Using Remote Sensing In Soybean Breeding

Download Using Remote Sensing In Soybean Breeding full books in PDF, epub, and Kindle. Read online Using Remote Sensing In Soybean Breeding ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

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)

DOWNLOAD NOW!

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

Soybean Breeding

Author : Felipe Lopes da Silva
Publisher : Springer
ISBN 13 : 3319574337
Total Pages : 439 pages
Book Rating : 4.3/5 (195 download)

DOWNLOAD NOW!

Book Synopsis Soybean Breeding by : Felipe Lopes da Silva

Download or read book Soybean Breeding written by Felipe Lopes da Silva and published by Springer. This book was released on 2017-06-10 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book was written by soybean experts to cluster in a single publication the most relevant and modern topics in soybean breeding. It is geared mainly to students and soybean breeders around the world. It is unique since it presents the challenges and opportunities faced by soybean breeders outside the temperate world.

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)

DOWNLOAD NOW!

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:

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)

DOWNLOAD NOW!

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.

Physiological Determinants of Crop Growth

Author : D. A. Charles-Edwards
Publisher :
ISBN 13 :
Total Pages : 184 pages
Book Rating : 4.3/5 (91 download)

DOWNLOAD NOW!

Book Synopsis Physiological Determinants of Crop Growth by : D. A. Charles-Edwards

Download or read book Physiological Determinants of Crop Growth written by D. A. Charles-Edwards and published by . This book was released on 1982 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt:

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)

DOWNLOAD NOW!

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.

Novel Technologies for Soybean Improvement

Author : Xianzhong Feng
Publisher : Frontiers Media SA
ISBN 13 : 2832503993
Total Pages : 303 pages
Book Rating : 4.8/5 (325 download)

DOWNLOAD NOW!

Book Synopsis Novel Technologies for Soybean Improvement by : Xianzhong Feng

Download or read book Novel Technologies for Soybean Improvement written by Xianzhong Feng and published by Frontiers Media SA. This book was released on 2022-11-14 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Hyperspectral Remote Sensing of Vegetation, Second Edition, Four Volume Set

Author : Prasad S. Thenkabail
Publisher : CRC Press
ISBN 13 : 1351659111
Total Pages : 1637 pages
Book Rating : 4.3/5 (516 download)

DOWNLOAD NOW!

Book Synopsis Hyperspectral Remote Sensing of Vegetation, Second Edition, Four Volume Set by : Prasad S. Thenkabail

Download or read book Hyperspectral Remote Sensing of Vegetation, Second Edition, Four Volume Set written by Prasad S. Thenkabail and published by CRC Press. This book was released on 2022-07-30 with total page 1637 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 state-of-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. Volume I, Fundamentals, Sensor Systems, Spectral Libraries, and Data Mining for Vegetation introduces the fundamentals of hyperspectral or imaging spectroscopy data, including hyperspectral data processes, sensor systems, spectral libraries, and data mining and analysis, covering both the strengths and limitations of these topics. Volume II, Hyperspectral Indices and Image Classifications for Agriculture and Vegetation evaluates the performance of hyperspectral narrowband or imaging spectroscopy data with specific emphasis on the uses and applications of hyperspectral narrowband vegetation indices in characterizing, modeling, mapping, and monitoring agricultural crops and 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. Volume IV, Advanced Applications in Remote Sensing of Agricultural Crops and Natural Vegetation discusses the use of hyperspectral or imaging spectroscopy data in numerous specific and advanced applications, such as forest management, precision farming, managing invasive species, and local to global land cover change detection.

Advances in Agronomy

Author : Donald L. Sparks
Publisher : Elsevier
ISBN 13 : 0443192677
Total Pages : 338 pages
Book Rating : 4.4/5 (431 download)

DOWNLOAD NOW!

Book Synopsis Advances in Agronomy by : Donald L. Sparks

Download or read book Advances in Agronomy written by Donald L. Sparks and published by Elsevier. This book was released on 2023-07-29 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Agronomy, Volume 181, the latest release in this leading reference on agronomy, contains a variety of updates and highlights new advances in the field, with each chapter written by an international board of authors. - Includes numerous, timely, state-of-the-art reviews on the latest advancements in agronomy - Features distinguished, well recognized authors from around the world - Builds upon this venerable and iconic review series - Covers the extensive variety and breadth of subject matter in the crop and soil sciences

Spectroscopy, imaging and machine learning for crop stress

Author : Shizhuang Weng
Publisher : Frontiers Media SA
ISBN 13 : 2832532209
Total Pages : 176 pages
Book Rating : 4.8/5 (325 download)

DOWNLOAD NOW!

Book Synopsis Spectroscopy, imaging and machine learning for crop stress by : Shizhuang Weng

Download or read book Spectroscopy, imaging and machine learning for crop stress written by Shizhuang Weng and published by Frontiers Media SA. This book was released on 2023-08-21 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt:

High Spatial Resolution Remote Sensing

Author : Yuhong He
Publisher : CRC Press
ISBN 13 : 0429893000
Total Pages : 381 pages
Book Rating : 4.4/5 (298 download)

DOWNLOAD NOW!

Book Synopsis High Spatial Resolution Remote Sensing by : Yuhong He

Download or read book High Spatial Resolution Remote Sensing written by Yuhong He and published by CRC Press. This book was released on 2018-06-27 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: High spatial resolution remote sensing is an area of considerable current interest and builds on developments in object-based image analysis, commercial high-resolution satellite sensors, and UAVs. It captures more details through high and very high resolution images (10 to 100 cm/pixel). This unprecedented level of detail offers the potential extraction of a range of multi-resource management information, such as precision farming, invasive and endangered vegetative species delineation, forest gap sizes and distribution, locations of highly valued habitats, or sub-canopy topographic information. Information extracted in high spatial remote sensing data right after a devastating earthquake can help assess the damage to roads and buildings and aid in emergency planning for contact and evacuation. To effectively utilize information contained in high spatial resolution imagery, High Spatial Resolution Remote Sensing: Data, Analysis, and Applications addresses some key questions: What are the challenges of using new sensors and new platforms? What are the cutting-edge methods for fine-level information extraction from high spatial resolution images? How can high spatial resolution data improve the quantification and characterization of physical-environmental or human patterns and processes? The answers are built in three separate parts: (1) data acquisition and preprocessing, (2) algorithms and techniques, and (3) case studies and applications. They discuss the opportunities and challenges of using new sensors and platforms and high spatial resolution remote sensing data and recent developments with a focus on UAVs. This work addresses the issues related to high spatial image processing and introduces cutting-edge methods, summarizes state-of-the-art high spatial resolution applications, and demonstrates how high spatial resolution remote sensing can support the extraction of detailed information needed in different systems. Using various high spatial resolution data, the third part of this book covers a range of unique applications, from grasslands to wetlands, karst areas, and cherry orchard trees.

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)

DOWNLOAD NOW!

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 of Vegetation

Author : Hamlyn G Jones
Publisher : Oxford University Press, USA
ISBN 13 : 0199207798
Total Pages : 381 pages
Book Rating : 4.1/5 (992 download)

DOWNLOAD NOW!

Book Synopsis Remote Sensing of Vegetation by : Hamlyn G Jones

Download or read book Remote Sensing of Vegetation written by Hamlyn G Jones and published by Oxford University Press, USA. This book was released on 2010-07-15 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: An accessible yet rigorous introduction to remote sensing and its application to the study of vegetation for advanced undergraduate and graduate students. The underlying physical and mathematical principles of the techniques disucussed are explained in a way readily understood by those without a strong mathematical background.

Biophysical and Biochemical Characterization and Plant Species Studies

Author : Prasad S. Thenkabail
Publisher : CRC Press
ISBN 13 : 0429775229
Total Pages : 385 pages
Book Rating : 4.4/5 (297 download)

DOWNLOAD NOW!

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 385 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.

Plant Phenotyping and Phenomics for Plant Breeding

Author : Gustavo A. Lobos
Publisher : Frontiers Media SA
ISBN 13 : 2889455327
Total Pages : 369 pages
Book Rating : 4.8/5 (894 download)

DOWNLOAD NOW!

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.

Remote Sensing in Precision Agriculture

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

DOWNLOAD NOW!

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

Building and Delivering Sustainability Solutions: Insights, Methods, and Case-Studies

Author : Nathaniel K. Newlands
Publisher : Frontiers Media SA
ISBN 13 : 2889630390
Total Pages : 191 pages
Book Rating : 4.8/5 (896 download)

DOWNLOAD NOW!

Book Synopsis Building and Delivering Sustainability Solutions: Insights, Methods, and Case-Studies by : Nathaniel K. Newlands

Download or read book Building and Delivering Sustainability Solutions: Insights, Methods, and Case-Studies written by Nathaniel K. Newlands and published by Frontiers Media SA. This book was released on 2019-10-18 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sustaining ecosystems to deliver what people need and value, while mitigating and adapting to global climate change and extreme event impacts, presents a complex set of environmental, economic, and social challenges in ensuring resilient and sustainable food production. The Climate Smart Landscape (CSL) approach has emerged as an integrated management strategy to address the increasing pressures on agricultural production, ecosystem conservation, rural livelihoods, climate change mitigation and adaptation. Deploying cheaper, more accurate, and efficient technology enables the harnessing of big data for use in solving sustainability challenges. With improved integrated analytical frameworks, statistical approaches, spatially- explicit models and indices, the CSL approach can be further developed and applied for more resilient, productive, and sustainable ecosystems. This eBook brings together original research, review, hypothesis, theory, and technology report articles, involving 87 authors from 9 countries across Asia, Europe, and North America. These articles present new methodological and technological innovation, findings, and insights across four themes: (1) landscape productivity and crop suitability, (2) variable crop requirements for water and nutrients, (3) crop health status, phenology, and phenotyping, and (4) crop disease assessment and prediction under integrated pest management (IPM).