CHAMELEON's vision is to introduce, develop, test and evaluate an integrated network of collaborating agents, equipped with advanced sensing and cognitive capabilities that can support multiple - missions at tactical level. While UVs are highly specialized systems manufactured by different providers, they all implement the CHAMELEON specifications, enabling all common features necessary to take part in the surveillance tasks foreseen by the use cases. As such, CHAMELEON aspires to exploit already well-established technologies and tools that have reach adequate maturity, towards offering a complex interoperable and reconfigurable system capable of supporting a wide set of heterogeneous missions in diverse environmental conditions. CHAMELEON innovation lies on a novel reconfigurable drone, the CHAMELEON drone, able to modify its configuration and sizing upon demand, which can be deployed in homogenous or heterogeneous groups to support complex scenarios, as well as a set of existing heterogeneous, modular, interoperable, networked UVs systems. CHAMELEON Drones will be able to adapt its operation from a number of available services or application through CHAMELEON App-store. CHAMELEON will organize two open calls to attract and select the best SMEs from across the continent. SMEs will be funded to generate AI supported products, processes, and business models with strong market potential across the proposed clusters. Besides a total financial support of ~€600.000, CHAMELEON will provide technical and business mentorship to the selected SMEs. Open Calls will also lead towards the industrial applicability of the proposed tools and services without EC funding: it is envisioned that an estimated of 10 applications will be submitted through CHAMELEON and will be enriched with AI components. The CHAMELEON solution will be demonstrated and validated under relevant operating conditions in 3 pilot sites in 3 European countries.

The goal of LEGVALUE is to pave the road to develop sustainable and competitive legume-based farming systems and agri-feed and food chains in the EU. To this end, the project will assess both the economic and environmental benefits for the EU agro industry to widely produce and use legumes in a sustainable manner. Using a list of 20 value chains reflecting the market diversity, and a list of 20 farm networks covering the diversity of grain legumes and fodder legumes species, LEGVALUE will demonstrate the added value of various legumes value chains and will provide a range of solutions to improve the economic interest of each actor involved in the value chains to use legumes. The feature of LEGVALUE is an approach to research that takes stakeholder-driven objectives. The gap between research and practice will be overcome with close collaboration between non-academic actors and scientists. LEGVALUE will result in the first decision tool for farmers to choose the optimal legume species with their adapted crop management and to assess the economic and environmental benefits of legumes in the cropping and grassland systems. LEGVALUE will contribute to identifying the supply chains that are the most competitive to foster legumes crops so helping the EU to identify: i) the technological topics that must be supported in priority to enhance legumes development; ii) insights into how to support actors coordination for better added value sharing iii) the new standards that will help trade and process of legumes. LEGVALUE will provide accurate recommendations for the development of legumes in the EU. By removing current market opacity and the design of transition pathways, LEGVALUE will provide scientific support for EU and national policy-makers directed at increasing legume production, support technological innovation and organisational innovation in supply chains, meeting the EU Parliament 2011 motion on increasing self-sufficiency on protein rich plant materials.

The European Fruit Network (EUFRUIT) includes 12 countries focussed on 4 thematic areas of critical for the competiveness and innovation potential of the European Fruit sector: i) new cultivar development and evaluation; ii) minimise residues on fruit and the environment; iii) optimising storage and fruit quality; iv) sustainable production systems. EUFRUIT will coordinate and support innovation through developing a framework for relevant stakeholders and it will establish a systematic approach for knowledge gathering and dissemination. The systematic approach includes: i) scanning & synthesis via 4 expert groups who scan state-of-art knowledge, practises and technologies and synthesise the material to identify key areas of learning and best practise approaches at a European level. ii) showing & sharing will deliver outreach/dialogue at a national level through establishment of local ‘operational groups’. An online Knowledge Platform will hold all outreach material, outreach activities include; 100 industry publications, 90 technical bulletins, 25 flyers/newsletters, 60 seminars, 160 field based meetings, 25 conference plus 12 events aimed at the general public. iii) sustaining the network will occur through long-term integration of the assembled EUFRUIT network in future actions. The overall outcome of EUFRUIT will be establishment of a framework and a systematic approach that together builds a bridge across the ‘valley of death’. This bridge will secure a direct path for new knowledge in the future and reduce the likelihood of repetition of research at a national level. The European fruit sector will have ready access to up-to-date information to implement and value will be created both for the industry with respect to competitiveness, sustainability and efficiency and society through ensuring the security and safety of fruit; underpinning human health and wellbeing.

XTRACT seeks to introduce the novel concept of the Zero Emission Mine of the Future, introducing innovative technologies for sustainable and decarbonised extraction. The XTRACT technological pathways to a lower mining emission future are addressing well-identified emission intensive points of the current mining value chain. XTRACT will add a highly innovative new alternative to the toolbox of how stockpiles and tailings are assessed, relieving the pressure on resources and contributing to the realization of EU Climate Neutrality Goals, with a significant benefit of emission reduction. XTRACT will scale remote sensing systems and analytical resources to allow the systematic and remote monitoring of “hard-to-access” mining sites and waste deposits. XTRACT targets the reduction of ore losses and mining waste, through a novel system for the control of the ore loss and dilution, reducing overall mine emissions and economic loss. The trend towards declining orebody grades and continued development of the pursuit of existing operation to exploit lower grade deposits is likely to continue, in the absence of high-grade project discovery. XTRACT will develop and validate innovative microinvasive technologies and solutions to extract high-tech elements from minerals and wastes, specifically tailored to remote, “hard-to-reach” locations and small quantities, where extraction is unprofitable. The in-situ bioleaching process and membrane treatment will be applied and optimized with the aim to achieve enhanced microbial activity, catalyst production, and therefore, maximum metal recovery from the source. XTRACT will introduce low-TRL green technologies of phytoextraction and phytoremediation, particularly appropriate for mining waste piles and abandoned sites, that represent a solution for mine waste remediation but also for the extraction and recovery of various precious metals. XTRACT will be validated in 5 case studies in Germany, Sweden, Portugal and Greece.