On to the next chapter for crop breeding: Convergence with data science

Usefulness Criterion and Post-selection Parental Contributions in Multi-parental Crosses: Application to Polygenic Trait Introgression

(2019) Antoine Allier et al.   G3-Genes Genomes Genetics

Leveraging biological insight and environmental variation to improve phenotypic prediction: Integrating crop growth models (CGM) with whole genome prediction (WGP)

(2018) C.D. Messina et al.   EUROPEAN JOURNAL OF AGRONOMY

Integrating modelling and phenotyping approaches to identify and screen complex traits: transpiration efficiency in cereals

(2018) K Chenu et al.   JOURNAL OF EXPERIMENTAL BOTANY

Non-additive Effects in Genomic Selection

(2018) Luis Varona et al.   Frontiers in Genetics

Multi-objective optimized genomic breeding strategies for sustainable food improvement

(2018) Deniz Akdemir et al.   HEREDITY

Multilayer Networks in a Nutshell

(2018) Alberto Aleta et al.   Annual Review of Condensed Matter Physics

The Predicted Cross Value for Genetic Introgression of Multiple Alleles

(2017) Ye Han et al.   GENETICS

WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas

(2017) Stephen E. Fick et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Portfolio optimization for seed selection in diverse weather scenarios

(2017) Oskar Marko et al.   PLoS One

Vinobot and Vinoculer: Two Robotic Platforms for High-Throughput Field Phenotyping

(2017) Ali Shafiekhani et al.   SENSORS

The Predicted Cross Value for Genetic Introgression of Multiple Alleles

(2017) Ye Han et al.   GENETICS

Rapid breeding and varietal replacement are critical to adaptation of cropping systems in the developing world to climate change

(2017) Gary N. Atlin et al.   Global Food Security-Agriculture Policy Economics and Environment

A Hierarchical Bayesian Estimation Model for Multienvironment Plant Breeding Trials in Successive Years

(2016) Diego Jarquín et al.   CROP SCIENCE

A Simulation-Based Approach for Evaluating the Efficiency of Multienvironment Trial Designs

(2016) K. Kleinknecht et al.   CROP SCIENCE

Use of Crop Growth Models with Whole-Genome Prediction: Application to a Maize Multienvironment Trial

(2016) Mark Cooper et al.   CROP SCIENCE

Advanced Analytics for Agricultural Product Development

(2016) Joseph Byrum et al.   INTERFACES

Genetic architecture of nonadditive inheritance inArabidopsis thalianahybrids

(2016) Danelle K. Seymour et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Integrating Crop Growth Models with Whole Genome Prediction through Approximate Bayesian Computation

(2015) Frank Technow et al.   PLoS One

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

(2014) Mark Cooper et al.   Crop & Pasture Science

Bayesian Inference of Natural Rankings in Incomplete Competition Networks

(2014) Juyong Park et al.   Scientific Reports

Regularized Machine Learning in the Genetic Prediction of Complex Traits

(2014) Sebastian Okser et al.   PLoS Genetics

Increased Genomic Prediction Accuracy in Wheat Breeding Through Spatial Adjustment of Field Trial Data

(2013) Bettina Lado et al.   G3-Genes Genomes Genetics

Genome-enabled prediction of genetic values using radial basis function neural networks

(2012) J. M. González-Camacho et al.   THEORETICAL AND APPLIED GENETICS

Predicting complex quantitative traits with Bayesian neural networks: a case study with Jersey cows and wheat

(2011) Daniel Gianola et al.   BMC GENETICS

Genomic Selection in Plant Breeding: A Comparison of Models

(2011) Nicolas Heslot et al.   CROP SCIENCE

Quantifying physiological determinants of genetic variation for yield potential in sunflower. SUNFLO: a model-based analysis

(2011) Jérémie Lecoeur et al.   FUNCTIONAL PLANT BIOLOGY

The thermal zones of the Earth according to the duration of hot, moderate and cold periods and to the impact of heat on the organic world

(2011) Wladimir Köppen   METEOROLOGISCHE ZEITSCHRIFT

An Analysis of the Pricing of Traits in the U.S. Corn Seed Market

(2010) G. Shi et al.   AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS

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

(2010) Carlos D. Messina et al.   JOURNAL OF EXPERIMENTAL BOTANY

Adapting APSIM to model the physiology and genetics of complex adaptive traits in field crops

(2010) Graeme L. Hammer et al.   JOURNAL OF EXPERIMENTAL BOTANY

Genotype-phenotype mapping and the end of the 'genes as blueprint' metaphor

(2010) M. Pigliucci   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Predictive mapping of reef fish species richness, diversity and biomass in Zanzibar using IKONOS imagery and machine-learning techniques

(2010) Anders Knudby et al.   REMOTE SENSING OF ENVIRONMENT

Species Distribution Models: Ecological Explanation and Prediction Across Space and Time

(2009) Jane Elith et al.   Annual Review of Ecology Evolution and Systematics

Epigenetic Inheritance and the Missing Heritability Problem

(2009) M. Slatkin   GENETICS

With ‘Phenomics,’ Plant Scientists Hope to Shift Breeding Into Overdrive

(2009) Elizabeth Finkel   SCIENCE