fabarca / google_unet_nowcast
U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).
☆12Updated 3 years ago
Alternatives and similar repositories for google_unet_nowcast:
Users that are interested in google_unet_nowcast are comparing it to the libraries listed below
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆18Updated last year
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆65Updated 3 years ago
- ☆19Updated 2 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆51Updated last year
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆26Updated 4 years ago
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆15Updated last year
- The Radar Echo Extrapolation Model☆31Updated 3 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆48Updated 2 years ago
- ☆10Updated 6 months ago
- ☆19Updated 2 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆32Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆16Updated 7 months ago
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- Convolutional LSTM for Precipitation Nowcasting☆54Updated 6 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆10Updated last year
- Code release to showcase potential usages of TAASRAD19 Dataset☆42Updated 3 years ago
- 从Convlstm2D的基础上改编: https://github.com/ndrplz/ConvLSTM_pytorch 可用于雷达回波等短临预报领域,采用模仿Dr.SXJ的Seq2seq结构.☆33Updated 4 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆11Updated 3 years ago
- ☆24Updated 2 years ago
- AI Challenges based on the SEVIR weather dataset☆42Updated 3 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 3 years ago
- public codes for fusing CNN networks☆22Updated 4 years ago
- Typhoon Prediction☆12Updated 5 years ago
- ☆30Updated 9 months ago
- ☆40Updated 3 years ago
- ☆15Updated 11 months ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago
- ☆21Updated 7 months ago
- Code for working with the SEVIR weather dataset☆28Updated 2 years ago