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Phenotyping for Plant Breeding

2013-10-09 Science
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Release : 2013-10-09
Genre : Science
Kind : eBook
Book Rating : 204/5 ( reviews)

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Book Synopsis Phenotyping for Plant Breeding by : Siva Kumar Panguluri

Download or read book Phenotyping for Plant Breeding written by Siva Kumar Panguluri. This book was released on 2013-10-09. Available in PDF, EPUB and Kindle. Book excerpt: Plant phenotyping is the thorough assessment of plant traits such as growth, development, adaptation, yield, quality, tolerance, resistance, architecture, and the basic measurement of individual quantitative parameters that form the basis for understanding of traits. Genetic approaches to understand plant growth and development have always benefitted from phenotyping techniques that are simple, rapid and measurable in units. The forward genetics approach is all about understanding the trait inheritance using the phenotypic data and in most cases it is the mutant phenotypes that formed the basis for understanding of gene functions. With rapid advancement of genotyping techniques, high throughput genotyping has become a reality at costs people never imagined to be that low, but the phenotypic methods did not receive same attention. However, without quality phenotyping data the genotyping data cannot be effectively put to use in plant improvement. Therefore efforts are underway to develop high-throughput phenotyping methods in plants to keep pace with revolutionary advancement in genotyping techniques to enhance the efficiency of crop improvement programs. Keeping this in mind, we described in this book the best phenomic tools available for trait improvement in some of the world’s most important crop plants.

Advances Plant Phenotyping More Sustaihb

2022-03-22
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Release : 2022-03-22
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Kind : eBook
Book Rating : 568/5 ( reviews)

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Book Synopsis Advances Plant Phenotyping More Sustaihb by : Achim Walter

Download or read book Advances Plant Phenotyping More Sustaihb written by Achim Walter. This book was released on 2022-03-22. Available in PDF, EPUB and Kindle. Book excerpt: Plant phenotyping is an emerging technology that involves the quantitative analysis of structural and functional plant traits. However, it is widely recognised that phenotyping needs to match similar advances in genetics if it is to not create a bottleneck in plant breeding. Advances in plant phenotyping for more sustainable crop production reviews the wealth of research on advances in plant phenotyping to meet this challenge, such as the development of new technologies including hyperspectral sensors such as LIDAR, NIR/SWIR, as well as alternative delivery/carrier systems, such as ground-based proximal distance systems and UAVs. The book details the development of plant phenotyping as a technique to analyse crop roots and functionality, as well as its use in understanding and improving crop response to biotic and abiotic stresses.

High-Throughput Crop Phenotyping

2021-07-17 Science
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Release : 2021-07-17
Genre : Science
Kind : eBook
Book Rating : 349/5 ( reviews)

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Book Synopsis High-Throughput Crop Phenotyping by : Jianfeng Zhou

Download or read book High-Throughput Crop Phenotyping written by Jianfeng Zhou. This book was released on 2021-07-17. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of the innovations in crop phenotyping using emerging technologies, i.e., high-throughput crop phenotyping technology, including its concept, importance, breakthrough and applications in different crops and environments. Emerging technologies in sensing, machine vision and high-performance computing are changing the world beyond our imagination. They are also becoming the most powerful driver of the innovation in agriculture technology, including crop breeding, genetics and management. It includes the state of the art of technologies in high-throughput phenotyping, including advanced sensors, automation systems, ground-based or aerial robotic systems. It also discusses the emerging technologies of big data processing and analytics, such as advanced machine learning and deep learning technologies based on high-performance computing infrastructure. The applications cover different organ levels (root, shoot and seed) of different crops (grains, soybean, maize, potato) at different growth environments (open field and controlled environments). With the contribution of more than 20 world-leading researchers in high-throughput crop phenotyping, the authors hope this book provides readers the needed information to understand the concept, gain the insides and create the innovation of high-throughput phenotyping technology.

Phenomics

2015-01-13 Science
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Release : 2015-01-13
Genre : Science
Kind : eBook
Book Rating : 771/5 ( reviews)

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Book Synopsis Phenomics by : Roberto Fritsche-Neto

Download or read book Phenomics written by Roberto Fritsche-Neto. This book was released on 2015-01-13. Available in PDF, EPUB and Kindle. Book excerpt: This book represents a pioneer initiative to describe the new technologies available for next-generation phenotyping and applied to plant breeding. Over the last several years plant breeding has experienced a true revolution. Phenomics, i.e., high-throughput phenotyping using automation, robotics and remote data collection, is changing the way cultivars are developed. Written in an easy to understand style, this book offers an indispensable reference work for all students, instructors and scientists who are interested in the latest innovative technologies applied to plant breeding.

Plant Phenotyping and Phenomics for Plant Breeding

2018-08-16
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Release : 2018-08-16
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Kind : eBook
Book Rating : 327/5 ( reviews)

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Book Synopsis Plant Phenotyping and Phenomics for Plant Breeding by : Gustavo A. Lobos

Download or read book Plant Phenotyping and Phenomics for Plant Breeding written by Gustavo A. Lobos. This book was released on 2018-08-16. Available in PDF, EPUB and Kindle. Book excerpt: As a consequence of the global climate change, both the reduction on yield potential and the available surface area of cultivated species will compromise the production of food needed for a constant growing population. There is consensus about the significant gap between world food consumption projected for the coming decades and the expected crop yield-improvements, which are estimated to be insufficient to meet the demand. The complexity of this scenario will challenge breeders to develop cultivars that are better adapted to adverse environmental conditions, therefore incorporating a new set of morpho-physiological and physico-chemical traits; a large number of these traits have been found to be linked to heat and drought tolerance. Currently, the only reasonable way to satisfy all these demands is through acquisition of high-dimensional phenotypic data (high-throughput phenotyping), allowing researchers with a holistic comprehension of plant responses, or ‘Phenomics’. Phenomics is still under development. This Research Topic aims to be a contribution to the progress of methodologies and analysis to help understand the performance of a genotype in a given environment.

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