MicroRNA networks integrate development and metabolism to control spikelet fate: implications for cereal yield improvement - npj Science of Plants

npj Science of Plants - MicroRNA networks integrate development and metabolism to control spikelet fate: implications for cereal yield improvement

doi.org

Better breeding leveraging more biology

Climate change is creating increasingly severe and unpredictable conditions for agriculture, leading to diverse future scenarios. This poses a challenge for modern plant breeding, which has relied hea...

cell.com

Genetic basis of temporal variation in phenology in a woody perennial plant - npj Systems Biology and Applications

npj Systems Biology and Applications - Genetic basis of temporal variation in phenology in a woody perennial plant

doi.org

The hidden geometry of breeding constraints - Nature Plants

Plant breeding programmes based on additive models have performed well, but their gains are plateauing. This framework integrates commercial breeding experience, mathematical rigour and evolutionary g...

doi.org

Better breeding leveraging more biology

Climate change is creating increasingly severe and unpredictable conditions for agriculture, leading to diverse future scenarios. This poses a challenge for modern plant breeding, which has relied hea...

cell.com

Clustering compresses attractors in Watts–Strogatz threshold Boolean networks

Abstract. Does higher clustering shorten attractor periods? We examine whether the global clustering coefficient $ \symbf{C} $, a direct measure of triangl

doi.org

Welcome! You are invited to join a meeting: Digital Phenotyping in Protected Cropping. After registering, you will receive a confirmation email about joining the meeting.

Presented by Associate Professor Yi Guo This talk will present recent advances in digital phenotyping for protected cropping, focusing on computer vision and machine learning approaches for plant mon...

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Frontiers | Seed function in space and time: how spatial transcriptomics completes the picture

Spatiotemporal gene expression is the underlying determinant of how living things grow and function, including the processes of seed development and germinat...

doi.org

Redirecting

doi.org

Leaf Size in Conifers: Global Associations With Climate and Evolutionary History

Global patterns in leaf size are linked to climatic trade-offs, so we explore these relationships in a major group of plants, the conifers. Using contemporary phylogenetic methods, we show that conif...

doi.org

Redirecting

doi.org

Separating intrinsic from extrinsic stomatal control in different soils

Time series of diurnal variation in vapour pressure deficit (VPD), daily precipitation and in situ measurements of diurnal needle water potential (Ψneedle) monitored at 15- to 30-min intervals with o...

doi.org

Ensembles of graph attention networks supervised by genotype-to-phenotype structures improved genomic prediction performance

Abstract. Accurate selection of favourable crop genotypes has motivated the exploration of diverse prediction algorithms for crop breeding applications. On

doi.org

Better breeding leveraging more biology

Climate change is creating increasingly severe and unpredictable conditions for agriculture, leading to diverse future scenarios. This poses a challenge for modern plant breeding, which has relied heavily on prediction models trained with past experimental data. These models predict the performance of existing and new genotypes across environments and have increased the effective size, scale, and speed of plant breeding programmes [1,2]. However, the diversity of production conditions is hindering reliable predictions of plant performance.

dlvr.it

Evidence for a trade‐off between growth rate and xylem embolism resistance in 22 Eucalyptus species

Examples of cross-sectional images of branchlets at 4× and 40×.

doi.org

Ensembles of graph attention networks supervised by genotype-to-phenotype structures improved genomic prediction performance

Abstract. Accurate selection of favourable crop genotypes has motivated the exploration of diverse prediction algorithms for crop breeding applications. On

buff.ly

Telomere-to-telomere assemblies of chromosome 10 reveal complex adaptive variation of 3-ketoacyl-CoA-synthases in <i>Populus trichocarpa</i> likely driven by Helitrons

<p>The model woody plant <italic>Populus trichocarpa</italic> displays an atypical alkene-diverse wax cuticle likely driven by copy number variation (CNV) of <italic>3-ketoacyl-CoA synthases</italic> ...

doi.org

FLASH-P: Turning decades of biology into accurate causal networks with AI agents

Mechanistic networks that encode causal regulatory logic can predict the effects of genetic and environmental perturbations but constructing them is a bottleneck in systems biology because the relevan...

sciety.org

Redirecting

doi.org

Sensor-based estimation of evapotranspiration and water use efficiency in Australian wheat variety trials

Abstract. Over the past decades, remote sensing has evolved beyond traditional site-based methods, enabling drought monitoring and enhancing our ability to

buff.ly

Quasi-birth-and-death processes evolving within trees: Applications to comparative phylogenetics

We consider a quasi-birth-and-process (QBD) that duplicates itself at some fixed times within a tree that contains information about duplication times and potentially partially observed states. We ana...

doi.org

Translating functional molecular knowledge into crop-breeding success - Nature Reviews Genetics

In this Perspective, Ramstein and colleagues discuss the use of emerging machine learning tools for function-informed prioritization of variants for plant breeding; they outline future applications in...

nature.com