Larry York Senior Staff Scientist Contact YORKLM@ORNL.GOV All Publications Whole-plant phenotypic engineering: moving beyond ratios for multi-objective optimization of nutrient use efficiency Divide and conquer: using RhizoVision Explorer to aggregate data from multiple root scans using image concatenation and statistical methods Phenotyping Alfalfa (Medicago sativa L.) Root Structure Architecture via Integrating Confident Machine Learning with ResNet-18 A mixture of grass–legume cover crop species may ameliorate water stress in a changing climate The State of the Art in Root System Architecture Image Analysis Using Artificial Intelligence: A Review The auxin efflux carrier PIN1a regulates vascular patterning in cereal roots Root phenotypes for improved nitrogen capture... Few-Shot Learning Enables Population-Scale Analysis of Leaf Traits in Populus trichocarpa Expression quantitative trait loci mapping identified PtrXB38 as a key hub gene in adventitious root development in Populus The importance of trait selection in ecology High-throughput, dynamic, multi-dimensional: an expanding repertoire of plant respiration measurements Root angle is controlled by EGT1 in cereal crops employing an antigravitropic mechanism Root system architecture in cereals: progress, challenges and perspective Objective Phenotyping of Root System Architecture Using Image Augmentation and Machine Learning in Alfalfa (Medicago sativa L.) Bioenergy Underground: Challenges and opportunities for phenotyping roots and the microbiome for sustainable bioenergy crop production Interactions among rooting traits for deep water and nitrogen uptake in upland and lowland ecotypes of switchgrass (Panicum virgatum L.) RhizoVision Explorer: Open-source software for root image analysis and measurement standardization Root traits as drivers of plant and ecosystem functioning: current understanding, pitfalls and future research needs An integrated framework of plant form and function: the belowground perspective Global Root Traits (GRooT) Database The fungal collaboration gradient dominates the root economics space in plants Key Links Curriculum Vitae Organizations Biological and Environmental Systems Science Directorate Biosciences Division Bioimaging and Analytics Section Molecular and Cellular Imaging Group Biodesign and Systems Biology Section Plant Systems Biology Group
