A Global (near-coastal) Flood Forecasting (GFF) dataset
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Nov 19, 2024 - Python
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flood-forecasting
Here are 16 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
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
(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
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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Jun 23, 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 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
Generating aerial flood prediction imagery with generative adversarial networks
computer-vision deep-learning gan image-generation flood pix2pix image-translation cyclegan flood-risk flood-forecasting attentiongan
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May 4, 2026 - Python
Bash scripts for ECMWF HRES and Ensemble forecast data processing
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Nov 18, 2025 - Shell
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
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
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
Repository containing Notebooks, Python scripts, datasets, pipelines, among other information about projects involving CML for flood prediction.
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Mar 6, 2026 - 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
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
RAG system for flood forecasting using LangChain and OpenAI
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Apr 6, 2026 - Python
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