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 …
Translating high-throughput phenotyping into genetic gain
Inability to efficiently implement high-throughput field phenotyping is increasingly perceived
as a key component that limits genetic gain in breeding programs. Field phenotyping must …
as a key component that limits genetic gain in breeding programs. Field phenotyping must …
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 …
[HTML][HTML] Improving global food security through accelerated plant breeding
B Lenaerts, BCY Collard, M Demont - Plant Science, 2019 - Elsevier
With an expected 9 billion people by 2050 and average income on the rise in the developing
world, meeting future food demand will be a challenge. Climate change, urbanisation and …
world, meeting future food demand will be a challenge. Climate change, urbanisation and …
Crop breeding chips and genotyping platforms: progress, challenges, and perspectives
There is a rapidly rising trend in the development and application of molecular marker
assays for gene mapping and discovery in field crops and trees. Thus far, more than 50 SNP …
assays for gene mapping and discovery in field crops and trees. Thus far, more than 50 SNP …
High-throughput field-phenotyping tools for plant breeding and precision agriculture
A Chawade, J van Ham, H Blomquist, O Bagge… - Agronomy, 2019 - mdpi.com
High-throughput field phenotyping has garnered major attention in recent years leading to
the development of several new protocols for recording various plant traits of interest …
the development of several new protocols for recording various plant traits of interest …
Enhancing genetic gain through genomic selection: from livestock to plants
Although long-term genetic gain has been achieved through increasing use of modern
breeding methods and technologies, the rate of genetic gain needs to be accelerated to …
breeding methods and technologies, the rate of genetic gain needs to be accelerated to …
Maize lethal necrosis: an emerging, synergistic viral disease
MG Redinbaugh, LR Stewart - Annual Review of Virology, 2018 - annualreviews.org
Maize lethal necrosis (MLN) is a disease of maize caused by coinfection of maize with maize
chlorotic mottle virus (MCMV) and one of several viruses from the Potyviridae, such as …
chlorotic mottle virus (MCMV) and one of several viruses from the Potyviridae, such as …
Technological advances in maize breeding: past, present and future
Maize has for many decades been both one of the most important crops worldwide and one
of the primary genetic model organisms. More recently, maize breeding has been impacted …
of the primary genetic model organisms. More recently, maize breeding has been impacted …
Sorghum breeding in the genomic era: opportunities and challenges
H Hao, Z Li, C Leng, C Lu, H Luo, Y Liu, X Wu… - Theoretical and Applied …, 2021 - Springer
Key message The importance and potential of the multi-purpose crop sorghum in global
food security have not yet been fully exploited, and the integration of the state-of-art …
food security have not yet been fully exploited, and the integration of the state-of-art …