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Engineering Proceedings, Volume 9, Issue 1

2021 EFITA 2021 - 46 articles

The 13th EFITA International Conference

Online | 25–26 May 2021

Volume Editors:
Dionysis Bochtis, Institute for Bio-Economy and Agri-Technology (IBO), Greece
Maria Lampridi, Institute for Bio-Economy and Agri-Technology (IBO), Greece
Charisios Achillas, International Hellenic University, Greece
Dimitrios Aidonis, International Hellenic University, Greece
Dimitrios Kateris, Institute for Bio-Economy and Agri-Technology (IBO), Greece
Aristotelis Christos Tagarakis, Institute for Bio-Economy and Agri-Technology (IBO), Greece
Ilias Platis, University of Thessaly, Greece
Lefteris Benos, Institute for Bio-Economy and Agri-Technology (IBO), Greece

Cover Story: These proceedings represent the scientific outcomes of the 13th EFITA International Conference held on May 2021, organized by the European Federation for Information Technology in Agriculture, Food, and the Environment (EFITA), which has presented and disseminated cutting-edge advances in ICT systems in agriculture for more than 20 years. The contents of the proceedings bring together the efforts of engineers, scientists, technicians, academics, and representatives from industry by exchanging knowledge and ideas, presenting innovations, and by discussing the state of the art and future use of ICT in the agri-food and bio-resources production sectors, under the theme of “Digital Agriculture”.
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Articles (46)

  • Editorial
  • Open Access
3 Citations
2,405 Views
5 Pages

The Cutting Edge on Advances in ICT Systems in Agriculture

  • Maria Lampridi,
  • Lefteris Benos,
  • Dimitrios Aidonis,
  • Dimitrios Kateris,
  • Aristotelis C. Tagarakis,
  • Ilias Platis,
  • Charisios Achillas and
  • Dionysis Bochtis

Modern agriculture has to shoulder the burden of a plethora of challenges associated with demographics, climate change, and natural resources depletion [...]

  • Proceeding Paper
  • Open Access
2 Citations
1,720 Views
4 Pages

A different teaching–learning strategy was implemented in the geomatic applications in the Biosystems Engineering course. The strategy, which was based on the educational theory of constructivism, promoted the strengthening of geomatic concepts...

  • Proceeding Paper
  • Open Access
5 Citations
2,648 Views
5 Pages

Crop Water Availability Mapping in the Danube Basin Based on Deep Learning, Hydrological and Crop Growth Modelling

  • Silke Migdall,
  • Sandra Dotzler,
  • Eva Gleisberg,
  • Florian Appel,
  • Markus Muerth,
  • Heike Bach,
  • Giulio Weikmann,
  • Claudia Paris,
  • Daniele Marinelli and
  • Lorenzo Bruzzone

The Danube Basin has been hit by several droughts in the last few years. As climate change makes weather extremes and temperature records in late winter and early spring more likely, water availability and irrigation possibilities become more importa...

  • Proceeding Paper
  • Open Access
1 Citations
1,922 Views
4 Pages

An outreach project is conducted for the protection of water resources in Monteverde, Costa Rica. An automatic monitoring system for rainwater harvesting (AMSWH) was implemented into a water-harvesting system in the Monteverde Institute (MVI). Throug...

  • Proceeding Paper
  • Open Access
3 Citations
2,233 Views
5 Pages

This study evaluates how much technology adoption could cost in a variety of crop-production scenarios. Cost-reduction simulations consider scenarios of higher input use efficiency such as reducing the usage of diesel, labor, irrigation, fertilizer,...

  • Proceeding Paper
  • Open Access
5 Citations
2,090 Views
5 Pages

Integrating Ambient Intelligence Technologies for Empowering Agriculture

  • Christos Stratakis,
  • Nikolaos Menelaos Stivaktakis,
  • Manousos Bouloukakis,
  • Asterios Leonidis,
  • Maria Doxastaki,
  • George Kapnas,
  • Theodoros Evdaimon,
  • Maria Korozi,
  • Evangelos Kalligiannakis and
  • Constantine Stephanidis

This work blends the domain of Precision Agriculture with the prevalent paradigm of Ambient Intelligence, so as to enhance the interaction between farmers and Intelligent Environments, and support their various daily agricultural activities, aspiring...

  • Proceeding Paper
  • Open Access
3 Citations
2,458 Views
4 Pages

An Ontology Based Approach for Regulatory Compliance of EU Reg. No 995/2010 in Greece

  • Efthymios Lallas,
  • Anthony Karageorgos and
  • Georgios Ntalos

31 December 2021

Illegal logging has always been considered as a major environmental and social global concern, as it is directly associated with deforestation and climate change. Nowadays, EU Regulation No 995/2010 has been successfully enforced to impede the placem...

  • Proceeding Paper
  • Open Access
5 Citations
2,352 Views
4 Pages

A Theoretical Framework for Multi-Hazard Risk Mapping on Agricultural Areas Considering Artificial Intelligence, IoT, and Climate Change Scenarios

  • Roberto F. Silva,
  • Maria C. Fava,
  • Antonio M. Saraiva,
  • Eduardo M. Mendiondo,
  • Carlos E. Cugnasca and
  • Alexandre C. B. Delbem

31 December 2021

This work proposes a data-driven theoretical framework for addressing: (i) extreme climate events prediction through multi-hazard risk mapping using remote sensing, artificial intelligence, and hydrological models, considering multiple hazards; and (...

  • Proceeding Paper
  • Open Access
1 Citations
1,513 Views
4 Pages

Machine Learning Techniques in Agricultural Flood Assessment and Monitoring Using Earth Observation and Hydromorphological Analysis

  • Lampros Tasiopoulos,
  • Marianthi Stefouli,
  • Yorghos Voutos,
  • Phivos Mylonas and
  • Eleni Charou

31 December 2021

Climate change could exacerbate floods on agricultural plains by increasing the frequency of extreme and adverse meteorological events. Flood extent maps could be a valuable source of information for agricultural land decision makers, risk management...

  • Proceeding Paper
  • Open Access
13 Citations
3,166 Views
5 Pages

28 December 2021

The effects of three drip irrigation (IR1: Farmer’s, IR2:Full (100%ETc), IR3:Deficit (80%ETc) irrigation), and two fertilization (Ft1, Ft2) treatments were studied on maize yield and biomass by applying new agro-technologies (TDR—sensors...

  • Proceeding Paper
  • Open Access
7 Citations
1,862 Views
5 Pages

28 December 2021

The effects of two irrigation (IR1: rainfed; IR2: rainfed + supplemental drip irrigation), and two fertilization (Ft1, Ft2) treatments were studied on cotton yield and seed oil by applying a number of new agro-technologies such as: TDR sensors; soil...

  • Proceeding Paper
  • Open Access
2 Citations
1,786 Views
4 Pages

Strategic Research Agenda for Utilisation of Earth Observation in Agriculture

  • Karel Charvat,
  • Vaclav Safar,
  • Hana Kubickova,
  • Sarka Horakova and
  • Tomas Mildorf

14 December 2021

The EO4Agri Strategic Research Agenda (SRA) is a set of recommendations for future research activities in the area of Earth observation for agriculture. The EO4AGRI project provides support to all agri-food sectors based on new uses of COPERNICUS dat...

  • Proceeding Paper
  • Open Access
2 Citations
1,648 Views
4 Pages

13 December 2021

The paper creates the chaotic soybeans production growth model. This model includes in-vestment in ICTs in agriculture. Further, the paper discovers a sequence of Elliot waves in soyabeans market in China in the period 1991–2015. Investment in...

  • Proceeding Paper
  • Open Access
4 Citations
1,775 Views
4 Pages

Susceptibility of Twenty-Three Kiwifruit Cultivars to Pseudomonas syringae pv. actinidiae

  • Thomas Thomidis,
  • Dimitrios E. Goumas,
  • Anastasios Zotos,
  • Vassilios Triantafyllidis and
  • Efthimios Kokotos

One of the best methods to control plant disease is the use of resistant cultivars. The purpose of this study is to evaluate 23 kiwifruit genotypes and cultivars for susceptibility to four strains of Psa (biovar 3) in alaboratory setting. The results...

  • Proceeding Paper
  • Open Access
2 Citations
6,391 Views
4 Pages

Production of Fertilizer from Seawater with a Remote Control System

  • Federico Hahn,
  • Carlos Juárez González and
  • Canek Mota Delfín

Seawater is abundant and full of nutrients known as ORMUS. Inorganic fertilizers have become scarce and expensive, so alternatives to feed plants are being studied. An automatic tank on a fishing boat was designed to extract salts from seawater, as f...

  • Proceeding Paper
  • Open Access
5 Citations
1,916 Views
4 Pages

A Survey on the Use of the Internet of Multimedia Things for Precision Agriculture and the Agrifood Sector

  • Alvertos Ioannis Mourikis,
  • Romanos Kalamatianos,
  • Ioannis Karydis and
  • Markos Avlonitis

The Internet of Things (IoT) has already penetrated an ever-increasing array of daily aspects of life. IoTs bridge the analog and digital worlds in an unprecedented manner and degree by providing in situ sensing. Adding to the IoT the capability to c...

  • Proceeding Paper
  • Open Access
10 Citations
3,568 Views
4 Pages

This paper explores the use of several state-of-the-art machine learning models for predicting the daily prices of corn and sugar in Brazil in relation to the use of traditional econometrics models. The following models were implemented and compared:...

  • Proceeding Paper
  • Open Access
3 Citations
2,756 Views
5 Pages

Mango is one of the main fruits grown in Mexico that are exported worldwide, but the trees consume a lot of water, and irrigation scheduling should be implemented to optimize water use. Dendrometers were installed in fruit trees to optimize water usa...

  • Proceeding Paper
  • Open Access
5 Citations
2,549 Views
4 Pages

The Common Greenhouse Ontology: An Ontology Describing Components, Properties, and Measurements inside the Greenhouse

  • Roos Bakker,
  • Romy van Drie,
  • Cornelis Bouter,
  • Sander van Leeuwen,
  • Lorijn van Rooijen and
  • Jan Top

Modern greenhouses have systems that continuously measure the properties of greenhouses and their crops. These measurements cannot be queried together without linking the relevant data. In this paper, we introduce the Common Greenhouse Ontology, a st...

  • Proceeding Paper
  • Open Access
8 Citations
2,443 Views
4 Pages

Weed Mapping in Vineyards Using RGB-D Perception

  • Dimitrios Kateris,
  • Damianos Kalaitzidis,
  • Vasileios Moysiadis,
  • Aristotelis C. Tagarakis and
  • Dionysis Bochtis

Weed management is one of the major challenges in viticulture, as long as weeds can cause significant yield losses and severe competition to the cultivations. In this direction, the development of an automated procedure for weed monitoring will provi...

  • Proceeding Paper
  • Open Access
1 Citations
1,853 Views
4 Pages

An Easily Installed Method of the Estimation of Soybean Yield Based on Meteorological Environments with Regression Analysis

  • Akihiro Nitta,
  • Yuya Chonan,
  • Satoshi Hayashi,
  • Takuji Nakamura,
  • Hiroyuki Tsuji,
  • Noriyuki Murakami,
  • Ryo Nishide,
  • Takenao Ohkawa and
  • Seiichi Ozawa

30 November 2021

A simple method for estimating soybean yield under ideal environments in Japan is proposed. Several models that simulate soybean yield have been proposed in other countries; however, direct adaptation to Japanese species is difficult in terms of clim...

  • Proceeding Paper
  • Open Access
3 Citations
1,772 Views
4 Pages

30 November 2021

Today, the actors of the aromatic and medicinal plants (MAPs) sector are facing several problems related to the management, exploitation, marketing and valorisation of these resources. The objective of this presentation is to build a MAPs monitoring...

  • Proceeding Paper
  • Open Access
3 Citations
1,681 Views
4 Pages

29 November 2021

Frequently, urbanization and loss of an urban population’s connection to agriculture are given as the main reasons for decreasing societal acceptance of modern-day agriculture. An online survey of the German population in 2018 provided two sele...

  • Proceeding Paper
  • Open Access
3 Citations
2,027 Views
4 Pages

Depth Image Selection Based on Posture for Calf Body Weight Estimation

  • Yuki Yamamoto,
  • Takenao Ohkawa,
  • Chikara Ohta,
  • Kenji Oyama and
  • Ryo Nishide

25 November 2021

We are developing a system to estimate body weight using calf depth images taken in a loose barn. For this purpose, depth images should be taken from the side, without calves overlapping and without their backs bent. However, most of the depth images...

  • Proceeding Paper
  • Open Access
2 Citations
1,610 Views
4 Pages

Capturing and Evaluating the Effects of the Expansive Species Ailanthus altissima on Agro-Ecosystems on the Ionian Islands

  • Yorghos Voutos,
  • Nicole Godsil,
  • Anna Sotiropoulou,
  • Phivos Mylonas,
  • Pavlos Bouchagier,
  • Themis Exarchos,
  • Aristotelis Martinis and
  • Katerina Kabassi

25 November 2021

There is a significant number of agricultural systems with rich and special biodiversity, characterized as high-nature-value farming systems (HNV) in the Ionian Islands region. These agro-ecosystems cover a significant area in this region and are div...

  • Proceeding Paper
  • Open Access
5 Citations
2,624 Views
4 Pages

Drought Periods Identification in Ecuador between 2001 and 2018 Using SPEI and MODIS Data

  • César Sáenz,
  • Javier Litago,
  • Klaus Wiese,
  • Laura Recuero,
  • Victor Cicuéndez and
  • Alicia Palacios-Orueta

25 November 2021

Drought is a natural phenomenon in which the precipitation amount is below normal in a specific region over a long period. The main objective of this study is to identify periods of drought in Ecuador between 2001 and 2018 using the Standardized Prec...

  • Proceeding Paper
  • Open Access
2 Citations
1,638 Views
4 Pages

Farm-Scale Greenhouse Gas Emissions’ Decision Support Systems

  • Evangelos Alexandropoulos,
  • Vasileios Anestis and
  • Thomas Bartzanas

25 November 2021

In this paper, 15 farm-scale Green House Gas-based (GHG-based) decision support (DS) tools were evaluated based on a number of criteria (descriptive evaluation), as well as the parameters requested as inputs and the outputs, all of which are consider...

  • Proceeding Paper
  • Open Access
4 Citations
2,079 Views
4 Pages

Developing a Method to Simulate and Evaluate Effects of Adaptation Strategies to Climate Change on Wheat Crop Production: A Challenging Multi-Criteria Analysis

  • Christophe Gigot,
  • Doriane Hamernig,
  • Violaine Deytieux,
  • Ibrahima Diallo,
  • Olivier Deudon,
  • Emmanuelle Gourdain,
  • Jean-Noël Aubertot,
  • Marie-Hélène Robin,
  • Marie-Odile Bancal and
  • Marie Launay
  • + 1 author

25 November 2021

Adaptation of cropping management strategies is necessary to ensure the sustainability of our agriculture, which is facing threats arising from climate change. A methodology is proposed to find out and compare the most promising adaptation strategies...

  • Proceeding Paper
  • Open Access
1 Citations
2,229 Views
4 Pages

24 November 2021

The paper addresses through the new type concept the analysis of the feasibility of agricultural systems adaptable to environmental requirements. The development of a conceptual system for the feasibility of soil techniques through the responsible ma...

  • Proceeding Paper
  • Open Access
1 Citations
2,384 Views
4 Pages

24 November 2021

In this paper, the traceability of heparin medicine will be studied. Currently, the registration of traceability data is conducted in a decentralized manner. With blockchain implementation, the traceability systems that use this data could become sem...

  • Proceeding Paper
  • Open Access
23 Citations
6,215 Views
5 Pages

A Smart Farming System for Circular Agriculture

  • Aristotelis C. Tagarakis,
  • Christos Dordas,
  • Maria Lampridi,
  • Dimitrios Kateris and
  • Dionysis Bochtis

24 November 2021

Agricultural activities such as fertilization and other crop management techniques contribute to greenhouse gas emissions and pollution; the cost of such activities is considerably high, with nitrogen pollution costing the EU up to 320 billion euros...

  • Proceeding Paper
  • Open Access
7 Citations
2,122 Views
4 Pages

Modelling Digital Circular Economy framework in the Agricultural Sector. An Application in Southern Italy

  • Tiziana Crovella,
  • Annarita Paiano,
  • Giovanni Lagioia,
  • Anna Maria Cilardi and
  • Luigi Trotta

24 November 2021

The transition towards circular economy (CE) in agriculture requires a large amount of data in order to map the consumption of natural resources and negative externalities. This paper aims to identify a digital framework for collecting and sharing da...

  • Proceeding Paper
  • Open Access
5 Citations
3,408 Views
4 Pages

How Agricultural Digital Innovation Can Benefit from Semantics: The Case of the AGROVOC Multilingual Thesaurus

  • Esther Mietzsch,
  • Daniel Martini,
  • Kristin Kolshus,
  • Andrea Turbati and
  • Imma Subirats

24 November 2021

AGROVOC is the multilingual thesaurus managed and published by the Food and Agriculture Organization of the United Nations (FAO). Its content is available in more than 40 languages and covers all the FAO’s areas of interest. The structural basi...

  • Proceeding Paper
  • Open Access
1 Citations
2,021 Views
4 Pages

24 November 2021

The presence of trees brings several health benefits to urban populations. However, wind damage is an important cause of falling trees, causing considerable damages. This study involved a bibliometric review on the use of Internet of Things technolog...

  • Proceeding Paper
  • Open Access
3 Citations
2,014 Views
4 Pages

Society’s View on Autonomous Agriculture: Does Digitalization Lead to Alienation?

  • Olivia Spykman,
  • Agnes Emberger-Klein,
  • Andreas Gabriel and
  • Markus Gandorfer

24 November 2021

Digital and autonomous technologies enter the agricultural market at an increasing rate, yet little is known about society’s view on this development, although the public is an important stakeholder. By means of a discrete choice experiment (n...

  • Proceeding Paper
  • Open Access
3 Citations
1,982 Views
4 Pages

24 November 2021

The widespread use of many digital technologies along the food supply chain might have negative effects on rural development and on small and medium farms. One conclusion of this paper is that in order for rural areas to exploit all the benefits from...

  • Proceeding Paper
  • Open Access
6 Citations
2,771 Views
4 Pages

24 November 2021

Tomato is an important food product for which the development of non-destructive quality assessment methods is of great interest. Using visible and near-infrared (NIR) spectroscopy, the sugar content, acidity and even taste can be estimated through t...

  • Proceeding Paper
  • Open Access
6 Citations
2,279 Views
4 Pages

A Review of the State-of-Art, Limitations, and Perspectives of Machine Vision for Grape Ripening Estimation

  • Eleni Vrochidou,
  • Christos Bazinas,
  • George A. Papakostas,
  • Theodore Pachidis and
  • Vassilis G. Kaburlasos

This work highlights the most recent machine vision methodologies and algorithms proposed for estimating the ripening stage of grapes. Destructive and non-destructive methods are overviewed for in-field and in-lab applications. Integration principles...

  • Proceeding Paper
  • Open Access
4 Citations
2,278 Views
4 Pages

For a “system of systems” approach in agriculture, agricultural machinery is facing the challenge of bringing tractor-implement combinations and harvesting machinery to the IoT (Internet of Things). While standards such as the ISO 11783 (ISOBUS) have...

  • Proceeding Paper
  • Open Access
11 Citations
3,801 Views
4 Pages

Digital Agriculture Infrastructure in the USA and Germany

  • Heinz Bernhardt,
  • Leon Schumacher,
  • Jianfeng Zhou,
  • Maximilian Treiber and
  • Kent Shannon

The USA and Germany have compared the issues that surround the adoption of digital technology on the farm that will foster more environmentally sustainable food production/processing systems. Both countries lack robust broadband internet pathways to...

  • Proceeding Paper
  • Open Access
3 Citations
3,503 Views
4 Pages

Rice Contract Farming in Vietnam: Insights from a Qualitative Study

  • Mai Chiem Tuyen,
  • Prapinwadee Sirisupluxana,
  • Isriya Bunyasiri and
  • Pham Xuan Hung

Since 2002, Vietnam has implemented rice contract-farming policies to develop the linkage among stakeholders in the agricultural sector; however, there is very low participation of farmers. Therefore, this study aims to determine the perception on bo...

  • Proceeding Paper
  • Open Access
13 Citations
2,092 Views
4 Pages

Wearable Sensors for Identifying Activity Signatures in Human-Robot Collaborative Agricultural Environments

  • Aristotelis C. Tagarakis,
  • Lefteris Benos,
  • Eirini Aivazidou,
  • Athanasios Anagnostis,
  • Dimitrios Kateris and
  • Dionysis Bochtis

To establish a safe human–robot interaction in collaborative agricultural environments, a field experiment was performed, acquiring data from wearable sensors placed at five different body locations on 20 participants. The human–robot collaborative t...

  • Proceeding Paper
  • Open Access
2 Citations
1,774 Views
4 Pages

Identification and Modeling Carbon and Energy Fluxes from Eddy Covariance Time Series Measurements in Rice and Rainfed Crops

  • Víctor Cicuéndez,
  • Javier Litago,
  • Víctor Sánchez-Girón,
  • Laura Recuero,
  • César Sáenz and
  • Alicia Palacios-Orueta

Gross primary production (GPP) represents the carbon (C) uptake of ecosystems through photosynthesis and it is the largest flux of the global carbon balance. Our overall objective in this research is to identify and model GPP dynamics and its relatio...

  • Proceeding Paper
  • Open Access
1 Citations
2,149 Views
4 Pages

A Method Comparison Study between Open Source and Industrial Weather Stations

  • Evmorfia P. Bataka,
  • Georgios Miliokas,
  • Nikolaos Katsoulas and
  • Christos T. Nakas

Open-source devices are widespread and have been available to everyone over the past decade. The low cost of such devices boosts the creation of instruments for various applications such as smart farming, environmental monitoring, animal behavior mon...

  • Proceeding Paper
  • Open Access
3 Citations
1,781 Views
6 Pages

Molecular and Phenotypic Diversity of Indigenous Oenological Strains of Saccharomyces cerevisiae Isolated in Greece

  • Aikaterini Karampatea,
  • Argirios Tsakiris,
  • Yiannis Kourkoutas and
  • Georgios Skavdis

During 3 years, we explored the biodiversity of the indigenous yeast flora in five Greek wine regions by collecting five varietal grape samples, conventionally and biologically cultured. Spontaneous wine fermentations were carried out by the native m...

  • Proceeding Paper
  • Open Access
3 Citations
2,786 Views
5 Pages

Sensitivity of Greek Organisations in Sustainability Issues

  • Alexandros Chrissos-Anestis,
  • Charisios Achillas,
  • Dimitrios Folinas,
  • Dimitrios Aidonis and
  • Michael Chrissos Anestis

Recently, the world has been faced with a variety of environmental, social, and economic problems. The effects of climate change and the lack of resources are constantly intensifying, while at the same time the impact of industrial production has bec...

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Eng. Proc. - ISSN 2673-4591