Machine learning applications to improve flavor and nutritional content of horticultural crops through breeding and genetics
Highlights•AI can aid the improvement of flavor and nutrition in horticultural
crops.•Development of new AI/statistical methods target inference and prediction …
crops.•Development of new AI/statistical methods target inference and prediction …
There and back again; historical perspective and future directions for Vaccinium breeding and research studies
Abstract The genus Vaccinium L.(Ericaceae) contains a wide diversity of culturally and
economically important berry crop species. Consumer demand and scientific research in …
economically important berry crop species. Consumer demand and scientific research in …
Exploring deep learning for complex trait genomic prediction in polyploid outcrossing species
Genomic prediction (GP) is the procedure whereby the genetic merits of untested candidates
are predicted using genome wide marker information. Although numerous examples of GP …
are predicted using genome wide marker information. Although numerous examples of GP …
Genome‐wide association of volatiles reveals candidate loci for blueberry flavor
Plants produce a range of volatile organic compounds (VOCs), some of which are perceived
by the human olfactory system, contributing to a myriad flavors. Despite the importance of …
by the human olfactory system, contributing to a myriad flavors. Despite the importance of …
Terpene volatiles mediates the chemical basis of blueberry aroma and consumer acceptability
LFV Ferrão, H Sater, P Lyrene, RR Amadeu… - Food research …, 2022 - Elsevier
Flavor is among the most important traits valued by consumers of fresh fruits. Human
perception of flavor occurs primarily through two main sensory inputs, taste and aroma …
perception of flavor occurs primarily through two main sensory inputs, taste and aroma …
Genomic selection in an outcrossing autotetraploid fruit crop: lessons from blueberry breeding
Blueberry (Vaccinium corymbosum and hybrids) is a specialty crop with expanding
production and consumption worldwide. The blueberry breeding program at the University of …
production and consumption worldwide. The blueberry breeding program at the University of …
Molecular and genetic bases of fruit firmness variation in blueberry—a review
Blueberry (Vaccinium spp.) has been recognized worldwide as a valuable source of health-
promoting compounds, becoming a crop with some of the fastest rising consumer demand …
promoting compounds, becoming a crop with some of the fastest rising consumer demand …
Genomic prediction of autotetraploids; influence of relationship matrices, allele dosage, and continuous genotyping calls in phenotype prediction
I de Bem Oliveira, MFR Resende Jr… - G3: Genes …, 2019 - academic.oup.com
Estimation of allele dosage, using genomic data, in autopolyploids is challenging and
current methods often result in the misclassification of genotypes. Some progress has been …
current methods often result in the misclassification of genotypes. Some progress has been …
How can a high-quality genome assembly help plant breeders?
The decreasing costs of next-generation sequencing and the improvements in de novo
sequence assemblers have made it possible to obtain reference genomes for most …
sequence assemblers have made it possible to obtain reference genomes for most …
High-resolution linkage map and QTL analyses of fruit firmness in autotetraploid blueberry
Blueberry (Vaccinium corymbosum and hybrids) is an autotetraploid crop whose commercial
relevance has been growing steadily during the last 20 years. However, the ever-increasing …
relevance has been growing steadily during the last 20 years. However, the ever-increasing …