Smart breeding driven by big data, artificial intelligence, and integrated genomic-enviromic prediction

Y Xu, X Zhang, H Li, H Zheng, J Zhang, MS Olsen… - Molecular Plant, 2022 - cell.com
The first paradigm of plant breeding involves direct selection-based phenotypic observation,
followed by predictive breeding using statistical models for quantitative traits constructed …

Translating high-throughput phenotyping into genetic gain

JL Araus, SC Kefauver, M Zaman-Allah, MS Olsen… - Trends in plant …, 2018 - cell.com
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 …

Heterosis and hybrid crop breeding: a multidisciplinary review

MR Labroo, AJ Studer, JE Rutkoski - Frontiers in Genetics, 2021 - frontiersin.org
Although hybrid crop varieties are among the most popular agricultural innovations, the
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 …

Crop breeding chips and genotyping platforms: progress, challenges, and perspectives

A Rasheed, Y Hao, X Xia, A Khan, Y Xu, RK Varshney… - Molecular plant, 2017 - cell.com
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 …

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 …

Enhancing genetic gain through genomic selection: from livestock to plants

Y Xu, X Liu, J Fu, H Wang, J Wang, C Huang… - Plant …, 2020 - cell.com
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 …

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 …

Technological advances in maize breeding: past, present and future

C Andorf, WD Beavis, M Hufford, S Smith… - Theoretical and applied …, 2019 - Springer
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 …

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 …