Emergent soil, plant and food onsite digital services on chemical and biological contaminants

Project Information

E-SPFdigit

Grant agreement ID: 101157922

DOI

10.3030/101157922

EC signature date 21 May 2024

Start date 1 October 2024

End date 30 September 2027

Funded under

• Food, Bioeconomy Natural Resources, Agriculture and Environment

Total cost

€ 5 652 477,50

EU contribution

€ 5 033 127,50

Coordinated by

ETHNIKO KENTRO EREVNAS KAI TECHNOLOGIKIS ANAPTYXIS
Greece

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (10)

Practice Abstracts – batch 1

D6.4 Practice Abstracts – batch 1 (R, PU, M18): This deliverable contains a number of 5 practice abstracts, which describes the main information/recommendation/practice that can serve the end-users in their daily practice based on the systemic innovations on onsite digital tools by M18. Associated Task: T6.1

Coordination with policy makers and standardization bodies [1]

D6.7 Coordination with policy makers and standardization bodies [1] (R, PU, M18): This report presents the synergies of ESPF-digit with policy makers and operational groups and standards (principles, practices, guidelines) that ESPF-digit should be align and propose new contributions based on innovations in collaboration with standardization bodies national, regional and worldwide by M18. One policy brief will be submitted by M18. Associated Task: T6.4; Living updated document -to be updated in M34.

Feasibility study and benchmarking report unders social aspects

D1.3 Feasibility study and benchmarking report under social aspects (R, PU, M12): The deliverable will report the pilot surveys’ findings combined with proposed system thinking approaches based on E-SPFdigit solutions. Associated Task: T1.2;

Plan for dissemination and exploitation including communication activities [1]

D6.2 Communication, Dissemination & Exploitation plan (R, PU, M6): Report on dissemination, communication and exploitation strategy that will be followed along with performed activities. Living updated document to RV1. Associated Task: T6.1 and T6.2.

Clustering activities & joint activities with networks [1]

D6.6 Clustering activities & joint activities with networks [1] (R, PU, M18): A report presenting the collaboration with Regional, National and EU agencies, platforms and sister projects for joint actions by M18. Associated Task: T6.3; Living updated document -to be updated in M35.

Training activities [1]

D6.3 Training activities [1] (R, PU, M18): Report on training activities for the period M1-M18. Associated Task: T6.5; Living updated document -to be updated in M36.

Stakeholders on digital tools needs and requirements

D1.1 Stakeholders on digital tools needs and requirements (R, PU, M6): A public report presenting the main user requirements and needs along the stakeholders opinion on the onsite digital technologies adoption to monitor nutrients, chemical and biological stressors in both soil and plants related to food safety and nutrition. Associated Task: T1.1;

Plan for dissemination and exploitation including communication activities [2]

D6.11 Communication, Dissemination & Exploitation plan (R, PU, M18): Report on dissemination, communication and exploitation strategy that will be followed along with performed activities. The report presenting the Plan for dissemination and exploitation including communication activities by M18. Associated Task: T6.1 and T6.2.

F2F stakeholders on soil management practices needs & requirements

D1.2 F2F stakeholders on soil management practices needs & requirements (R, PU, M12): A public report aims to address the needs and recommendations on how to reduce the soil contamination at state, industrial, and consumer level and on soil mana-gement practices. Associated Task: T1.1;

Ethics & GEP

D7.5 Ethics & GEP (R, CO, M6): This report includes all the ethics requirements that the project must comply as well as the gender equality plan. Associated Task: T7.1 and T7.2. This living document will be updated in RV1 and will be re-opened for update on M30.

Data Management Plan (2)

Data management plan [1]

D7.3 : Data management plan [1] (DMP, PU, M6): The report presenting the data management plan of the project by M6. Living updated document in RV1. Associated Task: T7.3

Data management plan [2]

D7.6 : Data management plan [2] (DMP, PU, M18): The report presenting the updated data management plan of the project by M18. Associated Task: T7.3

Publications

Peer reviewed articles (6)

Unmanned Aerial Vehicle-Based Hyperspectral Imaging and Soil Texture Mapping with Robust AI Algorithms

Author(s): Pablo Flores Peña, Mohammad Sadeq Ale Isaac, Daniela Gîfu, Eleftheria Maria Pechlivani, Ahmed Refaat Ragab
Published in: Drones, Issue 9, 2025, ISSN 2504-446X
Publisher: MDPI AG
DOI: 10.3390/DRONES9020129

AI-Driven Insect Detection, Real-Time Monitoring, and Population Forecasting in Greenhouses

Author(s): Dimitrios Kapetas, Panagiotis Christakakis, Sofia Faliagka, Nikolaos Katsoulas, Eleftheria Maria Pechlivani
Published in: AgriEngineering, Issue 7, 2025, ISSN 2624-7402
Publisher: MDPI AG
DOI: 10.3390/AGRIENGINEERING7020029

Predicting Bacterial Diversity in European Croplands Using Earth Observation and Meteorological Data

Author(s): Dimitrios Bormpoudakis, Pablo Sánchez-Cueto, Soraya González Sánchez, Spyros Theodoridis, Maëva Labouyrie, Alberto Orgiazzi, Panos Panagos, Arwyn Jones, Salvador Lladó, Martin Hartmann, Charalampos Kontoes
Published in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Issue 19, 2026, ISSN 1939-1404
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/JSTARS.2026.3662435

AI-Based Potato Crop Abiotic Stress Detection via Instance Segmentation

Author(s): Emmanouil Savvakis, Dimitrios Kapetas, María del Carmen Martínez-Ballesta, Nikolaos Katsoulas, Eleftheria Maria Pechlivani
Published in: AI, Issue 7, 2026, ISSN 2673-2688
Publisher: MDPI AG
DOI: 10.3390/AI7030111

Comparative Evaluation of AI-Based Multi-Spectral Imaging and PCR-Based Assays for Early Detection of Botrytis cinerea Infection on Pepper Plants

Author(s): Dimitrios Kapetas, Eleni Kalogeropoulou, Panagiotis Christakakis, Christos Klaridopoulos, Eleftheria Maria Pechlivani
Published in: Agriculture, Issue 15, 2025, ISSN 2077-0472
Publisher: MDPI AG
DOI: 10.3390/AGRICULTURE15020164

Multispectral AI-driven imaging for detection of downy mildew and gray mold in grapevines

Author(s): Dimitrios Kapetas, Panagiotis Christakakis, Ioannis Naounoulis, Ioannis Vagelas, Sofia Faliagka, Eleftheria Maria Pechlivani, Nikolaos Katsoulas,
Published in: Smart Agricultural Technology, Issue 14, 2026, ISSN 2772-3755
Publisher: ELSEVIER
DOI: 10.1016/J.ATECH.2026.101990

Conference proceedings (2)

AI-based robotic trap for real-time insect detection, monitoring and population prediction

Author(s): Dimitrios Kapetas, Panagiotis Christakakis, Valerio Goglia, Eleftheria Maria Pechlivani
Published in: 2025 IEEE 6th International Conference on Image Processing, Applications and Systems (IPAS), 2025
Publisher: IEEE
DOI: 10.1109/IPAS63548.2025.10924486

Aquaponic Farming with Advanced Decision Support System: Practical Implementation and Evaluation

Author(s): Eleftheria Maria Pechlivani, Georgios Gkogkos, Panagiotis Christakakis, Dimitrios Kapetas, Ioannis Hadjigeorgiou, Dimosthenis Ioannidis, Dimitrios Tzovaras
Published in: 2025 IEEE 6th International Conference on Image Processing, Applications and Systems (IPAS), 2025
Publisher: IEEE
DOI: 10.1109/IPAS63548.2025.10924523