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UID:pretalx-foss4g-2026-MENVQT@talks.osgeo.org
DTSTART;TZID=JST:20260902T160000
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DESCRIPTION:Open-source geospatial tools and GeoAI can be used to map flood
  risk and support early warning systems in informal settlements. Using Sen
 tinel-2 data\, machine learning\, and socio-economic indicators\, it prese
 nts a scalable workflow for improving climate resilience and disaster risk
  management in resource-constrained environments.
DTSTAMP:20260604T231756Z
LOCATION:Conference Management Room4
SUMMARY:GeoAI for Social Impact: Open-Source Flood Risk Mapping and Early W
 arning Systems in Informal Settlements of South Africa - EMMANUEL
URL:https://talks.osgeo.org/foss4g-2026/talk/MENVQT/
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