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000752480 019__ $$a930041231$$a932167625$$a936860976
000752480 020__ $$a9783319205625$$q(electronic book)
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000752480 0247_ $$a10.1007/978-3-319-20562-5$$2doi
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000752480 24500 $$aCrop systems biology$$h[electronic resource] :$$bnarrowing the gaps between crop modelling and genetics / Xinyou Yin, Paul C. Struik, editors.
000752480 264_1 $$aCham :$$bSpringer Science and Business Media,$$c2016.
000752480 300__ $$a1 online resource
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000752480 337__ $$acomputer$$bc$$2rdamedia
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000752480 5050_ $$aPreface -- Author Index -- 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? -- Index.
000752480 506__ $$aAccess limited to authorized users.
000752480 520__ $$aThe 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.
000752480 588__ $$aOnline resource; title from PDF title page (viewed November 24, 2015)
000752480 650_0 $$aCrops$$xGrowth$$xMathematical models.
000752480 650_0 $$aCrops$$xGenetics.
000752480 7001_ $$aYin, Xinyou,$$eeditor.
000752480 7001_ $$aStruik, Paul C.,$$eeditor.
000752480 77608 $$iPrint version:$$z3319205617$$z9783319205618$$w(OCoLC)910411978
000752480 852__ $$bebk
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