Remote Sensing For Field Based Crop Phenotyping

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Remote Sensing for Field-based Crop Phenotyping

Author : Jiangang Liu
Publisher : Frontiers Media SA
ISBN 13 : 2832544304
Total Pages : 274 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Remote Sensing for Field-based Crop Phenotyping by : Jiangang Liu

Download or read book Remote Sensing for Field-based Crop Phenotyping written by Jiangang Liu and published by Frontiers Media SA. This book was released on 2024-02-12 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dynamic monitoring of crop phenotypic traits (e.g., LAI, plant height, biomass, nitrogen, yield et al.) is essential for exploring crop growth patterns, breeding new varieties, and determining optimized strategies for crop management. Traditional methods for determining crop phenotypic traits are mainly based on field sampling, handheld instrument measurement, and mechanized high-throughput platforms, which are time-consuming, and have low efficiency and incomplete spatial coverage. The development of crop science requires more rapid and accurate access to field-based crop phenotypes. Remote sensing provides a novel solution to quantify crop structural and functional traits in a timely, rapid, non-invasive and efficient manner. With the development of burgeoning remote sensing sensors and diversified algorithms, a range of crop phenotypic traits have been determined, including morphological parameters, spectral and textural characteristics, physiological traits, and responses to abiotic/biotic stresses in different environments. In addition, research advances in varying disciplines beyond agricultural sciences, such as engineering, computer science, molecular biology, and bioinformatics, have brought new opportunities for further development of remote sensing-based methods and technologies to gain more quantitative information on crop structure and function in complex environments

High-Throughput Crop Phenotyping

Author : Jianfeng Zhou
Publisher : Springer Nature
ISBN 13 : 3030737349
Total Pages : 249 pages
Book Rating : 4.0/5 (37 download)

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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 and published by Springer Nature. This book was released on 2021-07-17 with total page 249 pages. 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.

Applications of Genetic and Genomic Research in Cereals

Author : Thomas Miedaner
Publisher : Woodhead Publishing
ISBN 13 : 0081022131
Total Pages : 380 pages
Book Rating : 4.0/5 (81 download)

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Book Synopsis Applications of Genetic and Genomic Research in Cereals by : Thomas Miedaner

Download or read book Applications of Genetic and Genomic Research in Cereals written by Thomas Miedaner and published by Woodhead Publishing. This book was released on 2018-11-19 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applications of Genetic and Genomic Research in Cereals covers new techniques for practical breeding, also discussing genetic and genomic approaches for improving special traits. Additional sections cover drought tolerance, biotic stress, biomass production, the impact of modern techniques on practical breeding, hybrid breeding, genetic diversity, and genomic selection. Written by an international team of top academics and edited by an expert in the field, this book will be of value to academics working in the agricultural sciences and essential reading for professionals working in plant breeding. Provides in-depth and comprehensive coverage of a rapidly developing field Presents techniques used in genetic and genomics research, with coverage of genotyping, gene cloning, genome editing and engineering and phenotyping in various cereals Includes the latest genetic and genomic approaches for improving special traits - drought tolerance, biotic stress and biomass production Covers breeding practices, with chapters on the genetic diversity of wheat, hybrid breeding and the potential of rye and barley crops

Advances Plant Phenotyping More Sustaihb

Author : Achim Walter
Publisher : Burleigh Dodds Series in Agricultural Science
ISBN 13 : 9781786768568
Total Pages : 420 pages
Book Rating : 4.7/5 (685 download)

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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 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.

High-Throughput Field Phenotyping to Advance Precision Agriculture and Enhance Genetic Gain, Volume II

Author : Andreas Hund
Publisher : Frontiers Media SA
ISBN 13 : 2832545459
Total Pages : 161 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis High-Throughput Field Phenotyping to Advance Precision Agriculture and Enhance Genetic Gain, Volume II by : Andreas Hund

Download or read book High-Throughput Field Phenotyping to Advance Precision Agriculture and Enhance Genetic Gain, Volume II written by Andreas Hund and published by Frontiers Media SA. This book was released on 2024-03-01 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Research Topic is part of the High-Throughput Field Phenotyping to Advance Precision Agriculture and Enhance Genetic Gain series. The discipline of “High Throughput Field Phenotyping” (HTFP) has gained momentum in the last decade. HTFP includes a wide range of disciplines such as plant science, agronomy, remote sensing, and genetics; as well as biochemistry, imaging, computation, agricultural engineering, and robotics. High throughput technologies have substantially increased our ability to monitor and quantify field experiments and breeding nurseries at multiple scales. HTFP technology can not only rapidly and cost-effectively replace tedious and subjective ratings in the field, but can also unlock the potential of new, latent phenotypes representing underlying biological function. These advances have also provided the ability to follow crop growth and development across seasons at high and previously inaccessible spatial and temporal resolutions. By combining these data with measurements of all environmental factors affecting plant growth and yield (“Envirotyping”), genotypic-specific reaction norms and phenotypic plasticity may be elucidated.

High-Throughput Field Phenotyping to Advance Precision Agriculture and Enhance Genetic Gain

Author : Urs Schmidhalter
Publisher : Frontiers Media SA
ISBN 13 : 2889711595
Total Pages : 399 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis High-Throughput Field Phenotyping to Advance Precision Agriculture and Enhance Genetic Gain by : Urs Schmidhalter

Download or read book High-Throughput Field Phenotyping to Advance Precision Agriculture and Enhance Genetic Gain written by Urs Schmidhalter and published by Frontiers Media SA. This book was released on 2021-08-10 with total page 399 pages. Available in PDF, EPUB and Kindle. Book excerpt:

High-Throughput Phenotyping for Crop Improvement and Breeding

Author : Ankush Prashar
Publisher : Frontiers Media SA
ISBN 13 : 2889742830
Total Pages : 206 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis High-Throughput Phenotyping for Crop Improvement and Breeding by : Ankush Prashar

Download or read book High-Throughput Phenotyping for Crop Improvement and Breeding written by Ankush Prashar and published by Frontiers Media SA. This book was released on 2022-02-04 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Remote Sensing Application for Precision Agriculture

Author : Xiuliang Jin
Publisher : Frontiers Media SA
ISBN 13 : 2832522882
Total Pages : 353 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Remote Sensing Application for Precision Agriculture by : Xiuliang Jin

Download or read book Remote Sensing Application for Precision Agriculture written by Xiuliang Jin and published by Frontiers Media SA. This book was released on 2023-06-29 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt:

UAV Remote Sensing for Plant Traits and Stress

Author : Alessandro Matese
Publisher : Frontiers Media SA
ISBN 13 : 2889763331
Total Pages : 166 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis UAV Remote Sensing for Plant Traits and Stress by : Alessandro Matese

Download or read book UAV Remote Sensing for Plant Traits and Stress written by Alessandro Matese and published by Frontiers Media SA. This book was released on 2022-06-06 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Hyperspectral Imaging Technology: A Novel Method for Agricultural and Biosecurity Diagnostics

Author : Penghao Wang
Publisher : Frontiers Media SA
ISBN 13 : 2889718417
Total Pages : 137 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Hyperspectral Imaging Technology: A Novel Method for Agricultural and Biosecurity Diagnostics by : Penghao Wang

Download or read book Hyperspectral Imaging Technology: A Novel Method for Agricultural and Biosecurity Diagnostics written by Penghao Wang and published by Frontiers Media SA. This book was released on 2021-12-22 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: Prof. Zhou holds patents on the management of agricultural pests. All other Topic Editors declare no competing interests with regard to the Research Topic subject.

Unmanned Aerial Systems in Precision Agriculture

Author : Zhao Zhang
Publisher : Springer Nature
ISBN 13 : 9811920273
Total Pages : 139 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Unmanned Aerial Systems in Precision Agriculture by : Zhao Zhang

Download or read book Unmanned Aerial Systems in Precision Agriculture written by Zhao Zhang and published by Springer Nature. This book was released on 2022-05-17 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, consisting of 8 chapters, describes the state-of-the-art technological progress and applications of unmanned aerial vehicles (UAVs) in precision agriculture. It focuses on the UAV application in agriculture, such as crop disease detection, mid-season yield estimation, crop nutrient status, and high-throughput phenotyping. Different from individual papers focusing on a specific application, this book provides a holistic view for readers with a wide range of subjects. In addition to researchers in the areas of plant science, plant pathology, breeding, engineering, it is also intended for undergraduates and graduates who are interested in imaging processing, artificial intelligence in agriculture, precision agriculture, agricultural automation, and robotics.

Remote Sensing Applications for Agriculture and Crop Modelling

Author : Piero Toscano
Publisher : MDPI
ISBN 13 : 3039282263
Total Pages : 308 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Remote Sensing Applications for Agriculture and Crop Modelling by : Piero Toscano

Download or read book Remote Sensing Applications for Agriculture and Crop Modelling written by Piero Toscano and published by MDPI. This book was released on 2020-02-13 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Crop models and remote sensing techniques have been combined and applied in agriculture and crop estimation on local and regional scales, or worldwide, based on the simultaneous development of crop models and remote sensing. The literature shows that many new remote sensing sensors and valuable methods have been developed for the retrieval of canopy state variables and soil properties from remote sensing data for assimilating the retrieved variables into crop models. At the same time, remote sensing has been used in a staggering number of applications for agriculture. This book sets the context for remote sensing and modelling for agricultural systems as a mean to minimize the environmental impact, while increasing production and productivity. The eighteen papers published in this Special Issue, although not representative of all the work carried out in the field of Remote Sensing for agriculture and crop modeling, provide insight into the diversity and the complexity of developments of RS applications in agriculture. Five thematic focuses have emerged from the published papers: yield estimation, land cover mapping, soil nutrient balance, time-specific management zone delineation and the use of UAV as agricultural aerial sprayers. All contributions exploited the use of remote sensing data from different platforms (UAV, Sentinel, Landsat, QuickBird, CBERS, MODIS, WorldView), their assimilation into crop models (DSSAT, AQUACROP, EPIC, DELPHI) or on the synergy of Remote Sensing and modeling, applied to cardamom, wheat, tomato, sorghum, rice, sugarcane and olive. The intended audience is researchers and postgraduate students, as well as those outside academia in policy and practice.

Remote Sensing in Precision Agriculture

Author : Salim Lamine
Publisher : Elsevier
ISBN 13 : 0323914640
Total Pages : 555 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Remote Sensing in Precision Agriculture by : Salim Lamine

Download or read book Remote Sensing in Precision Agriculture written by Salim Lamine and published by Elsevier. This book was released on 2023-10-20 with total page 555 pages. Available in PDF, EPUB and Kindle. Book excerpt: Remote Sensing in Precision Agriculture: Transforming Scientific Advancement into Innovation compiles the latest applications of remote sensing in agriculture using spaceborne, airborne and drones’ geospatial data. The book presents case studies, new algorithms and the latest methods surrounding crop sown area estimation, determining crop health status, assessment of vegetation dynamics, crop diseases identification, crop yield estimation, soil properties, drone image analysis for crop damage assessment, and other issues in precision agriculture. This book is ideal for those seeking to explore and implement remote sensing in an effective and efficient manner with its compendium of scientifically and technologically sound information. Presents a well-integrated collection of chapters, with quality, consistency and continuity Provides the latest RS techniques in Precision Agriculture that are addressed by leading experts Includes detailed, yet geographically global case studies that can be easily understood, reproduced or implemented Covers geospatial data, with codes available through shared links

UAS-Remote Sensing Methods for Mapping, Monitoring and Modeling Crops

Author : Francisco Javier Mesas Carrascosa
Publisher : MDPI
ISBN 13 : 3036505261
Total Pages : 174 pages
Book Rating : 4.0/5 (365 download)

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Book Synopsis UAS-Remote Sensing Methods for Mapping, Monitoring and Modeling Crops by : Francisco Javier Mesas Carrascosa

Download or read book UAS-Remote Sensing Methods for Mapping, Monitoring and Modeling Crops written by Francisco Javier Mesas Carrascosa and published by MDPI. This book was released on 2021-04-22 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advances in unmanned aerial vehicle (UAV) platforms and onboard sensors in the past few years have greatly increased our ability to monitor and map crops. The ability to register images at ultrahigh spatial resolution at any moment has made remote sensing techniques increasingly useful in crop management. These technologies have revolutionized the way in which remote sensing is applied in precision agriculture, allowing for decision-making in a matter of days instead of weeks. However, it is still necessary to continue research to improve and maximize the potential of UAV remote sensing in agriculture. This Special Issue of Remote Sensing includes different applications of UAV remote sensing for crop management, covering RGB, multispectral, hyperspectral and light detection and ranging (LiDAR) sensor applications aboard UAVs. The papers reveal innovative techniques involving image analysis and cloud points. However, it should be emphasized that this Special Issue is a small sample of UAV applications in agriculture and that there is much more to investigate.

Precision Agriculture '19

Author : John V. Stafford
Publisher : Brill Wageningen Academic
ISBN 13 : 9789086863372
Total Pages : 0 pages
Book Rating : 4.8/5 (633 download)

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Book Synopsis Precision Agriculture '19 by : John V. Stafford

Download or read book Precision Agriculture '19 written by John V. Stafford and published by Brill Wageningen Academic. This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Precision agriculture is a reality in agriculture and is playing a key role as the industry comes to terms with the environment, market forces, quality requirements, traceability, vehicle guidance and crop management. These proceedings contain reviewed papers presented at the 12th European Conference on Precision Agriculture. The papers reflect the wide range of disciplines that impinge on precision agriculture - technology, crop science, soil science, agronomy, information technology, decision support, remote sensing and others.

Biophysical and Biochemical Characterization and Plant Species Studies

Author : Prasad S. Thenkabail
Publisher : CRC Press
ISBN 13 : 0429775210
Total Pages : 498 pages
Book Rating : 4.4/5 (297 download)

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Book Synopsis Biophysical and Biochemical Characterization and Plant Species Studies by : Prasad S. Thenkabail

Download or read book Biophysical and Biochemical Characterization and Plant Species Studies written by Prasad S. Thenkabail and published by CRC Press. This book was released on 2018-12-06 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hyperspectral remote sensing has been increasingly used in studding and assessing biophysical and biochemical properties of agricultural crops. This volume demonstrates the experience and the methods used in studying terrestrial vegetation using hyperspectral data. It focuses on specific applications, reviews existing “state-of-art” knowledge, highlights the advances made, and provides guidance for appropriate use of hyperspectral data in applications such as crop yield modeling, crop biophysical and biochemical property characterization, and crop moisture assessment. Includes extensive discussions on data processing and how to implement data processing mechanisms.

Soil and Crop Sensing for Precision Crop Production

Author : Minzan Li
Publisher : Springer Nature
ISBN 13 : 3030704327
Total Pages : 331 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Soil and Crop Sensing for Precision Crop Production by : Minzan Li

Download or read book Soil and Crop Sensing for Precision Crop Production written by Minzan Li and published by Springer Nature. This book was released on 2022-09-07 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: Soil and crop sensing is a fundamental component and the first important step in precision agriculture. Unless the level of soil and crop variability is known, appropriate management decisions cannot be made and implemented. In the last few decades, various ground-based sensors have been developed to measure spatial variability in soil properties and nutrients, crop growth and yield, and pest conditions. Remote sensing as an important data collection tool has been increasingly used to map soil and crop growth variability as spatial, spectral and temporal resolutions of image data have improved significantly in recent years. While identifying spatial variability of soil and crop growth within fields is an important first step towards precision management, using that variability to formulate variable rate application plans of farming inputs such as fertilizers and pesticides is another essential step in precision agriculture.The purpose of this book is to present the historical, current and future developments of soil and crop sensing technologies with fundamentals and practical examples. The first chapter gives an overview of soil and crop sensing technologies for precision crop production. The next six chapters provide details on theories, methods, practical applications, as well as challenges and future research needs for all aspects of soil and crop sensing. The last two chapters show how soil and crop sensing technologies can be used for plant phenotyping and precision fertilization. The chapters are written by some of the world’s leading experts who have contributed significantly to the developments of precision agriculture technologies, especially in the area of soil and crop sensing. They use their knowledge, experiences, and successful stories to present informative and up-to-date information on relevant topics. Therefore, this book is an invaluable addition to the literature and can be used as a reference by scientists, engineers, practitioners, and college students for the dissemination and advancement of precision agriculture technologies for practical applications.