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Full Description
Designer Crops: Implications of Artificial Intelligence and Modern Biotechnological Methods is an exploration of the global impact of environmental challenges and climate change on crop productivity. This comprehensive guide reveals how abiotic and biotic stresses, coupled with shifting climatic conditions, have significantly affected traditional cropping systems and crop yields worldwide. This book discusses designer crops and climate-resilient and super cropping systems by applying diverse information from biotechnology, crop breeding, machine learning, and automation in agriculture. The book showcases the evolution of technologies such as high-throughput genome sequencing, artificial intelligence, and precision breeding, revolutionizing crop design for enhanced disease resistance, nutritional value, and increased yields. The book examines modern biotechnological tools and speed breeding strategies, offering a glimpse into the promising future of super crop development. It includes contributions from leading global experts on artificial intelligence in agriculture, machine learning for smart agricultural practices, and climate-resilient cropping strategies. From climate-smart agricultural practices to sustainable development strategies, each chapter offers valuable knowledge and practical solutions to navigate the challenges of modern agriculture and propel the industry towards a future of innovation and sustainability. The initial chapters focus on advancements in CRISPR-Cas-mediated genome engineering, trait stacking, and multiplexing techniques, whereas the subsequent chapters dive into automation in agricultural practices, digital farming, and the integration of remote sensing and drone technologies as key components in climate-smart crop design and super cropping strategies. Designer Crops is a vital reference for upper-level undergraduate students in the fields of crop science, biotechnology, and sustainable agriculture. It is also useful for researchers and professionals working in food technology, agricultural automation, and environmental consulting.
Contents
1. Designer crops: An overview and future perspectives
2. Artificial Intelligence in Agriculture: stretegies and challenges
3. Automation in agriculture: Strategies and applications
4. Remote Sensing Applications for Crop Modelling: Strategies and Future Challenges
5. Digital Farming: Current status and future strategies
6. Pan-Genomes: Applications in crop designing
7. Genic bioprospecting for stress resistant designer crops
8. Transgenic crops, an update from the field and implications
9. Trait stacking stretegies, applications and future perspectives
10. Genome editing stretegies and implications in future crop designing
11. Precision breeding for the development of smart fruit crops
12. Climate resilient crops: Modern strategies and challenges
13. Application of synthetic biology in future crop designing
14. Harnessing Speed Breeding to revolutionize crop cultivation: Insights and prospects
15. Designing of disease free crops using artificial Intelligence and biotechnological tools
16. Gene Mining and Introgression Strategies from Wild Relatives for Trait Improvement in Conventional Crops: Potato a Case Study
17. Genetic Engineering for Environmental Sustainability
18. Microbial Metagenomics Technology for Sustainable Agriculture and Environment
19. Biotechnological Interventions for Designing Climate Smart Crops
