State Of The Art Technology And Applications In Crop Phenomics
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State Of The Art Technology And Applications In Crop Phenomics
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Author : Wanneng Yang
language : en
Publisher: Frontiers Media SA
Release Date : 2021-12-01
State Of The Art Technology And Applications In Crop Phenomics written by Wanneng Yang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-01 with Science categories.
State Of The Art Technology And Applications In Crop Phenomics Volume Ii
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Author : Wanneng Yang
language : en
Publisher: Frontiers Media SA
Release Date : 2023-06-06
State Of The Art Technology And Applications In Crop Phenomics Volume Ii written by Wanneng Yang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-06 with Science categories.
Plant Functional Genomics
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Author : Fatemeh Maghuly
language : en
Publisher: Springer Nature
Release Date : 2024-04-24
Plant Functional Genomics written by Fatemeh Maghuly and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-24 with Science categories.
This detailed book gathers hands-on techniques to characterize, identify, localize, profile, and determine genome functions in plants. Volume 1 opens with a section exploring protocols to advance our understanding of plant genetics and ecology via phenomics, and it continues with chapters on plant genetics, transcriptomics, and proteomics to unravel plant protein structures and functions, bridging proteomics and phosphoproteomics. Written for the highly successful Methods in Molecular Biology series, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step and readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Authoritative and comprehensive, Plant Functional Genomics: Methods and Protocols serves as an ideal guide to the immense promise of functional genomics, spanning from fundamental evolutionary studies to practical advancements in crop improvement.
Vision Learning And Robotics Ai For Plants In The 2020s
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Author : Zhenghong Yu
language : en
Publisher: Frontiers Media SA
Release Date : 2025-01-10
Vision Learning And Robotics Ai For Plants In The 2020s written by Zhenghong Yu and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-10 with Science categories.
Population growth and climate change have posed significant challenges to crop breeding. The identification of crop agronomic traits is fundamental to breeding, yet currently, the collection of such traits is largely reliant on the subjective judgment of workers or ground test equipment, which is both costly and inefficient. In recent years, the advancement of artificial intelligence (AI) has revolutionized modern agriculture and plant science. AI is a rapidly evolving field with datasets, models, and algorithms constantly changing. It has also been increasingly applied to unmanned aerial vehicles, field robots, and hyperspectral imaging sensors, offering great potential for large-scale crop growth monitoring and precision management, driving the agricultural field from mechanization to automation and intelligence. This research topic aims to encourage research work that actively embraces new AI ideas/progress and combines these new ideas/technologies with robotics or sensing technologies for applications in plant phenotyping or precision agriculture. We encourage the use of technologies that have seen significant development in the AI community after 2020, such as vision transformers and diffusion models.
Phenomics In Crop Plants Trends Options And Limitations
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Author : Jitendra Kumar
language : en
Publisher: Springer
Release Date : 2015-03-05
Phenomics In Crop Plants Trends Options And Limitations written by Jitendra Kumar and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-03-05 with Science categories.
Identification of desirable genotypes with traits of interest is discernible for making genetic improvement of crop plants. In this direction, screening of a large number of germplasm for desirable traits and transfer of identified traits into agronomic backgrounds through recombination breeding is the common breeding approach. Although visual screening is easier for qualitative traits, its use is not much effective for quantitative traits and also for those, which are difficult to score visually. Therefore, it is imperative to phenotype the germplasm accessions and breeding materials precisely using high throughput phenomics tools for challenging and complex traits under natural, controlled and harsh environmental conditions. Realizing the importance of phenotyping data towards identification and utilization of a germplasm as donors, global scientific community has exerted increased focus on advancing phenomics in crop plants leading to development of a number of techniques and methodologies for screening of agronomic, physiological, and biochemical traits. These technologies have now become much advanced and entered the era of digital science. This book provides exhaustive information on various aspects related to phenotyping of crop plants and offers a most comprehensive reference on the developments made in traditional and high throughput phenotyping of agricultural crops.
Futuristic Trends In Agriculture Engineering Food Sciences
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Author : IIP Proceedings
language : en
Publisher: Selfypage Developers Pvt Ltd.
Release Date : 2022-12-01
Futuristic Trends In Agriculture Engineering Food Sciences written by IIP Proceedings and has been published by Selfypage Developers Pvt Ltd. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-01 with Business & Economics categories.
Agriculture and Food Science Book series aims to bring together leading academic scientists, researchers and research scholars to publish their experiences and research results on all aspects of Agriculture and Food Science. It also provides a premier interdisciplinary platform for researchers, practitioners and educators to present and discuss the most recent innovations, trends, and concerns as well as practical challenges encountered and solutions adopted in the fields of Agriculture and Food Science. High quality research contributions describing original and unpublished results of conceptual, constructive, empirical, experimental, or theoretical work in all areas of Agriculture and Food Science are cordially invited for publication. Authors are solicited to contribute to the book series by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the following areas, but are not limited to 1. Textile Engineering 2. Agronomy 3. Soil Science 4. Microbiology 5. Phsiology 6. Ecology 7. Epidemology 8. Genetics & Plant Breeding 9. Plant Pathology 10. Entomology 11. Agricultural Biotechnology 12. Environmental Sciences 13. Agricultural Engineering 14. Food Science 15. Waste Management 16. Animal Husbandry and Dairying 17. Agricultural Statistics 18. Food Storage and Preservation 19. Food Technology and Processing 20. Agricultural Sustainability 21. Irrigation 22. Root Morphology Sensing 23. Yield-Monitoring 24. Industrial Crops and Products Engineering 25. Artificial Intelligence in Agriculture 26. Poultry Science 27. Forestry 28. Horticulture 29. Fisheries Science 30. Agriculture Equipments & Smart Technologies 31. Veternary Sciences 32. Contract & Integrated Farming 33. Sericulture
Intelligent Image Analysis For Plant Phenotyping
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Author : Ashok Samal
language : en
Publisher: CRC Press
Release Date : 2020-10-21
Intelligent Image Analysis For Plant Phenotyping written by Ashok Samal and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-21 with Computers categories.
Domesticated crops are the result of artificial selection for particular phenotypes or, in some cases, natural selection for an adaptive trait. Plant traits can be identified through image-based plant phenotyping, a process that was, until recently, strenous and time-consuming. Intelligent Image Analysis for Plant Phenotyping reviews information on time-saving techniques, using computer vision and imaging technologies. These methodologies provide an automated, non-invasive, and scalable mechanism by which to define and collect plant phenotypes. Beautifully illustrated, with numerous color images, the book focuses on phenotypes measured from individual plants under controlled experimental conditions, which are widely available in high-throughput systems. Features: Presents methodologies for image processing, including data-driven and machine learning techniques for plant phenotyping. Features information on advanced techniques for extracting phenotypes through images and image sequences captured in a variety of modalities. Includes real-world scientific problems, including predicting yield by modeling interactions between plant data and environmental information. Discusses the challenge of translating images into biologically informative quantitative phenotypes. A practical resource for students, researchers, and practitioners, this book is invaluable for those working in the emerging fields at the intersection of computer vision and plant sciences.
Plant Breeding And Cultivar Development
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Author : D. P. Singh
language : en
Publisher: Academic Press
Release Date : 2021-01-21
Plant Breeding And Cultivar Development written by D. P. Singh and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-21 with Technology & Engineering categories.
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 28 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
Engineering Practices For Management Of Soil Salinity
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Author : S. K. Gupta
language : en
Publisher: CRC Press
Release Date : 2018-08-29
Engineering Practices For Management Of Soil Salinity written by S. K. Gupta and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-29 with Science categories.
Abiotic stresses are known to adversely impact agricultural productivity on millions of hectares globally, and it is projected that these problems are likely to increase, primarily due to anthropogenic interventions as well as climatic changes. Understanding abiotic stresses—especially salt stress on soil—calls for an interdisciplinary approach because salt-stressed soils need hydro-technical, chemical, and agronomic interventions as well as an understanding of plant response when exposed to these stresses. This volume explores and conveys the latest information on emerging technologies in the management of abiotic salt stress and their field applications. It brings together experts from various fields (academia, technology, and engineering) to provide the latest information and knowledge on this important challenge.
Omics And Genome Editing
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Author : Kartika Sharma
language : en
Publisher: Springer Nature
Release Date : 2025-03-15
Omics And Genome Editing written by Kartika Sharma and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-15 with Science categories.
This book offers up-to-date research on genome editing and omics technologies from renowned academics with established backgrounds from throughout the globe. The world population is expected to touch 9–10 billion by 2050 and to feed the growing population, 50% more food must be produced globally than is currently produced. Nonetheless, it is a difficult challenge to increase the food output of the currently existing crops on available land. Over the past few decades, traditional crop enhancement techniques like plant breeding and other agricultural technology have made a significant contribution to food and nutritional security. With the use of strong technologies, genome editing strategies can significantly improve the productivity and efficiency of current agricultural practices. Discovering the underlying mechanisms influencing features of economic value has been made possible through genome editing through CRISPR/Cas9, primer and base editing, and OMICs through genomics, proteomics, metabolomics, transcriptomics, and phenomics. This book provides a wealth of information on omics and genome editing approaches and their application to develop abiotic, biotic, and climate-tolerant crops, as well as RNA interference, next-generation sequencing, and metabolomics for sustainable crop production. Researchers are actively using both genome editing and omics for crop improvement; however, there is limited literature offered in a single source. Undergraduate and postgraduate students, researchers, policymakers, and stakeholders will find this book to be an invaluable resource.