Internet of Things and Analytics for Agriculture, Volume 3 PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Internet of Things and Analytics for Agriculture, Volume 3 PDF full book. Access full book title Internet of Things and Analytics for Agriculture, Volume 3 by Prasant Kumar Pattnaik. Download full books in PDF and EPUB format.
Author: Prasant Kumar Pattnaik
Publisher: Springer Nature
ISBN: 981166210X
Category : Technology & Engineering
Languages : en
Pages : 385
Get Book Here
Book Description
The book discusses one of the major challenges in agriculture which is delivery of cultivate produce to the end consumers with best possible price and quality. Currently all over the world, it is found that around 50% of the farm produce never reaches the end consumer due to wastage and suboptimal prices. The authors present solutions to reduce the transport cost, predictability of prices on the past data analytics and the current market conditions, and number of middle hops and agents between the farmer and the end consumer using IoT-based solutions. Again, the demand by consumption of agricultural products could be predicted quantitatively; however, the variation of harvest and production by the change of farm's cultivated area, weather change, disease and insect damage, etc., could be difficult to be predicted, so that the supply and demand of agricultural products has not been controlled properly. To overcome, this edited book designed the IoT-based monitoring system to analyze crop environment and the method to improve the efficiency of decision making by analyzing harvest statistics. The book is also useful for academicians working in the areas of climate changes.
Author: Prasant Kumar Pattnaik
Publisher: Springer Nature
ISBN: 981166210X
Category : Technology & Engineering
Languages : en
Pages : 385
Get Book Here
Book Description
The book discusses one of the major challenges in agriculture which is delivery of cultivate produce to the end consumers with best possible price and quality. Currently all over the world, it is found that around 50% of the farm produce never reaches the end consumer due to wastage and suboptimal prices. The authors present solutions to reduce the transport cost, predictability of prices on the past data analytics and the current market conditions, and number of middle hops and agents between the farmer and the end consumer using IoT-based solutions. Again, the demand by consumption of agricultural products could be predicted quantitatively; however, the variation of harvest and production by the change of farm's cultivated area, weather change, disease and insect damage, etc., could be difficult to be predicted, so that the supply and demand of agricultural products has not been controlled properly. To overcome, this edited book designed the IoT-based monitoring system to analyze crop environment and the method to improve the efficiency of decision making by analyzing harvest statistics. The book is also useful for academicians working in the areas of climate changes.
Author: Prasant Kumar Pattnaik
Publisher: Springer Nature
ISBN: 9811391777
Category : Technology & Engineering
Languages : en
Pages : 250
Get Book Here
Book Description
This book presents recent findings on virtually every aspect of wireless IoT and analytics for agriculture. It discusses IoT-based monitoring systems for analyzing the crop environment, and methods for improving the efficiency of decision-making based on the analysis of harvest statistics. In turn, it addresses the latest innovations, trends, and concerns, as well as practical challenges encountered and solutions adopted in the fields of IoT and analytics for agriculture. In closing, it explores a range of applications, including: intelligent field monitoring, intelligent data processing and sensor technologies, predictive analysis systems, crop monitoring, and weather data-enabled analysis in IoT agro-systems.
Author: Jyotir Moy Chatterjee
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110691272
Category : Computers
Languages : en
Pages : 426
Get Book Here
Book Description
Agriculture is one of the most fundamental human activities. As the farming capacity has expanded, the usage of resources such as land, fertilizer, and water has grown exponentially, and environmental pressures from modern farming techniques have stressed natural landscapes. Still, by some estimates, worldwide food production needs to increase to keep up with global food demand. Machine Learning and the Internet of Things can play a promising role in the Agricultural industry, and help to increase food production while respecting the environment. This book explains how these technologies can be applied, offering many case studies developed in the research world.
Author: Ajith Abraham
Publisher: Academic Press
ISBN: 0128236957
Category : Technology & Engineering
Languages : en
Pages : 578
Get Book Here
Book Description
AI, Edge, and IoT Smart Agriculture integrates applications of IoT, edge computing, and data analytics for sustainable agricultural development and introduces Edge of Thing-based data analytics and IoT for predictability of crop, soil, and plant disease occurrence for improved sustainability and increased profitability. The book also addresses precision irrigation, precision horticulture, greenhouse IoT, livestock monitoring, IoT ecosystem for agriculture, mobile robot for precision agriculture, energy monitoring, storage management, and smart farming. The book provides an overarching focus on sustainable environment and sustainable economic development through smart and e-agriculture. Providing a medium for the exchange of expertise and inspiration, contributions from both smart agriculture and data mining researchers around the world provide foundational insights. The book provides practical application opportunities for the resolution of real-world problems, including contributions from the data mining, data analytics, Edge of Things, and cloud research communities working in the farming production sector. The book offers broad coverage of the concepts, themes, and instruments of this important and evolving area of IOT-based agriculture, Edge of Things and cloud-based farming, Greenhouse IOT, mobile agriculture, sustainable agriculture, and big data analytics in agriculture toward smart farming. - Integrates sustainable agriculture, Greenhouse IOT, precision agriculture, crops monitoring, crops controlling to prediction, livestock monitoring, and farm management - Presents data mining techniques for precision agriculture, including weather prediction, plant disease prediction, and decision support for crop and soil selection - Promotes the importance and uses in managing the agro ecosystem for food security - Emphasizes low energy usage options for low cost and environmental sustainability
Author: Prasant Kumar Pattnaik
Publisher: Springer Nature
ISBN: 9811506639
Category : Technology & Engineering
Languages : en
Pages : 297
Get Book Here
Book Description
This book addresses major challenges faced by farmers and the technological solutions based on Internet of Things (IoT). A major challenge in agriculture is cultivating and supplying high-quality produce at the best. Currently, around 50% of global farm produce never reaches the end consumer due to wastage and suboptimal prices. The book presents solutions that reduce the transport costs, improve the predictability of prices based on data analytics and the current market conditions, and reduce the number of middle steps and agents between the farmer and the end consumer. It discusses the design of an IoT-based monitoring system to analyze crop environments and a method to improve the efficiency of decision-making by analyzing harvest statistics. Further, it explores climate-smart methods, known as smart agriculture, that have been adopted by a number of Indian farmers.
Author: Fausto Pedro García Márquez
Publisher: Springer Nature
ISBN: 3031537173
Category :
Languages : en
Pages : 540
Get Book Here
Book Description
Author: Yong He
Publisher: Springer Nature
ISBN: 3030657027
Category : Technology & Engineering
Languages : en
Pages : 443
Get Book Here
Book Description
Internet of things (IoT) is a new type of network that combines communication technology, expanded applications, and physical devices. Among them, agriculture is one of the most important areas in the application of the IoT technology, which has its unique requirements and integration features. Compared to the information technology in traditional agriculture, the agricultural IoT mainly refers to industrialized production and sustainable development under relatively controllable conditions. Agricultural IoT applies sensors, RFID, visual capture terminals and other types of sensing devices to detect and collect site information, and with broad applications in field planting, facility horticulture, livestock and poultry breeding, aquaculture and agricultural product logistics. It utilizes multiple information transmission channels such as wireless sensor networks, telecommunications networks and the internet to achieve reliable transmission of agricultural information at multiple scales and intelligently processes the acquired, massive information. The goals are to achieve (i) optimal control of agricultural production process, (ii) intelligent electronic trading of agricultural products circulation, and (iii) management of systematic logistics, quality and safety traceability. This book focuses on three levels of agricultural IoT network: information perception technology, information transmission technology and application technology.
Author: Yousef Farhaoui
Publisher: Springer Nature
ISBN: 3031262549
Category : Technology & Engineering
Languages : en
Pages : 948
Get Book Here
Book Description
This book reviews the state of the art of big data analysis, artificial intelligence, and smart environments. Data is becoming an increasingly decisive resource in modern societies, economies, and governmental organizations. Data science, artificial intelligence, and smart environments inspire novel techniques and theories drawn from mathematics, statistics, information theory, computer science, and social science. This book reviews the state of the art of big data analysis, artificial intelligence, and smart environments. It includes issues that pertain to signal processing, probability models, machine learning, data mining, database, data engineering, pattern recognition, visualization, predictive analytics, data warehousing, data compression, computer programming, smart city, etc. The papers in this book were the outcome of research conducted in this field of study. The latter makes use of applications and techniques related to data analysis in general and big data and smart city in particular. The book appeals to advanced undergraduate and graduate students, post-doctoral researchers, lecturers, and industrial researchers, as well as anyone interested in big data analysis and artificial intelligence.
Author: Thandekkattu, Salu George
Publisher: IGI Global
ISBN:
Category : Business & Economics
Languages : en
Pages : 494
Get Book Here
Book Description
As industries worldwide grapple with the dual challenge of meeting modernization demands while addressing urgent environmental concerns, the need for sustainable solutions has never been more pressing. The proliferation of Internet of Things (IoT) technologies offers a promising avenue for enhancing efficiency and productivity in various sectors. However, the design and implementation of IoT solutions often overlook environmental considerations, leading to missed opportunities for eco-friendly innovation. This oversight exacerbates environmental degradation and undermines efforts to achieve sustainability goals. Designing Sustainable Internet of Things Solutions for Smart Industries offers a forward-thinking approach to integrating IoT technologies with environmental stewardship. By delving into the intricacies of sustainable IoT design and implementation, this book provides engineers, designers, and industry leaders with the knowledge and tools necessary to create innovative solutions that prioritize sustainability. Through a mix of technical insights, case studies, and strategic frameworks, readers are equipped to navigate the complexities of IoT deployment while minimizing environmental impact.
Author: Majeti Narasimha Vara Prasad
Publisher: John Wiley & Sons
ISBN: 1119911982
Category : Technology & Engineering
Languages : en
Pages : 532
Get Book Here
Book Description
Agroecological Approaches for Sustainable Soil Management Enables readers to strengthen existing agricultural strategies to sustainably solve contemporary problems like food supply chain gaps and food scarcity Agroecological Approaches for Sustainable Soil Management explains strategies to check the deterioration of soil quality, irrigation water quality, reuse of wastewaters in agriculture after treatment, organic fertigation, and corporate fertigation, to transform current agriculture into sustainable agriculture, and demonstrates cost effective technologies for sustainable development of site-specific ecosystems. Techniques to eradicate malnutrition, such as enhanced biofortification, are also covered. Sample topics covered in Agroecological Approaches for Sustainable Soil Management include: Foremost developments in the restoration and utilization of degraded lands through organic farming, precision agriculture, climate-resilient fodder/forage cultivation, and livestock management Promotion of agro-forestry-based apiculture, silviculture, and sericulture, and corporate fertigation, and reclaiming urban brownfields and industrial areas Development of diverse products, including biofuel, fiber, fodder, timber, and herbal products leading to the generation of social capitals Ecology of intercropping systems, tree-cover dynamics of grazing lands, and cover crops for soil management Agroecological Approaches for Sustainable Soil Management is a comprehensive and authoritative resource on the subject, making it a must-have resource for scientists working in agrobiodiversity, agroecology, bioscience, restoration ecology, soil science, and sustainable science, along with postgraduate students in ecology, environmental sciences, and environmental economics.
