标题
On to the next chapter for crop breeding: Convergence with data science
作者
关键词
-
出版物
CROP SCIENCE
Volume 60, Issue 2, Pages 639-655
出版商
Wiley
发表日期
2020-03-19
DOI
10.1002/csc2.20054
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- 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
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