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2 of 4: Machine learning-enabled phenotyping for GWAS and TWAS of WUE traits in 869 field-grown sorghum accessions academic.oup.com/plphys/advance…

Happy to share the methods we've developed to install 1000s of #minirhizotrons to phenotype and study the genetics of #maize root system traits in the field. Root Biology News Root Papers Plant Root Scientists Root Phenomics Team @RootDevo Ivan- I stand with 🇺🇦

Happy to share new work - Plasticity in stomatal behavior across a gradient of water supply is consistent among field-grown maize inbred lines with varying stomatal patterning biorxiv.org/content/10.110…

Happy to share new preprint demonstrating the power of 3D versus 2D neural nets to evaluate lodging in biomass sorghum from time-series UAV remote sensing data agrirxiv.org/search-details… CABBI North American Plant Phenotyping Network Illinois Center for Digital Agriculture IPPN ASPB Remote Sensing MDPI

Happy to share new machine-learning, UAV, high-throughput phenotyping study on lodging in biomass sorghum demonstrating the power of 3D-CNN and time-course data mdpi.com/2072-4292/14/3… CABBI @iBioIllinois Crop Sciences Genomic Biology North American Plant Phenotyping Network

Plasticity in stomatal behaviour across a gradient of water supply is consistent among field‐grown maize inbred lines with varying stomatal patterning onlinelibrary.wiley.com/doi/full/10.11… Plant Cell & Environment @BerkeleyBiomet Prof. Belinda Medlyn Lawren Sack Lab @testgroup_bnl ISU Biomass CABBI @iBioIllinois

CABBI @iBioIllinois Genomic Biology DOE Office of Science Wendy H Yang Chuck Hyde I’m Cozy. A Cozy Biogeochemist. @CBernacchi George Huber I'm really thrilled that we had the chance to work with Alayna this summer through CABBI's RISE program. If you are a minority student, please consider applying to work with one of our nationwide team members in future years cabbi.bio/news/outreach/…

Excited to ask everyone to share this advert for a faculty position in "Quantitative Plant Biology" in the Dept of Plant Biology and @iBioIllinois. bit.ly/3KydUFx ASPB Ecological Society AGU (American Geophysical Union) Agronomy, Crop, and Soil Science Societies SSE The Paleontological Society BES careers SEB @sebiology.bsky.social HBCUCONNECT.COM HigherEdJobs

New preprint: Deep convolutional neural networks exploit high spatial and temporal resolution aerial imagery to predict key traits in miscanthus. Sebastian Varela CABBI North American Plant Phenotyping Network DOE Office of Science ASPB Agronomy, Crop, and Soil Science Societies TaylorGeospatial Mark J. Lara cabidigitallibrary.org/doi/10.31220/a…

A study led by #CABBI researchers at University of Illinois and Mississippi State improves understanding of leaf functional relationships and provides valuable new information for scientists modeling the productivity of #miscanthus & other C4 bioenergy crops. 🗞️News: cabbi.bio/study-sheds-li…

The study, published in "Plant, Cell & Environment," found that #miscanthus and #sorghum occupy a distinct niche of the leaf economics spectrum (LES), with greater photosynthetic rates and nitrogen use efficiency than more common C3 plants. 📰 Paper: onlinelibrary.wiley.com/doi/full/10.11…

Deep Convolutional Neural Networks Exploit High-Spatial- and -Temporal-Resolution Aerial Imagery to Phenotype Key Traits in Miscanthus mdpi.com/1905090 #mdpiremotesensing via Remote Sensing MDPI Seth ISU Biomass TaylorGeospatial Mark J. Lara

Superstars of the field? Researchers CABBI found that the plants miscanthus and sorghum have greater photosynthetic rates and use nitrogen more efficiently than more common crops that have a different way of fixing carbon dioxide into carbon: cabbi.bio/study-sheds-li…

6 days left to submit your abstract for SEB @sebiology.bsky.social's centenary annual meeting in Edinburgh UK on July 4-7 2023. bit.ly/3L2wSpW Check out the plant sessions, including one on stomata featuring work by Tracy Lawson Julie Gray Lorna McAusland Alex Wu Michael Raissig @michaelraissig.bsky.social

Today, we’re heading to Urbana, Illinois to ask Dr. Andrew Leakey #17Questions as he makes his daily rounds to CABBI, @iBioIllinois, and Genomic Biology. Watch the full video here for some surprises (hint: 🎾🤖☕️) bit.ly/3mKViuj

CABBI and the University of Illinois broke ground today on a state-of-the-art greenhouse in the University of Illinois Research Park! 🙌🌱 It will support innovative research exploring how plants and microbes interact and affect the sustainability of #bioenergy crops. (1/2) ➡️ cabbi.bio/greenhouse-gro…

CABBI Director Andrew Leakey said the new greenhouse is a major milestone for the University of Illinois plant science community & will speed up development of crops that are more productive, sustainable & climate-resilient, part of #CABBI's work to produce plant-based fuels & bioproducts!

Drought stress has long limited crop production worldwide, a problem exacerbated by climate change. A team led by CABBI Director Andrew Leakey has now designed more efficient C4 bioenergy crops that need less water to grow, without hurting yield. News ➡️ cabbi.bio/cabbi-team-des…

(2/2) The CABBI team's research on improved water use efficiency in C4 bioenergy crops is outlined in two papers published today in the Oxford University Press Journal of Experimental Botany: ✅academic.oup.com/jxb/advance-ar… ✅academic.oup.com/jxb/advance-ar…

Breaking the barrier of human-annotated training data for machine learning-aided plant research using aerial imagery academic.oup.com/plphys/article…