From scattered signals to a shared reality: Recommendations for collaborative data delivery

In the chaotic aftermath of a disaster, information is the most valuable currency. Yet, too often, critical data remains trapped in silos. Meteorologists, first responders, NGOs, and utility companies often operate in isolation, using incompatible systems and formats. This fragmentation leads to a disjointed response when unity is most essential.
The PANTHEON project envisions a different reality: a “system of systems” where data flows seamlessly across borders and organizational boundaries. By leveraging cloud technologies, open standards, and community engagement, we are building a digital ecosystem that turns scattered data into a unified operational picture.
The architectural foundation for this ecosystem is detailed in our latest public report, Deliverable D6.3: “Recommendations for Collaborative Data Delivery.”
This document provides a comprehensive analysis of the technological frameworks required to support a Community-Based Disaster Risk Management system. It evaluates cloud-based architectures, defines essential interoperability standards, and explores how Artificial Intelligence (AI) and Geospatial Information Systems (GIS) can be exploited to deliver efficient, real-time information for robust decision-making.
To make these technical recommendations accessible to all stakeholders, we have distilled the report’s core concepts into a 5-part blog series.
Explore the series:
Blog Post 1: The Power of “We”: Why Collaborative Data Delivery is the Future of Disaster Management A strategic overview of why the future of resilience lies in breaking down data silos. This piece explores the shift from fragmented agencies to a unified, multi-stakeholder response that leverages community participation.
Blog Post 2: Cloud Control: Top Platforms Powering Modern Disaster Response An analysis of the infrastructure required to maintain a “Digital Twin” during a crisis. We review top cloud-based platforms—from Google Earth Engine to the Humanitarian Data Exchange—that provide the necessary scalability and accessibility.
Blog Post 3: The Critical Role of Data Standards and Interoperability in Disaster Risk Management A deep dive into the technical “connective tissue” of the system. This article details the essential international standards (such as CAP and OGC protocols) and API-first strategies required to ensure different systems can communicate effectively.
Blog Post 4: Seeing the Unseen: Geospatial Data and Digital Twins An exploration of how we map the changing environment. This post discusses the integration of satellite imagery, drone photogrammetry, and IoT sensors to create dynamic, 3D simulations of urban environments for better risk assessment.
Blog Post 5: From Data to Decision: The Role of AI and Visualization A look at how we transform raw data into action. This piece examines how Artificial Intelligence and Decision Support Systems (DSS) process vast datasets to provide clear, visual, and actionable insights for emergency commanders.
This series offers a complete roadmap for understanding the PANTHEON approach to collaborative technology, from the underlying standards to the user-facing visualizations that save lives.
The PANTHEON project has received funding from the European Union’s Horizon Europe programme under Grant Agreement N°101074008.
