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Plant Breeding and Cultivar Development features an optimal balance between classical and modern tools and techniques related to plant breeding. Written for a global audience and based on the extensive international experience of the authors, the book features pertinent examples from major and minor world crops. Advanced data analytics (machine learning), phenomics and artificial intelligence are explored in the book's 30 chapters that cover classical and modern plant breeding. By presenting these advancements in specific detail, private and public sector breeding programs will learn about new, effective and efficient implementation.
The insights are clear enough that non-plant breeding majoring students will find it useful to learn about the subject, while advanced level students and researchers and practitioners will find practical examples that help them implement their work.
- Bridges the gap between conventional breeding practices and state-of-the-art technologies
- Provides real-world case studies of a wide range of plant breeding techniques and practices
- Combines insights from genetics, genomics, breeding science, statistics, computer science and engineering for crop improvement and cultivar development
Plant breeders globally in universities, government institutions, private companies
1. Plant Breeding - Past, Present, and Future Perspectives
2. Mode of Reproduction in Crop Plants
3. Genetics in Relation to Plant Breeding
4. Primer on Population and Quantitative Genetics
5. Plant Genetic Resources
6. Wilde Hybridization
7. Haploids and Polyploidy
8. Hybridization and Selection in Self-Pollinated Crops
9. Mass and Pure Line Selection
10. Bulk Method
11. Pedigree Method
12. Single Seed Descent Method
13. Backcross Method
14. Mutation Breeding
15. Inbreeding Depression and Heterosis
16. Population Improvement
17. Recurrent Selection in Self-pollinated Crops
18. Synthetic and Composite Varieties
19. Hybrid Varieties
20. Breeding Methods Used in Asexual Crops
21. Breeding for Resistance to Abiotic Stresses
22. Breeding for Resistance to Biotic Stresses
23. Intellectual Property Rights and Protection
24. Participatory Plant Breeding
25. Breeding of Crop Ideotypes
26. Field Plot Designs in Plant Breeding
27. Molecular Tools in Crop Improvement and Cultivar Development
28. Phenomics and Machine Learning in Crop Improvement
- No. of pages:
- © Academic Press 2021
- 1st October 2020
- Academic Press
- Paperback ISBN:
Dr. Dhan Pal Singh is a former Professor of genetics and plant breeding and pulse breeder for 34 years. He taught several courses of plant breeding and has developed more than 41 higher yielding and disease resistant varieties of pulse crops and registered several useful and unique germplasm lines. Dr. Singh has written 2 books (1) “Breeding for Resistance to Diseases and Insect Pests” (1986), Springer-Verlag Heidelberg, Germany; and (2) “Disease and Insect Resistance in Plants” (2005), Science Publishers, USA and Oxford & IBH, India. He has also published 164 research papers, and nine book chapters. He has been inducted as a fellow by the National Academy of Agricultural Sciences, Indian Society of Genetics and Plant Breeding, and Indian Society of Pulses Research and Development. He has won numerous national achievement awards.
Former Professor and Pulse Breeder, G.B. Pant University of Agriculture and Technology, India
Dr. Asheesh K Singh is Professor and Soybean Breeder at the Iowa State University, USA. He has breeding work experience in soybean, wheat, maize, barley and oats. He has developed/co-developed 46 cultivars and 13 germplasm lines. These cultivars are annually grown in ~10 million acres in North America. Singh has published more than 100 peer reviewed articles in reputed international journals on topics related to plant breeding, genomics, phenomics and advanced data analytics. He has delivered more than 60 invited presentations nationally and internationally, hosted numerous research tours and engaged in many media interactions. Singh teaches two graduate level plant breeding courses and serves as guest lecturer in other courses including a graduate level Phenomics course. He has been recognized with the Sustainable Futures Award by the Agricultural Institute of Canada, Monsanto Chair in Soybean Breeding, several Institutional research achievement awards, and a team award for Plant Breeding E-Learning in Africa. He is a faculty fellow of the R F Baker Center for Plant Breeding and Plant Sciences Institute at Iowa State University.
Monsanto Chair in Soybean Breeding, Iowa State University, Ames, Iowa, USA
Dr. Arti Singh is an Assistant Professor at the Iowa State University, USA. She has extensive experience in breeding for disease and pest resistance in Brassica, Mung bean, Rice, Soybean, Urd bean, and Wheat. She has published more than 25 peer reviewed papers in reputed journals including the Trends in Plant Sciences, and Proceedings National Academy of Sciences, USA. She has also co-authored a book “Disease and Insect Resistance in Plants” (2005), Science Publishers, USA. She has made several invited scientific presentations nationally and internationally. She teaches graduate level courses on Host-Pest Interactions and Plant Breeding Methods, and mentors graduate students in Agronomy, Interdepartmental Genetics and Genomics, Engineering, Entomology, Pathology). She won the prestigious Jeanie Borlaug Laube Women in Triticum (WIT) Early Career Award in 2013, and a team award for Plant Breeding E-Learning in Africa in 2019.
Department of Agronomy, Iowa State University, Ames, Iowa, USA
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