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Precision Agriculture: Modelling

Precision Agriculture: Modelling
Author: Davide Cammarano
Publisher: Springer Nature
Total Pages: 302
Release: 2023-01-03
Genre: Technology & Engineering
ISBN: 3031152581

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This book describes how models are used to monitor crops and soils in precision agriculture, and how they are used to support farmers’ decisions. The introductory section starts with an overview of precision agriculture from the early days of yield monitoring in the 1980s to the present, with a focus on the role of models. The section continues with descriptions of the different kinds of models and the opportunities for their application in precision agriculture. The section concludes with a chapter on socio-economic drivers and obstacles to the adoption of precision agriculture technologies. The middle section of the book explores the state-of-the-art in modeling for precision agriculture. Individual chapters focus on the major processes in precision agriculture: water use, nitrogen and other amendments, as well as weeds, pests and diseases. The final section contains a series of short chapters that each describe a commercial, model-based service that is currently available to farmers. The book aims to provide useful information to graduate-level professionals that want to broaden their knowledge of precision agriculture; to scientists who want to learn about using academic knowledge in practical farming; and to farmers, farm consultants and extension workers who want to increase their understanding of the science behind some of the commercial software available to the farming community.


Precision Agriculture Technology for Crop Farming

Precision Agriculture Technology for Crop Farming
Author: Qin Zhang
Publisher: CRC Press
Total Pages: 383
Release: 2015-10-15
Genre: Science
ISBN: 1482251086

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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.


Handbook of Precision Agriculture

Handbook of Precision Agriculture
Author: Ancha Srinivasan
Publisher: CRC Press
Total Pages: 734
Release: 2006-09-06
Genre: Science
ISBN: 1482277964

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A thorough, critical, and up-to-date look at precision farming around the world In most developing countries, farming is the best safety net against hunger and keeping production costs under control without sacrificing crop yield is essential for survival. The Handbook of Precision Agriculture presents up-to-date research, field studies,


Systems Modeling

Systems Modeling
Author: Mukhtar Ahmed
Publisher: Springer Nature
Total Pages: 432
Release: 2020-07-13
Genre: Technology & Engineering
ISBN: 9811547289

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Achieving food security and economic developmental objectives in the face of climate change and rapid population growth requires systems modelling approaches, for example in the design of sustainable agriculture farming systems. Such approaches increase our understanding of system responses to different soil and climatic conditions, and provide insights into the effects of various variable climate change scenarios, providing valuable information for decision-makers. Further, in the agricultural sector, systems modelling can help optimise crop management and adaptation measures to boost productivity under variable climatic conditions. Presenting key outcomes from crop models used in agricultural systems this book is a valuable resource for professionals interested in using modelling approaches to manage the growth and improve the quality of various crops.


Precision Agriculture: Technology and Economic Perspectives

Precision Agriculture: Technology and Economic Perspectives
Author: Søren Marcus Pedersen
Publisher: Springer
Total Pages: 282
Release: 2017-11-15
Genre: Technology & Engineering
ISBN: 3319687158

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This book presents cases from different countries with a main focus on the perspectives of using precision farming in Europe. Divided into 12 chapters it addresses some of the most recent developments and aspects of precision farming. The intention of this book is to provide an overview of some of the most promising technologies with precision agriculture from an economic point of view. Each chapter has been put together so that it can be read individually should the reader wish to focus on one particular topic. Precision Farming as a farm technology benefits from large-scale advantages due to relatively high investment costs and is primarily adopted on farms with medium to large field areas.


Precision Agriculture

Precision Agriculture
Author: Qamar Zaman
Publisher: Elsevier
Total Pages: 292
Release: 2023-05-18
Genre: Business & Economics
ISBN: 0443189544

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Precision Agriculture: Evolution, Insights and Emerging Trends presents a complete guide from foundational concepts to the economic, commercial and environmental implications of the approach. Showcasing recent research improvements, future trends, and highlighting innovative use of machine vision, artificial intelligence, UAVs, drones, IoT and data analytics to promote sustainable agriculture, the book brings the reader up-to-date with understanding and implementing this targeted practice. From the basic elements of agronomy to insights on reflectance and remote sensing indices, chapters use summary abstracts, case studies and real-world examples of implementing the tools of precision agriculture (PA) to demonstrate the latest advances. It includes explanations on the origin of the intra-plot variability of a culture (spatial and temporal), different types of existing sensors, controllers and site-specific management. The book further explores yield monitoring, weed, disease and pest control, automated irrigation systems, PA tools for variable rate application of inputs within the field, and data processing methods. By also exploring the economic profitability of precision farming approaches, and its utility for sustainable agriculture, Precision Agriculture: Evolution, Insights and Emerging Trends is a truly comprehensive view of this important approach to improving global agriculture production. Scientists, researchers, policymakers, graduate and postgraduate students, and engineers in the related fields of agriculture, computer science and engineering will benefit from this book. Addresses soil, machinery, plants, irrigation, sensors, UAVs and more Explores current and future technologies in the field of Precision Agriculture Details comprehensive cost-benefit analysis for governments and other policymakers to incentivize and promote precision agriculture technology


Modeling for Sustainable Management in Agriculture, Food and the Environment

Modeling for Sustainable Management in Agriculture, Food and the Environment
Author: George Vlontzos
Publisher:
Total Pages: 180
Release: 2021
Genre: Agricultural innovations
ISBN: 9780367186678

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Modeling is widely utilized in agriculture, food, and environmental protection and management. The interrelationship of these sectors necessitates the need for methodologies and operational tools to increase the effectiveness and efficiency, establishing at the same time the sustainable utilization of inputs and natural resources.


Precision Agriculture

Precision Agriculture
Author: John V. Lake
Publisher: John Wiley & Sons
Total Pages: 259
Release: 2008-04-30
Genre: Technology & Engineering
ISBN: 0470515422

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This book investigates new agricultural systems such as organic and green manuring, as well as integrated pest management practices, and looks at how they can improve farm productivity against the enhancements for the environment. Much of the information presented focuses on microinvestigation of the soil, and on the effects of soil variability within fields on yields and nutrient flows.


Soil-Specific Farming

Soil-Specific Farming
Author: Rattan Lal
Publisher: CRC Press
Total Pages: 418
Release: 2015-08-20
Genre: Nature
ISBN: 1482245345

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Faced with challenges of resource scarcity and environmental degradation, it is important to adopt innovative farming systems that maximize resource efficiency while protecting the environment. Soil-Specific Farming: Precision Agriculture focuses on principles and applications of soil-specific farming, providing information on rapidly evolving agri


Precision agriculture

Precision agriculture
Author: John Stafford
Publisher: BRILL
Total Pages: 783
Release: 2024-01-08
Genre: Technology & Engineering
ISBN: 9086865143

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Precision Agriculture presents the latest scientific results from worldwide research, field studies and practical application. The book contains peer-reviewed papers that were presented at the 4th European Conference on Precision Agriculture. The papers focus on precision agriculture research containing interdisciplinary site analysis, integrative measures and management strategies as well as on practical applications. The economic and environmental effects of implementing the precision agriculture concept are featured in many of them. The unique feature of the fourth conference was that it was held in parallel with the 1st European Conference on Precision Livestock Farming - the links between both technologies were drawn and the possible interactions between them were shown for the first time. The potential is to integrate both technologies to encompass the whole farm. Peer-reviewed papers from the Precision Livestock conference are presented in a companion proceedings, Precision Livestock Farming.