Spectroscopy, imaging and machine learning for crop stress

Spectroscopy, imaging and machine learning for crop stress

Author: Shizhuang Weng

Publisher: Frontiers Media SA

Published: 2023-08-21

Total Pages: 176

ISBN-13: 2832532209

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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:


Vegetation Dynamics and Crop Stress

Vegetation Dynamics and Crop Stress

Author: Dipanwita Dutta

Publisher: Elsevier

Published: 2024-07-26

Total Pages: 317

ISBN-13: 0323956173

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Vegetation Dynamics and Crop Stress: An Earth-Observation Perspective focuses on vegetation dynamics and crop stress at both the regional and country levels by using earth observation (EO) data sets. The book uniquely provides a better understanding of natural vegetation and crop failure through geo-spatial technologies. This book covers biophysical control of vegetation, deforestation, desertification, drought, and crop-water efficiency, as well as the application of satellite-derived measures from optical, thermal, and microwave domains for monitoring and modeling crop condition, agricultural drought, and crop health in contrasting monsoon/weather episodes. Provides a quantitative analysis of vegetation and crop stress based on EO datasets Offers descriptions of the spatially explicit vegetation and crop model development, implementation, and validation Covers the impact of soil-water stress on crop performance and vegetation response to climate change using earth observation techniques


Book Synopsis Vegetation Dynamics and Crop Stress by : Dipanwita Dutta

Download or read book Vegetation Dynamics and Crop Stress written by Dipanwita Dutta and published by Elsevier. This book was released on 2024-07-26 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Vegetation Dynamics and Crop Stress: An Earth-Observation Perspective focuses on vegetation dynamics and crop stress at both the regional and country levels by using earth observation (EO) data sets. The book uniquely provides a better understanding of natural vegetation and crop failure through geo-spatial technologies. This book covers biophysical control of vegetation, deforestation, desertification, drought, and crop-water efficiency, as well as the application of satellite-derived measures from optical, thermal, and microwave domains for monitoring and modeling crop condition, agricultural drought, and crop health in contrasting monsoon/weather episodes. Provides a quantitative analysis of vegetation and crop stress based on EO datasets Offers descriptions of the spatially explicit vegetation and crop model development, implementation, and validation Covers the impact of soil-water stress on crop performance and vegetation response to climate change using earth observation techniques


Application of Spectroscopy in Agricultural Environment and Livestock Breeding

Application of Spectroscopy in Agricultural Environment and Livestock Breeding

Author: Leizi Jiao

Publisher: Frontiers Media SA

Published: 2023-08-29

Total Pages: 137

ISBN-13: 2832532578

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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.


Book Synopsis Application of Spectroscopy in Agricultural Environment and Livestock Breeding by : Leizi Jiao

Download or read book Application of Spectroscopy in Agricultural Environment and Livestock Breeding written by Leizi Jiao and published by Frontiers Media SA. This book was released on 2023-08-29 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Sustainable Crop Productivity and Quality under Climate Change

Author: Fulai Liu

Publisher: Academic Press

Published: 2022-06-07

Total Pages: 408

ISBN-13: 0323854508

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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


Book Synopsis Sustainable Crop Productivity and Quality under Climate Change by : Fulai Liu

Download or read book Sustainable Crop Productivity and Quality under Climate Change written by Fulai Liu and published by Academic Press. This book was released on 2022-06-07 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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


Biochemical Models of Leaf Photosynthesis

Biochemical Models of Leaf Photosynthesis

Author: Susanna Von Caemmerer

Publisher: CSIRO PUBLISHING

Published: 2000

Total Pages: 186

ISBN-13: 9780643063792

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Increasing concerns of global climatic change have stimulated research in all aspects of carbon exchange. This has restored interest in leaf-photosynthetic models to predict and assess changes in photosynthetic CO2 assimilation in different environments. This is a comprehensive presentation of the most widely used models of steady-state photosynthesis by an author who is a world authority. Treatments of C3, C4 and intermediate pathways of photosynthesis in relation to environment have been updated to include work on antisense transgenic plants. It will be a standard reference for the formal analysis of photosynthetic metabolism in vivo by advanced students and researchers.


Book Synopsis Biochemical Models of Leaf Photosynthesis by : Susanna Von Caemmerer

Download or read book Biochemical Models of Leaf Photosynthesis written by Susanna Von Caemmerer and published by CSIRO PUBLISHING. This book was released on 2000 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Increasing concerns of global climatic change have stimulated research in all aspects of carbon exchange. This has restored interest in leaf-photosynthetic models to predict and assess changes in photosynthetic CO2 assimilation in different environments. This is a comprehensive presentation of the most widely used models of steady-state photosynthesis by an author who is a world authority. Treatments of C3, C4 and intermediate pathways of photosynthesis in relation to environment have been updated to include work on antisense transgenic plants. It will be a standard reference for the formal analysis of photosynthetic metabolism in vivo by advanced students and researchers.


Digital Imaging of Plants

Digital Imaging of Plants

Author: Michele Pisante

Publisher: Frontiers Media SA

Published: 2022-07-28

Total Pages: 309

ISBN-13: 2889766403

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Book Synopsis Digital Imaging of Plants by : Michele Pisante

Download or read book Digital Imaging of Plants written by Michele Pisante and published by Frontiers Media SA. This book was released on 2022-07-28 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt:


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

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

Author: Wanneng Yang

Publisher: Frontiers Media SA

Published: 2023-06-06

Total Pages: 266

ISBN-13: 2832520960

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Book Synopsis State-of-the-art technology and applications in crop phenomics, volume II by : Wanneng Yang

Download or read book State-of-the-art technology and applications in crop phenomics, volume II written by Wanneng Yang and published by Frontiers Media SA. This book was released on 2023-06-06 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt:


Agricultural sensors and systems for field detection

Agricultural sensors and systems for field detection

Author: Ning Yang

Publisher: Frontiers Media SA

Published: 2023-11-06

Total Pages: 264

ISBN-13: 2832529801

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Book Synopsis Agricultural sensors and systems for field detection by : Ning Yang

Download or read book Agricultural sensors and systems for field detection written by Ning Yang and published by Frontiers Media SA. This book was released on 2023-11-06 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt:


Non-Destructive Methods for Monitoring Plant Health

Non-Destructive Methods for Monitoring Plant Health

Author: Nam-Hai Chua

Publisher: Frontiers Media SA

Published: 2023-03-02

Total Pages: 160

ISBN-13: 2832516262

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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:


Microbial Management of Plant Stresses

Microbial Management of Plant Stresses

Author: Ajay Kumar

Publisher: Woodhead Publishing

Published: 2021-07-31

Total Pages: 282

ISBN-13: 0323859208

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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


Book Synopsis Microbial Management of Plant Stresses by : Ajay Kumar

Download or read book Microbial Management of Plant Stresses written by Ajay Kumar and published by Woodhead Publishing. This book was released on 2021-07-31 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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