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 …
Machine learning: its challenges and opportunities in plant system biology
Sequencing technologies are evolving at a rapid pace, enabling the generation of massive
amounts of data in multiple dimensions (eg, genomics, epigenomics, transcriptomic …
amounts of data in multiple dimensions (eg, genomics, epigenomics, transcriptomic …
Increase crop resilience to heat stress using omic strategies
Varieties of various crops with high resilience are urgently needed to feed the increased
population in climate change conditions. Human activities and climate change have led to …
population in climate change conditions. Human activities and climate change have led to …
IPOP: an integrative plant multi-omics platform for cross-species comparison and evolutionary study
The advent of high-throughput sequencing technologies has led to the production of a
significant amount of omics data in plants, which serves as valuable assets for conducting …
significant amount of omics data in plants, which serves as valuable assets for conducting …
Genome wide association studies and genomic selection for crop improvement in the era of Big Data
The exploitation of the genetic diversity of crops is essential for breeding purposes, as the
identification of useful/beneficial alleles for target traits within plant genetic resources allows …
identification of useful/beneficial alleles for target traits within plant genetic resources allows …
[HTML][HTML] Integrating multi-omics data for crop improvement
Our agricultural systems are now in urgent need to secure food for a growing world
population. To meet this challenge, we need a better characterization of plant genetic and …
population. To meet this challenge, we need a better characterization of plant genetic and …
Systematic multi-omics integration (MOI) approach in plant systems biology
Across all facets of biology, the rapid progress in high-throughput data generation has
enabled us to perform multi-omics systems biology research. Transcriptomics, proteomics …
enabled us to perform multi-omics systems biology research. Transcriptomics, proteomics …
Understanding Omics Driven Plant Improvement and de novo Crop Domestication: Some Examples
In the current era, one of biggest challenges is to shorten the breeding cycle for rapid
generation of a new crop variety having high yield capacity, disease resistance, high nutrient …
generation of a new crop variety having high yield capacity, disease resistance, high nutrient …
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 …
Digital applications and artificial intelligence in agriculture toward next-generation plant phenotyping
P Tripodi, N Nicastro, C Pane… - Crop and Pasture …, 2022 - CSIRO Publishing
In the upcoming years, global changes in agricultural and environmental systems will
require innovative approaches in crop research to ensure more efficient use of natural …
require innovative approaches in crop research to ensure more efficient use of natural …