XiongWeiTHU / Awesome-AI-for-Atmosphere-and-OceanLinks
Awesome paper about AI for atmosphere science and oceanography
☆35Updated 2 years ago
Alternatives and similar repositories for Awesome-AI-for-Atmosphere-and-Ocean
Users that are interested in Awesome-AI-for-Atmosphere-and-Ocean are comparing it to the libraries listed below
Sorting:
- ☆57Updated last year
- ☆36Updated 6 months ago
- ☆20Updated 6 months ago
- Diffusion for climate downscaling☆78Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆92Updated 8 months 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
- Latent diffusion for generative precipitation nowcasting☆139Updated 2 years ago
- ☆35Updated 4 months ago
- ☆40Updated 4 years ago
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆90Updated 2 months ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆28Updated last year
- Integrating Large Weather Models with Data Assimilation☆22Updated last year
- Deep learning for multi-year ENSO forecasts Reproduction☆56Updated last year
- A Python Package for Statistical Analysis of Climate☆65Updated last year
- ☆51Updated last year
- The main goal of FengWu-GHR is to enable LWM inference with minimal setup and state-of-the-art performance on a wide variety of hardware …☆16Updated 9 months ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- A list of Precipitation Nowcasting papers and related resources.☆178Updated last year
- ☆10Updated last year
- Diffusion Probabilistic Downscaling Model☆29Updated last year
- A cascade machine learning forecasting system for 15-day global weather forecast☆154Updated 2 years ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆40Updated 9 months ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆27Updated 2 years ago
- A NWP precipitation bias correction model based on Unet☆19Updated 3 years ago
- 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
- ☆21Updated last year
- 2021年统计后处理培训教程.☆18Updated 4 years ago
- Simulate satellite images from WRF and MPAS model output☆26Updated last month
- A line of code to analyze climate☆49Updated last month