Modeling for Sustainable Management in Agriculture, Food and the Environment
- Available for pre-order. Item will ship after September 15, 2021
Recent developments in computer science, data mining and big data analytics have resulted in new operational frameworks in agriculture, food and the environment, which in fact, share a strong link between them. A key challenge for researchers is to extract new data patterns and utilize them in decision making. Managers, policy makers, and practitioners have to be aware of these methodologies, in order to establish efficient and effective working groups for the tasks to be resolved.
The book reviews the complexity in the interrelationship between agriculture, food production and processing, and environmental issues. It also highlights the prospects of modelling in various cases of problems solving in these sectors, and reviews the new and future challenges. Consumer awareness in food production and processing practices, is continually increasing and the necessity for advanced behavioural tools follows the same trend. Furthermore, the value chain management challenge is becoming one of the most crucial tasks due to the increased importance of new parameters like the origin of products, its environmental footprint the enhancement of local production, etc. The book addresses these topics in a holistic approach, merging modelling with advanced marketing practices in a coherent and innovative manner, being an effective tool in a continuously demanding world.
Table of Contents
New Technologies Contribution on the Agrifood Sector for Achieving Circular Economy Goals
Christina Kleisiari, Leonidas-Sotirios Kyrgiakos, Panos Pardalos, and George Vlontzos
Dimensionality Reduction Techniques for High-dimensional Data in Precision Agriculture
Mostafa Reisi-Gahrooei, James A Whitehurst, Yiannis Ampatzidis, and Panos Pardalos
Modelling Land Use and Land Cover Changes in the Mediterranean Agricultural Ecosystems
Javier Martínez-Vega, Samir Mili and Marta Gallardo
Farmers’ perceptions towards social-economic sustainability: A case study of the Karla basin
Chatzipetrou Chrysafo-Anna, Christos T.Nakas, and George Vlontzos
Advanced Crop Protection Techniques and Technologies
Athanasios T. Balafoutis, Charikleia K. Kavroumatzi, Michail Moraitis, Konstantinos Vaiopoulos, Nikos Mylonas, Yiannis Ampatzidis, Dimitris I. Tsitsigiannis, Spyros Fountas, and Dionysis Bochtis
Remote Sensing in Agricultural Production Assessment
Nicolas R. Dalezios, and Ioannis N. Faraslis
Integrating Agriculture-Related Data Provided by Thematic Networks into a High Impact Knowledge Reservoir
Hercules Panoutsopoulos, Borja Espejo Garcia, Philip E. G. Verbist, Spyros Fountas, Pieter Spanoghe, and Christopher Brewster
George Vlontzos is an Assistant Professor, Director of the Laboratory of Agricultural Economics and Consumer Behaviour. His research interests focus on, among others, economic and environmental efficiency assessment, and on consumer behaviour characteristics for agricultural inputs and foodstuff. For this various models are being implemented like Data Envelopment Analysis, Stochastic Frontier, Artificial Neural Networks, the Theory of Planned Behaviour, the Health Belief Model, etc. He has published several papers in journals under double blind peer review evaluation and participated in international congresses and seminars. Finally, he has participated, among others, in 4 competitive projects co-financed by the EU.
His paper entitled "To eat or not to eat? The case of genetically modified (GM) food" has won the 2017 Highly Commended Award of the Nutrition and Food Science journal, published by Emerald Publishing. He is a member of the editorial board of the International Journal of Sustainable Agricultural Management and Informatics published by Inderscience Publishers. He is also a member of the board of the Hellenic Agricultural Economics Society and the Hellenic Association for Information and Communication Technologies in Agriculture, Food and Environment.
Yiannis Ampatzidis is an agricultural engineer and an Assistant Professor in the Agricultural and Biological Engineering Department of University of Florida. He is located in the Southwest Florida Research and Education Center (SWFREC), Immokalee, Florida. He works in the area of mechanization and automation of specialty crop production, focusing on the design, development, and testing of sensors and control systems for optimal management of inputs, resources and products. His current research focus is on mechatronics, precision agriculture, smart machines, machine vision, artificial intelligence, automation, robotics, UAVs, and machine systems with special interest in development, implementation and evaluation of agricultural machines and control systems for high value crops.
Basil Manos is a full Professor of the Department of Agricultural Economics at the Aristotle University of Thessaloniki, Greece. His research interests are in farm management and regional planning, environmental management, impact assessment, sustainability and efficiency. He has studied mathematics, economics, operational research and agricultural economics in Aristotle University of Thessaloniki and London School of Economics. He has conducted research in many national and European funded projects. His recent publications include papers in Regional Studies, Journal of Policy Modeling, British Food Journal, European Journal of Operational Research, Journal of Environmental Planning and Management, Land Use Policy, Environmental Monitoring and Assessment, and Journal of Environmental Management. He is editor of International Journal of Sustainable Agricultural Management and Informatics.
Panos M. Pardalos serves as distinguished professor of industrial and systems engineering at the University of Florida. Additionally, he is the Paul and Heidi Brown Preeminent Professor of industrial and systems engineering. He is also an affiliated faculty member of the computer and information science Department, the Hellenic Studies Center, and the biomedical engineering program. He is also the director of the Center for Applied Optimization. Pardalos is a world leading expert in global and combinatorial optimization. His recent research interests include network design problems, optimization in telecommunications, e-commerce, data mining, biomedical applications, and massive computing.