• The role of crop growth models in crop improvement: integrating phenomics, envirotyping and genomic prediction
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The role of crop growth models in crop improvement: integrating phenomics, envirotyping and genomic prediction

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The chapter highlights the interplay of high throughput phenotyping with crop growth models (CGMs). The chapter shows how crop models can be used to explore knowledge of phenotype, environment and ...
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  • 27 June 2022
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The chapter highlights the interplay of high throughput phenotyping with crop growth models (CGMs). The chapter shows how crop models can be used to explore knowledge of phenotype, environment and genotype to better understand and predict their complex interrelationships. It describes how CGMs have been used in envirotyping and in setting targets for phenotyping programs. It also describes current limitations in modelling, how these are being addressed as well as emerging trends.
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Price: £25.00
Publisher: Burleigh Dodds Science Publishing
Imprint: Burleigh Dodds Science Publishing
Series: Burleigh Dodds Series in Agricultural Science
Publication Date: 27 June 2022
ISBN: 9781801465311
Format: eBook
BISACs:

TECHNOLOGY & ENGINEERING / Agriculture / Agronomy / Crop Science, Agronomy and crop production, TECHNOLOGY & ENGINEERING / Agriculture / Sustainable Agriculture, TECHNOLOGY & ENGINEERING / Agriculture / Agronomy / General, Sustainable agriculture, Plant biology
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1 Introduction 2 Crop growth models to understand gene × environment × management interactions 3 The role of crop simulation modelling in envirotyping 4 The role of crop models in defining phenotyping methods and targets 5 Crop models of the future: how can they gain from the current developments in phenotyping? 6 Integrating statistical genetic models and crop growth models (SGM–CGM) 7 Where to look for further information 8 References