Phenotyping; From Plant, to Data, to Impact and Highlights of the The International Plant Phenotyping Symposium - IPPS 2018

Phenotyping; From Plant, to Data, to Impact and Highlights of the The International Plant Phenotyping Symposium - IPPS 2018

Author: Trevor Garnett

Publisher: Frontiers Media SA

Published: 2021-01-19

Total Pages: 170

ISBN-13: 2889663973

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Book Synopsis Phenotyping; From Plant, to Data, to Impact and Highlights of the The International Plant Phenotyping Symposium - IPPS 2018 by : Trevor Garnett

Download or read book Phenotyping; From Plant, to Data, to Impact and Highlights of the The International Plant Phenotyping Symposium - IPPS 2018 written by Trevor Garnett and published by Frontiers Media SA. This book was released on 2021-01-19 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt:


State-of-the-art Technology and Applications in Crop Phenomics

State-of-the-art Technology and Applications in Crop Phenomics

Author: Wanneng Yang

Publisher: Frontiers Media SA

Published: 2021-12-01

Total Pages: 267

ISBN-13: 2889717542

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Book Synopsis State-of-the-art Technology and Applications in Crop Phenomics by : Wanneng Yang

Download or read book State-of-the-art Technology and Applications in Crop Phenomics written by Wanneng Yang and published by Frontiers Media SA. This book was released on 2021-12-01 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt:


IPPS 2022 - Plant Phenotyping for a Sustainable Future

IPPS 2022 - Plant Phenotyping for a Sustainable Future

Author: Ulrich Schurr

Publisher: Frontiers Media SA

Published: 2024-03-06

Total Pages: 191

ISBN-13: 283254567X

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Book Synopsis IPPS 2022 - Plant Phenotyping for a Sustainable Future by : Ulrich Schurr

Download or read book IPPS 2022 - Plant Phenotyping for a Sustainable Future written by Ulrich Schurr and published by Frontiers Media SA. This book was released on 2024-03-06 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt:


High-Throughput Plant Phenotyping

High-Throughput Plant Phenotyping

Author: Argelia Lorence

Publisher: Springer Nature

Published: 2022-07-27

Total Pages: 300

ISBN-13: 1071625373

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This volume looks at a collection of the latest techniques used to quantify the genome-by-environment-by-management (GxExM) interactions in a variety of model and plant crops. The chapters in this book are organized into five parts. Part One discusses high-throughput plant phenotyping (HTPP) protocols for plants growing under controlled conditions. Part Two present novel algorithms for extracting data from seed images, color analysis from fruits, and other digital readouts from 2D objects. Part Three covers molecular imaging protocols using PET and X-ray approaches, and Part Four presents a collection of HTPP techniques for crops growing under field conditions. The last part focuses on molecular analysis, metabolomics, network analysis, and statistical methods for the quantitative genetic analysis of HTP data. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Cutting-edge and practical, High-Throughput Plant Phenotyping: Review and Protocols is a valuable resource for both novice and expert researchers looking to learn more about this important field. Chapter 21 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.


Book Synopsis High-Throughput Plant Phenotyping by : Argelia Lorence

Download or read book High-Throughput Plant Phenotyping written by Argelia Lorence and published by Springer Nature. This book was released on 2022-07-27 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume looks at a collection of the latest techniques used to quantify the genome-by-environment-by-management (GxExM) interactions in a variety of model and plant crops. The chapters in this book are organized into five parts. Part One discusses high-throughput plant phenotyping (HTPP) protocols for plants growing under controlled conditions. Part Two present novel algorithms for extracting data from seed images, color analysis from fruits, and other digital readouts from 2D objects. Part Three covers molecular imaging protocols using PET and X-ray approaches, and Part Four presents a collection of HTPP techniques for crops growing under field conditions. The last part focuses on molecular analysis, metabolomics, network analysis, and statistical methods for the quantitative genetic analysis of HTP data. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Cutting-edge and practical, High-Throughput Plant Phenotyping: Review and Protocols is a valuable resource for both novice and expert researchers looking to learn more about this important field. Chapter 21 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.


Phenotyping for Plant Breeding

Phenotyping for Plant Breeding

Author: Siva Kumar Panguluri

Publisher: Springer Science & Business Media

Published: 2013-10-09

Total Pages: 220

ISBN-13: 1461483204

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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.


Book Synopsis Phenotyping for Plant Breeding by : Siva Kumar Panguluri

Download or read book Phenotyping for Plant Breeding written by Siva Kumar Panguluri and published by Springer Science & Business Media. This book was released on 2013-10-09 with total page 220 pages. 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.


Intelligent Image Analysis for Plant Phenotyping

Intelligent Image Analysis for Plant Phenotyping

Author: Ashok Samal

Publisher: CRC Press

Published: 2020-10-21

Total Pages: 347

ISBN-13: 1351709992

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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.


Book Synopsis Intelligent Image Analysis for Plant Phenotyping by : Ashok Samal

Download or read book Intelligent Image Analysis for Plant Phenotyping written by Ashok Samal and published by CRC Press. This book was released on 2020-10-21 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Phenotyping and Phenomics for Plant Breeding

Plant Phenotyping and Phenomics for Plant Breeding

Author: Gustavo A. Lobos

Publisher: Frontiers Media SA

Published: 2018-08-16

Total Pages: 369

ISBN-13: 2889455327

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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.


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 and published by Frontiers Media SA. This book was released on 2018-08-16 with total page 369 pages. 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.


Phenomics

Phenomics

Author: Roberto Fritsche-Neto

Publisher: Springer

Published: 2015-01-13

Total Pages: 145

ISBN-13: 3319136771

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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.


Book Synopsis Phenomics by : Roberto Fritsche-Neto

Download or read book Phenomics written by Roberto Fritsche-Neto and published by Springer. This book was released on 2015-01-13 with total page 145 pages. 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.


Advances Plant Phenotyping More Sustaihb

Advances Plant Phenotyping More Sustaihb

Author: Achim Walter

Publisher: Burleigh Dodds Series in Agricultural Science

Published: 2022-03-22

Total Pages: 420

ISBN-13: 9781786768568

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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.


Book Synopsis Advances Plant Phenotyping More Sustaihb by : Achim Walter

Download or read book Advances Plant Phenotyping More Sustaihb written by Achim Walter and published by Burleigh Dodds Series in Agricultural Science. This book was released on 2022-03-22 with total page 420 pages. 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.


Instant Insights: Phenotyping Applications in Agriculture

Instant Insights: Phenotyping Applications in Agriculture

Author: Dr Thomas Vatter

Publisher:

Published: 2024-01-23

Total Pages: 0

ISBN-13: 9781801466554

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This book reviews recent advances in the application of phenotyping techniques to optimise crop breeding programmes. Chapters discuss the use of phenotyping as a means of improving crop yield, boosting genetic gain and identifying desirable traits in crop roots.


Book Synopsis Instant Insights: Phenotyping Applications in Agriculture by : Dr Thomas Vatter

Download or read book Instant Insights: Phenotyping Applications in Agriculture written by Dr Thomas Vatter and published by . This book was released on 2024-01-23 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews recent advances in the application of phenotyping techniques to optimise crop breeding programmes. Chapters discuss the use of phenotyping as a means of improving crop yield, boosting genetic gain and identifying desirable traits in crop roots.