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Emerging Omics Technologies for Sustainable Agriculture cover

Emerging Omics Technologies for Sustainable Agriculture

by Geerten W. Vuister, Ajay Kumar, Navaneet Chaturvedi, Gustavo Santoyo

1st Edition

Publisher: Academic Press

(0 reviews)
Agricultural Sciences

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Book Details

Print ISBN9780443403163
eText ISBN9780443403170
PublisherAcademic Press
Publishing Year2026
Edition1st Edition
LanguageEnglish
Pages512

Emerging Omics Technologies for Sustainable Agriculture, 1st Edition presents a comprehensive academic overview of how genomics, proteomics, and artificial intelligence apply to sustainable agricultural production. The text examines how biological data and computational tools combine to support efficient crop management. It assists researchers and academics in agricultural and crop sciences who require systematic technical insights into modern crop systems.

The volume explores methods in precision farming designed to optimize crop yield while reducing environmental impact. It details technical developments across transcriptomics, phenomics, and genome editing targeted toward crop improvement. Furthermore, these biological and computational frameworks extend directly to continuous soil health monitoring across varied agricultural environments.

A dedicated section examines cryopreservation processes for virus eradication in horticultural species, offering a concrete example of specialized plant protection. This publication provides agricultural scientists and academic researchers with a structured reference for integrating omics research into sustainable farming strategies.

Table of Contents

  1. Chapter 1: Introduction to emerging omics technologies and sustainable agricultural practices

  2. Chapter 2: Introduction to technological advancements in smart agriculture

  3. Chapter 3: Comparative genomics: insights into enhancing disease resistance in crops

  4. Chapter 4: Advancements in DNA storage: innovations, challenges, and the road ahead

  5. Chapter 5: Precision crop breeding: integrating pan-genomics, CRISPR, and machine learning

  6. Chapter 6: Microbiome dynamics in agricultural systems: from root–microbe interactions to sustainable practices

  7. Chapter 7: Microbial threats in agricultural crops and their management through artificial intelligence approaches

  8. Chapter 8: Agriculture meets artificial intelligence: revolutionizing farming practices through technology

  9. Chapter 9: Machine learning models for crop yield prediction

  10. Chapter 10: Metagenomics and the soil microbiome: shaping the future of sustainable agriculture

  11. Chapter 11: Introduction to technological advancements in smart farming practices

  12. Chapter 12: Climate-resilient agriculture: harnessing cutting-edge technologies for innovation

  13. Chapter 13: Introduction, challenges, and application of artificial intelligence and the Internet of Things for sustainable agriculture

  14. Chapter 14: Role of cryopreservation in plant virus eradication in horticulture

  15. Chapter 15: Emerging omics technologies to combat herbicide-resistant weeds

  16. Chapter 16: Application of machine learning in predicting biochar performance for soil–metal interactions

  17. Chapter 17: Machine learning innovations for accurate crop yield forecasting

  18. Chapter 18: Integrative proteomics, microbiome-based and molecular approaches with implications in plant health management

  19. Chapter 19: Impact of climate change on plant–microbe interactions in agroecosystems

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