holmescao / U-RNNLinks
(Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding
☆71Updated 8 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
- ☆19Updated 3 years ago
- 读取FY4A的所有产品☆35Updated 3 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆56Updated last year
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆17Updated 5 months ago
- A model for short-term precipitation forecasting based on radar data☆71Updated last year
- ☆10Updated last year
- Accompanying code for CCAM dataset☆25Updated last year
- a GAN for precipitation downscaling☆43Updated 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
- ☆57Updated last year
- Awesome paper about AI for atmosphere science and oceanography☆35Updated 2 years ago
- Deep-learning Based Climate Downscaling of Precipitation Data☆14Updated last year
- AI Challenges based on the SEVIR weather dataset☆46Updated 6 months ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆96Updated last year
- ☆23Updated 3 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 3 years ago
- Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology…☆23Updated 3 years ago
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆102Updated 5 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆39Updated 3 years ago
- Diffusion for climate downscaling☆79Updated last year
- Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations☆78Updated last year
- ☆18Updated 2 years ago
- Code for working with the SEVIR weather dataset☆42Updated 3 years ago
- fill the GRACE gap using novel Transformer method☆17Updated last year
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- Visualize Himawari-8 satellite data☆19Updated 3 years ago
- The Radar Echo Extrapolation Model☆40Updated 4 years ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43Updated last year