Spectroscopy Imaging And Machine Learning For Crop Stress

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Spectroscopy, imaging and machine learning for crop stress

Author : Shizhuang Weng,Baohua Zhang,Yijun Yan
Publisher : Frontiers Media SA
Page : 176 pages
File Size : 51,9 Mb
Release : 2023-08-21
Category : Science
ISBN : 9782832532201

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Spectroscopy, imaging and machine learning for crop stress by Shizhuang Weng,Baohua Zhang,Yijun Yan Pdf

Precision Crop Protection - the Challenge and Use of Heterogeneity

Author : Erich-Christian Oerke,Roland Gerhards,Gunter Menz,Richard A. Sikora
Publisher : Springer Science & Business Media
Page : 441 pages
File Size : 54,6 Mb
Release : 2010-08-03
Category : Technology & Engineering
ISBN : 9789048192779

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Precision Crop Protection - the Challenge and Use of Heterogeneity by Erich-Christian Oerke,Roland Gerhards,Gunter Menz,Richard A. Sikora Pdf

Precision farming is an agricultural management system using global navigation satellite systems, geographic information systems, remote sensing, and data management systems for optimizing the use of nutrients, water, seed, pesticides and energy in heterogeneous field situations. This book provides extensive information on the state-of-the-art of research on precision crop protection and recent developments in site-specific application technologies for the management of weeds, arthropod pests, pathogens and nematodes. It gives the reader an up-to-date and in-depth review of both basic and applied research developments. The chapters discuss I) biology and epidemiology of pests, II) new sensor technologies, III) applications of multi-scale sensor systems, IV) sensor detection of pests in growing crops, V) spatial and non-spatial data management, VI) impact of pest heterogeneity and VII) precise mechanical and chemical pest control.

Application of Spectroscopy in Agricultural Environment and Livestock Breeding

Author : Leizi Jiao,Jinchang Ren,Kun Wang
Publisher : Frontiers Media SA
Page : 137 pages
File Size : 41,6 Mb
Release : 2023-08-29
Category : Science
ISBN : 9782832532577

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Application of Spectroscopy in Agricultural Environment and Livestock Breeding by Leizi Jiao,Jinchang Ren,Kun Wang Pdf

Intelligent agriculture is the inevitable trend of future agriculture. As the brain of intelligent agriculture, advanced sensors determine the degree of agricultural environment and crop perception. However, an outstanding problem is the long-standing lack of effective sensing and monitoring tools in agriculture. Most information still relies on time-consuming and complex laboratory analysis and can only be off-line measured. Therefore, in-situ, on-line and sensitive methods for monitoring information about the agricultural environment and crops are urgently needed. With the development of material science, manufacturing technology and spectroscopy, more and more fast and high-precision spectroscopic methods and sensors are applied in the agricultural environment, livestock breeding and crop. Especially with the development of spectral enhancement, image processing and deep learning techniques, the study of the advanced spectroscopic methods to rapidly and precisely detect heavy metals and nutrients in the soil, harmful gas, water pollutant and crop stress will reduce the probability of subjective error judgment and improves agricultural management and production efficiency. Application of spectroscopy in an agricultural environment and livestock breeding is a research topic of Frontiers in Physics that publishes original research on the field of agricultural physics. And the aim of this research topic is to explore novel and groundbreaking spectroscopic methods to rapidly and in-situ detect information about the agricultural environment, livestock breeding and crop stress, which could be beneficial in the development of Intelligent agriculture.

Sustainable Crop Productivity and Quality under Climate Change

Author : Fulai Liu,Xiangnan Li,Petra Hogy,Dong Jiang,Marian Brestic,Bing Liu
Publisher : Academic Press
Page : 408 pages
File Size : 46,5 Mb
Release : 2022-06-07
Category : Science
ISBN : 9780323854504

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Sustainable Crop Productivity and Quality under Climate Change by Fulai Liu,Xiangnan Li,Petra Hogy,Dong Jiang,Marian Brestic,Bing Liu Pdf

Sustainable Crop Productivity and Quality under Climate Change: Responses of Crop Plants to Climate Change explores the physiological, biochemical, and molecular basis of the responses of major crop plants to a range of climate change scenarios. From the development of climate-resilient crop varieties which lead to enhanced crop productivity and quality to better utilization of natural resources to ensure food security through modern breeding techniques, it presents insights into improving yield while securing the environment. Understanding the impact of climate on crop quality and production is a key challenge of crop science. Predicted increases in climate variability necessitate crop varieties with intrinsic resilience to cooccurring abiotic stresses such as heat, drought, and flooding in a future climate of elevated CO2. This book presents a much-needed mechanistic understanding of the interactions between multiple stress responses of plants that is required to identify and take advantage of acclimation traits in major crop species as a prerequisite for securing robust yield and good quality. This book is an excellent reference for crop and agricultural scientists, plant scientists, and researchers working on crop plant ecophysiology/stress physiology and future crop production. Includes breeding strategies for developing climate-resilient crop varieties Presents a comprehensive overview of the current challenges, approaches, and best practices Authored by frontline researchers and experts who work at the fields of climate change impacts on crop productivity

Proceedings of IPSC 2019 - 2nd International Plant Spectroscopy Conference

Author : Lisbeth Garbrecht Thygesen,Andras Gorzsas,Hartwig Schulz
Publisher : Frontiers Media SA
Page : 211 pages
File Size : 41,8 Mb
Release : 2020-12-28
Category : Science
ISBN : 9782889662807

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Proceedings of IPSC 2019 - 2nd International Plant Spectroscopy Conference by Lisbeth Garbrecht Thygesen,Andras Gorzsas,Hartwig Schulz Pdf

This eBook is a collection of articles from a Frontiers Research Topic. Frontiers Research Topics are very popular trademarks of the Frontiers Journals Series: they are collections of at least ten articles, all centered on a particular subject. With their unique mix of varied contributions from Original Research to Review Articles, Frontiers Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author by contacting the Frontiers Editorial Office: frontiersin.org/about/contact.

State-of-the-art technology and applications in crop phenomics, volume II

Author : Wanneng Yang,John Doonan,Xinyu Guo,Xiaohui Yuan,Feng Ling
Publisher : Frontiers Media SA
Page : 266 pages
File Size : 50,6 Mb
Release : 2023-06-06
Category : Science
ISBN : 9782832520963

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State-of-the-art technology and applications in crop phenomics, volume II by Wanneng Yang,John Doonan,Xinyu Guo,Xiaohui Yuan,Feng Ling Pdf

Digital Imaging of Plants

Author : Michele Pisante,Kathy Steppe,Angelica Galieni,Nicola D’Ascenzo,Fabio Stagnari,Qingguo Xie
Publisher : Frontiers Media SA
Page : 309 pages
File Size : 47,7 Mb
Release : 2022-07-28
Category : Science
ISBN : 9782889766406

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Digital Imaging of Plants by Michele Pisante,Kathy Steppe,Angelica Galieni,Nicola D’Ascenzo,Fabio Stagnari,Qingguo Xie Pdf

Microbial Management of Plant Stresses

Author : Ajay Kumar,Samir Droby
Publisher : Woodhead Publishing
Page : 282 pages
File Size : 45,6 Mb
Release : 2021-07-31
Category : Technology & Engineering
ISBN : 9780323859202

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Microbial Management of Plant Stresses by Ajay Kumar,Samir Droby Pdf

Microbial Management of Plant Stresses: Current Trends, Application and Challenges explores plant microbiota including isolated microbial communities that have been used to study the functional capacities, ecological structure and dynamics of the plant-microbe interaction with focus on agricultural crops. Presenting multiple examples and evidence of the potential genetic flexibility of microbial systems to counteract the climate induced stresses associated with their host as a part of indigenous system, this book presents strategies and approaches for improvement of microbiome. As climate changes have altered the global carbon cycling and ecological dynamics, the regular and periodic occurrences of severe salinity, drought, and heat stresses across the different regimes of the agro-ecological zones have put additional constraints on agricultural ecosystem to produce efficient foods and other derived products for rapidly growing world population through low cost and sustainable technology. Furthermore chemical amendments, agricultural inputs and other innovative technologies although may have fast results with fruitful effects for enhancing crop productivity but also have other ecological drawbacks and environmental issues and offer limited use opportunities. Microbial formulations and/or microbial consortia deploying two or multiple partners have been frequently used for mitigation of various stresses, however, field success is often variable and improvement Smart, knowledge-driven selection of microorganisms is needed as well as the use of suitable delivery approaches and formulations. Microbial Management of Plant Stresses: Current Trends, Application and Challenges presents the functional potential of plant microbiota to address current challenges in crop production addressing this urgent need to bring microbial innovations into practice. Demonstrates microbial ecosystems as an indigenous system for improving plant growth, health and stress resilience Covers all the novel aspects of microbial regulatory mechanism. Key challenges associated with microbial delivery and successful establishment for plant growth promotion and stress avoidance Explores plant microbiome and the modulation of plant defense and ecological dynamics under stressed environment

Encyclopedia of Digital Agricultural Technologies

Author : Qin Zhang
Publisher : Springer Nature
Page : 1636 pages
File Size : 48,9 Mb
Release : 2023-10-11
Category : Technology & Engineering
ISBN : 9783031248610

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Encyclopedia of Digital Agricultural Technologies by Qin Zhang Pdf

Digital agriculture is an emerging concept of modern farming that refers to managing farms using modern Engineering, Information and Communication Technologies (EICT) aiming at increasing the overall efficiency of agricultural production, improving the quantity and quality of products, and optimizing the human labor required and natural resource consumption in operations. This encyclopedia is designed to collect the summaries of knowledge on as many as subjects or aspects relevant to ECIT for digital agriculture, present such knowledge in entries, and arrange them alphabetically by articles titles. Springer Major Reference Works platform offers Live Update capability. Our reference work takes full advantage of this feature, which allows for continuous improvement or revision of published content electronically. The Editorial Board Dr. Irwin R. Donis-Gonzalez, University of California Davis, Dept. Biological and Agricultural Engineering, Davis, USA (Section: Postharvest Technologies) Prof. Paul Heinemann, Pennsylvania State University, Department Head of Agricultural and Biological Engineering, PA, USA (Section: Technologies for Crop Production) Prof. Manoj Karkee, Washington State University, Center for Precision and Automated Agricultural Systems, Washington, USA (Section: Robotics and Automation Technologies) Prof. Minzan Li, China Agricultural University, Beijing, China (Section: Precision Agricultural Technologies) Prof. Dikai Liu, University of Technology Sydney (UTS),Faculty of Engineering & Information Technologies, Broadway NSW, Australia (Section: AI, Information and Communication Technologies) Prof. Tomas Norton, University of Leuven, Dept. of Biosystems, Heverlee Leuven, Belgium (Section: Technologies for Animal and Aquatic Production) Dr. Manuela Zude-Sasse, Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB), Precision Horticulture, Potsdam, Germany (Section: Engineering and Mechanization Technologies)

Hyperspectral Remote Sensing of Agriculture and Vegetation

Author : Simone Pascucci,Stefano Pignatti,Raffaele Casa,Roshanak Darvishzadeh,Wenjiang Huang
Publisher : MDPI
Page : 266 pages
File Size : 43,5 Mb
Release : 2021-01-20
Category : Science
ISBN : 9783039439072

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Hyperspectral Remote Sensing of Agriculture and Vegetation by Simone Pascucci,Stefano Pignatti,Raffaele Casa,Roshanak Darvishzadeh,Wenjiang Huang Pdf

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.

Non-Destructive Methods for Monitoring Plant Health

Author : Nam-Hai Chua,Rajeev Ram,Michael S. Strano
Publisher : Frontiers Media SA
Page : 160 pages
File Size : 43,9 Mb
Release : 2023-03-02
Category : Science
ISBN : 9782832516263

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Non-Destructive Methods for Monitoring Plant Health by Nam-Hai Chua,Rajeev Ram,Michael S. Strano Pdf

Proceedings of International Conference on Communication and Artificial Intelligence

Author : Vishal Goyal,Manish Gupta,Aditya Trivedi,Mohan L. Kolhe
Publisher : Springer Nature
Page : 598 pages
File Size : 54,6 Mb
Release : 2021-05-10
Category : Technology & Engineering
ISBN : 9789813365469

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Proceedings of International Conference on Communication and Artificial Intelligence by Vishal Goyal,Manish Gupta,Aditya Trivedi,Mohan L. Kolhe Pdf

This book is a collection of best selected research papers presented at the International Conference on Communication and Artificial Intelligence (ICCAI 2020), held in the Department of Electronics & Communication Engineering, GLA University, Mathura, India, during 17–18 September 2020. The primary focus of the book is on the research information related to artificial intelligence, networks, and smart systems applied in the areas of industries, government sectors, and educational institutions worldwide. Diverse themes with a central idea of sustainable networking solutions are discussed in the book. The book presents innovative work by leading academics, researchers, and experts from industry.

Vibrational Spectroscopy for Plant Varieties and Cultivars Characterization

Author : Anonim
Publisher : Elsevier
Page : 314 pages
File Size : 49,8 Mb
Release : 2018-04-30
Category : Science
ISBN : 9780444640499

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Vibrational Spectroscopy for Plant Varieties and Cultivars Characterization by Anonim Pdf

Vibrational Spectroscopy for Plant Varieties and Cultivars Characterization, Volume 80, provides an overview on the application of vibrational spectroscopy to characterize plant cultivars and varieties. It covers a variety of aspects, including the potential of this technique for taxonomic purposes (species and cultivars/varieties identification), how to discriminate plants according to their ages and geographic regions, how to depict soil properties through plant characteristics, etc. Currently, most of these studies are performed through somewhat laborious techniques. This book presents reliable alternatives to such techniques, while also systematizing information concerning the application of vibration spectroscopy in this context. Guides academics through the application of vibrational spectroscopy Presents a valuable source of information for plant producers

Agricultural sensors and systems for field detection

Author : Ning Yang,Jianfeng Ping,Jun Steed Huang
Publisher : Frontiers Media SA
Page : 264 pages
File Size : 45,8 Mb
Release : 2023-11-06
Category : Science
ISBN : 9782832529805

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Agricultural sensors and systems for field detection by Ning Yang,Jianfeng Ping,Jun Steed Huang Pdf

UAV Remote Sensing for Plant Traits and Stress

Author : Alessandro Matese,Wenting Han,Peng Fu,Huihui Zhang,Jianfeng Zhou,Frédéric Cointault
Publisher : Frontiers Media SA
Page : 166 pages
File Size : 54,8 Mb
Release : 2022-06-06
Category : Science
ISBN : 9782889763337

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UAV Remote Sensing for Plant Traits and Stress by Alessandro Matese,Wenting Han,Peng Fu,Huihui Zhang,Jianfeng Zhou,Frédéric Cointault Pdf