This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in the following paper: PFST-LSTM: a SpatioTemporal LSTM Model with Pseudo-flow Prediction for Precipitation Nowcasting
☆30Dec 25, 2020Updated 5 years ago
Alternatives and similar repositories for PFST-LSTM
Users that are interested in PFST-LSTM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The Radar Echo Extrapolation Model☆40Jul 6, 2021Updated 4 years ago
- Jupyter-notebooks of nowcasting precipitation☆11Nov 5, 2019Updated 6 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆13Dec 14, 2021Updated 4 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Mar 17, 2020Updated 6 years ago
- ☆13Mar 22, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Jul 22, 2022Updated 3 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆56Nov 21, 2021Updated 4 years ago
- This is the repo for global precipitation nowcasting using IMERG dataset.☆17Feb 18, 2024Updated 2 years ago
- Exploring Moving Mnist dataset with forecasting algorithms☆31Apr 12, 2023Updated 3 years ago
- U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).☆12Feb 17, 2021Updated 5 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15May 4, 2021Updated 5 years ago
- Code for working with the SEVIR weather dataset☆44May 2, 2022Updated 4 years ago
- A list of Precipitation Nowcasting papers and related resources.☆184Dec 16, 2024Updated last year
- The repository for paper AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks.☆50Nov 12, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆27Aug 29, 2022Updated 3 years ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 3 years ago
- A model for short-term precipitation forecasting based on radar data☆73Jul 4, 2024Updated last year
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆36Feb 21, 2023Updated 3 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 7 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- Code for TRUNET model☆17May 15, 2023Updated 2 years ago
- CIKM AnalytiCup 2017 - Lazada Product Title Quality Challenge: A Bag of Features for Short Text Classification.☆10Dec 5, 2019Updated 6 years ago
- Code accompanying our IARAI Weather4cast Challenge☆50Mar 29, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Rad-cGAN v1.0: Radar-based precipitation nowcasting model with conditional Generative Adversarial Networks for multiple dam domains☆11Jul 22, 2022Updated 3 years ago
- pytorch implemention of trajGRU.☆594Jun 22, 2019Updated 6 years ago
- ☆33Jan 3, 2024Updated 2 years ago
- Python utils for atmospheric & ocean sciences. Includes tools for popular datasets such as Aeronet, models (WRF, ROMS), satellite retriev…☆12Apr 27, 2026Updated last week
- MFWPN☆31Jan 27, 2026Updated 3 months ago
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆18Sep 7, 2020Updated 5 years ago
- Official implementation code of the paper: "TENT: Tensorized Encoder Transformer for temperature forecasting".☆20Jan 21, 2024Updated 2 years ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆29May 15, 2024Updated last year
- Code for paper "Multi-source seamless lightning nowcasting with recurrent deep learning"☆18Nov 22, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- TianChi AIEarth Contest Solution☆79Oct 25, 2021Updated 4 years ago
- ☆13Dec 18, 2021Updated 4 years ago
- 暴雨科算计算器☆17Dec 6, 2023Updated 2 years ago
- The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.☆14Mar 25, 2024Updated 2 years ago
- Convolutional LSTM for Precipitation Nowcasting☆61Feb 11, 2018Updated 8 years ago
- R wrapper for nowcast_lstm Python library. Long short-term memory neural networks for economic nowcasting.☆13May 2, 2024Updated 2 years ago
- LINDER (Land use INDexER) is an open-source machine-learning based land use/land cover (LULC) classifier using Sentinel 2 satellite image…☆13Jul 14, 2020Updated 5 years ago