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 …
opportunity in shaping modern crop breeding, and is extensively used indoors for plant …
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 …
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 …
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 …
real and inevitable. From rising temperature, which undermines the food production, to …
Biotechnological and digital revolution for climate-smart plant breeding
Climate change, associated with global warming, extreme weather events, and increasing
incidence of weeds, pests and pathogens, is strongly influencing major cropping systems. In …
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 …
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
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 …
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
Modern agriculture and food production systems are facing increasing pressures from
climate change, land and water availability, and, more recently, a pandemic. These factors …
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 …
consideration. However, global agricultural systems are coming under increasing pressure …
[HTML][HTML] Integrating artificial intelligence and high-throughput phenotyping for crop improvement
Crop improvement is crucial for addressing the global challenges of food security and
sustainable agriculture. Recent advancements in high-throughput phenotyping (HTP) …
sustainable agriculture. Recent advancements in high-throughput phenotyping (HTP) …