MeteoSwiss / c4dl-multi
Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
☆31Updated last year
Related projects ⓘ
Alternatives and complementary repositories for c4dl-multi
- ☆23Updated 2 years ago
- a GAN for precipitation downscaling☆37Updated 2 years ago
- Code for working with the SEVIR weather dataset☆27Updated 2 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆48Updated 3 months ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆22Updated last year
- ☆19Updated 2 years ago
- ☆14Updated 8 months ago
- ☆28Updated last year
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆45Updated 2 years ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆12Updated last year
- ☆19Updated 4 months ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆84Updated 3 months ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆15Updated last year
- AI Challenges based on the SEVIR weather dataset☆38Updated 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…☆66Updated this week
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆42Updated 3 years ago
- ☆38Updated 3 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆31Updated 2 years ago
- Code repository for the paper "A Comparative Study of Convolutional Neural Network Models for Wind Field Downscaling" by Kevin Höhlein, M…☆15Updated 4 years ago
- ☆10Updated 3 months ago
- 读取FY4A的所有产品☆33Updated 2 years ago
- A NWP precipitation bias correction model based on Unet☆16Updated 2 years ago
- Typhoon Prediction☆12Updated 4 years ago
- Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations☆62Updated 8 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆35Updated last year
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆81Updated 4 years ago
- 气象数据分析代码和部分数据☆8Updated 6 years ago
- ☆13Updated last year
- Spatio-Temporal Downscaling of Climate Data using Convolutional and Error-Predicting Neural Networks☆20Updated 3 years ago
- public codes for fusing CNN networks☆21Updated 4 years ago