Agricultural Internet of Things and Decision Support for Precision Smart Farming
- 1st Edition - January 14, 2020
- Latest edition
- Editors: Annamaria Castrignano, Gabriele Buttafuoco, Raj Khosla, Abdul Mouazen, Dimitrios Moshou, Olivier Naud
- Language: English
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… Read more
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
Researchers, academics, post-graduate students and industry professionals in agriculture, agronomy and agricultural technology
1. Introduction
2. Monitoring
3. Data processing
4. Support to decision making
5. Smart action
6. Economic, environmental and societal impacts
7. Examples of smart precision farming worldwide
- Edition: 1
- Latest edition
- Published: January 14, 2020
- Language: English
AC
Annamaria Castrignano
Annamaria Castrignanó formerly director of research at Council for Agricultural Research and Economics in Bari (Italy) and full professor of geostatistics at the G. D'Annunzio University of Chieti-Pescara (Italy). She is currently senior researcher at the IREA Center of the National Research Council (CNR). She has been actively involved in the discipline of pedometrics and digital soil mapping for many years. Her knowledge and expertise in geostatistics and statistics has been exemplified in several oral presentations in International conferences and peer-refereed journal articles (she has published more than 300 papers). She has published also as co-editor of books of Elsevier, Springer, CRC Press regarding the application of geostatistics to pedology, environmental monitoring and smart farming. She has been the scientific leader of national and international projects aimed at the application of precision farming to the cultivation of durum wheat and tomato in Southern Italy and at the use of proximal and remote sensing in agriculture. She has been giving several basic and advanced courses on geostatistics to national and international PhD students and researchers in Italy and abroad. She is currently involved in the implementation of multivariate geostatistical techniques of data fusion with change of support using proximal and remote sensors.
Affiliations and expertise
IREA Center of the National Research Council (CNR) , Bari, ItalyGB
Gabriele Buttafuoco
Gabriele Buttafuoco is senior researcher in the National Research Council of Italy. His research focuses on the application of statistical and geostatistical methods for the purpose of analysing soil properties variability, modelling soil processes, delineating management zones for precision agriculture, hydrology and water resource management. He is also involved in proximal soil sensing, chemometrics, and data fusion. On these topics, he has published several articles in international journals and conference proceedings. He is Associate Editor for Environmental Earth Sciences and member of the Editorial Board of the journal Archives of Agronomy and Soil Science. He is member of International Society of Precision Agriculture, International Union of Soil Science, Italian Soil Science Society, and European Water Resources Association.
Affiliations and expertise
Senior Researcher, Bio-Agro Food Sciences Department, National Research Council, ItalyRK
Raj Khosla
Prof. Raj Khosla is the Head of Agronomy Department at Kansas State University and is a globally recognized authority on Precision Agriculture. He has been engaged in precision agriculture since inception and has made significant contributions in the development and spread of Precision Agriculture worldwide. He is the Founder and Past-President of the International Society of Precision Agriculture.
Prof. Khosla’s research specializes in harnessing spatial and temporal heterogeneity in managed agro-ecosystems and translating those into better decision models. His group has extensively used remote sensing and other geo-spatial tools to enhance production, resource use efficiency, profitability, and sustainability of managed agro-ecosystems. He has co-authored over 100 refereed publications and has been invited globally to over 30 countries.
Prof. Khosla is the Fellow of American Association for Advancement of Science; Fellow of American Society of Agronomy; Fellow of Soil Science Society of America; Fellow of Crop Science Society of America, Fellow of Soil and Water Conservation Society and Honorary Life Fellow of International Society of Precision Agriculture.
Affiliations and expertise
Kansas State University, Manhattan,USAAM
Abdul Mouazen
Abdul Mouazen, specializing in proximal soil sensing for precision agriculture and environmental applications, is a patent holder of a mobile soil sensor that can analyse the composition of the soil by means of infrared spectroscopy. During his past 9 years employment at Cranfield University (UK), several pioneering precision agriculture applications of this innovative sensor were achieved.
In the start of 2017 he started his new position at the faculty of Bioscience Engineering at Ghent University, where he will carry out a project titled: Towards Establishing a Centre of Site-specific Technology for Soil and Crop Management (SiTeMan). The aim of the project is to establish a research platform combining cutting-edge soil and crop sensors, modelling and system control technology for managing farm resources site-specifically, with the final goal of establishing a precision agriculture centre in Flanders.
Affiliations and expertise
Professor, Ghent University, BelgiumDM
Dimitrios Moshou
Dr. Dimitrios Moshou is an associate professor at AUTH and has a PhD from the Departments of Electrical Engineering and Biosystems, Faculty of Engineering, K.U. Leuven, Belgium, an MSc in control systems from the University of Manchester, and an MSc in electrical engineering. His research interests include the theory and applications of bio-inspired information processing, neuroscience, self-organisation, and computational intelligence and their use in intelligent control, pattern recognition, data fusion, and cognitive robotics. Application areas include mechatronics and non-destructive quality control and monitoring of bio-products and crops. He co-authroed the research monograph “Artificial Neural Maps” on self-organizing networks and learning schemes and has written more than 180 papers in peer-reviewed journals, book chapters, and reviewed international conference proceedings, resulting in over 1500 citations. He has contributed in research and management tasks of 24 local and EU research projects. He has been involved in the proposal preparation, management, and research of several EU projects involving smart optical sensors, data fusion, and computational intelligence techniques. He was co-recipient of the Phytofare Prize 2001 for “Development of a weed activated spraying machine for targeted application of herbicides.”
Affiliations and expertise
Associate Professor, Head of Agricultural Engineering Laboratory, Faculty of Agriculture, Aristotle University of Thessaloniki (A.U.Th.), Thessaloniki, GreeceON
Olivier Naud
Olivier Naud is with Irstea,National Research Institute of Science and Technology for Environment and Agriculture, formerly Cemagref, since 1990. He received the Ph.D degree in control and automated systems from the INSA in Toulouse in 2003. Today, he is conducting his research in ITAP lab in Montpellier and started his career in Irstea Antony. He graduated as an engineer in control and sensing systems in 1988, and also holds a university license in econometrics.
His research is related to modelling of processes and decision systems, and more specifically modelling and verification of discrete event systems as well as optimisation. The application domains are precision agriculture, crop protection and environment. Olivier Naud has inclination for interdisciplinary research.
Affiliations and expertise
ITAP, Irstea, Montpellier SupAgro, University, Montpellier, Montpellier, FranceRead Agricultural Internet of Things and Decision Support for Precision Smart Farming on ScienceDirect