MACHINE LEARNING CLASSIFICATION OF PLANT GENOTYPES GROWN UNDER DIFFERENT LIGHT CONDITIONS THROUGH THE INTEGRATION OF MULTI-SCALE TIME-SERIES DATA

Machine learning classification of plant genotypes grown under different light conditions through the integration of multi-scale time-series data

In order to mitigate the effects of a changing climate, agriculture requires more effective evaluation, selection, and production of crop cultivars in order to accelerate genotype-to-phenotype connections and the selection of beneficial traits.Critically, plant growth and development are highly dependent on sunlight, with light energy providing pla

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How do eubacterial organisms manage aggregation-prone proteome? [v1; ref status: indexed, http://f1000r.es/3k3]

Eubacterial genomes vary considerably in their nucleotide composition.The percentage of genetic material constituted by guanosine and cytosine (GC) nucleotides ranges from 20% to 70%.It has been posited that GC-poor organisms are more dependent on protein folding machinery.Previous studies have ascribed this to the accumulation of mildly deleteriou

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