Objective
E-SPFdigit will bring novel onsite digital tools already at TRL5 under systemic innovation, which will be further deployed, upscaled, field-tested and demonstrated to TRL7-8, in viticulture and horticulture applications in Greece and Spain in soil-contaminated areas (located near mines, offensive industries, highways, floodwaters). E-SPFdigit brings novel developed: i) MIP-based electrochemical sensors coupled with SPME for on-site monitoring and analysis of dedicated to PFAS targeted molecules, ii) Multiplex organic Surface Plasmon Resonance optical biosensors for onsite pesticides residues monitoring and analysis, iii) IDE-based electrochemical sensors for onsite detection and quantification of heavy metals & micronutrients, and iv) UVC LED -based nutrient analysers for soil water content in-situ and real time monitoring. The AI-driven onsite digital tools will be model calibrated using machine learning algorithms to improve error distribution of a predictive model, ensuring reliability. Also, E-SPFdigit brings an edge-based remote sensing framework via a robust autonomous mobile robot self-navigating and a heavy-duty unmanned aerial vehicle for in-field detection of soil parameters regarding the aforementioned chemical and biological stressors. Finally, to predict pesticide and fertiliser and other chemical contaminants impacts on crop-soil-microbiome nexus, the project will use on-field real-time digital ground sensors combined with Earth Observation data and causal machine learning. All the onsite digital tools will be interconnected with a Decision Support Systems with blockchain and cybersecurity mechanisms enabling informed decisions and automated decision making for IPM and INM, enhanced with automated decision making for immediate soil management practices.
Fields of science
- agricultural sciencesagriculture, forestry, and fisheriesagriculturehorticultureviticulture
- engineering and technologyenvironmental engineeringremote sensing
- engineering and technologyelectrical engineering, electronic engineering, information engineeringelectronic engineeringroboticsautonomous robotsdrones
- social scienceseconomics and businessbusiness and management
- natural sciencescomputer and information sciencesartificial intelligencemachine learning
Keywords
Programme(s)
Funding Scheme
HORIZON-IA - HORIZON Innovation ActionsCoordinator
57001 Thermi Thessaloniki
Greece
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Participants (17)
15342 Ag Paraskeyi
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The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.
154 51 ATHINA
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The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.
11810 Athina
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1101 NICOSIA
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The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.
28015 Madrid
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The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.
84140 Avignon
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1700 097 LISBOA
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The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.
R93 Tullow
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The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.
38221 Volos
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4150 356 Porto
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The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.
6708 PB Wageningen
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Dundalk Louth
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The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.
26101 PANCEVO
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The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.
T12 YN60 Cork
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00185 Roma
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49035 Angers Cedex 01
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30202 Cartagena
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