๐Ÿ’ง๐ŸŒ Greg Cocks6d ago
๐ŸŒŸ ๐ˆ๐ง๐ญ๐ซ๐จ๐๐ฎ๐œ๐ข๐ง๐  [Google Researchโ€™s] ๐†๐ซ๐จ๐ฎ๐ง๐๐ฌ๐จ๐ฎ๐ซ๐œ๐ž - ๐€๐ง ๐จ๐ฉ๐ž๐ง ๐ฌ๐จ๐ฎ๐ซ๐œ๐ž ๐๐š๐ญ๐š๐ฌ๐ž๐ญ ๐จ๐Ÿ ๐ก๐ข๐ฌ๐ญ๐จ๐ซ๐ข๐œ ๐Ÿ๐ฅ๐จ๐จ๐ ๐ž๐ฏ๐ž๐ง๐ญ๐ฌ ๐Ÿ๐ซ๐จ๐ฆ ๐ง๐ž๐ฐ๐ฌ ๐š๐ซ๐ญ๐ข๐œ๐ฅ๐ž๐ฌ.
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https://doi.org/10.31223/X5RR2K / https://eartharxiv.org/repository/view/12083/ <-- shared paper
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https://zenodo.org/records/18647054 <-- shared link to associated dataset
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https://sites.research.google/gr/floodforecasting/ <-- shared link to Google Research flood forecasting effort entry page
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#GoogleResearch #Google #Gemini #AI #ClimateTech #MachineLearning #DataScience #FloodForecasting #Sustainability #TechForGood #aggregation #curated #newsarticles #news #media #article #harvesting #reports #reporting #global #world #historic #naturalhazards #naturaldisaster #floods #flooding #flashflood #water #hydrology #extremeweather #climatechange #GDACS #Groundsource #GIS #spatial #mapping #spatialanalysis #spatiotemporal #geographic #openaccess #openscience #opendata #floodevents #LLM #gemini #largelanguagemodel #deeplearning #AI #precision #metrics #historicresource #model #modeling #forecasting #opensource
Science NewsNov 5
๐ŸŒŠ Researchers from the University of Bonn, FZ Jรผlich, and the Lamarr Institute developed RiverMamba โ€“ an AI model that predicts floods more precisely, supporting climate adaptation and disaster prevention. #WeAreLamarr #TsunamiDay2025 #FloodForecasting
https://nachrichten.idw-online.de/2025/11/05/rivermamba-new-ai-architecture-improves-flood-forecasting
RiverMamba: New AI architecture improves flood forecasting

idw_onlineNov 5
๐ŸŒŠ Forschende der Uni Bonn, des FZ Jรผlich & des Lamarr-Instituts entwickeln RiverMamba โ€“ ein KI-Modell, das Hochwasser prรคziser vorhersagt und so zu Klimaanpassung & Katastrophenschutz beitrรคgt. #WeAreLamarr #TsunamiDay2025 #FloodForecasting #OnePlanet
https://nachrichten.idw-online.de/2025/11/05/rivermamba-neue-ki-architektur-verbessert-hochwasserprognosen
RiverMamba: Neue KI-Architektur verbessert Hochwasserprognosen

WorldPopProjectSep 25

๐ŸŒŠ With climate risks rising, AI + humanโ€‘centred data is making waves. Discover how WorldPopโ€™s high-resolution population data helps Googleโ€™s Flood Hub predict floods and identify whoโ€™s at risk, covering 700M+ people in 100+ countries.

#ClimateTech #FloodForecasting #DataForGood #Google #FloodHub

๐Ÿ”— Read more: http://worldpop.org/blog/how-worldpop-data-powers-googles-global-flood-forecasting-revolution

๐Ÿ’ง๐ŸŒ Greg CocksApr 16, 2025
Interpretable Physics-Informed Graph Neural Networks For Flood Forecasting
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https://doi.org/10.1111/mice.13484 <-- shared paper
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https://github.com/MehdiTaghizadehUVa/modulus/tree/main/examples/weather/flood_modeling/hydrographnet <-- shared GitHub repository
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#GIS #spatial #mapping #FloodForecasting #GraphNeuralNetworks #PhysicsInformedAI #Hydrology #ClimateResilience #ScientificMachineLearning #CivilEngineering #HydroGraphNet #PhyiscsNeMo #hydrology #water #flood #flooding #spatialanalysis #spatiotemporal #climatechange #model #modeling #machinelearning #AI #extremeweather #prediction #forecasting #planning #humanimpacts #loss #lossoflife #publicsafety #cost #economics #infrastructure #risk #hazard #disaster #mitigation #preparedness #naturaldisaster #HydroGraphNet #floodforecasting #dynamics #remotesensing #earthobservation
Ruth MottramMar 10, 2023

DMI is the official #FloodWarning authority in #Denmark both for #StormSurges #CoastalFlooding + #Cloudbursts #FlashFloods
The #hydrological system is quite complex and under construction now, in collaboration with a lot of other agencies like #SDFI #KystDirektorat

Building a model for Denmark using the #SMHI - model #EHype

#Hydrology #HydrologicalModelling
#DMIKdk
#FloodForecasting