Bioinformatics For Agriculture High Throughput Approaches
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Bioinformatics For Agriculture High Throughput Approaches
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Author : Atul Kumar Upadhyay
language : en
Publisher: Springer Nature
Release Date : 2021-03-19
Bioinformatics For Agriculture High Throughput Approaches written by Atul Kumar Upadhyay and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-19 with Science categories.
This book illustrates the importance and significance of bioinformatics in the field of agriculture. It first introduces the basic concepts of bioinformatics, such as homologous sequence and gene function analyses, determination of protein structures, and discusses machine learning applications for an in-depth understanding of the desired genes and proteins based on commonly used bioinformatics software and tools, e.g. BLAST, molecular modelling, molecular-docking and simulations, protein-protein and domain-domain interactions. The book also describes recent advances in the high-throughput analysis of whole genome and transcriptome using next-generation sequencing platforms, and functional proteome studies. It also examines the role of computational biology in understanding and improving the nutrient quality and yield of crops. Lastly, the book explores a comprehensive list of applications of bioinformatics to improve plant yield, biomass, and health, and the challenges involved.
Bioinformatics In Rice Research
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Author : Manoj Kumar Gupta
language : en
Publisher: Springer Nature
Release Date : 2021-09-24
Bioinformatics In Rice Research written by Manoj Kumar Gupta and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-24 with Science categories.
This book provides an up-to-date review of classic and advanced bioinformatics approaches and their utility in rice research. It summarizes databases and tools for analyzing DNA, proteins and gene expression profiles, mapping genetic variations, annotation of protein and RNA molecules, phylogenetic analysis, and pathway enrichment. In addition, it presents high-throughput technologies that are widely used to provide deep insights into the genetic architecture of important traits in the rice genome. The book subsequently discusses techniques for identifying RNA-protein, DNA-protein interactions, and molecular markers, including SNP and microsatellites, in the contexts of rice breeding and genetics. Lastly, it explores various tools that are used to identify and characterize non-coding RNA in rice and their potential role in rice research.
Bioinformatics In Agriculture
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Author : Pradeep Sharma
language : en
Publisher: Elsevier
Release Date : 2022-04-26
Bioinformatics In Agriculture written by Pradeep Sharma and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-26 with Business & Economics categories.
Bioinformatics in Agriculture: Next Generation Sequencing Era is a comprehensive volume presenting an integrated research and development approach to the practical application of genomics to improve agricultural crops. Exploring both the theoretical and applied aspects of computational biology, and focusing on the innovation processes, the book highlights the increased productivity of a translational approach. Presented in four sections and including insights from experts from around the world, the book includes: Section I: Bioinformatics and Next Generation Sequencing Technologies; Section II: Omics Application; Section III: Data mining and Markers Discovery; Section IV: Artificial Intelligence and Agribots. Bioinformatics in Agriculture: Next Generation Sequencing Era explores deep sequencing, NGS, genomic, transcriptome analysis and multiplexing, highlighting practices forreducing time, cost, and effort for the analysis of gene as they are pooled, and sequenced. Readers will gain real-world information on computational biology, genomics, applied data mining, machine learning, and artificial intelligence. This book serves as a complete package for advanced undergraduate students, researchers, and scientists with an interest in bioinformatics. Discusses integral aspects of molecular biology and pivotal tool sfor molecular breeding Enables breeders to design cost-effective and efficient breeding strategies Provides examples ofinnovative genome-wide marker (SSR, SNP) discovery Explores both the theoretical and practical aspects of computational biology with focus on innovation processes Covers recent trends of bioinformatics and different tools and techniques
Applications Of Bioinformatics In Rice Research
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Author : Manoj Kumar Gupta
language : en
Publisher: Springer Nature
Release Date : 2021-09-24
Applications Of Bioinformatics In Rice Research written by Manoj Kumar Gupta and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-24 with Science categories.
This book summarizes the advanced computational methods for mapping high-density linkages and quantitative trait loci in the rice genome. It also discusses the tools for analyzing metabolomics, identifying complex polyploidy genomes, and decoding the extrachromosomal genome in rice. Further, the book highlights the application of CRISPR-Cas technology and methods for understanding the evolutionary development and the de novo evolution of genes in rice. Lastly, it discusses the role of artificial intelligence and machine learning in rice research and computational tools to analyze plant-pathogen co-evolution in rice crops.
Computational Intelligence In Internet Of Agricultural Things
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Author : M. G. Sumithra
language : en
Publisher: Springer Nature
Release Date : 2024-08-27
Computational Intelligence In Internet Of Agricultural Things written by M. G. Sumithra and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-27 with Computers categories.
This book focuses on the integration of IoT and AI techniques to generate greater data-driven solutions for the agriculture industry. It also focuses on computational intelligence (CI), machine learning, and AI techniques along with current applications, obstacles, and potential challenges and solutions for agricultural industries. These technologies have the potential to curtail resource wastage and contribute to addressing the challenges of feeding the expanding global population. This book acts as a resource to augment the reader's comprehension of the role of emerging IT technologies in the agricultural sector. This book also covers key technologies and techniques such as AI, ML, and IoT in the development of smart agriculture and provides information on various types of smart farming technology, platforms, and machine learning algorithms with case studies based on real-time problems.
Bioinformatics In Agriculture
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Author : Pradeep Sharma
language : en
Publisher: Academic Press
Release Date : 2022-04-28
Bioinformatics In Agriculture written by Pradeep Sharma and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-28 with Technology & Engineering categories.
Bioinformatics in Agriculture: Next Generation Sequencing Era is a comprehensive volume presenting an integrated research and development approach to the practical application of genomics to improve agricultural crops. Exploring both the theoretical and applied aspects of computational biology, and focusing on the innovation processes, the book highlights the increased productivity of a translational approach. Presented in four sections and including insights from experts from around the world, the book includes: Section I: Bioinformatics and Next Generation Sequencing Technologies; Section II: Omics Application; Section III: Data mining and Markers Discovery; Section IV: Artificial Intelligence and Agribots. Bioinformatics in Agriculture: Next Generation Sequencing Era explores deep sequencing, NGS, genomic, transcriptome analysis and multiplexing, highlighting practices forreducing time, cost, and effort for the analysis of gene as they are pooled, and sequenced. Readers will gain real-world information on computational biology, genomics, applied data mining, machine learning, and artificial intelligence. This book serves as a complete package for advanced undergraduate students, researchers, and scientists with an interest in bioinformatics. - Discusses integral aspects of molecular biology and pivotal tool sfor molecular breeding - Enables breeders to design cost-effective and efficient breeding strategies - Provides examples ofinnovative genome-wide marker (SSR, SNP) discovery - Explores both the theoretical and practical aspects of computational biology with focus on innovation processes - Covers recent trends of bioinformatics and different tools and techniques
Ai And Data Analytics In Precision Agriculture For Sustainable Development
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Author : Sita Rani
language : en
Publisher: Springer Nature
Release Date : 2025-07-02
Ai And Data Analytics In Precision Agriculture For Sustainable Development written by Sita Rani and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-02 with Computers categories.
This book offers a comprehensive analysis of artificial intelligence (AI) and data analytics in precision agriculture. The integration of technology in agriculture is revolutionizing traditional farming practices, paving the way for sustainability. Precision farming, powered by AI, IoT, and big data, optimizes resource use by enabling real-time monitoring of soil health, weather conditions, and crop growth. Automated irrigation systems and drones reduce water wastage and enhance productivity. Biotechnology advances, such as genetically modified crops and CRISPR gene editing, improve yield, pest resistance, and climate adaptability. Vertical farming and hydroponics offer space-efficient solutions, minimizing land degradation and water consumption. Robotics and autonomous machinery streamline labor-intensive tasks, reducing reliance on chemical inputs. Blockchain ensures transparency in the food supply chain, promoting fair trade and reducing food fraud. Renewable energy sources, like solar-powered farms, further lower agriculture’s carbon footprint. By adopting these innovations, farmers can produce more with fewer resources, ensuring food security while preserving the environment. Embracing technology-driven agriculture is crucial for meeting global food demands sustainably, combating climate change, and fostering economic resilience in farming communities. The future of agriculture lies in intelligent, data-driven, and eco-friendly solutions that balance productivity with environmental stewardship.
Proceeding Of National Conference On Recent Innovations In Emerging Computer Technologies Ncriect 2023
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Author : Dr. Asha Ambhaikar
language : en
Publisher: INENCE PUBLICATIONS PVT LTD
Release Date : 2023-05-09
Proceeding Of National Conference On Recent Innovations In Emerging Computer Technologies Ncriect 2023 written by Dr. Asha Ambhaikar and has been published by INENCE PUBLICATIONS PVT LTD this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-09 with Computers categories.
The National Conference on Recent Innovations in Emerging Computer Technologies (NCRIECT-2023) was held on the 9th and 10th of May 2023 at Kalinga University, Raipur. The conference was aimed at bringing together researchers, scholars, academicians, and industry professionals to discuss the latest advancements and innovations in the field of computer technologies. The conference began with an opening ceremony, where the chief guests and dignitaries were welcomed by the organizers. The keynote address was delivered by a renowned expert in the field of computer technologies, who spoke about the importance of innovation in driving progress and growth in the industry. This was followed by technical sessions, where researchers and professionals presented their papers on various topics related to computer technologies. The technical sessions covered a wide range of topics, including but not limited to artificial intelligence, machine learning, data science, computer networks, security and privacy, computer graphics and visualization, software engineering, and emerging technologies. The presentations were well-received by the audience, who actively participated in the discussions and provided valuable feedback to the presenters. Apart from the technical sessions, the conference also featured a panel discussion on the topic of "The Future of Computer Technologies". The panel comprised experts from academia and industry, who shared their insights and perspectives on the future direction of the field. The discussion covered various topics, such as the impact of emerging technologies like blockchain and quantum computing, the role of artificial intelligence and machine learning in shaping the future of work, and the challenges and opportunities in ensuring the ethical use of technology. Overall, the conference provided a platform for researchers and professionals to share their ideas, insights, and experiences, and to collaborate and network with their peers. The organizers thanked all the participants and sponsors for their support in making the conference a success, and announced plans to host a follow-up event next year.
Plant Breeding Technology
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Author : Zeba Khan
language : en
Publisher: CABI
Release Date : 2024-12-26
Plant Breeding Technology written by Zeba Khan and has been published by CABI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-26 with Technology & Engineering categories.
This book highlights the latest and most exciting technological tools for plant breeding that are becoming the staple of all crop improvement programs. Using case studies and an evidence-based approach to examine the current status of each technique, the book discusses the challenges so far uncovered and future trends. The book presents a systematic guide to various genomics approaches deployed for trait discovery and improvement in crop species. The chapters comprehensively cover each application, its advantages, and disadvantages, and its potential for improvement, supported by illustrative examples.
Plant High Throughput Phenotyping And Functional Phenomics
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Author : Jen-Tsung Chen
language : en
Publisher: CRC Press
Release Date : 2025-06-20
Plant High Throughput Phenotyping And Functional Phenomics written by Jen-Tsung Chen and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-20 with Science categories.
This book provides a series of comprehensive summaries highlighting the emerging achievements in the fields of plant high‐throughput phenotyping that leads to constructing functional phenomics, one of the essential components of plant functional genomics. It presents broad aspects of methods, applications, and future directions. It offers an efficient way for readers to overview this crucial topic to realize the concept as a whole, to advance the design of their future experiments, and to inspire the exploration of the knowledge, which eventually leads to better crop development in the future by scientists, plant biologists, and crop breeders. It covers advanced tools for studying functional phenomics, including artificial intelligence, imaging, remote sensing, robotics, and aerial vehicle technologies, to empower crop speed breeding, particularly in the development of stress‐tolerant future crops. The knowledge of this book supports the Sustainable Development Goals (SDGs) of the United Nations to develop climate‐smart and sustainable agriculture for achieving zero hunger globally.