AUTHOR=Coleman Guy , Betters Christopher , Squires Caleb , Leon-Saval Sergio , Walsh Michael TITLE=Low Energy Laser Treatments Control Annual Ryegrass (Lolium rigidum) JOURNAL=Frontiers in Agronomy VOLUME=2 YEAR=2021 URL=https://www.frontiersin.org/journals/agronomy/articles/10.3389/fagro.2020.601542 DOI=10.3389/fagro.2020.601542 ISSN=2673-3218 ABSTRACT=
Increasing concern for the ongoing availability and efficacy of herbicides is driving interest in the development of alternative physical and thermal weed control methods. Fortunately, improvements in weed detection through advancements in computing hardware and deep learning algorithms are creating an opportunity to use novel weed control tools, such as lasers, in large-scale cropping systems. For alternative control options, there are two key weed control timing opportunities, early and late post-crop emergence. Weed density for the early timing is typically higher, with a shorter window for control. Conversely, late post-emergent treatment of surviving and late-emerging weeds would occur in lower densities of larger and more variably sized weeds, given a prior weed control effort, but with a longer available weed control period. Research in laser weeding to date has primarily focused on early growth stage weeds and the ability of this approach to control larger weeds remains unknown. This study used a 25 W, 975 nm fiber-coupled diode laser to evaluate the opportunity for control of annual ryegrass (