Breeding drought-tolerant maize hybrids for the US corn-belt: discovery to product

M Cooper, C Gho, R Leafgren, T Tang… - Journal of …, 2014 - academic.oup.com
Germplasm, genetics, phenotyping, and selection, combined with a clear definition of
product targets, are the foundation of successful hybrid maize breeding. Breeding maize …

Predicting the future of plant breeding: complementing empirical evaluation with genetic prediction

M Cooper, CD Messina, D Podlich… - Crop and Pasture …, 2014 - CSIRO Publishing
For the foreseeable future, plant breeding methodology will continue to unfold as a practical
application of the scaling of quantitative biology. These efforts to increase the effective scale …

Genomic selection accuracy using multifamily prediction models in a wheat breeding program

EL Heffner, JL Jannink, ME Sorrells - The Plant Genome, 2011 - Wiley Online Library
Genomic selection (GS) uses genome‐wide molecular marker data to predict the genetic
value of selection candidates in breeding programs. In plant breeding, the ability to produce …

QTL for root angle and number in a population developed from bread wheats (Triticum aestivum) with contrasting adaptation to water-limited environments

J Christopher, M Christopher, R Jennings… - Theoretical and Applied …, 2013 - Springer
Root architecture traits in wheat are important in deep soil moisture acquisition and may be
used to improve adaptation to water-limited environments. The genetic architecture of two …

Mapping QTL for agronomic traits in breeding populations

T Würschum - Theoretical and Applied Genetics, 2012 - Springer
Detection of quantitative trait loci (QTL) in breeding populations offers the advantage that
these QTL are of direct relevance for the improvement of crops via knowledge-based …

Use of crop growth models with whole‐genome prediction: application to a maize multienvironment trial

M Cooper, F Technow, C Messina, C Gho… - Crop Science, 2016 - Wiley Online Library
High throughput genotyping, phenotyping, and envirotyping applied within plant breeding
multienvironment trials (METs) provide the data foundations for selection and tackling …

Yield–trait performance landscapes: from theory to application in breeding maize for drought tolerance

CD Messina, D Podlich, Z Dong… - Journal of …, 2011 - academic.oup.com
The effectiveness of breeding strategies to increase drought resistance in crops could be
increased further if some of the complexities in gene-to-phenotype (G→ P) relations …

Detection and use of QTL for complex traits in multiple environments

FA van Eeuwijk, MCAM Bink, K Chenu… - Current opinion in plant …, 2010 - Elsevier
QTL mapping methods for complex traits are challenged by new developments in marker
technology, phenotyping platforms, and breeding methods. In meeting these challenges …

Analysis of natural allelic variation in Arabidopsis using a multiparent recombinant inbred line population

X Huang, MJ Paulo, M Boer, S Effgen… - Proceedings of the …, 2011 - National Acad Sciences
To exploit the diversity in Arabidopsis thaliana, eight founder accessions were crossed to
produce six recombinant inbred line (RIL) subpopulations, together called an Arabidopsis …

Genomewide predictions from maize single-cross data

JM Massman, A Gordillo, RE Lorenzana… - Theoretical and applied …, 2013 - Springer
Maize (Zea mays L.) breeders evaluate many single-cross hybrids each year in multiple
environments. Our objective was to determine the usefulness of genomewide predictions …