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 …

Reap the crop wild relatives for breeding future crops

A Bohra, B Kilian, S Sivasankar, M Caccamo… - Trends in …, 2022 - cell.com
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 …

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 …

[图书][B] Melhoramento de plantas

A Borém, GV Miranda, R Fritsche-Neto - 2021 - books.google.com
De seu início rudimentar, com a seleção de sementes pelos primeiros agricultores, às mais
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 …

Climate change challenges plant breeding

W Xiong, M Reynolds, Y Xu - Current Opinion in Plant Biology, 2022 - Elsevier
Plant breeding is important to cope with climate change impacts, complementing crop
management and policy interventions to ensure global food production. However, changes …

Addressing research bottlenecks to crop productivity

M Reynolds, OK Atkin, M Bennett, M Cooper… - Trends in Plant …, 2021 - cell.com
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 …

Next-generation breeding strategies for climate-ready crops

A Razzaq, P Kaur, N Akhter, SH Wani… - Frontiers in Plant …, 2021 - frontiersin.org
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 …

Developing climate-resilient chickpea involving physiological and molecular approaches with a focus on temperature and drought stresses

A Rani, P Devi, UC Jha, KD Sharma… - Frontiers in plant …, 2020 - frontiersin.org
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 …

Accelerating climate resilient plant breeding by applying next-generation artificial intelligence

AL Harfouche, DA Jacobson, D Kainer, JC Romero… - Trends in …, 2019 - cell.com
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 …