At Cornell AgriTech, Yu Jiang | 姜宇 is using robots, AI and more as 'a fundamentally new way of farming.' His robots work in the lab automating phenotyping and on farm doing pruning, weeding, etc., more quickly and accurately than humans. #graperesearch tinyurl.com/murv8eda

#MostCited
🌾New Orthophoto Generation Strategies from #UAV and Ground Remote Sensing Platforms for High-Throughput #Phenotyping
by Yi-Chun Lin, Tian Zhou, Taojun Wang, Melba Crawford and Ayman Habib

mdpi.com/2072-4292/13/5…
#agriculture

#MostDownloaded
🌽 #UAV Remote Sensing for High-Throughput $Phenotyping and for #YieldPrediction of Miscanthus by Machine Learning Techniques
by Giorgio Impollonia, Michele Croci, Andrea Ferrarini, Jason Brook, Enrico Martani et al.

mdpi.com/2072-4292/14/1…
#Agriculture

I really enjoyed my tour of the Leibniz IPK plant #phenotyping infrastructure including the PhenoSphere. Thanks to Kerstin Neumann for showing me around and explaining everything so that even I could understand things.

Phenotyping #asthma - a quick overview

An incredible tour de force of UCPPS by our Univ of Toronto Urology visiting prof, Dr Dr.Larissa Rodriguez - strengthening care for these patients by investigating neural networks, phenotyping patients and targeting appropriate treatments ✨ Weill Cornell Medicine Urology

Unlocking potential in plant breeding with self-supervised learning! We explore SSL's impact on image-based phenotyping, comparing methods & datasets for improved crop selection. #PlantPhenotyping #SelfSupervisedLearning
Details:spj.science.org/doi/10.34133/p…

I did a GWAS with 50 undergrad nonmajors where everyone was responsible for phenotyping 3 accessions and, like, it wasn't a complete failure?

I hope my students were as hyped as I was that our result wasn't a suburban plot rather than a Manhattan plot.

Meet our handling editor, Karine Chenu, with expertise in #crop simulations, #plant #physiology , #ecophysiology , #phenotyping , #drought stress, thermal conditions, and #grain crops. 🌽🌾🔬

#CropModeling

A Ground Mobile Robot for Autonomous Terrestrial Laser Scanning-Based Field Phenotyping. arxiv.org/abs/2404.04404

Revolutionizing plant growth analysis: Our self-supervised leaf tip detection method, trained on diverse datasets, offers precise results across environments. Check out our code for enhanced phenotyping! #PlantScience #DeepLearning
Details:spj.science.org/doi/10.34133/p…

Advancing plant root studies: We integrate germination paper system with time-series phenotyping & FSPMs for Populus trichocarpa. Insights into root initiation timing & growth dynamics. #PlantRoots #Phenotyping
Details:spj.science.org/doi/10.34133/p…

Learning how ultra high-plex whole slide spatial phenotyping reveals intra-tumoral heterogeneity! #AACR2024 #AACR24 Arutha K

Next up is Allison Carey, MD, PhD, Assistant Professor, Department of Pathology with a talk titled, 'High-throughput Phenotyping to Uncover the Consequences of Mycobacterial Genetic Diversity'. #3iSymposium2024

Very interesting new article on Long COVID phenotyping was published in Nature Immunology.

I find this really interesting, because it seems they were looking at mechanisms, not biomarkers specifically, which is more appropriate for therapeutic targeting

nature.com/articles/s4159…

Field phenotyping platforms, crucial for plant breeding, face challenges in aligning point cloud data for accurate phenotypic trait extraction. This study uses LiDAR and RGB cameras, aligns data, and demonstrates improved accuracy.
Details:spj.science.org/doi/10.34133/p…

Join us for our next AG2PI virtual Field Day, April 24.

Learn about efforts by Dr. Trevor Rife Clemson University to improve image-based phenotyping in crops and by Dr. Jinha Jung Purdue Agriculture to simplify data/tool sharing & management.

Register at ag2pi.org/workshops-and-…

The Tidewater Agricultural Research and Extension Center of Virginia Tech is organizing FABA BEAN FIELD DAY at Suffolk, VA, on June 6, 2024.

Register: docs.google.com/forms/d/e/1FAI…

#agronomy #crop #soil #plantbreeding #sustainableagriculture #plantprotein #legumes #horticulture