Comparison of genomic selection models for exploring predictive ability of complex traits in breeding programs

por Lance F. Merrick, Arron H. Carter
Publicado 2021

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

por Rajeev K. Varshney
Publicado 2021

Multitrait machine‐ and deep‐learning models for genomic selection using spectral information in a wheat breeding program

por Karansher Sandhu, Shruti Sunil Patil, Michael Pumphrey, Arron Carter
Publicado 2021

Genetic control and allele variation among soybean maturity groups 000 through IX

por Gustavo Zimmer, Mark J. Miller, Clinton J. Steketee, Scott A. Jackson, Lilian Vanussa Madruga deTunes, Zenglu Li
Publicado 2021

K‐mer counting and curated libraries drive efficient annotation of repeats in plant genomes

por Bruno Contreras‐Moreira, Carla V Filippi, Guy Naamati, Carlos García Girón, James E Allen, Paul Flicek
Publicado 2021

Adult resistance genes to barley powdery mildew confer basal penetration resistance associated with broad‐spectrum resistance

por Cynthia Ge, Elzette Wentzel, Nola D'Souza, Kefei Chen, Richard P Oliver, Simon R Ellwood
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, Jose C. Montesinos‐Lopez, Eduardo Salazar, Jose Alberto Barron, Abelardo Montesinos‐Lopez, Raymundo Buenrostro‐Mariscal, Jose Crossa
Publicado 2021

Genome‐enabled prediction for sparse testing in multi‐environmental wheat trials

por Leonardo Crespo‐Herrera, Reka Howard, Hans‐Peter Piepho, Paulino Pérez‐Rodríguez, Osval Montesinos‐Lopez, Juan Burgueño, Ravi Singh, Suchismita Mondal, Diego Jarquín, Jose Crossa
Publicado 2021

Genomic prediction modeling of soybean biomass using UAV‐based remote sensing and longitudinal model parameters

por Yusuke Toda, Akito Kaga, Hiromi Kajiya‐Kanegae, Tomohiro Hattori, Shuhei Yamaoka, Masanori Okamoto, Hisashi Tsujimoto, Hiroyoshi Iwata
Publicado 2021

Optimizing the setup of multienvironmental hybrid wheat yield trials for boosting the selection capability

por Moritz Lell, Jochen Reif, Yusheng Zhao
Publicado 2021

Genomic variation within the maize stiff‐stalk heterotic germplasm pool

por Nolan Bornowski, Kathryn J. Michel, John P. Hamilton, Shujun Ou, Arun S. Seetharam, Jerry Jenkins, Jane Grimwood, Chris Plott, Shengqiang Shu, Jayson Talag, Megan Kennedy, Hope Hundley, Vasanth R. Singan, Kerrie Barry, Chris Daum, Yuko Yoshinaga, Jeremy Schmutz, Candice N. Hirsch, Matthew B. Hufford, Natalia deLeon, Shawn M. Kaeppler, C. Robin Buell
Publicado 2021

Shaping the biology of citrus: II. Genomic determinants of domestication

por Daniel Gonzalez‐Ibeas, Victoria Ibanez, Estela Perez‐Roman, Carles Borredá, Javier Terol, Manuel Talon
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, Hadi Alipour, Alvina Gul, Li Jing, Reza Darvishzadeh, Rabia Amir, Faiza Munir, Muhammad Kashif Ilyas, Abdul Ghafoor, Sadar Uddin Siddiqui, Paul St. Amand, Amy Bernado, Guihua Bai, Kai Sonder, Awais Rasheed, Zhonghu He, Huihui Li
Publicado 2021

Comprehensive analytical and empirical evaluation of genomic prediction across diverse accessions in maize

por Matthew J. Dzievit, Tingting Guo, Xianran Li, Jianming Yu
Publicado 2021

Genetic loci associated with winter survivorship in diverse lowland switchgrass populations

por Hari P. Poudel, Neal W. Tilhou, Millicent D. Sanciangco, Brieanne Vaillancourt, Shawn M. Kaeppler, C. Robin Buell, Michael D. Casler
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, Clare Mukankusi, Li Li, Winnyfred Amongi, Julius Peter Mbiu, Bodo Raatz, Daniel Ariza, Steve Beebe, Rajeev K. Varshney, Eric Huttner, Brian Kinghorn, Robert Banks, Jean Claude Rubyogo, Kadambot H. M. Siddique, Wallace A. Cowling
Publicado 2021

Global gene expression analysis of pigeonpea with male sterility conditioned by A2 cytoplasm

por Abhishek Bohra, Gandam Prasad, Abhishek Rathore, Rachit K Saxena, Satheesh Naik SJ, Shalini Pareek, Rintu Jha, Lekha Pazhamala, Dibendu Datta, Gaurav Pandey, Abha Tiwari, Alok Kumar Maurya, Khela Ram Soren, Mohd Akram, Rajeev K Varshney, Narendra P Singh
Publicado 2021

Identification of anthracnose race 1 resistance loci in lentil by integrating linkage mapping and genome‐wide association study

por Tadesse Gela, Larissa Ramsay, Teketel A. Haile, Albert Vandenberg, Kirstin Bett
Publicado 2021

Experimental evaluation of genomic selection prediction for rust resistance in sugarcane

por Md S. Islam, Per H. McCord, Marcus O. Olatoye, Lifang Qin, Sushma Sood, Alexander Edward Lipka, James R. Todd
Publicado 2021

Characterization of heterosis and genomic prediction‐based establishment of heterotic patterns for developing better hybrids in pigeonpea

por Rachit K. Saxena, Yong Jiang, Aamir W Khan, Yusheng Zhao, Vikas Kumar Singh, Abhishek Bohra, Muniswamy Sonappa, Abhishek Rathore, C.V. Sameer Kumar, Kulbhushan Saxena, Jochen Reif, Rajeev K. Varshney
Publicado 2021