Artificial intelligence in plant breeding

MA Farooq, S Gao, MA Hassan, Z Huang, A Rasheed… - Trends in Genetics, 2024 - cell.com
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 …

Integrated genomic selection for accelerating breeding programs of climate-smart cereals

D Sinha, AK Maurya, G Abdi, M Majeed, R Agarwal… - Genes, 2023 - mdpi.com
Rapidly rising population and climate changes are two critical issues that require immediate
action to achieve sustainable development goals. The rising population is posing increased …

[HTML][HTML] Impacts of climate change and mitigation strategies for some abiotic and biotic constraints influencing fruit growth and quality

E Bacelar, T Pinto, R Anjos, MC Morais, I Oliveira… - Plants, 2024 - mdpi.com
Factors such as extreme temperatures, light radiation, and nutritional condition influence the
physiological, biochemical, and molecular processes associated with fruit development and …

Building a better Mungbean: Breeding for reproductive resilience in a changing climate

S Van Haeften, C Dudley, Y Kang… - Food and Energy …, 2023 - Wiley Online Library
Abstract Mungbean (Vigna radiata (L.) R. Wilczek var. radiata) is a significant food and cash
crop grown in tropical and subtropical regions. Mungbean production and consumer …

Recent advances in artificial intelligence, mechanistic models, and speed breeding offer exciting opportunities for precise and accelerated genomics‐assisted …

JA Bhat, X Feng, ZA Mir, A Raina… - Physiologia …, 2023 - Wiley Online Library
Given the challenges of population growth and climate change, there is an urgent need to
expedite the development of high‐yielding stress‐tolerant crop cultivars. While traditional …

The Gynandropsis gynandra genome provides insights into whole-genome duplications and the evolution of C4 photosynthesis in Cleomaceae

NV Hoang, EOD Sogbohossou, W Xiong… - The Plant …, 2023 - academic.oup.com
Gynandropsis gynandra (Cleomaceae) is a cosmopolitan leafy vegetable and medicinal
plant, which has also been used as a model to study C4 photosynthesis due to its …

Reproductive-stage heat stress in cereals: Impact, plant responses and strategies for tolerance improvement

T Zenda, N Wang, A Dong, Y Zhou, H Duan - International Journal of …, 2022 - mdpi.com
Reproductive-stage heat stress (RSHS) poses a major constraint to cereal crop production
by damaging main plant reproductive structures and hampering reproductive processes …

Advances in genomic tools for plant breeding: harnessing DNA molecular markers, genomic selection, and genome editing

R Kumar, SP Das, BU Choudhury, A Kumar… - Biological Research, 2024 - Springer
Conventional pre-genomics breeding methodologies have significantly improved crop yields
since the mid-twentieth century. Genomics provides breeders with advanced tools for whole …

Next-generation bulked segregant analysis for Breeding 4.0

X Wang, L Han, J Li, X Shang, Q Liu, L Li, H Zhang - Cell Reports, 2023 - cell.com
Functional cloning and manipulation of genes controlling various agronomic traits are
important for boosting crop production. Although bulked segregant analysis (BSA) is an …

Chromosome-level baobab genome illuminates its evolutionary trajectory and environmental adaptation

JK Kitony, K Colt, BW Abramson, NT Hartwick… - Nature …, 2024 - nature.com
Baobab (Adansonia digitata) is a long-lived tree endemic to Africa with economic,
ecological, and cultural importance, yet its genomic features are underexplored. Here, we …