Crop Systems Biology Narrowing the gaps between crop modelling and genetics

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Veröffentlicht: Cham Springer International Publishing 2016
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Datensatz im Suchindex

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adam_text CROP SYSTEMS BIOLOGY / : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS PREFACE 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 DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. CROP SYSTEMS BIOLOGY / : 2016 ABSTRACT / INHALTSTEXT THEWORKIS 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. ITPROVIDES 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.THEWORK ALSODEMONSTRATESVERY 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 TOTHOSE INTERESTED IN BRIDGING FUNDAMENTAL PLANT BIOLOGY AND APPLIED CROP SCIENCE USING A DIVERSITY OF SYSTEMS MODELLING APPROACHES DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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spellingShingle Crop Systems Biology Narrowing the gaps between crop modelling and genetics
Life sciences
Agriculture
Systems biology
Plant genetics
Plant physiology
Life Sciences
Systems Biology
Plant Genetics & Genomics
Plant Physiology
Biowissenschaften
Landwirtschaft
title Crop Systems Biology Narrowing the gaps between crop modelling and genetics
title_auth Crop Systems Biology Narrowing the gaps between crop modelling and genetics
title_exact_search Crop Systems Biology Narrowing the gaps between crop modelling and genetics
title_full Crop Systems Biology Narrowing the gaps between crop modelling and genetics edited by Xinyou Yin, Paul C. Struik
title_fullStr Crop Systems Biology Narrowing the gaps between crop modelling and genetics edited by Xinyou Yin, Paul C. Struik
title_full_unstemmed Crop Systems Biology Narrowing the gaps between crop modelling and genetics edited by Xinyou Yin, Paul C. Struik
title_short Crop Systems Biology
title_sort crop systems biology narrowing the gaps between crop modelling and genetics
title_sub Narrowing the gaps between crop modelling and genetics
topic Life sciences
Agriculture
Systems biology
Plant genetics
Plant physiology
Life Sciences
Systems Biology
Plant Genetics & Genomics
Plant Physiology
Biowissenschaften
Landwirtschaft
topic_facet Life sciences
Agriculture
Systems biology
Plant genetics
Plant physiology
Life Sciences
Systems Biology
Plant Genetics & Genomics
Plant Physiology
Biowissenschaften
Landwirtschaft
url https://doi.org/10.1007/978-3-319-20562-5
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