ZiluM / Deep-learning-for-multi-year-ENSO-ReproductionLinks
Deep learning for multi-year ENSO forecasts Reproduction
☆55Updated last year
Alternatives and similar repositories for Deep-learning-for-multi-year-ENSO-Reproduction
Users that are interested in Deep-learning-for-multi-year-ENSO-Reproduction 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
- (Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding☆66Updated 5 months ago
- CNN for climate forecast☆90Updated last year
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆89Updated last week
- Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations☆74Updated last year
- ☆40Updated 4 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- ☆34Updated 3 months 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。☆54Updated 8 months ago
- A Python Package for Statistical Analysis of Climate☆64Updated last year
- ☆54Updated last year
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 2 years ago
- CNN based ENSO all season forecast model☆18Updated last year
- ☆24Updated 3 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆23Updated 2 years ago
- ☆110Updated last year
- Awesome paper about AI for atmosphere science and oceanography☆33Updated 2 years ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆42Updated 4 years ago
- A NWP precipitation bias correction model based on Unet☆19Updated 3 years ago
- a GAN for precipitation downscaling☆42Updated 3 years ago
- ☆13Updated 2 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆91Updated 2 years ago
- Spatio-Temporal Downscaling of Climate Data using Convolutional and Error-Predicting Neural Networks☆22Updated 4 years ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆86Updated 6 months ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆25Updated 2 years ago
- Deep learning approaches for statistical downscaling in climate☆72Updated 3 years ago
- A MetNet implementation in Pytorch and fastai☆32Updated 4 years ago