DIONE proposes a close-to-market (TRL7) area-based direct payments monitoring toolbox that will address the forthcoming Modernised CAP regulation of using automated technologies to ensure more frequent, accurate and inexpensive compliance checks. In particular, DIONE will: (i) Capitalise on recent results of ESA’s SEN4CAP project that showcased the capability of Sentinel data to monitor the crop diversification rules. DIONE shall further integrate generated crop-type maps in a way directly exploitable by the paying agencies; (ii) Include in the analysis the so far neglected EFA types (fallow land of all sizes, buffer strips, hedges, trees), by making use of super-resolution technology that improves the 10-20m Sentinel resolution to an improved resolution range (5-10m). This is enabled through Machine-Learning (ML) based post-processing and data fusion of Copernicus DIAS-sourced data with targeted drone-obtained data. This aims to motivate the use of such EFAs over the –of ambiguous environmental impact- use of productive areas (nitrogen-fixing crops and catch crops). (iii) Complement the use of EO data with a system of reliable, ground-based geo-tagged photos, captured by the farmers that exploits (a) advances that allow for improved positional accuracy, (ii) low-footprint encryption techniques for improved data security and reliability and (iii) image detecting manipulation techniques (image forensics). The system will allow for an improved LC/LU annotation and ensure the process is untampered. (iv) Implement a Green Compliance toolbox, integrated with the paying agencies’ aforementioned tools. This will benefit from (a) low-cost spectral sensors measuring soil quality and assessing the status of land-degradation in the land parcels and (b) an ML-based inferencing system deployed on a larger scale (regional, national) to quantify the levels of some of the monitored parameters and consequently extract tangible environmental performance metrics for an entire region

The continuous increase of the scope and the scale of the anthropogenic activities in which agriculture plays a significant role contributes to a rapid negative impact on the carbon cycle. The impact of agriculture on CO2 emissions will be further increased, considering that the world population will reach 9.7 billion by 2050 . EU has committed to mitigate the carbon footprint from agriculture as described in the CAP (Objective 4), the European Green Deal and its flagship strategies, the Farm to Fork and the Biodiversity strategies. The efficiency of these carbon footprint from agriculture strategies will be mainly determined by the synergy amongst all stakeholders (policy, industry, academia, civil society) in the quadruple helix within the place-based innovation ecosystems. The widening countries involved in this project, Cyprus, Greece and North Macedonia, as part of the Balkan-Mediterranean region, are heavily impacted by climate change. To achieve these targets an inter- and transdisciplinary approach is required to integrate the expertise and knowledge of all relevant stakeholders and a place-based perspective and design needs-based carbon farming solutions (practices and technologies) as well as strict policies to foster shifts towards a Climate-resilient Agriculture. The main objective of this project is to establish CARBONICA Excellence Hub by connecting the innovation ecosystems of Cyprus, Greece and North Macedonia, while enhancing their TRL as service providers, based on cutting-edge technologies (Earth Observation – EO; in situ data; digital agriculture etc.) in carbon farming. The main scope is to establish access to excellence to all relevant stakeholders in the QH of the WC, as well as strengthen regional innovation capacity guided by long-term joint R&I strategy in the carbon farming field.

The aim of Soils4Africa is to provide an open-access soil information system with a set of key indicators and underpinning data, accompanied with a methodology for repeated soil monitoring across the African continent. The soil information system will become part of the knowledge and information system of FNSSA and will be hosted by an African institute. Activities are: (i) define use cases and indicators in consultation with stakeholders; (ii) make a functional design of the soil information system; (iii) develop detailed procedures and tools for the field activities based on the LUCAS methodology and collect 20000 soil samples; (iv) develop detailed procedures for laboratory work and analyse the collected soil samples at one reference laboratory located in Africa; and (v) develop the technical infrastructure for the soil information system and serve the results as open data linked with open EO data. The project addresses the work programme of SC 2 in the following ways. First, it contributes to priority 2 (Fostering functional ecosystems) because the soil information system is a tool to target interventions that improve soil quality and provides insight in the impact of these interventions. Secondly, it contributes to priority 1 (Addressing climate change and resilience on land and sea), as the soil information system will contribute to the assessment of carbon losses from soil and the identification of areas with high potential for soil carbon sequestration. Finally, the soil information system provides a platform for the development of sustainable business models by service companies aiming at the development of sustainable food systems, contributing to priority 3 (Boosting major innovations on land and sea). Soils4Africa is linking with relevant H2020 projects and Copernicus on EO data use. It actively connects organizations across Africa and Europe for synergies and promotes an open science approach.

EIFFEL will offer the EO-based community the ground-breaking capacity of exploiting existing GEOSS and external datasets, with minimal new data collection activities. Added-value services interoperable with GEOSS will be designed, using cognitive search and metadata augmentation tools based on Artificial Intelligence (AI), including Natural Language Processing. These tools will leverage advanced cognitive features to extract meaningful information from and enrich GEOSS metadata. Moreover, novel methods (super resolution, data fusion) for augmenting the spatiotemporal resolution of explored EO data will be proposed, in order to address the needs of the diverse EIFFEL CC adaptation and mitigation applications. The latter will cover: (i) a set of five different GEO Societal Benefit Areas (SBAs), namely in Water and Land Use Management, Sustainable Agriculture, Transport Management, Sustainable Urban Development and Disaster Resilience domains; (ii) various EU geographical and climatic regions, at local, regional, national, cross-border and pan-European scales. Further, the value of using explainable AI techniques for improving the credibility and comprehensiveness of such CC applications, so that they can offer actionable insights to the decision makers, will be showcased. EIFFEL will foster the co-design of CC adaptation policies and mitigation strategies and monitor CC effects in the respective regions. The project, in line with EuroGEO’s emphasis on early engagement with stakeholders and their participation in the application design, has ensured that they are active consortium members. EIFFEL complies with the framework of results-Oriented GEOSS, to improve the delivery of applications tailored to decision making centres and will actively participate in the GEO Work Programme post-2019. Last, it provides tangible proof of the value of GEOSS data for creating CC applications and encourages projects and initiatives to offer their data through the portal.

GEO-CRADLE brings together key players representing the whole (Balkans, N. Africa and M. East) region and the complete EO value chain with the overarching objective of establishing a multi-regional coordination network that will (i) support the effective integration of existing EO capacities (space/air-borne/in-situ monitoring networks, modelling and data exploitation skills, and past project experience), (ii) provide the interface for the engagement of the complete ecosystem of EO stakeholders (scientists, service/data providers, end-users, governmental orgs, and decision makers), (iii) promote the concrete uptake of EO services and data in response to regional needs, relevant to the thematic priorities of the Call (adaptation to climate change, improved food security, access to raw materials and energy), and (iv) contribute to the improved implementation of and participation in GEO, GEOSS, and Copernicus in the region. In this context, GEO-CRADLE lays out an action plan that starts by inventorying the regional EO capacities and user needs, which in turn leads to a gap analysis, the definition of region specific (G)EO Maturity Indicators and common priority needs. Through showcasing pilots, it demonstrates how the priorities can be tackled by the GEO-CRADLE Network, and provides the roadmap for the future implementation of GEOSS and Copernicus in the region, building on the GEO-CRADLE Regional Data Hub, which abides by the GEOSS Data Sharing Principles. To maximise the impact of GEO-CRADLE activities, well-defined Communication, Dissemination and Stakeholder Engagement strategies are proposed. Key Performance Indicators (KPIs) will be used for the quantified assessment of the impact, identifying potential enabling or constraining factors, while pursuing realistic but also ambitious exploitation scenarios. For efficient project coordination, the project management is assisted by a regional coordination structure, and active liaison with EC, GEO and UN initiatives.