Genomic selection: A tool for accelerating the efficiency of molecular breeding for development of climate-resilient crops
Since the inception of the theory and conceptual framework of genomic selection (GS),
extensive research has been done on evaluating its efficiency for utilization in crop …
extensive research has been done on evaluating its efficiency for utilization in crop …
Impacts of nitrogen and phosphorus: from genomes to natural ecosystems and agriculture
MS Guignard, AR Leitch, C Acquisti… - Frontiers in Ecology …, 2017 - frontiersin.org
Nitrogen (N) and/or phosphorus (P) availability can limit growth of primary producers across
most of the world's aquatic and terrestrial ecosystems. These constraints are commonly …
most of the world's aquatic and terrestrial ecosystems. These constraints are commonly …
[HTML][HTML] Machine learning approaches for crop improvement: Leveraging phenotypic and genotypic big data
H Tong, Z Nikoloski - Journal of plant physiology, 2021 - Elsevier
Highly efficient and accurate selection of elite genotypes can lead to dramatic shortening of
the breeding cycle in major crops relevant for sustaining present demands for food, feed …
the breeding cycle in major crops relevant for sustaining present demands for food, feed …
Nitrogen use efficiency in rapeseed. A review
AS Bouchet, A Laperche, C Bissuel-Belaygue… - Agronomy for …, 2016 - Springer
Mineral nitrogen fertilization has improved crop yield over the last century but has also
caused air and water pollution. Reduction of nitrogen inputs and maintaining high yields are …
caused air and water pollution. Reduction of nitrogen inputs and maintaining high yields are …
The application of pangenomics and machine learning in genomic selection in plants
Genomic selection approaches have increased the speed of plant breeding, leading to
growing crop yields over the last decade. However, climate change is impacting current and …
growing crop yields over the last decade. However, climate change is impacting current and …
Improving genetic gain with genomic selection in autotetraploid potato
Potato (Solanum tuberosum L.) breeders consider a large number of traits during cultivar
development and progress in conventional breeding can be slow. There is accumulating …
development and progress in conventional breeding can be slow. There is accumulating …
Exploring the gene pool of Brassica napus by genomics‐based approaches
D Hu, J Jing, RJ Snowdon, AS Mason… - Plant Biotechnology …, 2021 - Wiley Online Library
De novo allopolyploidization in Brassica provides a very successful model for reconstructing
polyploid genomes using progenitor species and relatives to broaden crop gene pools and …
polyploid genomes using progenitor species and relatives to broaden crop gene pools and …
Haplotype blocks for genomic prediction: a comparative evaluation in multiple crop datasets
SE Weber, M Frisch, RJ Snowdon… - Frontiers in Plant …, 2023 - frontiersin.org
In modern plant breeding, genomic selection is becoming the gold standard for selection of
superior genotypes. The basis for genomic prediction models is a set of phenotyped lines …
superior genotypes. The basis for genomic prediction models is a set of phenotyped lines …
A user guide to the Brassica 60K Illumina Infinium™ SNP genotyping array
Abstract The Brassica napus 60K Illumina Infinium™ SNP array has had huge international
uptake in the rapeseed community due to the revolutionary speed of acquisition and ease of …
uptake in the rapeseed community due to the revolutionary speed of acquisition and ease of …
Plant breeding for harmony between sustainable agriculture, the environment, and global food security: an era of genomics‐assisted breeding
Main conclusion Genomics-assisted breeding represents a crucial frontier in enhancing the
balance between sustainable agriculture, environmental preservation, and global food …
balance between sustainable agriculture, environmental preservation, and global food …