Bioinformatics for agriculture: High-throughput approaches

This book illustrates the importance and significance of bioinformatics in the field of agriculture. It first introduces the basic concepts of bioinformatics, such as homologous sequence and gene function analyses, determination of protein structures, and discusses machine learning applications for...

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Detalles Bibliográficos
Autor Corporativo: SpringerLink (-)
Otros Autores: Upadhyay, Atul Kumar, editor (editor), Sowdhamini, R, editor, Patil, Virupaksh U, editor
Formato: Libro electrónico
Idioma:Inglés
Publicado: Singapore : Springer Singapore 2021.
Edición:1st ed
Colección:Springer eBooks.
Acceso en línea:Conectar con la versión electrónica
Ver en Universidad de Navarra:https://innopac.unav.es/record=b45565193*spi
Descripción
Sumario:This book illustrates the importance and significance of bioinformatics in the field of agriculture. It first introduces the basic concepts of bioinformatics, such as homologous sequence and gene function analyses, determination of protein structures, and discusses machine learning applications for an in-depth understanding of the desired genes and proteins based on commonly used bioinformatics software and tools, e.g. BLAST, molecular modelling, molecular-docking and simulations, protein-protein and domain-domain interactions. The book also describes recent advances in the high-throughput analysis of whole genome and transcriptome using next-generation sequencing platforms, and functional proteome studies. It also examines the role of computational biology in understanding and improving the nutrient quality and yield of crops. Lastly, the book explores a comprehensive list of applications of bioinformatics to improve plant yield, biomass, and health, and the challenges involved.
Descripción Física:V, 160 páginas : 34 ilustraciones, 15 ilustraciones (color)
Formato:Forma de acceso: World Wide Web.
ISBN:9789813347915