Sensing Data Managing And Control Technologies For Agricultural Systems

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Sensing, Data Managing, and Control Technologies for Agricultural Systems

Author : Shaochun Ma
Publisher : Springer Nature
ISBN 13 : 3031038347
Total Pages : 336 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Sensing, Data Managing, and Control Technologies for Agricultural Systems by : Shaochun Ma

Download or read book Sensing, Data Managing, and Control Technologies for Agricultural Systems written by Shaochun Ma and published by Springer Nature. This book was released on 2022-06-06 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agricultural automation is the emerging technologies which heavily rely on computer-integrated management and advanced control systems. The tedious farming tasks had been taken over by agricultural machines in last century, in new millennium, computer-aided systems, automation, and robotics has been applied to precisely manage agricultural production system. With agricultural automation technologies, sustainable agriculture is being developed based on efficient use of land, increased conservation of water, fertilizer and energy resources. The agricultural automation technologies refer to related areas in sensing & perception, reasoning & learning, data communication, and task planning & execution. Since the literature on this diverse subject is widely scattered, it is necessary to review current status and capture the future challenges through a comprehensive monograph. In this book we focus on agricultural automation and provide critical reviews of advanced control technologies, their merits and limitations, application areas and research opportunities for further development. This collection thus serves as an authoritative treatise that can help researchers, engineers, educators, and students in the field of sensing, control, and automation technologies for production agriculture.

Information and Communication Technologies for Agriculture—Theme II: Data

Author : Dionysis D. Bochtis
Publisher : Springer Nature
ISBN 13 : 3030841480
Total Pages : 296 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Information and Communication Technologies for Agriculture—Theme II: Data by : Dionysis D. Bochtis

Download or read book Information and Communication Technologies for Agriculture—Theme II: Data written by Dionysis D. Bochtis and published by Springer Nature. This book was released on 2022-03-17 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is the second (II) of four under the main themes of Digitizing Agriculture and Information and Communication Technologies (ICT). The four volumes cover rapidly developing processes including Sensors (I), Data (II), Decision (III), and Actions (IV). Volumes are related to ‘digital transformation” within agricultural production and provision systems, and in the context of Smart Farming Technology and Knowledge-based Agriculture. Content spans broadly from data mining and visualization to big data analytics and decision making, alongside with the sustainability aspects stemming from the digital transformation of farming. The four volumes comprise the outcome of the 12th EFITA Congress, also incorporating chapters that originated from select presentations of the Congress. The first part of this book (II) focuses on data technologies in relation to agriculture and presents three key points in data management, namely, data collection, data fusion, and their uses in machine learning and artificial intelligent technologies. Part 2 is devoted to the integration of these technologies in agricultural production processes by presenting specific applications in the domain. Part 3 examines the added value of data management within agricultural products value chain. The book provides an exceptional reference for those researching and working in or adjacent to agricultural production, including engineers in machine learning and AI, operations management, decision analysis, information analysis, to name just a few. Specific advances covered in the volume: Big data management from heterogenous sources Data mining within large data sets Data fusion and visualization IoT based management systems Data Knowledge Management for converting data into valuable information Metadata and data standards for expanding knowledge through different data platforms AI - based image processing for agricultural systems Data - based agricultural business Machine learning application in agricultural products value chain

Agricultural Internet of Things and Decision Support for Precision Smart Farming

Author : Annamaria Castrignano
Publisher : Academic Press
ISBN 13 : 0128183748
Total Pages : 472 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Agricultural Internet of Things and Decision Support for Precision Smart Farming by : Annamaria Castrignano

Download or read book Agricultural Internet of Things and Decision Support for Precision Smart Farming written by Annamaria Castrignano and published by Academic Press. This book was released on 2020-01-09 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Agricultural Automation

Author : Qin Zhang
Publisher : CRC Press
ISBN 13 : 1439880581
Total Pages : 411 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Agricultural Automation by : Qin Zhang

Download or read book Agricultural Automation written by Qin Zhang and published by CRC Press. This book was released on 2016-04-19 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agricultural automation is the core technology for computer-aided agricultural production management and implementation. An integration of equipment, infotronics, and precision farming technologies, it creates viable solutions for challenges facing the food, fiber, feed, and fuel needs of the human race now and into the future. Agricultural Automat

Agricultural Cybernetics

Author : Yanbo Huang
Publisher : Springer Nature
ISBN 13 : 3030721027
Total Pages : 264 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Agricultural Cybernetics by : Yanbo Huang

Download or read book Agricultural Cybernetics written by Yanbo Huang and published by Springer Nature. This book was released on 2021-08-17 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agricultural systems are uniquely complex systems, given that agricultural systems are parts of natural and ecological systems. Those aspects bring in a substantial degree of uncertainty in system operation. Also, impact factors, such as weather factors, are critical in agricultural systems but these factors are uncontrollable in system management. Modern agriculture has been evolving through precision agriculture beginning in the late 1980s and biotechnological innovations in the early 2000s. Precision agriculture implements site-specific crop production management by integrating agricultural mechanization and information technology in geographic information system (GIS), global navigation satellite system (GNSS), and remote sensing. Now, precision agriculture is set to evolve into smart agriculture with advanced systematization, informatization, intelligence and automation. From precision agriculture to smart agriculture, there is a substantial amount of specific control and communication problems that have been investigated and will continue to be studied. In this book, the core ideas and methods from control problems in agricultural production systems are extracted, and a system view of agricultural production is formulated for the analysis and design of management strategies to control and optimize agricultural production systems while exploiting the intrinsic feedback information-exchanging mechanisms. On this basis, the theoretical framework of agricultural cybernetics is established to predict and control the behavior of agricultural production systems through control theory.

Information and Communication Technologies for Agriculture—Theme III: Decision

Author : Dionysis D. Bochtis
Publisher : Springer Nature
ISBN 13 : 3030841529
Total Pages : 303 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Information and Communication Technologies for Agriculture—Theme III: Decision by : Dionysis D. Bochtis

Download or read book Information and Communication Technologies for Agriculture—Theme III: Decision written by Dionysis D. Bochtis and published by Springer Nature. This book was released on 2022-04-27 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is the third (III) of four under the main themes of Digitizing Agriculture and Information and Communication Technologies (ICT). The four volumes cover rapidly developing processes including Sensors (I), Data (II), Decision (III), and Actions (IV). Volumes are related to ‘digital transformation” within agricultural production and provision systems, and in the context of Smart Farming Technology and Knowledge-based Agriculture. Content spans broadly from data mining and visualization to big data analytics and decision making, alongside with the sustainability aspects stemming from the digital transformation of farming. The four volumes comprise the outcome of the 12th EFITA Congress, also incorporating chapters that originated from select presentations of the Congress. The focus of this book (III) is on the transformation of collected information into valuable decisions and aims to shed light on how best to use digital technologies to reduce cost, inputs, and time, toward becoming more efficient and transparent. Fourteen chapters are grouped into 3 Sections. The first section of is dedicated to decisions in the value chain of agricultural products. The next section, titled Primary Production, elaborates on decision making for the improvement of processes taking place with the farm under the implementation of ICT. The last section is devoted to the development of innovative decision applications that also consider the protection of the environment, recognizing its importance in the preservation and considerate use of resources, as well as the mitigation of adverse impacts that are related to agricultural production. Planning and modeling the assessment of agricultural practices can provide farmers with valuable information prior to the execution of any task. This book provides a valuable reference for them as well as for those directly involved with decision making in planning and assessment of agricultural production. Specific advances covered in the volume: Modelling and Simulation of ICT-based agricultural systems Farm Management Information Systems (FMIS) Planning for unmanned aerial systems Agri-robotics awareness and planning Smart livestock farming Sustainable strategic planning in agri-production Food business information systems

Smart Agriculture Automation Using Advanced Technologies

Author : Amitava Choudhury
Publisher : Springer Nature
ISBN 13 : 9811661243
Total Pages : 236 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Smart Agriculture Automation Using Advanced Technologies by : Amitava Choudhury

Download or read book Smart Agriculture Automation Using Advanced Technologies written by Amitava Choudhury and published by Springer Nature. This book was released on 2022-01-01 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the challenges for developing and emerging trends in Internet-of-Things (IoT) for smart agriculture platforms. It also describes data analytics & machine learning, cloud architecture, automation & robotics and aims to overcome existing barriers for smart agriculture with commercial viability. 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. The book 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. This volume will be helpful for engineering and technology experts and researchers, as well as for policy-makers.

Agricultural Internet of Things

Author : Yong He
Publisher : Springer Nature
ISBN 13 : 3030657027
Total Pages : 443 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Agricultural Internet of Things by : Yong He

Download or read book Agricultural Internet of Things written by Yong He and published by Springer Nature. This book was released on 2021-08-02 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Sustainable Agriculture Systems and Technologies

Author : Pavan Kumar
Publisher : John Wiley & Sons
ISBN 13 : 1119808537
Total Pages : 416 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Sustainable Agriculture Systems and Technologies by : Pavan Kumar

Download or read book Sustainable Agriculture Systems and Technologies written by Pavan Kumar and published by John Wiley & Sons. This book was released on 2022-03-14 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sustainable Agriculture Systems and Technologies A robust treatment of traditional and new techniques in sustainable agriculture In Sustainable Agriculture Systems and Technologies, a team of distinguished researchers delivers an up-to-date and comprehensive exploration of sustainable agriculture and its relationship to the drivers of climate change. Along with robust examinations of food security and the agrarian livelihood, the book covers the impact of climate change and variability on agriculture, water management in agricultural systems, and precision agriculture. This book represents a significant contribution to the scientific understanding of the application of technologies that address food insecurity and climate change through sustainable productivity, system diversification, irrigation practices, crop modeling, data analytics, and agricultural policy. It also explores the risks and benefits of different agricultural systems under changing climate scenarios. The book also offers: A thorough introduction to agriculture and food security, including the diversification of ecosystems and the impact of Covid-19 lockdowns on food security and smallholder agricultural systems Comprehensive explorations of crop diversification and the impacts of climate variability on food security in Indonesia Practical discussions of water conservation agriculture and the quality of irrigation water for sustainable agriculture development in India In-depth examinations of geoinformatics, artificial intelligence, sensor technology, and big data Perfect for academics, scientists, environmentalists, and environmental consultants, Sustainable Agriculture Systems and Technologies will also earn a place in the libraries of computing experts working in the field of agricultural science.

Precision Agriculture Technology for Crop Farming

Author : Qin Zhang
Publisher : CRC Press
ISBN 13 : 1000218988
Total Pages : 390 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Precision Agriculture Technology for Crop Farming by : Qin Zhang

Download or read book Precision Agriculture Technology for Crop Farming written by Qin Zhang and published by CRC Press. This book was released on 2015-10-15 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a review of precision agriculture technology development, followed by a presentation of the state-of-the-art and future requirements of precision agriculture technology. It presents different styles of precision agriculture technologies suitable for large scale mechanized farming; highly automated community-based mechanized production; and fully mechanized farming practices commonly seen in emerging economic regions. The book emphasizes the introduction of core technical features of sensing, data processing and interpretation technologies, crop modeling and production control theory, intelligent machinery and field robots for precision agriculture production.

Information and Communication Technologies for Agriculture-Theme II: Data

Author : Dionysis D. Bochtis
Publisher :
ISBN 13 : 9783030841492
Total Pages : 0 pages
Book Rating : 4.8/5 (414 download)

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Book Synopsis Information and Communication Technologies for Agriculture-Theme II: Data by : Dionysis D. Bochtis

Download or read book Information and Communication Technologies for Agriculture-Theme II: Data written by Dionysis D. Bochtis and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is the second (II) of four under the main themes of Digitizing Agriculture and Information and Communication Technologies (ICT). The four volumes cover rapidly developing processes including Sensors (I), Data (II), Decision (III), and Actions (IV). Volumes are related to 'digital transformation" within agricultural production and provision systems, and in the context of Smart Farming Technology and Knowledge-based Agriculture. Content spans broadly from data mining and visualization to big data analytics and decision making, alongside with the sustainability aspects stemming from the digital transformation of farming. The four volumes comprise the outcome of the 12th EFITA Congress, also incorporating chapters that originated from select presentations of the Congress. The first part of this book (II) focuses on data technologies in relation to agriculture and presents three key points in data management, namely, data collection, data fusion, and their uses in machine learning and artificial intelligent technologies. Part 2 is devoted to the integration of these technologies in agricultural production processes by presenting specific applications in the domain. Part 3 examines the added value of data management within agricultural products value chain. The book provides an exceptional reference for those researching and working in or adjacent to agricultural production, including engineers in machine learning and AI, operations management, decision analysis, information analysis, to name just a few. Specific advances covered in the volume: Big data management from heterogenous sources Data mining within large data sets Data fusion and visualization IoT based management systems Data Knowledge Management for converting data into valuable information Metadata and data standards for expanding knowledge through different data platforms AI - based image processing for agricultural systems Data - based agricultural business Machine learning application in agricultural products value chain.

Advanced technologies for energy saving, plant quality control and mechanization development in plant factory

Author : Yuxin Tong
Publisher : Frontiers Media SA
ISBN 13 : 2832526160
Total Pages : 195 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Advanced technologies for energy saving, plant quality control and mechanization development in plant factory by : Yuxin Tong

Download or read book Advanced technologies for energy saving, plant quality control and mechanization development in plant factory written by Yuxin Tong and published by Frontiers Media SA. This book was released on 2023-06-09 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computer and Computing Technologies in Agriculture VI

Author : Daoliang Li
Publisher : Springer
ISBN 13 : 3642361242
Total Pages : 455 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Computer and Computing Technologies in Agriculture VI by : Daoliang Li

Download or read book Computer and Computing Technologies in Agriculture VI written by Daoliang Li and published by Springer. This book was released on 2013-02-26 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set IFIP AICT 392 and 393 constitutes the refereed post-conference proceedings of the 6th IFIP TC 5, SIG 5.1 International Conference on Computer and Computing Technologies in Agriculture, CCTA 2012, held in Zhangjiajie, China, in October 2012. The 108 revised papers presented were carefully selected from numerous submissions. They cover a wide range of interesting theories and applications of information technology in agriculture, including Internet of things and cloud computing; simulation models and decision-support systems for agricultural production; smart sensor, monitoring, and control technology; traceability and e-commerce technology; computer vision, computer graphics, and virtual reality; the application of information and communication technology in agriculture; and universal information service technology and service systems development in rural areas. The 53 papers included in the first volume focus on decision support systems, intelligent systems, and artificial intelligence applications.

Agriculture, Rural Development, Food and Drug Administration, and Related Agencies Appropriations for 2013

Author : United States. Congress. House. Committee on Appropriations. Subcommittee on Agriculture, Rural Development, Food and Drug Administration, and Related Agencies
Publisher :
ISBN 13 :
Total Pages : 980 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis Agriculture, Rural Development, Food and Drug Administration, and Related Agencies Appropriations for 2013 by : United States. Congress. House. Committee on Appropriations. Subcommittee on Agriculture, Rural Development, Food and Drug Administration, and Related Agencies

Download or read book Agriculture, Rural Development, Food and Drug Administration, and Related Agencies Appropriations for 2013 written by United States. Congress. House. Committee on Appropriations. Subcommittee on Agriculture, Rural Development, Food and Drug Administration, and Related Agencies and published by . This book was released on 2012 with total page 980 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Encyclopedia of Digital Agricultural Technologies

Author : Qin Zhang
Publisher : Springer Nature
ISBN 13 : 3031248619
Total Pages : 1636 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Encyclopedia of Digital Agricultural Technologies by : Qin Zhang

Download or read book Encyclopedia of Digital Agricultural Technologies written by Qin Zhang and published by Springer Nature. This book was released on 2023-10-11 with total page 1636 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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)

Precision Agriculture Technology for Crop Farming

Author : Qin Zhang
Publisher : CRC Press
ISBN 13 : 1482251086
Total Pages : 383 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Precision Agriculture Technology for Crop Farming by : Qin Zhang

Download or read book Precision Agriculture Technology for Crop Farming written by Qin Zhang and published by CRC Press. This book was released on 2015-10-15 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a review of precision agriculture technology development, followed by a presentation of the state-of-the-art and future requirements of precision agriculture technology. It presents different styles of precision agriculture technologies suitable for large scale mechanized farming; highly automated community-based mechanized production; and fully mechanized farming practices commonly seen in emerging economic regions. The book emphasizes the introduction of core technical features of sensing, data processing and interpretation technologies, crop modeling and production control theory, intelligent machinery and field robots for precision agriculture production.

Information and Communication Technologies for Agriculture—Theme I: Sensors

Author : Dionysis D. Bochtis
Publisher : Springer Nature
ISBN 13 : 3030841448
Total Pages : 331 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Information and Communication Technologies for Agriculture—Theme I: Sensors by : Dionysis D. Bochtis

Download or read book Information and Communication Technologies for Agriculture—Theme I: Sensors written by Dionysis D. Bochtis and published by Springer Nature. This book was released on 2022-04-11 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is the first (I) of four under the main themes of Digitizing Agriculture and Information and Communication Technologies (ICT). The four volumes cover rapidly developing processes including Sensors (I), Data (II), Decision (III), and Actions (IV). Volumes are related to ‘digital transformation” within agricultural production and provision systems, and in the context of Smart Farming Technology and Knowledge-based Agriculture. Content spans broadly from data mining and visualization to big data analytics and decision making, alongside with the sustainability aspects stemming from the digital transformation of farming. The four volumes comprise the outcome of the 12th EFITA Congress, also incorporating chapters that originated from select presentations of the Congress. The focus in this volume is on different aspects of sensors implementation in agricultural production (e.g., types of sensors, parameters monitoring, network types, connectivity, accuracy, reliability, durability, and needs to be covered) and provides variety of information and knowledge in the subject of sensors design, development, and deployment for monitoring agricultural production parameters. The book consists of four (4) Sections. The first section presents an overview on the state-off-the art in sensing technologies applied in agricultural production while the rest of the sections are dedicated to remote sensing, proximal sensing, and wireless sensor networks applications. Topics include: Emerging sensing technologies Soil reflectance spectroscopy LoRa technologies applications in agriculture Wireless sensor networks deployment and applications Combined remote and proximal sensing solutions Crop phenology monitoring Sensors for geophysical properties Combined sensing technologies with geoinformation systems /div