The Plant Genome special issue: Advances in genomic selection and application of machine learning in genomic prediction for crop improvement

Código QR

The Plant Genome special issue: Advances in genomic selection and application of machine learning in genomic prediction for crop improvement

Guardado en:

Detalles Bibliográficos
Autor principal:	Rajeev K. Varshney
Formato:	article
Lenguaje:	EN
Publicado:	Wiley 2021
Materias:	Plant culture SB1-1110 Genetics QH426-470
Acceso en línea:	https://doaj.org/article/aec314e8cf9e405295e5b64c0308403f
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

The application of pangenomics and machine learning in genomic selection in plants
por: Philipp E. Bayer, et al.
Publicado: (2021)

Deep‐learning power and perspectives for genomic selection
por: Osval Antonio Montesinos‐López, et al.
Publicado: (2021)

Multitrait machine‐ and deep‐learning models for genomic selection using spectral information in a wheat breeding program
por: Karansher Sandhu, et al.
Publicado: (2021)

Experimental evaluation of genomic selection prediction for rust resistance in sugarcane
por: Md S. Islam, et al.
Publicado: (2021)

Gain from genomic selection for a selection index in two‐row spring barley
por: Daniel W. Sweeney, et al.
Publicado: (2021)

Characterization of heterosis and genomic prediction‐based establishment of heterotic patterns for developing better hybrids in pigeonpea
por: Rachit K. Saxena, et al.
Publicado: (2021)

Multivariate genomic analysis and optimal contributions selection predicts high genetic gains in cooking time, iron, zinc, and grain yield in common beans in East Africa
por: Renu Saradadevi, et al.
Publicado: (2021)

Subsampling and DNA pooling can increase gains through genomic selection in switchgrass
por: Neal Wepking Tilhou, et al.
Publicado: (2021)

K‐mer counting and curated libraries drive efficient annotation of repeats in plant genomes
por: Bruno Contreras‐Moreira, et al.
Publicado: (2021)

Genomic selection of parents and crosses beyond the native gene pool of a breeding program
por: Sebastian Michel, et al.
Publicado: (2021)

Comparison of genomic selection models for exploring predictive ability of complex traits in breeding programs
por: Lance F. Merrick, et al.
Publicado: (2021)

A genome sequence resource for the genus Passiflora, the genome of the wild diploid species Passiflora organensis
por: Zirlane Portugal Costa, et al.
Publicado: (2021)

Application of a Poisson deep neural network model for the prediction of count data in genome‐based prediction
por: Osval A. Montesinos‐Lopez, et al.
Publicado: (2021)

Shaping the biology of citrus: I. Genomic determinants of evolution
por: Daniel Gonzalez‐Ibeas, et al.
Publicado: (2021)

Shaping the biology of citrus: II. Genomic determinants of domestication
por: Daniel Gonzalez‐Ibeas, et al.
Publicado: (2021)

Training set design in genomic prediction with multiple biparental families
por: Xintian Zhu, et al.
Publicado: (2021)

Genome‐enabled prediction for sparse testing in multi‐environmental wheat trials
por: Leonardo Crespo‐Herrera, et al.
Publicado: (2021)

Genomic variation within the maize stiff‐stalk heterotic germplasm pool
por: Nolan Bornowski, et al.
Publicado: (2021)

Deep neural networks for genomic prediction do not estimate marker effects
por: Jordan Ubbens, et al.
Publicado: (2021)

Comprehensive analytical and empirical evaluation of genomic prediction across diverse accessions in maize
por: Matthew J. Dzievit, et al.
Publicado: (2021)

Environment characterization and genomic prediction for end‐use quality traits in soft white winter wheat
por: Meriem Aoun, et al.
Publicado: (2021)

Accelerating wheat breeding for end‐use quality through association mapping and multivariate genomic prediction
por: Shichen Zhang‐Biehn, et al.
Publicado: (2021)

Genomic prediction modeling of soybean biomass using UAV‐based remote sensing and longitudinal model parameters
por: Yusuke Toda, et al.
Publicado: (2021)

Assessing combining abilities, genomic data, and genotype × environment interactions to predict hybrid grain sorghum performance
por: Jales M. O. Fonseca, et al.
Publicado: (2021)

Identification of anthracnose race 1 resistance loci in lentil by integrating linkage mapping and genome‐wide association study
por: Tadesse Gela, et al.
Publicado: (2021)

Characterization of the genetic basis of local adaptation of wheat landraces from Iran and Pakistan using genome‐wide association study
por: Uzma Hanif, et al.
Publicado: (2021)

A near‐complete genome sequence of mungbean (Vigna radiata L.) provides key insights into the modern breeding program
por: Jungmin Ha, et al.
Publicado: (2021)

Novel stripe rust all‐stage resistance loci identified in a worldwide collection of durum wheat using genome‐wide association mapping
por: Meriem Aoun, et al.
Publicado: (2021)

Genetic basis for lentil adaptation to summer cropping in northern temperate environments
por: Teketel A. Haile, et al.
Publicado: (2021)

Global gene expression analysis of pigeonpea with male sterility conditioned by A2 cytoplasm
por: Abhishek Bohra, et al.
Publicado: (2021)

Optimizing the setup of multienvironmental hybrid wheat yield trials for boosting the selection capability
por: Moritz Lell, et al.
Publicado: (2021)

Machine learning to predict the source of campylobacteriosis using whole genome data.
por: Nicolas Arning, et al.
Publicado: (2021)

Identification of a genomic reservoir for new TRIM genes in primate genomes.
por: Kyudong Han, et al.
Publicado: (2011)

The genomic ecosystem of transposable elements in maize.
por: Michelle C Stitzer, et al.
Publicado: (2021)

Endogenous viral elements in animal genomes.
por: Aris Katzourakis, et al.
Publicado: (2010)

Changes in colorectal carcinoma genomes under anti-EGFR therapy identified by whole-genome plasma DNA sequencing.
por: Sumitra Mohan, et al.
Publicado: (2014)

Genetic and phenotypic characterization of rice grain quality traits to define research strategies for improving rice milling, appearance, and cooking qualities in Latin America and the Caribbean
por: Maribel Cruz, et al.
Publicado: (2021)

Grass pea natural variation reveals oligogenic resistance to Fusarium oxysporum f. sp. pisi
por: Ana Margarida Sampaio, et al.
Publicado: (2021)

Genetic control of kernel compositional variation in a maize diversity panel
por: Jonathan S. Renk, et al.
Publicado: (2021)

QTL for seed shattering and threshability in intermediate wheatgrass align closely with well‐studied orthologs from wheat, barley, and rice
por: Kayla R. Altendorf, et al.
Publicado: (2021)