holmescao / U-RNNLinks
(Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding
☆66Updated 5 months ago
Alternatives and similar repositories for U-RNN
Users that are interested in U-RNN are comparing it to the libraries listed below
Sorting:
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- ☆10Updated last year
- 读取FY4A的所有产品☆35Updated 3 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆24Updated 2 years ago
- a GAN for precipitation downscaling☆42Updated 3 years ago
- Accompanying code for CCAM dataset☆25Updated last year
- Awesome paper about AI for atmosphere science and oceanography☆33Updated 2 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆55Updated last year
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated 3 months ago
- ☆24Updated 3 years ago
- ☆19Updated 3 years ago
- ☆54Updated last year
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 3 years ago
- A NWP precipitation bias correction model based on Unet☆19Updated 3 years ago
- ☆34Updated 3 months ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆56Updated 3 years ago
- Datasets downloader and reader for Hydrologic Modeling☆29Updated 9 months ago
- Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations☆74Updated last year
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆13Updated last year
- ☆18Updated 2 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆25Updated 2 years ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆27Updated last year
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 3 years ago
- A model for short-term precipitation forecasting based on radar data☆70Updated last year
- A simple bias correction of temperature, dew point, and 10m wind speeds for the GFS, HRRR, and ECMWF models for two US locations.☆22Updated 4 years ago
- Code for implementing Extended Triple Collocation (ETC)☆12Updated 9 years ago
- ☆40Updated 4 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- Deep-learning Based Climate Downscaling of Precipitation Data☆14Updated 10 months ago
- Diffusion for climate downscaling☆72Updated last year