UAV Remote Sensing for Plant Traits and Stress

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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:

UAVs for Vegetation Monitoring

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Publisher : Mdpi AG
ISBN 13 : 9783036521923
Total Pages : 466 pages
Book Rating : 4.5/5 (219 download)

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Book Synopsis UAVs for Vegetation Monitoring by : Ana de Castro Megías

Download or read book UAVs for Vegetation Monitoring written by Ana de Castro Megías and published by Mdpi AG. This book was released on 2021-11-03 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book compiles a set of original and innovative papers included in the Special Issue on UAVs for vegetation monitoring, which proves the wide scope of UAVs in very diverse vegetation applications, both in agricultural and forestry scenarios, ranging from the characterization of relevant vegetation features to the detection of plant or crop stressors. New methods and techniques are developed and applied to diverse vegetation scenarios to meet the main challenge of sustainability.

Vegetation Monitoring

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Publisher : DIANE Publishing
ISBN 13 : 9780788148378
Total Pages : 190 pages
Book Rating : 4.1/5 (483 download)

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Book Synopsis Vegetation Monitoring by : Caryl L. Elzinga

Download or read book Vegetation Monitoring written by Caryl L. Elzinga and published by DIANE Publishing. This book was released on 1998-05 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: This annotated bibliography documents literature addressing the design and implementation of vegetation monitoring. It provides resources managers, ecologists, and scientists access to the great volume of literature addressing many aspects of vegetation monitoring: planning and objective setting, choosing vegetation attributes to measure, sampling design, sampling methods, statistical and graphical analysis, and communication of results. Over half of the 1400 references have been annotated. Keywords pertaining to the type of monitoring or method are included with each bibliographic entry. Keyword index.

Biophysical and Biochemical Characterization and Plant Species Studies

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Publisher : CRC Press
ISBN 13 : 0429775229
Total Pages : 348 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 2018-12-07 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by leading global experts, including pioneers in the field, the four-volume set on Hyperspectral Remote Sensing of Vegetation, Second Edition, reviews existing stateof- the-art knowledge, highlights advances made in different areas, and provides guidance for the appropriate use of hyperspectral data in the study and management of agricultural crops and natural vegetation. Hyperspectral remote sensing or imaging spectroscopy data has been increasingly used in studying and assessing the biophysical and biochemical properties of agricultural crops and natural vegetation. Volume III, Biophysical and Biochemical Characterization and Plant Species Studies demonstrates the methods that are developed and used to study terrestrial vegetation using hyperspectral data. This volume includes extensive discussions on hyperspectral data processing and how to implement data processing mechanisms for specific biophysical and biochemical applications such as crop yield modeling, crop biophysical and biochemical property characterization, and crop moisture assessments. The concluding chapter provides readers with useful guidance on the highlights and essence of Volume III through the editors’ perspective. Key Features of Volume III: Covers recent abilities to better quantify, model, and map plant biophysical, biochemical water, and structural properties. Demonstrates characteristic hyperspectral properties through plant diagnostics or throughput phenotyping of plant biophysical, biochemical, water, and structural properties. Establishes plant traits through hyperspectral imaging spectroscopy data as well as its integration with other data, such as LiDAR, using data from various platforms (ground-based, UAVs, and earth-observing satellites). Studies photosynthetic efficiency and plant health and stress through hyperspectral narrowband vegetation indices. Uses hyperspectral data to discriminate plant species and\or their types as well as their characteristics, such as growth stages. Compares studies of plant species of agriculture, forests, and other land use\land cover as established by hyperspectral narrowband data versus multispectral broadband data. Discusses complete solutions from methods to applications, inventory, and modeling considering various platform (e.g., earth-observing satellites, UAVs, handheld spectroradiometers) from where the data is gathered. Dwells on specific applications to detect and map invasive species by using hyperspectral data.

IoT, UAV, BCI Empowered Deep Learning models in Precision Agriculture

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Publisher : Frontiers Media SA
ISBN 13 : 283254892X
Total Pages : 245 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis IoT, UAV, BCI Empowered Deep Learning models in Precision Agriculture by : José Dias Pereira

Download or read book IoT, UAV, BCI Empowered Deep Learning models in Precision Agriculture written by José Dias Pereira and published by Frontiers Media SA. This book was released on 2024-05-10 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine vision applications in precision agriculture have attracted a great deal of attention. They focus on monitoring, protection, and management of various plant populations. These applications have shown potential value in reforming crucial components of plant production, including fine-grained ripeness recognition of all kinds of plants and detecting and classifying weeds, seeds, and pests for crop health, quality, and quantity enhancement. In recent decades, the extensive achievements of deep learning techniques have shown significant opportunities for almost all fields. Accordingly, many deep learning models have been presented for different types of images and have achieved promising outcomes. The deep learning-based approaches can contribute to gaining insights into the plants' inherent characteristics and the surrounding environmental elements. This research topic's primary value is providing a platform for deep learning-based applications for precision agriculture. These applications can be fairly evaluated and compared with each other. Accordingly, more effective and efficient detection and classification approaches for precision agriculture can be developed or optimized.

Non-Destructive Methods for Monitoring Plant Health

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Publisher : Frontiers Media SA
ISBN 13 : 2832516262
Total Pages : 160 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Non-Destructive Methods for Monitoring Plant Health by : Nam-Hai Chua

Download or read book Non-Destructive Methods for Monitoring Plant Health written by Nam-Hai Chua and published by Frontiers Media SA. This book was released on 2023-03-02 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Stress Tolerance in Horticultural Crops

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Publisher : Woodhead Publishing
ISBN 13 : 0323853633
Total Pages : 442 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Stress Tolerance in Horticultural Crops by : Ajay Kumar

Download or read book Stress Tolerance in Horticultural Crops written by Ajay Kumar and published by Woodhead Publishing. This book was released on 2021-05-14 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stress Tolerance in Horticultural Crops: Challenges and Mitigation Strategies explores concepts, strategies and recent advancements in the area of abiotic stress tolerance in horticultural crops, highlighting the latest advances in molecular breeding, genome sequencing and functional genomics approaches. Further sections present specific insights on different aspects of abiotic stress tolerance from classical breeding, hybrid breeding, speed breeding, epigenetics, gene/quantitative trait loci (QTL) mapping, transgenics, physiological and biochemical approaches to OMICS approaches, including functional genomics, proteomics and genomics assisted breeding. Due to constantly changing environmental conditions, abiotic stress such as high temperature, salinity and drought are being understood as an imminent threat to horticultural crops, including their detrimental effects on plant growth, development, reproduction, and ultimately, on yield. This book offers a comprehensive resource on new developments that is ideal for anyone working in the field of abiotic stress management in horticultural crops, including researchers, students and educators. Describes advances in whole genome and next generation sequencing approaches for breeding climate smart horticultural crops Details advanced germplasm tolerance to abiotic stresses screened in the recent past and their performance Includes advancements in OMICS approaches in horticultural crops

Crop Stress and its Management: Perspectives and Strategies

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Publisher : Springer Science & Business Media
ISBN 13 : 9789400722200
Total Pages : 612 pages
Book Rating : 4.7/5 (222 download)

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Book Synopsis Crop Stress and its Management: Perspectives and Strategies by : B. Venkateswarlu

Download or read book Crop Stress and its Management: Perspectives and Strategies written by B. Venkateswarlu and published by Springer Science & Business Media. This book was released on 2011-11-22 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Crops experience an assortment of environmental stresses which include abiotic viz., drought, water logging, salinity, extremes of temperature, high variability in radiation, subtle but perceptible changes in atmospheric gases and biotic viz., insects, birds, other pests, weeds, pathogens (viruses and other microbes). The ability to tolerate or adapt and overwinter by effectively countering these stresses is a very multifaceted phenomenon. In addition, the inability to do so which renders the crops susceptible is again the result of various exogenous and endogenous interactions in the ecosystem. Both biotic and abiotic stresses occur at various stages of plant development and frequently more than one stress concurrently affects the crop. Stresses result in both universal and definite effects on plant growth and development. One of the imposing tasks for the crop researchers globally is to distinguish and to diminish effects of these stress factors on the performance of crop plants, especially with respect to yield and quality of harvested products. This is of special significance in view of the impending climate change, with complex consequences for economically profitable and ecologically and environmentally sound global agriculture. The challenge at the hands of the crop scientist in such a scenario is to promote a competitive and multifunctional agriculture, leading to the production of highly nourishing, healthy and secure food and animal feed as well as raw materials for a wide variety of industrial applications. In order to successfully meet this challenge researchers have to understand the various aspects of these stresses in view of the current development from molecules to ecosystems. The book will focus on broad research areas in relation to these stresses which are in the forefront in contemporary crop stress research.

Remote Sensing for Field-based Crop Phenotyping

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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

Current advances in genomics and gene editing tools for crop improvement in a changing climate scenario

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Publisher : Frontiers Media SA
ISBN 13 : 2832528112
Total Pages : 312 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Current advances in genomics and gene editing tools for crop improvement in a changing climate scenario by : Vijay Rani Rajpal

Download or read book Current advances in genomics and gene editing tools for crop improvement in a changing climate scenario written by Vijay Rani Rajpal and published by Frontiers Media SA. This book was released on 2023-07-10 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt:

UAV or Drones for Remote Sensing Applications

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Publisher : MDPI
ISBN 13 : 3038970913
Total Pages : 381 pages
Book Rating : 4.0/5 (389 download)

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Book Synopsis UAV or Drones for Remote Sensing Applications by : Felipe Gonzalez Toro

Download or read book UAV or Drones for Remote Sensing Applications written by Felipe Gonzalez Toro and published by MDPI. This book was released on 2018-11-23 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a printed edition of the Special Issue "UAV or Drones for Remote Sensing Applications" that was published in Sensors

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

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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.

Phenomics

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Publisher : Frontiers Media SA
ISBN 13 : 2889456072
Total Pages : 222 pages
Book Rating : 4.8/5 (894 download)

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Book Synopsis Phenomics by : John Doonan

Download or read book Phenomics written by John Doonan and published by Frontiers Media SA. This book was released on 2018-11-08 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Phenomics" is an emerging area of research whose aspiration is the systematic measurement of the physical, physiological and biochemical traits (the phenome) belonging to a given individual or collection of individuals. Non-destructive or minimally invasive techniques allow repeated measurements across time to follow phenotypes as a function of developmental time. These longitudinal traits promise new insights into the ways in which crops respond to their environment including how they are managed. To maximize the benefit, these approaches should ideally be scalable so that large populations in multiple environments can be sampled repeatedly at reasonable cost. Thus, the development and validation of non-contact sensing technologies remains an area of intensive activity that ranges from Remote Sensing of crops within the landscape to high resolution at the subcellular level. Integration of this potentially highly dimensional data and linking it with variation at the genetic level is an ongoing challenge that promises to release the potential of both established and under-exploited crops.

Applications of Computer Vision and Drone Technology in Agriculture 4.0

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Publisher : Springer Nature
ISBN 13 : 9819986842
Total Pages : 332 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Applications of Computer Vision and Drone Technology in Agriculture 4.0 by : Siddharth Singh Chouhan

Download or read book Applications of Computer Vision and Drone Technology in Agriculture 4.0 written by Siddharth Singh Chouhan and published by Springer Nature. This book was released on with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Cotton

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Publisher : John Wiley & Sons
ISBN 13 : 0891186255
Total Pages : 816 pages
Book Rating : 4.8/5 (911 download)

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Book Synopsis Cotton by : David D. Fang

Download or read book Cotton written by David D. Fang and published by John Wiley & Sons. This book was released on 2020-01-22 with total page 816 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Cotton, 2nd edition, edited by David D. Fang and Richard G. Percy, is a long awaited, much needed comprehensive update on the science of cotton. This book epitomizes the thorough coverage of an Agronomy Monograph. Readers will find essential coverage of the many scientific advancements in the field, from fiber handling to the transgenic cotton revolution. This amazing and versatile crop, cultivated for more than 7000 years, is one of the most powerful stories in agricultural science. More than 50 experts who contributed to this volume represent the leading edge of this exciting story."

Wheat Improvement

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Publisher : Springer Nature
ISBN 13 : 3030906736
Total Pages : 660 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Wheat Improvement by : Matthew P. Reynolds

Download or read book Wheat Improvement written by Matthew P. Reynolds and published by Springer Nature. This book was released on 2022 with total page 660 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open-access textbook provides a comprehensive, up-to-date guide for students and practitioners wishing to access in a single volume the key disciplines and principles of wheat breeding. Wheat is a cornerstone of food security: it is the most widely grown of any crop and provides 20% of all human calories and protein. The authorship of this book includes world class researchers and breeders whose expertise spans cutting-edge academic science all the way to impacts in farmers' fields. The book's themes and authors were selected to provide a didactic work that considers the background to wheat improvement, current mainstream breeding approaches, and translational research and avant garde technologies that enable new breakthroughs in science to impact productivity. While the volume provides an overview for professionals interested in wheat, many of the ideas and methods presented are equally relevant to small grain cereals and crop improvement in general. The book is affordable, and because it is open access, can be readily shared and translated -- in whole or in part -- to university classes, members of breeding teams (from directors to technicians), conference participants, extension agents and farmers. Given the challenges currently faced by academia, industry and national wheat programs to produce higher crop yields -- often with less inputs and under increasingly harsher climates -- this volume is a timely addition to their toolkit.

Hyperspectral Remote Sensing of Agriculture and Vegetation

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Author :
Publisher : MDPI
ISBN 13 : 3039439073
Total Pages : 266 pages
Book Rating : 4.0/5 (394 download)

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Book Synopsis Hyperspectral Remote Sensing of Agriculture and Vegetation by : Simone Pascucci

Download or read book Hyperspectral Remote Sensing of Agriculture and Vegetation written by Simone Pascucci and published by MDPI. This book was released on 2021-01-20 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows recent and innovative applications of the use of hyperspectral technology for optimal quantification of crop, vegetation, and soil biophysical variables at various spatial scales, which can be an important aspect in agricultural management practices and monitoring. The articles collected inside the book are intended to help researchers and farmers involved in precision agriculture techniques and practices, as well as in plant nutrient prediction, to a higher comprehension of strengths and limitations of the application of hyperspectral imaging to agriculture and vegetation. Hyperspectral remote sensing for studying agriculture and natural vegetation is a challenging research topic that will remain of great interest for different sciences communities in decades.