External resources for the Official Statistics theme External Resources The following resources cover ESA-funded projects and open frameworks relevant to national statistical offices, environmental agencies and international organisations integrating Earth Observation into official statistics spanning agricultural monitoring, ecosystem accounting, smart statistics, SDG reporting, and geospatial–statistical integration. ESA-Funded Projects & Tools Agricultural statistics Sen4Stat Sentinels for Agricultural Statistics Develops open-source EO products and validated workflows based on Sentinel-1, Sentinel-2 and Landsat to help National Statistical Offices (NSOs) integrate satellite data into agricultural statistics production. Outputs include wall-to-wall crop type maps, seasonal crop growth indicators and design-based area estimation methods that improve survey accuracy and enable spatial disaggregation below traditional administrative boundaries. Pilot countries include Spain, Ecuador, Senegal, Tanzania, Pakistan and Mali. Directly aligned with the 50x2030 Initiative (FAO / World Bank) and SDG reporting. Sen4Stat project website & open-source tools ESA EO4Society project page ESA SDG project page Ecosystem accounting PEOPLE-EA Pioneering EO for Ecosystem Accounting Studies the relevance of EO data for producing SEEA Ecosystem Accounting (SEEA-EA) compliant accounts and develops cloud-based tools for generating spatially explicit accounts of ecosystem extent, condition and services for terrestrial and freshwater ecosystems. Integrates three state-of-art technologies, the INCA accounting models, the ARIES semantic platform, and the openEO processing API, to produce Account Ready Data (AccoRD) stacks. Early Adopters are the national statistical offices and environmental agencies of Italy, the Netherlands, Norway, Slovakia and Greece. PEOPLE-EA project website ESA EO4Society project page ESA SDG project page Smart statistics GAUSS Generating Advanced Usage of EO for Smart Statistics Demonstrates how satellite EO fused with other data sources can deliver the next generation of operational statistical services, and establishes best practices for incorporating EO into Trusted Smart Statistics. Four use cases developed with national statistical agencies cover: urban green area extent and quality (Statistics Poland / IGIK); air quality statistics at local administrative unit level (ELSTAT Greece / NOA); hydrological drought index from Sentinel-3 altimetry (Statistics Finland / SYKE); and snow cover and condition statistics (Statistics Finland / FMI). GAUSS project website & use cases ESA EO4Society project page International Statistical Frameworks & Standards UN standard SEEA Ecosystem Accounting (SEEA-EA) The internationally agreed statistical standard adopted by the UN Statistical Commission in March 2021, providing a comprehensive framework for organising data on ecosystems, measuring ecosystem services and linking them to economic activity, consistent with the System of National Accounts (SNA). Now implemented by 34+ countries. EO data is explicitly recognised as a primary input for producing spatially explicit ecosystem extent and condition accounts. The ARIES for SEEA Explorer (AI-driven, cloud-based tool) enables rapid standardised ecosystem accounting globally. SEEA Ecosystem Accounting framework SEEA portal (all standards & data) ARIES for SEEA Explorer (online tool) Geospatial–statistical integration Eurostat GISCO & GEOSTAT Eurostat's GISCO unit coordinates the integration of geospatial information and official statistics across the European Statistical System. The GEOSTAT project series (1–4, since 2010) established methodologies for European population grids, geocoded census infrastructure and geospatial statistics frameworks aligned with the Global Statistical Geospatial Framework (GSGF). Products include European population grids (1 km²), the GSGF-Europe implementation guide, and methodological guidance on statistical-geospatial data integration for NSOs. Free data and documentation are openly available. Eurostat GISCO portal GEOSTAT initiatives overview GEOSTAT population grid data SDG Monitoring & Reference Resources SDG indicators & EO GEO EO4SDG Compendium of EO Contributions to the SDGs Produced by an ESA-funded project in cooperation with GEO EO4SDG and CEOS, this reference compendium reviews EO relevance across all 232 SDG indicators, identifying that up to 34 indicators can be directly or indirectly informed by satellite data across 29 targets and 11 goals. Uses a traffic-light system to flag EO readiness per indicator and provides methodological guidance on embedding satellite observations in national statistical systems. An essential reference for NSOs and custodian agencies planning to integrate EO in SDG monitoring and reporting. EO4SDG Compendium & technical documents GEO EO4SDG initiative ESA EO for SDGs project page
