Designing future crops: genomics-assisted breeding comes of age
Over the past decade, genomics-assisted breeding (GAB) has been instrumental in
harnessing the potential of modern genome resources and characterizing and exploiting …
harnessing the potential of modern genome resources and characterizing and exploiting …
Smart breeding driven by big data, artificial intelligence, and integrated genomic-enviromic prediction
The first paradigm of plant breeding involves direct selection-based phenotypic observation,
followed by predictive breeding using statistical models for quantitative traits constructed …
followed by predictive breeding using statistical models for quantitative traits constructed …
Major impacts of widespread structural variation on gene expression and crop improvement in tomato
Structural variants (SVs) underlie important crop improvement and domestication traits.
However, resolving the extent, diversity, and quantitative impact of SVs has been …
However, resolving the extent, diversity, and quantitative impact of SVs has been …
Burning questions for a warming and changing world: 15 unknowns in plant abiotic stress
We present unresolved questions in plant abiotic stress biology as posed by 15 research
groups with expertise spanning eco-physiology to cell and molecular biology. Common …
groups with expertise spanning eco-physiology to cell and molecular biology. Common …
Designing future crops: challenges and strategies for sustainable agriculture
Z Tian, JW Wang, J Li, B Han - The Plant Journal, 2021 - Wiley Online Library
Crop production is facing unprecedented challenges. Despite the fact that the food supply
has significantly increased over the past half‐century,~ 8.9 and 14.3% people are still …
has significantly increased over the past half‐century,~ 8.9 and 14.3% people are still …
Machine learning bridges omics sciences and plant breeding
J Yan, X Wang - Trends in Plant Science, 2023 - cell.com
Some of the biological knowledge obtained from fundamental research will be implemented
in applied plant breeding. To bridge basic research and breeding practice, machine learning …
in applied plant breeding. To bridge basic research and breeding practice, machine learning …
De novo domestication: an alternative route toward new crops for the future
Current global agricultural production must feed over 7 billion people. However, productivity
varies greatly across the globe and is under threat from both increased competitions for land …
varies greatly across the globe and is under threat from both increased competitions for land …
Heterosis and hybrid crop breeding: a multidisciplinary review
Although hybrid crop varieties are among the most popular agricultural innovations, the
rationale for hybrid crop breeding is sometimes misunderstood. Hybrid breeding is slower …
rationale for hybrid crop breeding is sometimes misunderstood. Hybrid breeding is slower …
A quantitative genomics map of rice provides genetic insights and guides breeding
Extensive allelic variation in agronomically important genes serves as the basis of rice
breeding. Here, we present a comprehensive map of rice quantitative trait nucleotides …
breeding. Here, we present a comprehensive map of rice quantitative trait nucleotides …
Artificial intelligence in plant breeding
Harnessing cutting-edge technologies to enhance crop productivity is a pivotal goal in
modern plant breeding. Artificial intelligence (AI) is renowned for its prowess in big data …
modern plant breeding. Artificial intelligence (AI) is renowned for its prowess in big data …