Optimizing Smart And Sustainable Agriculture For Sustainability
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Optimizing Smart And Sustainable Agriculture For Sustainability
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Author : Biswaranjan Acharya
language : en
Publisher: CRC Press
Release Date : 2025-07-07
Optimizing Smart And Sustainable Agriculture For Sustainability written by Biswaranjan Acharya and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-07 with Technology & Engineering categories.
This reference text addresses the importance of smart crop management for increasing yield and presents a framework for smart monitoring and regulation of crop observation. Further, it comprehensively covers important topics such as spatial decision support systems for precision farming, swarm intelligence in the optimal management of aquaculture farms, and intelligent harvesting algorithms for improving productivity. This book: • Presents meta-heuristic algorithms for optimization, economic crop planning, and use of effective water resource management. • Discusses spatial decision support systems for crop productivity management, watershed management, and precision farming. • Illustrates swarm intelligence-based optimization techniques, data mining, and machine learning methods for aquaculture operations. • Highlights artificial intelligence and machine learning-based harvesting algorithms for improving productivity. • Explains the use of green Internet of Things security solutions for agriculture, plant condition management, and greenhouse simulation. It is primarily written for graduate students and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer science and engineering, agricultural science, and information technology.
Optimizing Smart And Sustainable Agriculture For Sustainability
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Author : Biswa Ranjan Acharya
language : en
Publisher:
Release Date : 2025
Optimizing Smart And Sustainable Agriculture For Sustainability written by Biswa Ranjan Acharya and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025 with Agricultural informatics categories.
"This reference text addresses the importance of smart crop management for increasing yield and presents a framework for smart monitoring and regulation of crop observation. It further comprehensively covers important topics such as spatial decision support systems for precision farming, swarm intelligence in the optimal management of aquaculture farms, and intelligent harvesting algorithms for improving productivity. This book: Presents metaheuristic algorithms for optimization, economic crop planning, and use of effective water resource management. Discusses spatial decision support systems for crop productivity management, watershed management, and precision farming. Illustrates swarm intelligence-based optimization techniques, data mining, and machine learning methods for aquaculture operations. Highlights artificial intelligence and machine learning-based harvesting algorithms for improving productivity. Explains the use of green Internet of Things security solutions for agriculture, plant condition management, and greenhouse simulation. It is primarily written for graduate students and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer science and engineering, agricultural science, and information technology"-- Provided by publisher.
Smart Farming Technologies For Sustainable Agricultural Development
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Author : Poonia, Ramesh C.
language : en
Publisher: IGI Global
Release Date : 2018-08-10
Smart Farming Technologies For Sustainable Agricultural Development written by Poonia, Ramesh C. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-10 with Technology & Engineering categories.
In order to meet food needs, farmers need to integrate the latest technologies enabling them to make more informed decisions. Smart Farming Technologies for Sustainable Agricultural Development provides innovative insights into the latest farming advancements in terms of informatics and communication. The content within this publication represents the work of topics such as sensor systems, wireless communication, and the integration of the Internet of Things in agriculture-related processes. It is a vital reference source for farmers, academicians, researchers, government agencies, technology developers, and graduate-level students seeking current research on smart farming technologies.
Artificial Intelligence And Iot Based Technologies For Sustainable Farming And Smart Agriculture
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Author : Pradeep Tomar
language : en
Publisher:
Release Date : 2019-12-27
Artificial Intelligence And Iot Based Technologies For Sustainable Farming And Smart Agriculture written by Pradeep Tomar and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-27 with Artificial intelligence categories.
""This book explores the application and use of future internet ICTs in the smart agriculture sector by Identifying and describing technical, functional, and non-functional future technologies for smart farming and agriculture"--Provided by publisher"--
Intelligent Computing And Optimization For Sustainable Development
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Author : Veena Grover
language : en
Publisher: CRC Press
Release Date : 2024-12-19
Intelligent Computing And Optimization For Sustainable Development written by Veena Grover and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-19 with Computers categories.
This book presents insights into how Intelligent Computing and Optimization techniques can be used to attain the goals of Sustainable Development. It provides a comprehensive overview of the latest breakthroughs and recent developments in sustainable, intelligent computing technologies, applications, and optimization techniques across various industries, including business process management, manufacturing, financial sector, agriculture, financial sector, supply chain management, and healthcare. It focuses on computational intelligent techniques and optimization techniques to provide sustainable solutions to many problems. Features: Provides insights into the theory, implementation, and application of computational intelligence techniques in many industries Includes industry practitioner perspectives and case studies for a better understanding of sustainable solutions Highlights the role of intelligent computing and optimization as key technologies in decision-making processes and in providing cutting-edge solutions to real-world problems Addresses the challenges and limitations of computational approaches in sustainability, such as data availability, model uncertainty, and computational complexity, while also discusses emerging opportunities and future directions in the field This book will be useful for professionals and scholars looking for up-to-date research on cutting-edge perspectives in the field of computational intelligent and optimization techniques in the areas of agriculture, industry, financial sector, business automation, renewable energy, optimization, and smart cities.
Modern Techniques For Agricultural Disease Management And Crop Yield Prediction
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Author : Pradeep, N.
language : en
Publisher: IGI Global
Release Date : 2019-08-16
Modern Techniques For Agricultural Disease Management And Crop Yield Prediction written by Pradeep, N. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-16 with Technology & Engineering categories.
Since agriculture is one of the key parameters in assessing the gross domestic product (GDP) of any country, it has become crucial to transition from traditional agricultural practices to smart agriculture. New agricultural technologies provide numerous opportunities to maximize crop yield by recognizing and analyzing diseases and other natural variables that may affect it. Therefore, it is necessary to understand how computer-assisted technologies can best be utilized and adopted in the conversion to smart agriculture. Modern Techniques for Agricultural Disease Management and Crop Yield Prediction is an essential publication that widens the spectrum of computational methods that can aid in agriculture disease management, weed detection, and crop yield prediction. Featuring coverage on a wide range of topics such as soil and crop sensors, swarm robotics, and weed detection, this book is ideally designed for environmentalists, farmers, botanists, agricultural engineers, computer engineers, scientists, researchers, practitioners, and students seeking current research on technology and techniques for agricultural diseases and predictive trends.
Artificial Neural Networks In Agriculture
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Author : Sebastian Kujawa
language : en
Publisher: Mdpi AG
Release Date : 2021-11-11
Artificial Neural Networks In Agriculture written by Sebastian Kujawa and has been published by Mdpi AG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-11 with Technology & Engineering categories.
Modern agriculture needs to have high production efficiency combined with a high quality of obtained products. This applies to both crop and livestock production. To meet these requirements, advanced methods of data analysis are more and more frequently used, including those derived from artificial intelligence methods. Artificial neural networks (ANNs) are one of the most popular tools of this kind. They are widely used in solving various classification and prediction tasks, for some time also in the broadly defined field of agriculture. They can form part of precision farming and decision support systems. Artificial neural networks can replace the classical methods of modelling many issues, and are one of the main alternatives to classical mathematical models. The spectrum of applications of artificial neural networks is very wide. For a long time now, researchers from all over the world have been using these tools to support agricultural production, making it more efficient and providing the highest-quality products possible.
Sustainable Intensification
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Author : Jules N. Pretty
language : en
Publisher: Routledge
Release Date : 2012-06-25
Sustainable Intensification written by Jules N. Pretty and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-06-25 with Nature categories.
Continued population growth, rapidly changing consumption patterns and the impacts of climate change and environmental degradation are driving limited resources of food, energy, water and materials towards critical thresholds worldwide. These pressures are likely to be substantial across Africa, where countries will have to find innovative ways to boost crop and livestock production to avoid becoming more reliant on imports and food aid. Sustainable agricultural intensification - producing more output from the same area of land while reducing the negative environmental impacts - represents a solution for millions of African farmers. This volume presents the lessons learned from 40 sustainable agricultural intensification programmes in 20 countries across Africa, commissioned as part of the UK Government's Foresight project. Through detailed case studies, the authors of each chapter examine how to develop productive and sustainable agricultural systems and how to scale up these systems to reach many more millions of people in the future. Themes covered include crop improvements, agroforestry and soil conservation, conservation agriculture, integrated pest management, horticulture, livestock and fodder crops, aquaculture, and novel policies and partnerships.
Soft Computing And Optimization Techniques For Sustainable Agriculture
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Author : Debesh Mishra
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2022-07-18
Soft Computing And Optimization Techniques For Sustainable Agriculture written by Debesh Mishra and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-18 with Computers categories.
This book covers the emerging applications of different computational and optimization techniques in order to achieve a sustainable agriculture. A sustainable agricultural management requires tools in providing integrated, area-specifi c, and interpreted prediction or forecasting and guidance in every aspect in agriculture.
Agricultural Internet Of Things And Decision Support For Precision Smart Farming
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Author : Annamaria Castrignano
language : en
Publisher: Academic Press
Release Date : 2020-01-09
Agricultural Internet Of Things And Decision Support For Precision Smart Farming written by Annamaria Castrignano and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-09 with Business & Economics categories.
Agricultural Internet of Things and Decision Support for Smart Farming reveals how a set of key enabling technologies (KET) related to agronomic management, remote and proximal sensing, data mining, decision-making and automation can be efficiently integrated in one system. Chapters cover how KETs enable real-time monitoring of soil conditions, determine real-time, site-specific requirements of crop systems, help develop a decision support system (DSS) aimed at maximizing the efficient use of resources, and provide planning for agronomic inputs differentiated in time and space. This book is ideal for researchers, academics, post-graduate students and practitioners who want to embrace new agricultural technologies. - Presents the science behind smart technologies for agricultural management - Reveals the power of data science and how to extract meaningful insights from big data on what is most suitable based on individual time and space - Proves how advanced technologies used in agriculture practices can become site-specific, locally adaptive, operationally feasible and economically affordable