Sen1Floods11

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Period ending 2026-09-21

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Period ending 2026-09-14

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Period ending 2026-09-07

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  1. Urban Flood Observations: A hand-labeled training and validation dataset of post-flood inundation

    Apr 24, 2026Rohit Mukherjee, Hannah K. Friedrich, Beth Tellman +5Flood DetectionSen1Floods11

  2. A Deep U-Net Framework for Flood Hazard Mapping Using Hydraulic Simulations of the Wupper Catchment

    Apr 22, 2026Christian Lammers, Fernando Arévalo, Leonie Märker-Neuhaus +3Accurate Flood PredictionFlood Detection

  3. StormNet: Improving storm surge predictions with a GNN-based spatio-temporal offset forecasting model

    Apr 22, 2026Noujoud Nader, Stefanos Giaremis, Clint Dawson +3Accurate Flood PredictionSpatio-Temporal Forecasting

  4. A Wasserstein GAN-based climate scenario generator for risk management and insurance: the case of soil subsidence

    Apr 22, 2026Antoine Heranval, Olivier Lopez, Didier Ngatcha +1Accurate Flood PredictionInsurance

  5. AI-based Waste Mapping for Addressing Climate-Exacerbated Flood Risk

    Apr 20, 2026Steffen Knoblauch, Levi Szamek, Iddy Chazua +3Sen1Floods11Urban Environments

  6. Towards Realistic Open-Vocabulary Remote Sensing Segmentation: Benchmark and Baseline

    Apr 17, 2026Bingyu Li, Tao Huo, Haocheng Dong +4Remote Sensing Image SegmentationOpen-Vocabulary

  7. G-PARC: Graph-Physics Aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics on Unstructured Meshes

    Apr 16, 2026Jack T. Beerman, Tyler J. Abele, Mehdi Taghizadeh +6SpatiotemporalFundamental Hydrological Principles

  8. Process-Aware AI for Rainfall-Runoff Modeling: A Mass-Conserving Neural Framework with Hydrological Process Constraints

    Mar 26, 2026Mohammad A. Farmani, Hoshin V. Gupta, Ali Behrangi +3Fundamental Hydrological PrinciplesAccurate Flood Prediction

  9. Utilizing Earth Foundation Models to Enhance the Simulation Performance of Hydrological Models with AlphaEarth Embeddings

    Jan 4, 2026Pengfei Qu, Wenyu Ouyang, Chi Zhang +6Fundamental Hydrological PrinciplesGeospatial Foundation Models

  10. Uncovering Insights of Compound Flooding with Data-Driven AI

    Jun 4, 2025Xu Zheng, Chaohao Lin, Sipeng Chen +7Accurate Flood PredictionSen1Floods11

  11. Learning Intrinsic Water-Quality Dynamics with Rainfall for Data-Driven Forecasting

    Date pendingZiqi Wang, Hailiang Zhao, Cheng Bao +3Fundamental Hydrological PrinciplesPrecipitation