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Titlebook: Crop Systems Biology; Narrowing the gaps b Xinyou Yin,Paul C. Struik Book 2016 Springer International Publishing Switzerland 2016 Crop impr

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Book 2016ing many important QTLs/genes. High expectations from genomics, however, are waving back toward the recognition that crop physiology is also important for realistic improvement of crop productivity. Complex processes and networks along various hierarchical levels of crop growth and development can b
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https://doi.org/10.1007/978-3-8348-9280-5-input parameters can be easily phenotyped. The ‘.’ approach is believed ultimately to realize the expected roles of modelling in narrowing genotype-phenotype gaps and predicting the phenotype from genomic data. Such an approach could be an important tool to solve some imminent food-, feed-, and energy-related, ‘real-world’ problems.
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Challenges in Integrating Genetic Control in Plant and Crop Models,ls have been developed to predict crop yield or product quality under fluctuating environments but they are usually calibrated for a single genotype, restricting the validity range of the model itself. To overcome this limitation, genetic control has to be integrated into crop models and genotype × 
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Modelling of Genotype by Environment Interaction and Prediction of Complex Traits across Multiple Eof genotypic and environmental information. Models for phenotype prediction contain a mixture of statistical, genetic and physiological elements. In this chapter, we discuss prediction from linear mixed models (LMMs), with an emphasis on statistics, and prediction from crop growth models (CGMs), wit
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Heuristic Exploration of Theoretical Margins for Improving Adaptation of Rice through Crop-Model Asmation on existing genetic diversity for useful traits. This study attempted an . prediction of margins for genetic improvements of early vigor (biomass produced during vegetative growth) and drought resistance combined, based on virtual recombination of several traits (here . model parameters) with
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Limited-Transpiration Trait for Increased Yield for Water-Limited Soybean: From Model to Phenotype n yield is particularly sensitive to soil water deficits, and seemingly, opportunities exist to increase yield by improving specific plant traits. One trait that has proven to be especially useful is the limited-transpiration trait in which water loss by the plants is constrained by the plant under
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