eBook - ePub
Emerging Omics Technologies for Sustainable Agriculture
- 487 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
Emerging Omics Technologies for Sustainable Agriculture
About this book
Emerging Omics Technologies for Sustainable Agriculture provides a comprehensive overview of the transformative potential of advanced tools such as AI, genomics and proteomics to ensure future agricultural production.The integration of genomics, transcriptomics, proteomics, and metabolomics has advanced the understanding of plant and microbial systems and the application of this knowledge has enabled precision farming, optimizing crop yield and minimizing environmental impact. There are unprecedented opportunities to enhance crop yields, improve pest and disease management, to optimize resource utilization and to mitigate environmental impacts. Through the use of advanced data analytics, machine learning, and predictive modeling, researchers can decipher complex biological processes and develop innovative solutions for agricultural challenges.Emerging Omics Technologies for Sustainable Agriculture explores the advancements in AI-driven omics technologies, such as genome editing, transcriptomics, and phenomics, and their applications in crop improvement, soil health monitoring, and precision agriculture.
- Highlights novel emerging technologies in precision agriculture
- Includes AI and omics in crop protection
- Explores the use of cryopreservation processes for virus eradication in horticultural species
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Information
Subtopic
BiotechnologyTable of contents
- Title of Book
- Cover image
- Title page
- Table of Contents
- Copyright
- List of contributors
- Chapter 1 Introduction to emerging omics technologies and sustainable agricultural practices
- Chapter 2 Introduction to technological advancements in smart agriculture
- Chapter 3 Comparative genomics: insights into enhancing disease resistance in crops
- Chapter 4 Advancements in DNA storage: innovations, challenges, and the road ahead
- Chapter 5 Precision crop breeding: integrating pan-genomics, CRISPR, and machine learning
- Chapter 6 Microbiome dynamics in agricultural systems: from root–microbe interactions to sustainable practices
- Chapter 7 Microbial threats in agricultural crops and their management through artificial intelligence approaches
- Chapter 8 Agriculture meets artificial intelligence: revolutionizing farming practices through technology
- Chapter 9 Machine learning models for crop yield prediction
- Chapter 10 Metagenomics and the soil microbiome: shaping the future of sustainable agriculture
- Chapter 11 Introduction to technological advancements in smart farming practices
- Chapter 12 Climatic resilient agriculture: harnessing cutting-edge technologies for innovation
- Chapter 13 Introduction, challenges, and application of artificial intelligence and Internet of Things for sustainable agriculture
- Chapter 14 Role of cryopreservation in plant virus eradication in horticulture
- Chapter 15 Emerging omics technologies to combat herbicide-resistant weeds
- Chapter 16 Application of machine learning in predicting biochar performance for soil–metal interactions
- Chapter 17 Machine learning innovations for accurate crop yield forecasting
- Chapter 18 Integrative proteomics, microbiome-based and molecular approaches with implications in plant health management
- Chapter 19 Impact of climate change on plant–microbe interactions in agroecosystems
- Index
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Yes, you can access Emerging Omics Technologies for Sustainable Agriculture by Geerten W. Vuister,Ajay Kumar,Navaneet Chaturvedi,Gustavo Santoyo in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Biotechnology. We have over 1.5 million books available in our catalogue for you to explore.