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- While plant breeding and agricultural biotechnology have come to fruition, future plant breeding endeavors should aim at solving the major current hurdles, mainly: (i) bridging the genotype–phenotype gap by improving quantitative and automated selection and screening methods that focus on whole-plant physiology and quality traits; (ii) bridging the genome–environment gap: since many desired plant traits depend on the interaction of many genes and metabolic pathways with the environment,...
www.sciencedirect.com/science/article/pii/S136013852100090XPast and Future Milestones of Plant Breeding - ScienceDirect
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Jan 18, 2023 · Researchers successfully established biotechnology-based molecular breeding technology to overcome the limitations of traditional breeding technology. They are now putting genome breeding technology into practice, also called predictive breeding.
Nov 7, 2022 · We propose a smart breeding scheme, integrated genomic-enviromic prediction (iGEP), as an extension of genomic prediction, using integrated multiomics information, big data technology, and artificial intelligence (mainly focused on machine and deep learning).
Feb 15, 2024 · Breeding 5.0 represents the forefront of future plant breeding, revolutionizing the field through innovative technologies and methods such as genome editing, artificial intelligence, and big data analysis, enabling integration and editing of genetic information.
Apr 6, 2023 · Precision Breeding uses artificial intelligence (AI) technology to guide genetic changes and to access more data so scientists can quickly and accurately identify the precise changes needed to remove negative plant traits or emphasize positive ones.
Mar 4, 2022 · With the technology revolutions, de novo domestication has been proposed and practiced to meet future agricultural challenges, which can speedily select and domesticate elite wild plants...
Jun 1, 2021 · New breeding methods, such as genome selection that predicts phenotypic outcome based on genotypic data, are revolutionizing breeding practices by shortening breeding cycles and increasing selection efficacy, probably two to three times faster than traditional breeding.
May 19, 2022 · Genome editing offers revolutionized solutions for plant breeding to sustain food production to feed the world by 2050. Therefore, genome-edited products are increasingly recognized via more relaxed legislation and community adoption.
