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Spyros Fountas

Agricultural University of Athens

Iera Odos 75

Athens, 11855

Greece

  • Agricultural University of Athens

SCHOLARLY PAPERS

10

DOWNLOADS

432

TOTAL CITATIONS

3

Scholarly Papers (10)

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1.

Stakeholders’ Perspective on Smart Farming Robotic Solutions

Number of pages: 47 Posted: 16 Jan 2025
George Papadopoulos, Maria-Zoi Papantonatou, Havva Uyar, Konstantinos Nychas, Vasilis Psiroukis, Aikaterini Kasimati, Ard Nieuwenhuizen, Frits K. van Evert and Spyros Fountas
Agricultural University of Athens, Agricultural University of Athens, Independent, Agricultural University of Athens, Agricultural University of Athens, Agricultural University of Athens, Wageningen University and Research (WUR), Wageningen University and Research (WUR) - Agrosystems Research and Agricultural University of Athens
Downloads 67 (899,324)

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Robotic Agriculture, Stakeholder Engagement, Smart Farming Technologies, Adoption Barriers and Solutions, Interactive Demonstrations

2.

Spectrofood Dataset: A Comprehensive Fruit and Vegetable Hyperspectral Meta-Dataset for Dry Matter Estimation

Number of pages: 6 Posted: 13 Oct 2023
Ioannis Malounas, Wout Vierbergen, Manuela Zude-Sasse, Kai Yang, Ming Zhao, Dimitrios Argyropoulos, Jonathan Van Beek, Eva Ampe and Spyros Fountas
Agricultural University of Athens, Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB), University College Dublin (UCD), University College Dublin (UCD), University College Dublin (UCD), Flanders Research Institute for Agriculture, Fisheries and Food (ILVO), Inagro vzw and Agricultural University of Athens
Downloads 61 (980,173)
Citation 2

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Hyperspectral imaging, Artificial Intelligence, apple, broccoli, leek, mushroom

3.

Field evaluation of an agricultural robotic system in four European cropping systems

Number of pages: 40 Posted: 09 Mar 2026
Frits K. van Evert, Christophe Aubé, Suzanne Baron, Thanos Dritsopoulos, Spyros Fountas, Jochen Hemming, Han Hilbrands, Panagiotis Karagiannis, Tatjana Konstantinidis, Markos Legas, David Martin, Ard Nieuwenhuizen, George Papadopoulos, Dimitrios S. Paraforos, Soren Marcus Pedersen, Bertrand Pinel, Juan Francisco Rascon, Carlos Rizzo, Nard Savelkouls, Galibjon Sharipov, Tseganesh Wubale Tamirat, Josep Vidal and Jeroen Wolters
Wageningen University and Research (WUR) - Agrosystems Research, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Agricultural University of Athens, Wageningen University & Research, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Wageningen University and Research (WUR), Agricultural University of Athens, affiliation not provided to SSRN, University of Copenhagen, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Copenhagen, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 48 (1,145,425)

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agricultural robotics, Autonomous Farming Systems, Smart Implements, Socio-economic Impact, Legal and Regulatory Challenges

4.

Identification of grid-distributed wires in dense canopies based on geometric feature grouping-connection and YOLO11 for robotic harvesting

Number of pages: 26 Posted: 02 Oct 2025
Xiaojuan Liu, Bryan Gilbert Murengami, Qiling Gong, Xiaoyu Ma, Rui Li, Jinyong Chen, Ramesh Kumar Sahni, Yaqoob Majeed, Spyros Fountas and Longsheng Fu
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Wyoming, Agricultural University of Athens and Northwest Agricultural and Forestry University
Downloads 48 (1,121,190)

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Instance segmentation, Grid-distributed wires, Geometric feature analysis, Feature identification and extraction, Wire reconstruction

5.

Εarly Detection of Broccoli Drought Acclimation/Stress in Agricultural Environments Utilising Proximal Hyperspectral Imaging and Automl

Number of pages: 13 Posted: 01 Mar 2024
Ioannis Malounas, Georgios Paliouras, Dimosthenis Nikolopoulos, Georgios Liakopoulos, Panagiota Bresta, Paraskevi Londra, Anastasios Katsileros and Spyros Fountas
Agricultural University of Athens, Agricultural University of Athens, Agricultural University of Athens, affiliation not provided to SSRN, Agricultural University of Athens, Agricultural University of Athens, Agricultural University of Athens and Agricultural University of Athens
Downloads 48 (1,086,013)

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Hyperspectral Imaging, AutoML, Broccoli, Water Stress, Drought stress, Drought acclimation, Artificial intelligence

6.

Effect of Spraying Drone Flight Parameters on Vineyard Canopy Coverage and Droplet Deposition

Number of pages: 23 Posted: 19 Nov 2025
Vasilis Psiroukis, Aikaterini Kasimati, Spyros Fountas, Evangelos Anastasiou, George Papadopoulos, Konstantinos Dagres and Konstantinos Nychas
Agricultural University of Athens, Agricultural University of Athens, Agricultural University of Athens, Aristotle University of Thessaloniki, Agricultural University of Athens, Agricultural University of Athens and Agricultural University of Athens
Downloads 42 (1,196,171)
Citation 1

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drone spraying, UAV spraying, spraying drone, spraying UAV

7.

Homography transformation-based node re-recognition for winter pruning position identification of horizontal trellis cultivated grapevine

Number of pages: 20 Posted: 24 Oct 2025
Shuolin Kong, Xiaojuan Liu, Qichen Huang, Bo Jia, Juncai Huang, Yun Chen, Yaqoob Majeed, Spyros Fountas and Longsheng Fu
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Wyoming, Agricultural University of Athens and Northwest Agricultural and Forestry University
Downloads 40 (1,196,171)

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Grapevine winter pruning, Horizontal trellis, Instance Segmentation, Homography transformation, Node re-recognition

8.

Data Value Creation In Agriculture: A Review

Computers and Electronics in Agriculture, volume 227, 2024[10.1016/j.compag.2024.109602]
Number of pages: 12 Posted: 08 Jan 2025
Havva Uyar, Ioannis Karvelas, Stamatia Rizou and Spyros Fountas
Independent, University College Dublin, SingularLogic and Agricultural University of Athens
Downloads 36 (1,263,436)

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Agricultural data, Data analytics, Data value creation, Data valuation, Data-driven agribusiness

9.

Testing the Suitability of Automated Machine Learning, Hyperspectral Imaging and Cielab Color Space for Proximal in Situ Fertilization Level Classification

Number of pages: 9 Posted: 01 Mar 2024
Ioannis Malounas, Diamanto Lentzou, Georgios Xanthopoulos and Spyros Fountas
Agricultural University of Athens, Agricultural University of Athens, Agricultural University of Athens and Agricultural University of Athens
Downloads 32 (1,304,549)

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Hyperspectral Imaging, AutoML, Broccoli, Fertilization, Artificial intelligence, CIELAB color space

10.

Stakeholder perspectives on the compatibility of digital technologies and agroecology in Europe

Number of pages: 42 Posted: 11 Jun 2026
Karl Reimand, Andreas Niedermayr, Alma Moroder, Sonoko Bellingrath-Kimura, Andreas Meyer-Aurich, Friederike Schwierz, Evangelos Anastasiou, Karl Behrendt, Spyros Fountas, Andrea Landi, James Lowenberg‑DeBoer, Elias Maritan, Anne Mumbi, Maria-Zoi Papantonatou, Soren Marcus Pedersen, Liisa Pesonen, António Reis Pereira, Olivia Spykman, Stephanie Timm, Cidália Vila Verde and Jochen Kantelhardt
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Leibniz-Centre for Agricultural Landscape Research (ZALF), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Harper Adams University, Agricultural University of Athens, affiliation not provided to SSRN, Harper Adams University, Harper Adams University, affiliation not provided to SSRN, Agricultural University of Athens, University of Copenhagen, Natural Resources Institute Finland, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 10

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Agroecology, Agriculture, digitalisation, living-labs, fao, stakeholders