A Global (near-coastal) Flood Forecasting (GFF) dataset
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Nov 19, 2024 - Python
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flood-forecasting
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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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Jun 24, 2025 - 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
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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Sep 1, 2024 - Python
Repository containing Notebooks, Python scripts, datasets, pipelines, among other information about projects involving CML for flood prediction.
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Jul 31, 2025 - Jupyter Notebook
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