Crop Systems Biology : Narrowing the gaps between crop modelling and genetics / edited by Xinyou Yin, Paul C. Struik.
- 1st ed. 2016.
- Cham : Springer International Publishing : Imprint: Springer, 2016.
1 online resource
- Life sciences.
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- Mode of Access: World Wide Web.
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- The Work is an interdisciplinary research approach, combining modern genetics and genomics, traditional physiology and biochemistry, and advanced bioinformatics and crop modelling. It is a rapidly developing field and this book is testimony to its dynamic evolution. It provides examples of how gene regulatory and metabolic networks are included, in a spatially and temporally specific manner, in multi-scale crop modelling and how functional-structural plant modelling in combination with quantitative trait loci analysis is used to advance breeding for architectural traits. It also illustrates how prediction accuracy can profit from the large data sets available on environmental and genotypic variables by integrating physiological and statistical knowledge, and how in silico profiling can be used to unravel genotype × environment × management interactions, to analyse trade-offs between different crop characteristics or to assess yield benefits of specific traits. The Work also demonstrates very contrasting crop types that crop ecophysiology and functional modelling can assist in linking organizational scales, closing the genotype-to-phenotype gap, designing ideotypes for specific environments, evaluating suitability of specific environments for certain genotypes, and supporting model-assisted molecular breeding. This book will appeal to those interested in bridging fundamental plant biology and applied crop science using a diversity of systems modelling approaches.
Chapter 1 Challenges in Integrating Genetic Control in Plant and Crop Models
Chapter 2 Simulating Genotype - Phenotype Interaction Using Extended Functional- Structural Plant Models: Approaches, Applications and Potential Pitfalls
Chapter 3 Modelling of Genotype by Environment Interaction and Prediction of Complex Traits across Multiple Environments as a Synthesis of Crop Growth Modelling, Genetics and Statistics
Chapter 4 Process-Based Simulation Models Are Essential Tools for Virtual Profiling and Design of Ideotypes: Example of Fruit and Root
Chapter 5 Heuristic Exploration of Theoretical Margins for Improving Adaptation of Rice through Crop-Model Assisted Phenotyping
Chapter 6 Limited-Transpiration Trait for Increased Yield for Water-Limited Soybean: From Model to Phenotype to Genotype to Cultivars
Chapter 7 Molecular Breeding for Complex Adaptive Traits - How Integrating Crop Ecophysiology and Modelling Can Enhance Efficiency
Chapter 8 Crop Modeling Approaches for Predicting Phenotype of Grain Legumes with Linkage to Genetic Information
Chapter 9 Modelling QTL-Trait-Crop Relationships: Past Experiences and Future Prospects
Chapter 10 Crop Systems Biology - Where Are We and Where to Go?
- Yin, Xinyou. editor.
Struik, Paul C. editor.
SpringerLink (Online service)
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- Springer eBooks
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- Printed edition:
- Publisher Number:
- 10.1007/978-3-319-20562-5 doi
- Access Restriction:
- Restricted for use by site license.
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