A novel electrostatic-assisted airflow pollination end-effector for kiwifruit flowers with optimized charging and spraying parameters.

Spyros Fountas

Yusong Ding Leilei He Juncai Huang Xin Wei Yufei Shi Hin Lim Spyros Fountas Shaojin Wang Rui Li 0069 Longsheng Fu A novel electrostatic-assisted airflow pollination end-effector for kiwifruit flowers with optimized charging and spraying parameters. 111303 2026 241 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2025.111303 db/journals/cea/cea241.html#DingHHWSLFWLF26 streams/journals/cea

Leilei He Xiaojuan Liu Yusong Ding Xudong Jing Haojie Dang Bryan Gilbert Murengami Lamin L. Janneh Rui Li 0069 Spyros Fountas Jayme Garcia Arnal Barbedo Longsheng Fu Advancements in artificial pollination of crops: from manual to autonomous. 110067 2025 231 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2025.110067 https://www.wikidata.org/entity/Q134296350 db/journals/cea/cea231.html#HeLDJDMJLFBF25 streams/journals/cea

Rahool Dembani Ioannis Karvelas Nur Arifin Akbar Stamatia Rizou Domenico Tegolo Spyros Fountas Agricultural data privacy and federated learning: A review of challenges and opportunities. 110048 2025 232 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2025.110048 db/journals/cea/cea232.html#DembaniKARTF25 streams/journals/cea

Jiwei Zhang 0022 Liguo Jiang Leilei He Zhenchao Wu Rui Li 0069 Jinyong Chen Xiaoxu Sun Yunfei Xue Anastasia Grecheneva Spyros Fountas Longsheng Fu Row-based kiwifruit counting pipeline for smartphone-captured videos using fruit tracking and detection region adaptation guided by support-post. 110476 2025 237 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2025.110476 db/journals/cea/cea237.html#ZhangJHWLCSXGFF25 streams/journals/cea

Borja Espejo-García Ronja Güldenring Lazaros Nalpantidis Spyros Fountas Foundation vision models in agriculture: DINOv2, LoRA and knowledge distillation for disease and weed identification. 110900 2025 239 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2025.110900 db/journals/cea/cea239.html#EspejoGarciaGNF25 streams/journals/cea

Hanhui Jiang Bryan Gilbert Murengami Liguo Jiang Chi Chen Ciaran Johnson Fernando Alfredo Auat Cheeín Spyros Fountas Rui Li 0069 Longsheng Fu Automated segmentation of individual leafy potato stems after canopy consolidation using YOLOv8x with spatial and spectral features for UAV-based dense crop identification. 108795 2024 219 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2024.108795 db/journals/cea/cea219.html#JiangMJCJCFLF24

Hercules Panoutsopoulos Borja Espejo-García Stephan Raaijmakers Xu Wang 0032 Spyros Fountas Christopher Brewster Investigating the effect of different fine-tuning configuration scenarios on agricultural term extraction using BERT. 109268 2024 225 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2024.109268 db/journals/cea/cea225.html#PanoutsopoulosERWFB24 streams/journals/cea

Havva Uyar Ioannis Karvelas Stamatia Rizou Spyros Fountas Data value creation in agriculture: A review. 109602 2024 227 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2024.109602 db/journals/cea/cea227.html#UyarKRF24 streams/journals/cea

Spyros Fountas Borja Espejo-García Aikaterini Kasimati Marilena Gemtou Hercules Panoutsopoulos Evangelos Anastasiou Agriculture 5.0: Cutting-Edge Technologies, Trends, and Challenges. 40-47 2024 January - February 26 IT Prof. 1 https://doi.org/10.1109/MITP.2024.3358972 db/journals/itpro/itpro26.html#FountasEKGPA24

Nicoleta Darra Borja Espejo-García Emmanouil Psomiadis Spyros Fountas Optimizing Crop Yield Prediction: Inter-Dated Vegetation Indices & Automl Ensembles in Processing Tomato Crop. 4320-4324 2024 IGARSS https://doi.org/10.1109/IGARSS53475.2024.10641757 conf/igarss/2024 db/conf/igarss/igarss2024.html#DarraEPF24 streams/conf/igarss

Guanao Zhao Ruizhe Yang Xudong Jing Haosen Zhang Zhenchao Wu Xiaoming Sun 0003 Hanhui Jiang Rui Li 0069 Xiaofeng Wei Spyros Fountas Huijun Zhang Longsheng Fu Phenotyping of individual apple tree in modern orchard with novel smartphone-based heterogeneous binocular vision and YOLOv5s. 107814 2023 June 209 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2023.107814 db/journals/cea/cea209.html#ZhaoYJZWSJLWFZF23

Borja Espejo-García Hercules Panoutsopoulos Evangelos Anastasiou Francisco Javier Rodríguez-Rigueiro Spyros Fountas Top-tuning on transformers and data augmentation transferring for boosting the performance of weed identification. 108055 2023 August 211 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2023.108055 https://www.wikidata.org/entity/Q124609979 db/journals/cea/cea211.html#EspejoGarciaPARF23

Vasilis Psiroukis George Papadopoulos Aikaterini Kasimati Nikos Tsoulias Spyros Fountas Cotton Growth Modelling Using UAS-Derived DSM and RGB Imagery. 1214 2023 March 15 Remote. Sens. 5 https://doi.org/10.3390/rs15051214 db/journals/remotesensing/remotesensing15.html#PsiroukisPKTF23

Nicoleta Darra Borja Espejo-García Aikaterini Kasimati Olga Kriezi Emmanouil Psomiadis Spyros Fountas Can Satellites Predict Yield? Ensemble Machine Learning and Statistical Analysis of Sentinel-2 Imagery for Processing Tomato Yield Prediction. 2586 2023 March 23 Sensors 5 https://doi.org/10.3390/s23052586 db/journals/sensors/sensors23.html#DarraEKKPF23

Juan Carlos Miranda Jaume Arnó Jordi Gené-Mola Spyros Fountas Eduard Gregorio AKFruitYield: Modular benchmarking and video analysis software for Azure Kinect cameras for fruit size and fruit yield estimation in apple orchards. 101548 2023 December 24 SoftwareX https://doi.org/10.1016/j.softx.2023.101548 db/journals/softx/softx24.html#MirandaAGFG23

Borja Espejo-García Ioannis Malounas Nikos Mylonas Aikaterini Kasimati Spyros Fountas Using EfficientNet and transfer learning for image-based diagnosis of nutrient deficiencies. 106868 2022 196 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2022.106868 https://www.wikidata.org/entity/Q111522261 db/journals/cea/cea196.html#Espejo-GarciaMM22

Ahmed Kayad Marco Sozzi Dimitrios S. Paraforos Francelino A. Rodrigues Yafit Cohen Spyros Fountas Medel-Jimenez Francisco Andrea Pezzuolo Stefano Grigolato Francesco Marinello How many gigabytes per hectare are available in the digital agriculture era? A digitization footprint estimation. 107080 2022 July 198 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2022.107080 https://www.wikidata.org/entity/Q114826836 db/journals/cea/cea198.html#KayadSPRCFFPGM22

Vasilis Psiroukis Borja Espejo-García Andreas Chitos Athanasios Dedousis Konstantinos Karantzalos Spyros Fountas Assessment of Different Object Detectors for the Maturity Level Classification of Broccoli Crops Using UAV Imagery. 731 2022 14 Remote. Sens. 3 https://doi.org/10.3390/rs14030731 db/journals/remotesensing/remotesensing14.html#PsiroukisECDKF22

Vasilis Psiroukis Nicoleta Darra Aikaterini Kasimati Pavel Trojacek Gunay Hasanli Spyros Fountas Development of a Multi-Scale Tomato Yield Prediction Model in Azerbaijan Using Spectral Indices from Sentinel-2 Imagery. 4202 2022 14 Remote. Sens. 17 https://doi.org/10.3390/rs14174202 db/journals/remotesensing/remotesensing14.html#PsiroukisDKTHF22

Aikaterini Kasimati Borja Espejo-García Nicoleta Darra Spyros Fountas Predicting Grape Sugar Content under Quality Attributes Using Normalized Difference Vegetation Index Data and Automated Machine Learning. 3249 2022 22 Sensors 9 https://doi.org/10.3390/s22093249 https://www.wikidata.org/entity/Q114578176 db/journals/sensors/sensors22.html#KasimatiEDF22

Congduc Pham Abdur Rahim Christian Hartmann 0007 Corentin Dupont Johann Forster Felix Markwordt Jean-François Printanier Kechar Bouabdellah Mohammed Benkhelifa Kamal Baraka Tarik Benabdelouahab Thomas Bartzanas Spyros Fountas Deploying Low-Cost and Full Edge-IoT/AI System for Optimizing Irrigation in Smallholder Farmers Communities. 126-135 2022 Intelligent Environments (Workshops) https://doi.org/10.3233/AISE220030 conf/intenv/2022w db/conf/intenv/intenv2022w.html#PhamRHDFMPKBBBB22 Hercules Panoutsopoulos Christopher Brewster Spyros Fountas A Semantic Data Model for a FAIR Digital Repository of Heterogeneous Agricultural Digital Objects. The Case of the EUREKA FarmBook. 2021 JOWO https://ceur-ws.org/Vol-2969/paper8-IFOW.pdf conf/jowo/2021 db/conf/jowo/jowo2021.html#PanoutsopoulosB21

Borja Espejo-García Nikos Mylonas Loukas Athanasakos Spyros Fountas Ioannis Vasilakoglou Towards weeds identification assistance through transfer learning. 105306 2020 171 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2020.105306 https://www.wikidata.org/entity/Q124609981 db/journals/cea/cea171.html#Espejo-GarciaMA20

Borja Espejo-García Nikolaos Mylonas Loukas Athanasakos Spyros Fountas Improving weeds identification with a repository of agricultural pre-trained deep neural networks. 105593 2020 175 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2020.105593 db/journals/cea/cea175.html#Espejo-GarciaMA20a

Spyros Fountas Borja Espejo-García Aikaterini Kasimati Nikolaos Mylonas Nicoleta Darra The Future of Digital Agriculture: Technologies and Opportunities. 24-28 2020 22 IT Prof. 1 https://doi.org/10.1109/MITP.2019.2963412 db/journals/itpro/itpro22.html#FountasEKMD20

Spyros Fountas Nikos Mylonas Ioannis Malounas Efthymios Rodias Christoph Hellmann Santos Erik Pekkeriet Agricultural Robotics for Field Operations. 2672 2020 20 Sensors 9 https://doi.org/10.3390/s20092672 https://www.wikidata.org/entity/Q94557107 db/journals/sensors/sensors20.html#FountasMMRSP20

Anna Vatsanidou George Nanos Spyros Fountas Theofanis A. Gemtos Environmental Assessment of Precision Farming Techniques in a Pear Orchard. 279-283 2017 HAICTA https://ceur-ws.org/Vol-2030/HAICTA_2017_paper34.pdf conf/haicta/2017 db/conf/haicta/haicta2017.html#VatsanidouNFG17

Spyros Fountas Claus Grøn Sørensen Zisis Tsiropoulos Christos Cavalaris Vasileios Liakos Theofanis A. Gemtos Farm machinery management information system. 131-138 2015 110 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2014.11.011 db/journals/cea/cea110.html#FountasSTCLG15

Spyros Fountas Giacomo Carli Claus Grøn Sørensen Zisis Tsiropoulos Christos Cavalaris Anna Vatsanidou B. Liakos Maurizio Canavari Jens Wiebensohn B. Tisserye Farm management information systems: Current situation and future perspectives. 40-50 2015 115 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2015.05.011 db/journals/cea/cea115.html#FountasCSTCVLCW15

Theofanis A. Gemtos Christos Cavalaris Christos Caramoutis Dimitris Anagnostopoulos Stavros G. Giouvanidis Spyros Fountas Soil Parameters Assessment by Remote Sensing. 814-820 2015 HAICTA https://ceur-ws.org/Vol-1498/HAICTA_2015_paper90.pdf conf/haicta/2015 db/conf/haicta/haicta2015.html#GemtosCCAGF15 Theofanis A. Gemtos Spyros Fountas Katerina Aggelopoulou Precision Agriculture Applications In Horticultural Crops In Greece and Worldwide. 451-462 2011 HAICTA https://ceur-ws.org/Vol-1152/paper40.pdf conf/haicta/2011 db/conf/haicta/haicta2011.html#GemtosFA11 Aristotelis C. Tagarakis Vasilis Liakos Leonidas Perlepes Spyros Fountas Theofanis A. Gemtos Wireless Sensor Network for Precision Agriculture. 397-402 2011 Panhellenic Conference on Informatics https://doi.org/10.1109/PCI.2011.60 https://doi.ieeecomputersociety.org/10.1109/PCI.2011.60 conf/pci/2011 db/conf/pci/pci2011.html#TagarakisLPFG11

Stavros G. Vougioukas Spyros Fountas Simon Blackmore Lie Tang Combining reactive and deterministic behaviours for mobile agricultural robots. 153-163 2005 5 Oper. Res. 1 https://doi.org/10.1007/BF02944168 db/journals/or/or5.html#VougioukasFBT05

Katerina Aggelopoulou Nur Arifin Akbar Dimitris Anagnostopoulos Evangelos Anastasiou Jaume Arnó Loukas Athanasakos Kamal Baraka Jayme G. A. BarbedoJayme Garcia Arnal Barbedo Thomas Bartzanas Tarik Benabdelouahab Mohammed Benkhelifa Simon Blackmore Kechar Bouabdellah Christopher Brewster Maurizio Canavari Christos Caramoutis Giacomo Carli Christos Cavalaris Fernando Alfredo Auat Cheeín Chi Chen Jinyong Chen Andreas Chitos Yafit Cohen Haojie Dang Nicoleta Darra Athanasios Dedousis Rahool Dembani Yusong Ding Corentin Dupont Borja Espejo-García Johann Forster Medel-Jimenez Francisco Longsheng Fu Theofanis A. Gemtos Marilena Gemtou Jordi Gené-Mola Stavros G. Giouvanidis Anastasia Grecheneva Eduard Gregorio Stefano Grigolato Ronja Güldenring Christian Hartmann 0007 Gunay Hasanli Leilei He Juncai Huang Lamin L. Janneh Hanhui Jiang Liguo Jiang Xudong Jing Ciaran Johnson Konstantinos Karantzalos Ioannis Karvelas Aikaterini Kasimati Ahmed Kayad Olga Kriezi Rui Li 0069 B. Liakos Vasileios Liakos Vasilis Liakos Shen Hin LimHin Lim Xiaojuan Liu Ioannis Malounas Francesco Marinello Felix Markwordt Juan Carlos Miranda Bryan Gilbert Murengami Nikolaos Mylonas Nikos Mylonas Lazaros Nalpantidis George D. NanosGeorge Nanos Hercules Panoutsopoulos George Papadopoulos Dimitris ParaforosDimitrios S. Paraforos Erik Pekkeriet Leonidas Perlepes Andrea Pezzuolo CongDuc PhamCongduc Pham Jean-François Printanier Vasilis Psiroukis Emmanouil Psomiadis Stephan Raaijmakers Abdur Rahim Stamatia Rizou Efthymios Rodias Francelino A. Rodrigues Francisco Javier Rodríguez-Rigueiro Christoph Hellmann Santos Yufei Shi Claus Grøn Sørensen Marco Sozzi Xiaoming Sun 0003 Xiaoxu Sun Aristotelis C. Tagarakis Lie Tang Domenico Tegolo B. Tisserye Pavel Trojacek Zisis Tsiropoulos Nikos Tsoulias Havva Uyar Ioannis Vasilakoglou Anna Vatsanidou Stavros G. Vougioukas Shaojin Wang Xu Wang 0032 Xiaofeng Wei Xin Wei Jens Wiebensohn Zhenchao Wu Yunfei Xue Ruizhe Yang Haosen Zhang Huijun Zhang Jiwei Zhang 0022 Guanao Zhao