Uas Remote Sensing Methods For Mapping Monitoring And Modeling Crops
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Uas Remote Sensing Methods For Mapping Monitoring And Modeling Crops
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Author : Francisco Javier Mesas Carrascosa
language : en
Publisher: MDPI
Release Date : 2021-04-22
Uas Remote Sensing Methods For Mapping Monitoring And Modeling Crops written by Francisco Javier Mesas Carrascosa and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-22 with Technology & Engineering categories.
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.
Remote Sensing In Precision Agriculture
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Author : Salim Lamine
language : en
Publisher: Elsevier
Release Date : 2023-10-20
Remote Sensing In Precision Agriculture written by Salim Lamine and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-20 with Technology & Engineering categories.
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
Applications Of Remote Sensing In Agriculture
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Author : M. D. Steven
language : en
Publisher: Elsevier
Release Date : 2013-10-22
Applications Of Remote Sensing In Agriculture written by M. D. Steven and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-22 with Technology & Engineering categories.
Applications of Remote Sensing in Agriculture contains the proceedings of the 48th Easter School in Agricultural Science, held at the University of Nottingham on April 3-7, 1989. The meeting invites 146 delegates from over 22 countries and contributions to this book come from nine countries. This book generally presents a review of the achievements of remote sensing in agriculture, establishes the state of the art, and gives pointers to developments. This text is organized into seven parts, wherein Parts I-III cover the principles of remote sensing, climate, soil, land classification, and crop inventories. Productivity; stress; techniques for agricultural applications; and opportunities, progress, and prospects in the field of remote sensing in agriculture are also discussed.
Recent Advances In Remote Sensing For Crop Growth Monitoring
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Author :
language : en
Publisher:
Release Date : 2016
Recent Advances In Remote Sensing For Crop Growth Monitoring written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Electronic books categories.
Recent Advances in Remote Sensing for Crop Growth Monitoring.
Advanced Technologies Of Uav Application In Crop Pest Disease And Weed Control
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Author : Ruirui Zhang
language : en
Publisher: Frontiers Media SA
Release Date : 2023-11-29
Advanced Technologies Of Uav Application In Crop Pest Disease And Weed Control written by Ruirui Zhang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-29 with Science categories.
Federal Data Science
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Author : Feras A. Batarseh
language : en
Publisher: Academic Press
Release Date : 2017-09-21
Federal Data Science written by Feras A. Batarseh and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-21 with Computers categories.
Federal Data Science serves as a guide for federal software engineers, government analysts, economists, researchers, data scientists, and engineering managers in deploying data analytics methods to governmental processes. Driven by open government (2009) and big data (2012) initiatives, federal agencies have a serious need to implement intelligent data management methods, share their data, and deploy advanced analytics to their processes. Using federal data for reactive decision making is not sufficient anymore, intelligent data systems allow for proactive activities that lead to benefits such as: improved citizen services, higher accountability, reduced delivery inefficiencies, lower costs, enhanced national insights, and better policy making. No other government-dedicated work has been found in literature that addresses this broad topic. This book provides multiple use-cases, describes federal data science benefits, and fills the gap in this critical and timely area. Written and reviewed by academics, industry experts, and federal analysts, the problems and challenges of developing data systems for government agencies is presented by actual developers, designers, and users of those systems, providing a unique and valuable real-world perspective. - Offers a range of data science models, engineering tools, and federal use-cases - Provides foundational observations into government data resources and requirements - Introduces experiences and examples of data openness from the US and other countries - A step-by-step guide for the conversion of government towards data-driven policy making - Focuses on presenting data models that work within the constraints of the US government - Presents the why, the what, and the how of injecting AI into federal culture and software systems
Rice Cultivation Under Abiotic Stress
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Author : Sudhakar Srivastava
language : en
Publisher: Academic Press
Release Date : 2025-05-30
Rice Cultivation Under Abiotic Stress written by Sudhakar Srivastava and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-30 with Technology & Engineering categories.
Rice Cultivation under Abiotic Stresses: Challenges and Opportunities provides a unique look at three key factors in optimized rice yield – cultivation practices, understanding abiotic stress response, and mitigation strategies – enabling the reader to better understand the cause, effect, and means of protecting rice crop yield. It is a uniquely comprehensive resource for advancing the sustainable and optimal production of rice that will be a valuable resource for researchers and advanced students in Agriculture, Agronomy, Botany, Plant Physiology, and Environmental Science.Rice is the primary source of energy for over half of the world's people. It can play a vital role against mal and under nutrition, but as climate and other abiotic challenges continue to impact yield, steps need to be taken to ensure production. - Presents technical advances, including the use of artificial intelligence and the status of C4 rice - Explores cultural practices in rice cultivation, including submergent tolerant rice and heavy metals stress tolerant mechanisms for translational insights - Targeted specifically for issues related to the environment
Hyperspectral Imaging Technology A Novel Method For Agricultural And Biosecurity Diagnostics
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Author : Penghao Wang
language : en
Publisher: Frontiers Media SA
Release Date : 2021-12-22
Hyperspectral Imaging Technology A Novel Method For Agricultural And Biosecurity Diagnostics written by Penghao Wang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-22 with Science categories.
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.
Harnessing Machine Learning To Decode Plant Microbiome Dynamics For Sustainable Agriculture
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Author : Eman Mohammad Khalaf
language : en
Publisher: Frontiers Media SA
Release Date : 2025-06-17
Harnessing Machine Learning To Decode Plant Microbiome Dynamics For Sustainable Agriculture written by Eman Mohammad Khalaf and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-17 with Science categories.
The field of plant-associated microbiomes has garnered significant attention due to its potential to address global food insecurity, particularly in low and middle-income countries. As the global population continues to grow, improving crop yield and productivity through advanced breeding programs has become imperative. Plants and their associated microbial communities have co-evolved over millennia, forming intricate relationships that significantly impact plant health and fitness. Recent studies have highlighted the benefits of these microbial communities, such as enhanced growth, improved nutrient uptake, and increased tolerance to environmental stresses. Despite these advancements, traditional methods of analyzing multi-omics data—such as meta-genomics, meta-transcriptomics, and meta-proteomics—are often inadequate. These methods struggle with false positives and fail to capture the interaction effects between variables, leaving gaps in our understanding of how microbiomes influence plant phenotypes. The advent of machine-learning (ML) algorithms has revolutionized this field, offering new ways to analyze complex microbiome data and predict their impact on plant traits.
Horticultural Reviews Volume 45
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Author : Ian Warrington
language : en
Publisher: John Wiley & Sons
Release Date : 2018-03-27
Horticultural Reviews Volume 45 written by Ian Warrington and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-27 with Science categories.
Horticultural Reviews presents state-of-the-art reviews on topics in horticultural science and technology covering both basic and applied research. Topics covered include the horticulture of fruits, vegetables, nut crops, and ornamentals. These review articles, written by world authorities, bridge the gap between the specialized researcher and the broader community of horticultural scientists and teachers.