Leveraging high-throughput hyperspectral imaging technology to detect cadmium stress in two leafy green crops and accelerate soil remediation efforts. Environmental Pollution, 292, 118405.

Herrero‑Huerta1, M. , Meline, V., Iyer‑Pascuzzi, A., Souza, A., Tuinstra, M., and Yang, Y., 2021. 4D Structural root architecture modeling from digital twins by X‑Ray Computed Tomography. Plant Methods, 17:123.

Herrero‑Huerta1, M. , Meline, V., Iyer‑Pascuzzi, A., Souza, A., Tuinstra, M., and Yang, Y., 2021. Root phenotyping from X-ray computed tomography: Skeleton extraction. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XLIII-B4-2021 XXIV ISPRS Congress.

Souza, A. and Yang, Y., 2021. High-throughput corn image segmenation and trait extraction using chlorophyll-fluorescence images. Plant Phenomics, 2021, 9792582.

Ajlouni, M., Kruse, A., Condori-Apfata, J. A., Valencia, M. V., Hoagland, C., Yang, Y., and Mohammadi, 2020. Growth analysis of wheat using machine vision: opportunities and challenges. Sensors, 20(22), 6501

Tolley, S., Yang, Y., and Mohammadi, M., 2020. High-throughput phenotyping identifies plant growth differences under well-watered and drought treatments. Journal of integrative agriculture, 9(10), 2429-2438