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https://w3id.org/ro-id/enrichment/f8413f61-54b9-49d7-bd65-484e418550cc http://schema.org/name Fluid mechanics and thermodynamics https://w3id.org/ro-id/enrichment/f8413f61-54b9-49d7-bd65-484e418550cc http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/ro/terms/earth-science#NASA https://w3id.org/ro-id/enrichment/fce60180-f6b2-42db-98d2-ea24b205b195 http://schema.org/name Shannon https://w3id.org/ro-id/enrichment/fce60180-f6b2-42db-98d2-ea24b205b195 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/contentdesc#Person https://w3id.org/ro-id/fc1733d3-2970-442c-820a-702ef853a9d6/ http://schema.org/about http://eurovoc.europa.eu/3949 https://w3id.org/ro-id/fc1733d3-2970-442c-820a-702ef853a9d6/ http://schema.org/author https://orcid.org/0000-0002-1784-2920 https://w3id.org/ro-id/fc1733d3-2970-442c-820a-702ef853a9d6/ http://schema.org/contentSize 0 https://w3id.org/ro-id/fc1733d3-2970-442c-820a-702ef853a9d6/ http://schema.org/contentUrl https://api.rohub.org/api/ros/fc1733d3-2970-442c-820a-702ef853a9d6/crate/download/ https://w3id.org/ro-id/fc1733d3-2970-442c-820a-702ef853a9d6/ http://schema.org/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/ro-id/fc1733d3-2970-442c-820a-702ef853a9d6/ http://schema.org/dateCreated 2026-03-28 19:29:27.408352+00:00 https://w3id.org/ro-id/fc1733d3-2970-442c-820a-702ef853a9d6/ http://schema.org/dateModified 2026-04-27 18:30:18.830406+00:00 https://w3id.org/ro-id/fc1733d3-2970-442c-820a-702ef853a9d6/ http://schema.org/datePublished 2026-03-28 19:29:27.408352+00:00 https://w3id.org/ro-id/fc1733d3-2970-442c-820a-702ef853a9d6/ http://schema.org/description **Urban pluvial flood risk assessment for Hamburg** using the IPCC risk framework (Risk = Hazard × Exposure × Vulnerability). ### Results Public results aggregated to **HEALPix cells** (depth 15, ~200m, WGS84 ellipsoid) for privacy. Contains: - **Risk layer**: PFRMA (mobility & accessibility) and PFRWB (well-being) flood risk indices - **Vulnerability layer**: Social vulnerability indicators (Sensitivity, Coping Capacity, SVI, SVPF) ### Methodology Converted from the ArcGIS workflow by von Szombathely et al. (2025) into a reusable Python pipeline: 1. Social vulnerability via TOPSIS with Shannon entropy (I-ADOPT annotated variables) 2. Population exposure distributed to buildings 3. Flood hazard via ring buffer analysis (HMA) and depth analysis (HWB) 4. Risk combination with Delaunay smoothing 5. HEALPix aggregation on WGS84 ellipsoid ### FAIR Digital Objects - Input data described as RO-Crates with I-ADOPT variable annotations - Column mappings resolved automatically via fdo-resolver - Output packaged as Workflow Run Crate with provenance ### Pipeline - Repository: https://github.com/FAIR2Adapt/urban_pfr_toolbox_hamburg - Paper: von Szombathely et al. 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"FAIR2Adapt — Hamburg Pluvial Flood Risk Assessment (CS3)." ROHub. 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