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 …
Reap the crop wild relatives for breeding future crops
Crop wild relatives (CWRs) have provided breeders with several'game-changing'traits or
genes that have boosted crop resilience and global agricultural production. Advances in …
genes that have boosted crop resilience and global agricultural production. Advances in …
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 …
[图书][B] Melhoramento de plantas
De seu início rudimentar, com a seleção de sementes pelos primeiros agricultores, às mais
novas técnicas com o uso da biotecnologia, como marcadores moleculares …
novas técnicas com o uso da biotecnologia, como marcadores moleculares …
[HTML][HTML] Improving grain yield, stress resilience and quality of bread wheat using large-scale genomics
P Juliana, J Poland, J Huerta-Espino, S Shrestha… - Nature …, 2019 - nature.com
Bread wheat improvement using genomic tools is essential for accelerating trait genetic
gains. Here we report the genomic predictabilities of 35 key traits and demonstrate the …
gains. Here we report the genomic predictabilities of 35 key traits and demonstrate the …
Climate change challenges plant breeding
Plant breeding is important to cope with climate change impacts, complementing crop
management and policy interventions to ensure global food production. However, changes …
management and policy interventions to ensure global food production. However, changes …
Addressing research bottlenecks to crop productivity
Asymmetry of investment in crop research leads to knowledge gaps and lost opportunities to
accelerate genetic gain through identifying new sources and combinations of traits and …
accelerate genetic gain through identifying new sources and combinations of traits and …
Next-generation breeding strategies for climate-ready crops
Climate change is a threat to global food security due to the reduction of crop productivity
around the globe. Food security is a matter of concern for stakeholders and policymakers as …
around the globe. Food security is a matter of concern for stakeholders and policymakers as …
Developing climate-resilient chickpea involving physiological and molecular approaches with a focus on temperature and drought stresses
Chickpea is one of the most economically important food legumes, and a significant source
of proteins. It is cultivated in more than 50 countries across Asia, Africa, Europe, Australia …
of proteins. It is cultivated in more than 50 countries across Asia, Africa, Europe, Australia …
Accelerating climate resilient plant breeding by applying next-generation artificial intelligence
Breeding crops for high yield and superior adaptability to new and variable climates is
imperative to ensure continued food security, biomass production, and ecosystem services …
imperative to ensure continued food security, biomass production, and ecosystem services …