A Global (near-coastal) Flood Forecasting (GFF) dataset
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Nov 19, 2024 - Python
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flood-forecasting
Here are 28 public repositories matching this topic...
A distributed hydrology-guided neural network model for streamflow prediction
machine-learning hydrology streamflow rainfall-runoff-model data-driven-model flood-forecasting hydrology-modeling climate-risk river-basin-systems river-discharge
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Mar 23, 2026 - Python
(Journal of Hydrology 2026) Large-scale urban flood modeling and zero-shot high-resolution generalization with LarNO
deeplearning spatio-temporal spatio-temporal-modeling spatio-temporal-prediction spatiotemporal-forecasting flood-forecasting urbanflood floodprediction neuraloperator floodmodeling
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Jun 8, 2026 - Python
Heterogenous Graph Attention Transformer for high-resolution, distributed spatiotemporal flood prediction. Published at ACM SIGSPATIAL 2025.
distributed-systems machine-learning deep-learning time-series geospatial pytorch water-resources high-resolution hydrology spatiotemporal spatio-temporal spatio-temporal-analysis graph-neural-networks heterogeneous-graph graph-attention-network environmental-modeling graph-transformer flood-forecasting flood-prediction hydrogat
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Nov 3, 2025 - Python
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.
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Jul 3, 2026 - Python
Capa de confianza calibrada (ECE/conformal/UQ) para pronósticos de inundación de modelos hidrológicos OSS — para municipios y protección civil
open-source calibration hydrology uncertainty-quantification ece public-safety conformal-prediction flood-risk flood-forecasting climate-resilience
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Aug 12, 2026 - Python
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.
python julia open-data water-resources climate-data sbm netcdf4 geospatial-processing srtm-data geospatial-analysis hydrology-simulation wflow deltares flood-forecasting hydrology-modeling era5-land
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Dec 28, 2025 - Jupyter Notebook
A privacy-preserving flood forecasting system that leverages Federated Learning to aggregate predictive models across distributed weather stations without sharing raw localized data.
python machine-learning deep-learning tensorflow keras cnn disaster-management privacy-preserving federated-learning fnn flood-forecasting
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Apr 21, 2026 - Python
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.
python machine-learning gradient-boosting storm-surge flood-forecasting tropical-cyclones manila-bay
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Aug 12, 2026 - Python
Compound urban flood nowcasting for the next six hours. Method and architecture record. Calibration over accuracy, leakage inspection on every run. Part of Mycellium Lab.
python machine-learning architecture geospatial xgboost data-pipeline model-validation emergency-management nowcasting fastapi flood-forecasting climate-resilience
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Aug 3, 2026
Sequential evidence accumulation for flood warning without a validation set. Companion implementation, London Geo Meetup #5, Birkbeck, 12 August 2026.
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Aug 11, 2026 - Jupyter Notebook
LSTM-based rainfall forecasting system with FastAPI backend and Docker deployment. ~85% accuracy on Chennai weather data (1984–2024).
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Apr 21, 2026 - Python
Predictive urban flash-flood engine — agentic AI for civil protection (NVIDIA Open Models Codefest 2026)
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Jul 25, 2026
Monthly forecast river discharge extraction from the GloFAS model with station-level bias correction and ensemble forecast visualization.
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Aug 11, 2026 - Python
Open AI-driven water intelligence platform for flood forecasting, drought monitoring, and water quality analysis. Natural-language interface, free data APIs, CPU-friendly models.
python machine-learning ai lstm xgboost water-quality usgs hydrology drought-monitoring flood-forecasting
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May 10, 2026 - Python
A customized python based LISVAP pre-processor generating 15-day (6-hourly) potential evapotranspiration forecasts (ET0, ES0, EW0) for LISFLOOD using ECMWF HRES data.
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Jan 20, 2026 - Python
Operational Tank is a Python CLI for hydrologic modeling workflows based on Sugawara and Funiyuki (1956), covering historical simulation, calibration, validation, basin-average forcing, and ECMWF/GFS forecast preparation.
python hydrology gfs ecmwf rainfall-runoff-model hec-hms flood-forecasting conceptual-hydrological-models tank-model sugawara-tank-model
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Jun 26, 2026 - Python
Bash scripts for ECMWF HRES and Ensemble forecast data processing
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Nov 18, 2025 - Shell
RAG system for flood forecasting using LangChain and OpenAI
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Apr 6, 2026 - Python
Automated hybrid flood forecasting & early warning, Tlawng River Basin, Mizoram, India. Hybrid HEC-HMS + GRU + XGBoost. NHP, Govt. of India.
lstm gru hydrology hybrid-model ecmwf bias-correction hec-hms flood-forecasting early-warning-system mizoram northeast-india
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May 23, 2026 - Python
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