#floodforecasting — Public Fediverse posts

📢 New preprint!
Introducing DROP 💧 a physically informed deep learning framework for river discharge prediction.
By combining AI with explicit river routing, DROP delivers:
✅ Strong spatial generalization
✅ Better flood peak prediction
✅ KGE improvement from 24% → 62%
✅ Interpretable, spatially explicit diagnostics

A scalable approach for hydrological forecasting and flood risk assessment.
👉 https://doi.org/10.22541/au.176410929.91946608/v1

#Hydrology #MachineLearning #FloodForecasting #AI4PEX

U.S. Companies to Help Kazakhstan Improve Snow Monitoring and Flood Forecasting

https://web.brid.gy/r/https://timesca.com/u-s-companies-to-help-kazakhstan-improve-snow-monitoring-and-flood-forecasting/

🌟 𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐢𝐧𝐠 [Google Research’s] 𝐆𝐫𝐨𝐮𝐧𝐝𝐬𝐨𝐮𝐫𝐜𝐞 - 𝐀𝐧 𝐨𝐩𝐞𝐧 𝐬𝐨𝐮𝐫𝐜𝐞 𝐝𝐚𝐭𝐚𝐬𝐞𝐭 𝐨𝐟 𝐡𝐢𝐬𝐭𝐨𝐫𝐢𝐜 𝐟𝐥𝐨𝐨𝐝 𝐞𝐯𝐞𝐧𝐭𝐬 𝐟𝐫𝐨𝐦 𝐧𝐞𝐰𝐬 𝐚𝐫𝐭𝐢𝐜𝐥𝐞𝐬.
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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

🌊 Researchers from the University of Bonn, FZ Jülich, and the Lamarr Institute developed RiverMamba – 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

🌊 Forschende der Uni Bonn, des FZ Jülich & des Lamarr-Instituts entwickeln RiverMamba – ein KI-Modell, das Hochwasser präziser vorhersagt und so zu Klimaanpassung & Katastrophenschutz beiträgt. #WeAreLamarr #TsunamiDay2025 #FloodForecasting #OnePlanet
https://nachrichten.idw-online.de/2025/11/05/rivermamba-neue-ki-architektur-verbessert-hochwasserprognosen

🌊 With climate risks rising, AI + human‑centred data is making waves. Discover how WorldPop’s high-resolution population data helps Google’s Flood Hub predict floods and identify who’s at risk, covering 700M+ people in 100+ countries.

#ClimateTech #FloodForecasting #DataForGood #Google #FloodHub

🔗 Read more: http://worldpop.org/blog/how-worldpop-data-powers-googles-global-flood-forecasting-revolution

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

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