Progress in Precision Agriculture Søren Marcus Pedersen Kim Martin Lind Editors Precision Agriculture: Technology and Economic Perspectives Progress in Precision Agriculture Series editor Margaret A. Oliver, Soil Research Centre, University of Reading, Reading, Berkshire, United Kingdom This book series aims to provide a coherent framework to cover the multidisciplinary subject of Precision Agriculture (PA), including technological, agronomic, economic and sustainability issues of this subject. The target audience is varied and will be aimed at many groups working within PA including agricultural design engineers, agricultural economists, sensor specialists and agricultural statisticians. All volumes will be peer reviewed by an international advisory board. More information about this series at http://www.springer.com/series/13782 Søren Marcus Pedersen • Kim Martin Lind Editors Precision Agriculture: Technology and Economic Perspectives Editors Søren Marcus Pedersen Kim Martin Lind Department of Food and Resource Department of Food and Resource Economics Economics University of Copenhagen University of Copenhagen Frederiksberg C, Denmark Frederiksberg C, Denmark ISSN 2511-2260 ISSN 2511-2279 (electronic) Progress in Precision Agriculture ISBN 978-3-319-68713-1 ISBN 978-3-319-68715-5 (eBook) https://doi.org/10.1007/978-3-319-68715-5 Library of Congress Control Number: 2017958136 © Springer International Publishing AG 2017 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Printed on acid-free paper This Springer imprint is published by Springer Nature The registered company is Springer International Publishing AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland Preface This is the first book in the new book series on Progress in Precision Agriculture established by Springer. The book series was originally proposed because there is currently no such series devoted to this topic and there are few books devoted to specialist topics in precision agriculture (PA). The one on Geostatistical Applications for Precision Agriculture has been successful and is listed as one of Springer’s most downloaded books. Therefore, this overall background led to the concept of this book series. In addition, precision agriculture is becoming increasingly important with issues of population growth, decreasing availability of adequate arable land and land degradation that has resulted from the intensive use of land following the Green Revolution. The series will provide a framework for a wide range of subject areas and pro- vide a ‘state-of-the-art’ view of where the research frontier lies. Topics will include the economic, technological, agronomic and sustainability issues of PA. The books will aim to provide a teaching resource for university and college course leaders and a basis for new researchers to develop research concepts and for farm and environ- mental managers, civil servants and so on. The first book in the series, Precision Agriculture: Technology and Economic Perspectives, was selected because there is a lack of material on the economics of precision agriculture. This is very closely linked to the technology in PA, which involves major investment by farmers. The book covers a wide range of topics and will provide a sound basis for many groups in PA such as farmers, advisors, policy makers, engineers, economists and students that have an interest in precision agriculture. Chapter 1 gives an introduction to precision agriculture (PA) with a short histori- cal review of the development and the status of current available technologies. Part of this description also provides an overview of some of the economic barriers and technical obstacles when applying variable-rate application. The aim of the chapter is to provide readers with a foundation for what is to come in the subsequent chapters. Chapter 2 provides an overview of the current smart farming technologies that are available among farmers or are about to become available in the near future. v vi Preface Smart farming technologies (SFT) cover a range of different aspects of precision agriculture including data acquisition technologies, data analysis and evaluation technologies and precision application technologies. Furthermore, the economic impact that each SFT has in comparison to conventional agricultural practices is assessed. Chapter 3 gives a first assessment of the potential economic impact of variable- rate fertilizer application. It shows that precision farming technologies that aim to identify the economically optimal input rate often fail to provide considerable eco- nomic advantages for the farmer. This phenomenon can be explained by flat payoff functions, which are relevant for many agricultural production processes. Chapter 4 describes the relevance and profitability of different precision herbi- cide application technologies; two weed detection technologies and a low-dose decision-support system (DSS) are analysed. Chapter 5 focuses on the economics and perspectives of site-specific irrigation management with a focus on automated furrow irrigation, which is a new technol- ogy being developed commercially and offered to farmers in Australia. This analy- sis considers the economics of adopting an improved precision irrigation technology from two different perspectives: economic and environmental. Chapter 6 provides an analysis of the feasibility of auto-steering systems and controlled traffic farming systems (CTF). In this chapter, four different machinery scenarios were tested in four fields each, and the main objective was to compare two different route planning systems under economic criteria apart from the best opera- tional route coverage design criterion. The results show the considerable potential of advanced route planning designs and further optimization of farming systems. Chapter 7 focuses on the profitability of controlled traffic in grass silage produc- tion. From a farmer’s perspective, the potential profitability of converting to CTF is determined by the existing machinery system and the required investment for a CTF conversion. Moreover, the on-farm profitability potential will be determined by the site-specific conditions in terms of yield response from CTF, opportunities to pro- duce other cash crops and the knowledge and the involvement required in setting up and maintaining the CTF system. Chapter 8 examines pre-commercial and autonomous systems that could be implemented in the near future, namely, robotic crop cultivation systems. The potential economic benefits from the use of agricultural robots under specific condi- tions and constraints are described. Chapter 9 provides a general description of farm management information sys- tems (FMIS). The state of the art is presented depicting the new functionalities included in FMIS and how they can connect the farm to the external context and stakeholders. The authors delve into the functionality of FMIS to understand how precision agriculture can improve the allocation of costs to the final product by managing PA in a better way. Chapter 10 focuses on how precision farming as a sustainable technology can help to increase yields and reduce the environmental impact of crop farming; a case study from Estonia is presented in which PF is one of the technologies among others. Preface vii Chapter 11 provides an overview of various studies of the adoption of precision agriculture. It shows that PA affects the performance of farms positively, even though its benefits vary according to the size of farms as well as their location. Chapter 12 closes the book by examining the perspectives of precision farming in a broader policy context. Agriculture is faced with contrasting opposing require- ments from society at large. Precision agriculture can be part of the response to often conflicting issues by the use of technologies in a precise and targeted approach that reduce resource use and increase yield. Furthermore, the growing demand for higher-value food products in terms of health benefits and quality requires trace- ability and information about production processes and resource use. These corre- spond with the possibilities offered by precision agriculture technology. The general movement towards greater integration in food supply chains is a natural extension of the requirements for traceability and product information, which are integral parts of precision agriculture. Frederiksberg, Denmark Søren Marcus Pedersen Frederiksberg, Denmark Kim Martin Lind Reading, UK Margaret A. Oliver August 2017 Contents 1 Precision Agriculture – From Mapping to Site- Specific Application..................................................................... 1 S.M. Pedersen and K.M. Lind 2 Smart Farming Technologies – Description, Taxonomy and Economic Impact ............................................................................. 21 Athanasios T. Balafoutis, Bert Beck, Spyros Fountas, Zisis Tsiropoulos, Jürgen Vangeyte, Tamme van der Wal, I. Soto-Embodas, Manuel Gómez-Barbero, and Søren Marcus Pedersen 3 Economic Potential of Site-Specific Fertiliser Application and Harvest Management ...................................................................... 79 Markus Gandorfer and Andreas Meyer-Aurich 4 Economics of Site-Specific and Variable-Dose Herbicide Application ............................................................................................... 93 Jens Erik Ørum, Per Kudsk, and Peter Kryger Jensen 5 The Economics and Perspectives of Site Specific Irrigation Management in Australia ..................................................... 111 Robert Farquharson and Jon Welsh 6 Auto-Steering and Controlled Traffic Farming – Route Planning and Economics ........................................................................ 129 Claus G. Sørensen, Efthymios Rodias, and Dionysis Bochtis 7 Profitability of Controlled Traffic in Grass Silage Production ........... 147 Hans Alvemar, Hans Andersson, and Hans Henrik Pedersen 8 Robotic Seeding: Economic Perspectives .............................................. 167 Søren Marcus Pedersen, Spyros Fountas, Claus G. Sørensen, Frits K. Van Evert, and B. Simon Blackmore ix x Contents 9 Future Perspectives of Farm Management Information Systems ............................................................................... 181 Zisis Tsiropoulos, Giacomo Carli, Erika Pignatti, and Spyros Fountas 10 Sustainable Intensification in Crop Farming – A Case from Estonia ............................................................................................ 201 Rando Värnik, Raiko Aste, and Jelena Ariva 11 How to Model the Adoption and Perception of Precision Agriculture Technologies ................................................... 223 Giacomo Carli, Vilma Xhakollari, and Maria Rita Tagliaventi 12 Perspectives of Precision Agriculture in a Broader Policy Context .......................................................................................... 251 Kim Martin Lind and Søren Marcus Pedersen Abbreviations and Glossary ........................................................................... 267 Index ................................................................................................................. 275
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