Data Infrastructure & Analysis

This section documents the digital ecosystem and technical tools that underpin the GREENGAGE Academy and support the establishment of Citizen Observatories.

This section describes data infrastructure and analytical components of the GREEN Engine in detail, including the pipelines, storage, quality control and visualisation services that process, validat and make citizen-generated data usable for decision-making in line with FAIR principles.

Apache NiFi

Apache NiFi Documentation

Digital Tool & Technical Documentation

GREENGAGE Consortium – DEUSTO

English

Data Engineers, System Integrators & Technical Leads

https://greengage-project.github.io/Documentation/tools/nifi/

The Apache NiFi documentation provides details on deploying this powerful data integration tool as the "pipeline manager" within the GREENGAGE ecosystem. Described as a robust, open-source solution, NiFi is specifically designed to automate the flow of data between disparate systems.
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Apache Druid

Apache Druid Documentation

Digital Tool & Technical Documentation

GREENGAGE Consortium – DEUSTO

English

Data Engineers, Data Scientists & System Administrators

https://greengage-project.github.io/Documentation/tools/druid/

The Apache Druid documentation describes the deployment of this high-performance, distributed data store as the "analytical engine" for real-time data within the GREENGAGE ecosystem.
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Apache Superset

Apache Superset Documentation

Digital Tool & Technical Documentation

GREENGAGE Consortium – DEUSTO

English

Data Analysts, Business Intelligence Teams & Non-Technical Users

https://greengage-project.github.io/Documentation/tools/superset/

The Apache Superset documentation details the deployment of this sophisticated, open-source platform as the primary "data visualisation" layer within the GREENGAGE ecosystem.
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UrbanTEP/VISAT

UrbanTEP / VISAT Documentation

Digital Tool & Technical Documentation

GREENGAGE Consortium – GISAT

English

Urban Planners, Geospatial Analysts & Citizen Observers

https://greengage-project.github.io/Documentation/tools/urbantep-visat/

The UrbanTEP / VISAT documentation introduces the Visualisation and Analytical Toolbox, a specialised technology designed to facilitate the seamless integration, exploration, and visualisation of diverse, large-scale geospatial datasets.
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Data Quality Dashboard

Data Quality Dashboard Documentation

Digital Tool & Technical Documentation

GREENGAGE Consortium

English

Data Managers, Technical Leads & Observatory Coordinators

https://greengage-project.github.io/Documentation/tools/DataQualityDashboard/

The Data Quality Dashboard documentation is a specialised web-based tool designed to monitor the reliability and integrity of time-series data collected by citizen observatories.
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DataHub

DataHub Documentation

Digital Tool & Technical Documentation

GREENGAGE Consortium

English

Data Stewards, Data Analysts & Developers

https://greengage-project.github.io/Documentation/tools/datahub/

The DataHub documentation outlines the deployment of this open-source metadata platform as the central "catalog" for the GREENGAGE ecosystem.
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