MeteoSwiss / c4dl-multiLinks
Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
☆34Updated 2 years ago
Alternatives and similar repositories for c4dl-multi
Users that are interested in c4dl-multi are comparing it to the libraries listed below
Sorting:
- Code for working with the SEVIR weather dataset☆32Updated 3 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆54Updated 9 months ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆24Updated last year
- ☆24Updated 3 years ago
- ☆27Updated 11 months ago
- AI Challenges based on the SEVIR weather dataset☆42Updated 4 years ago
- ☆10Updated 10 months ago
- A NWP precipitation bias correction model based on Unet☆18Updated 2 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆19Updated 2 years ago
- ☆19Updated 3 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆11Updated last year
- Scripts of downloading weather data: satellite and reanalysis data☆21Updated 2 years ago
- ☆40Updated 3 years ago
- 提供一些关于气象应用开发的基础功能函数,包括数组处理、数学函数、物理常数、时间处理、客观分析等模块。☆52Updated 3 months ago
- ☆32Updated 2 years ago
- ☆14Updated 2 years ago
- 读取FY4A的所有产品☆34Updated 3 years ago
- Some very simple meteorology function written in python;几个简单的气象相关的函数☆15Updated last year
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 2 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆82Updated 4 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.☆19Updated 3 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆70Updated 3 years ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated last year
- Typhoon Prediction☆12Updated 5 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 2 years ago
- 2021年统计后处理培训教程.☆18Updated 3 years ago
- (Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding☆45Updated 3 weeks ago
- public codes for fusing CNN networks☆23Updated 5 years ago
- (Semi-official) repository of "Deep-Learning-Based Gridded Downscaling of Surface Meteorological Variables in Complex Terrain".☆17Updated 4 years ago