Brian N. Bailey

Brian N. Bailey is an Assistant Professor in the Department of Plant Sciences at the University of California, Davis. His research integrates engineering, computer science, atmospheric science, and biology to develop advanced plant simulation tools and 3D modeling techniques. Current projects include wildland fire modeling, almond orchard canopy analysis, vineyard pathogen spread simulation, and next-generation crop modeling tools funded by NSF, USDA, and industry partners.

• Education: Ph.D. and B.S./M.S. in Mechanical Engineering from the University of Utah (2015, 2011).

His lab, the Bailey Lab, focuses on high-resolution 3D plant models, measurement techniques across scales, and software development such as the Helios simulation framework and PhoTorch package. Research emphasizes plant structure-function relationships in biophysical processes like evapotranspiration and water-use efficiency.

Recent publications highlight advancements in canopy radiation modeling, leaf point cloud generation, and deep learning for soil reflectance simulation. His work bridges computational methods with agricultural applications, addressing challenges in precision agriculture and environmental sustainability.