SuyeonC / Rad-cGANLinks
Rad-cGAN v1.0: Radar-based precipitation nowcasting model with conditional Generative Adversarial Networks for multiple dam domains
☆11Updated 3 years ago
Alternatives and similar repositories for Rad-cGAN
Users that are interested in Rad-cGAN are comparing it to the libraries listed below
Sorting:
- Uses machine learning to predict convective initiation and decay from satellite data.☆25Updated 2 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆12Updated last year
- ☆40Updated 4 years ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆45Updated 2 years ago
- Code for working with the SEVIR weather dataset☆37Updated 3 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- A NWP precipitation bias correction model based on Unet☆19Updated 3 years ago
- a GAN for precipitation downscaling☆42Updated 3 years ago
- Script for matching space-borne radar and ground radar (cross-validation code).☆12Updated 5 years ago
- ☆19Updated 3 years ago
- ☆18Updated last year
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Updated 5 years ago
- 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
- AI Challenges based on the SEVIR weather dataset☆45Updated 3 months ago
- Skilful precipitation nowcasting using deep generative models of radar☆36Updated 3 years ago
- Radar Tracking of Quality☆10Updated last month
- Clean, easier to use version of the downscaling cGAN☆24Updated last year
- SEVIRI_ML: A machine learning based module to derive: (1) A cloud mask, (2) the cloud phase, (3) the cloud top pressure, (4) the cloud to…☆14Updated 2 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆56Updated 3 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 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 3 years ago
- Towerpy is an open-source toolbox for processing polarimetric weather radar data☆25Updated last month
- ☆24Updated 3 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆87Updated 5 years ago
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆16Updated 2 months ago
- 📡 Process meteorological radar data. 📡☆19Updated 4 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆47Updated 4 years ago
- Deep-learning Based Climate Downscaling of Precipitation Data☆14Updated 9 months ago
- ☆34Updated 3 months ago