iamrakesh28 / Deep-Learning-for-Weather-and-Climate-ScienceLinks
Implementation of Convolutional Encoder Decoder Network for short term (0 - 2 hours) weather forecasting.
☆23Updated 4 years ago
Alternatives and similar repositories for Deep-Learning-for-Weather-and-Climate-Science
Users that are interested in Deep-Learning-for-Weather-and-Climate-Science 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
- Uses machine learning to predict convective initiation and decay from satellite data.☆24Updated 2 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.☆20Updated 3 years ago
- A NWP precipitation bias correction model based on Unet☆18Updated 2 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆54Updated 3 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 3 years ago
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Updated 5 years ago
- 2018 Short course for Python at the ASR ARM Meeting☆12Updated 7 years ago
- 2021年统计后处理培训教程.☆18Updated 4 years ago
- ☆24Updated 3 years ago
- The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…☆28Updated 2 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Updated 5 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆55Updated last year
- Python code to assist in familiarizing meteorologists with machine learning☆31Updated 8 months ago
- An application to convert NetCDF files to the Little-R format. The Little-R format is the accepted input format for the WRF data assimila…☆22Updated 7 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 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…☆88Updated last month
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆160Updated 5 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- Python code to assist in familiarizing meteorologists with machine learning☆60Updated 2 years ago
- ☆40Updated 3 years ago
- 读取FY4A的所有产品☆34Updated 3 years ago
- ☆32Updated 2 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。☆53Updated 7 months ago
- 提供气象绘图功能函数, 包括颜色表处理, 屏蔽区域, 添加地图边界, 绘制天气分析图等.☆67Updated 2 years ago
- A library designed to implement deep learning algorisms to climate data for weather and climate prediction.☆21Updated 2 years ago
- Code for working with the SEVIR weather dataset☆36Updated 3 years ago
- Decode micaps mdfs data☆34Updated 3 years ago
- 高级的、易用的 Micaps 在线数据读取包☆15Updated 3 months ago