jeonghwan723 / DL_ENSO
CNN for climate forecast
☆88Updated 9 months ago
Alternatives and similar repositories for DL_ENSO:
Users that are interested in DL_ENSO are comparing it to the libraries listed below
- Deep learning for multi-year ENSO forecasts Reproduction☆49Updated 6 months ago
- CNN based ENSO all season forecast model☆17Updated 6 months ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆156Updated 4 years ago
- AI Challenges based on the SEVIR weather dataset☆42Updated 3 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…☆81Updated 2 weeks ago
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Updated 4 years ago
- public codes for fusing CNN networks☆22Updated 5 years ago
- ☆24Updated 2 years ago
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- Machine learning forecast model for WxChallenge☆94Updated 4 years ago
- post-processing experiments with neural networks☆61Updated 3 years ago
- ☆40Updated 3 years ago
- ☆39Updated 3 years ago
- Regularized Adversarial Domain Adaptation -- data-driven correction of climate model biases☆11Updated 2 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆66Updated 3 years ago
- ☆21Updated 8 months ago
- ☆10Updated 7 months ago
- MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19☆38Updated 4 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆32Updated 2 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆23Updated last year
- A Python Package for Statistical Analysis of Climate☆61Updated 6 months ago
- with Pangu-weather, FourCastNet v1 v2, GraphCast, and Aurora model☆22Updated last month
- Code for working with the SEVIR weather dataset☆28Updated 2 years ago
- A NWP precipitation bias correction model based on Unet☆18Updated 2 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆52Updated last year
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆91Updated last year
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆43Updated 3 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆88Updated 6 months ago
- Awesome paper about AI for atmosphere science and oceanography☆29Updated last year
- 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。☆50Updated last week