Download or read book Development of Data Processing Tool for Precision Agriculture and Delivery System to End User written by Rohit Pathak and published by . This book was released on 2021 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, dramatic evolution of precision agriculture technology has been driven by technologies such as sensors and controllers, telematics, and UAV. An intriguing area in the field of precision agriculture and UAV is big volume of data and its analysis that have not been dealt with in depth. The main objective of this project is proposed to develop a digital data processing tool and deliver them in a useful format to the end users. This involves three faceted methodical approach: 1) collection of large amounts of UAV images with regards to combinations of in-field sensors and UAV imagery 2) analyze and validate the combination of data with geospatial tools 3) Develop a web-based computer data processing program to analyze the big data and assess pant condition. The validation and correlation analysis results showed that UAV assessed NDVI are good indicator of crop nutrition along with the ground-based crop sensors.
Download or read book Precision Agriculture for Grain Production Systems written by Brett Whelan and published by CSIRO PUBLISHING. This book was released on 2013-04-10 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Precision Agriculture (PA) is an approach to managing the variability in production agriculture in a more economic and environmentally efficient manner. It has been pioneered as a management tool in the grains industry, and while its development and uptake continues to grow amongst grain farmers worldwide, a broad range of other cropping industries have embraced the concept. This book explains general PA theory, identifies and describes essential tools and techniques, and includes practical examples from the grains industry. Readers will gain an understanding of the magnitude, spatial scale and seasonality of measurable variability in soil attributes, plant growth and environmental conditions. They will be introduced to the role of sensing systems in measuring crop, soil and environment variability, and discover how this variability may have a significant impact on crop production systems. Precision Agriculture for Grain Production Systems will empower crop and soil science students, agronomy and agricultural engineering students, as well as agronomic advisors and farmers to critically analyse the impact of observed variation in resources on crop production and management decisions.
Download or read book The Development of a Conceptual Benchmarking Tool Representing Big Data and Agricultural Technology Adoption on the Farm written by Jacob Lafe Maurer and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the latest buzzes amongst agriculture is the storage and analysis of "Big Data." There are a number of questions surrounding the quality, quantity, and capacity of big data to form real-world decisions based upon past information. Much like the teachings of history, the storybook that big data can reveal about a grower's operation may hold the answers to the question of: "what is necessary to increase food production which will be required to feed an ever-growing world"? With the increase in interest in precision agriculture, sustainability practices, and the processing of the immense spatial dataset generated on the farm, the next challenge at hand will be in determining how to make technology not only streamlined, but also profitable. Over the past few years, precision agriculture technology has become widely adopted as an agronomic decision making tool. Much like a scientific experiment, the greater the number of similar observations, the greater the degree of confidence can be placed upon a decision. As a means of increasing the number of observations that a farmer can use to base a decision upon, there is becoming increasing demand in being able to combine the data of similar farming operations in order to increase the size and scope of the dataset to generate better decisions benefitting many farms instead of just one. The growing interest in forming community data pools for farm data demonstrates the need for a study for determining how farming practices can be properly benchmarked. The goal was be to evaluate how to use farm data to make economic decisions in a similar manner as one would make agronomic decisions using similar observations. The objective was to design the proper protocol for benchmarking the farm's potential, and evaluating potential increases in technical efficiency by adopting precision agriculture technology. To accomplish this, a data envelopment analysis was conducted using scale efficiency as a means of determining the frontier of efficient farms. The resounding goal for this study in the future will be to use the model as a means of implementing the secondary process of pooling precision agriculture data to analyze efficiencies gained by the adoption of technology. By demonstrating the value of generating peer groups to increase observations and refine farming practices, farmers can find increased profitability and efficiency by using resources that may already be held within the operation.
Download or read book Precision Agriculture in the 21st Century written by and published by National Academies. This book was released on 1997-09-08 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sensors, satellite photography, and multispectral imaging are associated with futuristic space and communications science. Increasingly, however, they are considered part of the future of agriculture. The use of advanced technologies for crop production is known as precision agriculture, and its rapid emergence means the potential for revolutionary change throughout the agricultural sector. Precision Agriculture in the 21st Century provides an overview of the specific technologies and practices under the umbrella of precision agriculture, exploring the full implications of their adoption by farmers and agricultural managers. The volume discusses how precision agriculture could dramatically affect decisionmaking in irrigation, crop selection, pest management, environmental issues, and pricing and market conditions. It also examines the geographical dimensions--farm, regional, national--of precision agriculture and looks at how quickly and how widely the agricultural community can be expected to adopt the new information technologies. Precision Agriculture in the 21st Century highlights both the uncertainties and the exciting possibilities of this emerging approach to farming. This book will be important to anyone concerned about the future of agriculture: policymakers, regulators, scientists, farmers, educators, students, and suppliers to the agricultural industry.
Download or read book Automation in Agriculture written by Stephan Hussmann and published by BoD – Books on Demand. This book was released on 2018-03-14 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: According to Prof. D. Despommier, by the year 2050, nearly 80% of the earth's population will reside in urban centers. Furthermore, the human population will increase by about 3 billion people during the interim. New land will be needed to grow enough food to feed them. At present, throughout the world, over 80% of the land that is suitable for raising crops is in use. What can be done to avoid this impending disaster? One possible solution is indoor farming. However, not all crops can easily be moved in an indoor environment. Nevertheless, to secure the food supply, it is necessary to increase the automation level in agriculture significantly. This book intends to provide the reader with a comprehensive overview of the impact of the Fourth Industrial Revolution and automation examples in agriculture.
Download or read book 6th EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing written by Anandakumar Haldorai and published by Springer Nature. This book was released on with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book IGARSS written by and published by . This book was released on 1981 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Precision Agriculture for Grain Production Systems written by Brett Whelan and published by CSIRO PUBLISHING. This book was released on 2013-04-10 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: Precision Agriculture (PA) is an approach to managing the variability in production agriculture in a more economic and environmentally efficient manner. It has been pioneered as a management tool in the grains industry, and while its development and uptake continues to grow amongst grain farmers worldwide, a broad range of other cropping industries have embraced the concept. This book explains general PA theory, identifies and describes essential tools and techniques, and includes practical examples from the grains industry. Readers will gain an understanding of the magnitude, spatial scale and seasonality of measurable variability in soil attributes, plant growth and environmental conditions. They will be introduced to the role of sensing systems in measuring crop, soil and environment variability, and discover how this variability may have a significant impact on crop production systems. Precision Agriculture for Grain Production Systems will empower crop and soil science students, agronomy and agricultural engineering students, as well as agronomic advisors and farmers to critically analyse the impact of observed variation in resources on crop production and management decisions.
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
Download or read book Core Capabilities for Industry 4 0 written by Arthur Cropley and published by wbv Media GmbH & Company KG. This book was released on 2021-06-14 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mit der Industrie 4.0 wandeln sich die Anforderungen an Ingenieurinnen und Ingenieure: Neue Möglichkeiten durch Entwicklungen in der Künstlichen Intelligenz erfordern neben lebenslangem Lernen auch ein hohes Maß an Kreativität. Die Autoren geben neue Impulse für die Gestaltung einer Industrie-4.0-orientierten Ingenieursausbildung, die Kompetenzen für die Arbeitswelt von morgen vermittelt. Aufbauend auf grundlegenden Informationen zur Industrie 4.0 werden u. a. Konzepte der Problemlösung, des Wissensmanagements, des lebenslangen Lernens und der Kreativitätsforschung vorgestellt und ihr Nutzen für eine zukunftsorientierte Ingenieursausbildung überprüft. Der Band richtet sich unter anderem an Lehrende und Studierende, aber auch an Forschende sowie Praktiker:innen. With Industry 4.0, the demands on engineers are changing: new opportunities arising from developments in artificial intelligence require not only lifelong learning but also a high degree of creativity. The authors provide new impulses for the design of an Industry 4.0-oriented engineering education that promotes the growth of competencies for the working world of tomorrow. Building on basic information on Industry 4.0, concepts from areas such as problem solving, knowledge management, lifelong learning and creativity research are presented and their usefulness for future-oriented engineering education reviewed. The volume is aimed not only at teachers and students, but also at researchers and practitioners.
Download or read book Next Generation Smart Biosensing written by Kamil Reza Khondakar and published by Elsevier. This book was released on 2024-01-14 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantum Sensing at the Interface of Nanotechnology Integrated Microfluidics provides broad multidisciplinary coverage of innovative quantum sensing technologies suitable to industries in the engineering, biomedical, healthcare and environmental sectors. Sections discuss emerging quantum sensing and with an introduction to microfluidic devices, smart sensors, the role of nanotechnology, smart sensing, and the role of quantum technology and artificial intelligence for nano-enabled microfluidics. Sensing technologies and nano-enabled microfluidics and their biomedical and industrial applications are explored. This will be a useful resource for those in research and industry interested in biotechnology, nanotechnology, sensing technology and their applications in multidisciplinary fields. Provides an introduction to the types of microfluidic devices, smart sensors, and the role of nanotechnology Covers smart sensing for multidisciplinary sectors Explores the challenges and prospects of nano-microfluidics systems
Download or read book Countdown to Kyoto Parts I III written by United States. Congress. House. Committee on Science. Subcommittee on Energy and Environment and published by . This book was released on 1998 with total page 1196 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Smart machines Remote Sensing Precision Farming Processes Mechatronic Materials and Policies for Safety and Health Aspects written by Andrea Colantoni and published by MDPI. This book was released on 2018-05-18 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a printed edition of the Special Issue" Smart machines, Remote Sensing, Precision Farming, Processes, Mechatronic, Materials and Policies for Safety and Health Aspects" that was published in Agriculture
Download or read book Monitoring Biodiversity written by Anna Allard and published by Taylor & Francis. This book was released on 2023-03-17 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an exciting reappraisal of the role and practice of biodiversity monitoring, showing how new technologies and software applications are rapidly maturing and can both complement and maintain continuity with the best practice in traditional field skills. Environmental monitoring is a key component in a large number of national programmes and constitutes an important aspect of understanding environmental change and supporting policy development. Taking an interdisciplinary approach, Monitoring Biodiversity begins by discussing monitoring as an established field and examines the various budgetary and technological challenges. It examines different methodologies, the variation between countries, and the design features relevant to understanding monitoring systems created for new policy goals or different funding situations. The huge variety of methods revealed across 18 chapters, which vary from statistical designs to remote sensing, interviews, surveys, and new ways of stacking and combining data and thematic information for visualization and modelling, underlines just how mature and multifaceted the modern practice of monitoring can be. It concludes with several problem-based chapters that discuss the design and implementation of environmental monitoring in specific scenarios such as urban and aquatic areas. All chapters include key messages, study questions, and further reading. With a focus on Europe but with international relevance, Monitoring Biodiversity will be an essential resource for students at all levels of environmental monitoring, assessment, and management.
Download or read book Soil Water and Agronomic Productivity written by Rattan Lal and published by CRC Press. This book was released on 2012-06-19 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: Crop water use can be increased by management of surface runoff, groundwater, irrigation, and soil water. Technological innovations to enhance availability of water for agricultural crops depend on soil and site-specific conditions. Devoted to the principles and practices of enhancing water use efficiency, Soil Water and Agronomic Productivity addr
Download or read book The Political Economy of the 2014 2020 Common Agricultural Policy written by Johan F.M. Swinnen and published by Rowman & Littlefield. This book was released on 2015-07-30 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: After five years of debates, consultations and negotiations, the European institutions reached an agreement in 2013 on the Common Agricultural Policy (CAP) for the 2014-2020 period. The outcome has major implications for the EU’s budget and farmers’ incomes, but also for Europe’s environment, its contribution to global climate change and to food security in the EU and in the world. It was decided to spend more than €400 billion during the rest of the decade on the CAP. The official claims are that the new CAP will take better account of society's expectations and lead to far-reaching changes by making subsidies fairer and ‘greener’ and making the CAP more efficient. It is also asserted that the CAP will play a key part in achieving the overall objective of promoting smart, sustainable and inclusive growth. However, there is significant scepticism about these claims and disappointment with the outcome of the decision-making, the first in which the European Parliament was involved under the co-decision procedure. In contrast to earlier reforms where more substantive changes were made to the CAP, the factors that induced the policy discussions in 2008-13 and those that influenced the decision-making did not reinforce each other. On the contrary, they sometimes counteracted one another, yielding an ‘imperfect storm’ as it were, resulting in more status quo and fewer changes. This book discusses the outcome of the decision-making and the factors that influenced the policy choices and decisions. It brings together contributions from leading academics from various disciplines and policy-makers, and key participants in the process from the European Commission and the European Parliament.
Download or read book Data Rich and Information Poor written by Blue Ribbon Panel on Natural Resource Inventory and Performance Measurement and published by . This book was released on 1995 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt:
