Unraveling the flavor secrets of citrus Pu-erh tea: from volatiles to taste metabolites
They identified 47 key volatiles and assessed their sensory contributions using OAV, ACI, and omission tests. Non-targeted metabolomics…
Rhizosphere metabolites influence the spread of antibiotic resistance genes in soil-plant systems
Their study reveals that rhizosphere metabolites—substances secreted by plant roots—play a crucial role in regulating the distribution of…
Deep learning model reveals genetic keys to wheat freeze tolerance
By combining image-based traits with genome-wide association studies (GWAS), the study identified 11 genetic loci—eight of them previously…
New deep learning model sharpens accuracy in wheat spike counting
By optimizing growth-stage selection and introducing an improved YOLOX-P model, the study achieved precision levels above 95% while…
UAV phenotyping reveals genetic drivers of cotton plant architecture
This approach not only offers a faster and more accurate way to measure plant traits in the field…
UAV imaging and AI model overcome canopy shadow challenge in apple orchards
Leaf chlorophyll content (LCC) and canopy chlorophyll content (CCC) are widely used indicators of photosynthetic capacity, nitrogen status,…
AI-powered 3D framework detects tiny new plant organs for real-time growth monitoring
Mimicking the way experienced human observers track growth over time, 3D-NOD integrates novel labeling, registration, and data augmentation…
Drones and 3D nodels unlock new genetic insights into wheat plant height
By capturing multiple height quantiles rather than a single average, the approach reveals subtle variations within crop plots,…