flood-forecasting

A Global (near-coastal) Flood Forecasting (GFF) dataset

(Journal of Hydrology 2026) Large-scale urban flood modeling and zero-shot high-resolution generalization with LarNO

A distributed hydrology-guided neural network model for streamflow prediction

Heterogenous Graph Attention Transformer for high-resolution, distributed spatiotemporal flood prediction. Published at ACM SIGSPATIAL 2025.

Thailand flood & water levels: 1,000+ canal and river gauges vs the bank, backtested 12–48 h forecasts · ระดับน้ำคลองและแม่น้ำทั่วไทย — flood.autobahn.bot

Open, agentic platform for hydrological modelling — an agentic runtime orchestrates data, model selection, training, runs & audit; LSTM for large-scale catchment streamflow & floods, SWMM for urban drainage & LID. Built on open data.

MRRpy (Multi-Mechanism Runoff and Routing): rainfall–runoff, flood routing and flood maps from a DEM and a storm, for any basin. Gauge, NASA IMERG or weather-model forecast rain → SCS-CN, Green-Ampt, VSA and impervious runoff → kinematic, Muskingum–Cunge or diffusive routing → hydrographs and HAND or 2D flood maps. Python, CLI, Jupyter, QGIS, GPU.

A privacy-preserving flood forecasting system that leverages Federated Learning to aggregate predictive models across distributed weather stations without sharing raw localized data.

Capa de confianza calibrada (ECE/conformal/UQ) para pronósticos de inundación de modelos hidrológicos OSS — para municipios y protección civil

Catalog-independent Wflow SBM hydrological model for the Upper Niger Basin. Complete ETL pipeline from raw ERA5/SRTM to runnable Julia simulation. Includes documented error resolutions and reusable patterns for building Wflow-sbm model.

Global Earth Intelligence & Multi-Hazard Planetary Defense Platform. Real-time seismic radar, space weather, wildfires, air quality (AQI), GloFAS flood forecasts, and marine swell telemetry.

SurgeSurrogate - fast ML surrogate for storm surge forecasting in Manila Bay. XGBoost replaces hours of hydrodynamic simulation with sub-millisecond predictions, trained on typhoons Ketsana, Nesat, Rammasun, Vamco.

Road accessibility forecasting and relief logistics for flood-prone Assam. FastAPI, PostGIS, OR-Tools, Next.js, MapLibre.

ภัยรอบบ้าน · Thai Risk: every natural hazard at any point in Thailand, now and for the next 3 days. Flood and river level, rain, PM2.5, heat, UV, wind and storms, landslide, earthquake, fire, in the agencies' own words with sources. Free, private Thai/English web app (PWA).

Bash scripts for ECMWF HRES and Ensemble forecast data processing

Sequential evidence accumulation for flood warning without a validation set. Companion implementation, London Geo Meetup #5, Birkbeck, 12 August 2026.

Bulletin de surveillance des inondations au Burkina Faso (DGRE) à partir des prévisions FloodProofs : ligne de commande et application web d'édition

Daily inflow forecasting for the Hirakud reservoir, Mahanadi basin: DNN, 1D-CNN, LSTM and hybrid CNN-LSTM compared. Basis of AGU 2022 and Roorkee Water Conclave papers.

Predictive urban flash-flood engine — agentic AI for civil protection (NVIDIA Open Models Codefest 2026)

Flood-onset warnings with one LSTM for 12 CAMELS-US rivers: what limits the warning is the information available at the issue time, not the model