Applications of artificial intelligence in climate-resilient smart-crop breeding

MHU Khan, S Wang, J Wang, S Ahmar… - International Journal of …, 2022 - mdpi.com
Recently, Artificial intelligence (AI) has emerged as a revolutionary field, providing a great
opportunity in shaping modern crop breeding, and is extensively used indoors for plant …

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 …

Integrating speed breeding with artificial intelligence for developing climate-smart crops

KK Rai - Molecular biology reports, 2022 - Springer
Introduction In climate change, breeding crop plants with improved productivity,
sustainability, and adaptability has become a daunting challenge to ensure global food …

[HTML][HTML] Smart breeding for climate resilient agriculture

HS Bakala, G Singh, P Srivastava - Plant breeding-current and …, 2020 - intechopen.com
Human society is at a turning point of its time as climate change is becoming more and more
real and inevitable. From rising temperature, which undermines the food production, to …

Biotechnological and digital revolution for climate-smart plant breeding

F Taranto, A Nicolia, S Pavan, P De Vita, N D'Agostino - Agronomy, 2018 - mdpi.com
Climate change, associated with global warming, extreme weather events, and increasing
incidence of weeds, pests and pathogens, is strongly influencing major cropping systems. In …

Integration of multi-omics technologies for crop improvement: status and prospects

R Zhang, C Zhang, C Yu, J Dong, J Hu - Frontiers in Bioinformatics, 2022 - frontiersin.org
With the rapid development of next-generation sequencing (NGS), multi-omics techniques
have been emerging as effective approaches for crop improvement. Here, we focus mainly …

Smart breeding approaches in post-genomics era for developing climate-resilient food crops

RZ Naqvi, HA Siddiqui, MA Mahmood… - Frontiers in Plant …, 2022 - frontiersin.org
Improving the crop traits is highly required for the development of superior crop varieties to
deal with climate change and the associated abiotic and biotic stress challenges. Climate …

[HTML][HTML] The potential of remote sensing and artificial intelligence as tools to improve the resilience of agriculture production systems

J Jung, M Maeda, A Chang, M Bhandari… - Current Opinion in …, 2021 - Elsevier
Modern agriculture and food production systems are facing increasing pressures from
climate change, land and water availability, and, more recently, a pandemic. These factors …

Multi-omics revolution to promote plant breeding efficiency

U Mahmood, X Li, Y Fan, W Chang, Y Niu, J Li… - Frontiers in Plant …, 2022 - frontiersin.org
Crop production is the primary goal of agricultural activities, which is always taken into
consideration. However, global agricultural systems are coming under increasing pressure …

[HTML][HTML] Integrating artificial intelligence and high-throughput phenotyping for crop improvement

M Sheikh, F Iqra, H Ambreen, KA Pravin, M Ikra… - Journal of Integrative …, 2024 - Elsevier
Crop improvement is crucial for addressing the global challenges of food security and
sustainable agriculture. Recent advancements in high-throughput phenotyping (HTP) …