Predicting Longitudinal Traits Derived from High-Throughput Phenomics in Contrasting Environments Using Genomic Legendre Polynomials and B-Splines

by Mehdi Momen, Malachy T. Campbell, Harkamal Walia, Gota Morota
Published 2019-10-01

Utilizing trait networks and structural equation models as tools to interpret multi-trait genome-wide association studies

by Mehdi Momen, Malachy T. Campbell, Harkamal Walia, Gota Morota
Published 2019-09-01

Multi-trait random regression models increase genomic prediction accuracy for a temporal physiological trait derived from high-throughput phenotyping.

by Toshimi Baba, Mehdi Momen, Malachy T Campbell, Harkamal Walia, Gota Morota
Published 2020-01-01

Genomic Bayesian Confirmatory Factor Analysis and Bayesian Network To Characterize a Wide Spectrum of Rice Phenotypes

by Haipeng Yu, Malachy T. Campbell, Qi Zhang, Harkamal Walia, Gota Morota
Published 2019-06-01

Characterization of the transcriptional divergence between the subspecies of cultivated rice (Oryza sativa)

by Malachy T. Campbell, Qian Du, Kan Liu, Sandeep Sharma, Chi Zhang, Harkamal Walia
Published 2020-06-01

A Comprehensive Image-based Phenomic Analysis Reveals the Complex Genetic Architecture of Shoot Growth Dynamics in Rice (Oryza sativa)

by Malachy T. Campbell, Qian Du, Kan Liu, Chris J. Brien, Bettina Berger, Chi Zhang, Harkamal Walia
Published 2017-07-01

Genetic and molecular characterization of submergence response identifies Subtol6 as a major submergence tolerance locus in maize.

by Malachy T Campbell, Christopher A Proctor, Yongchao Dou, Aaron J Schmitz, Piyaporn Phansak, Greg R Kruger, Chi Zhang, Harkamal Walia
Published 2015-01-01

Allelic variants of OsHKT1;1 underlie the divergence between indica and japonica subspecies of rice (Oryza sativa) for root sodium content.

by Malachy T Campbell, Nonoy Bandillo, Fouad Razzaq A Al Shiblawi, Sandeep Sharma, Kan Liu, Qian Du, Aaron J Schmitz, Chi Zhang, Anne-Aliénor Véry, Aaron J Lorenz, Harkamal Walia
Published 2017-06-01

Improving Genomic Prediction for Seed Quality Traits in Oat (Avena sativa L.) Using Trait-Specific Relationship Matrices

by Malachy T. Campbell, Haixiao Hu, Trevor H. Yeats, Lauren J. Brzozowski, Melanie Caffe-Treml, Lucía Gutiérrez, Kevin P. Smith, Mark E. Sorrells, Michael A. Gore, Jean-Luc Jannink, Jean-Luc Jannink
Published 2021-03-01