High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation
☆51Mar 25, 2025Updated last year
Alternatives and similar repositories for STC-GS
Users that are interested in STC-GS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆68Oct 29, 2024Updated last year
- [AAAI 2026] Official implementation of "DuoCast: Duo-Probabilistic Diffusion for Precipitation Nowcasting"☆15Jul 5, 2025Updated last year
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 3 years ago
- A list of Precipitation Nowcasting papers and related resources.☆193Dec 16, 2024Updated last year
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆15Dec 4, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 基于塔顶摄像头的能见度反算项目☆15Feb 22, 2024Updated 2 years ago
- Initial public release of code for KARINA☆13Oct 2, 2024Updated last year
- Integrating Large Weather Models with Data Assimilation☆25Jun 2, 2024Updated 2 years ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆136Sep 18, 2025Updated 10 months ago
- ☆28May 18, 2024Updated 2 years ago
- Fusion of multi-source precipitation records via coordinate-based generative models☆19Feb 10, 2026Updated 5 months ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆151Jun 1, 2021Updated 5 years ago
- ☆22Mar 13, 2025Updated last year
- ☆14Feb 4, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- KDD 2025: "Predicting the Dynamics of Complex Systems via Multiscale Diffusion Autoencoder"☆22Jun 2, 2025Updated last year
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆39Jun 25, 2025Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆126Mar 18, 2025Updated last year
- ☆15Nov 3, 2024Updated last year
- PASSAT is a novel Physics-ASSisted And Topology informed deep learning model for weather prediction.☆15May 10, 2025Updated last year
- Skilful precipitation nowcasting using deep generative models of radar☆37Nov 10, 2021Updated 4 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆290Apr 11, 2026Updated 3 months ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆28May 12, 2023Updated 3 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆29Jun 7, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official implementation of Earthformer☆466Jul 16, 2023Updated 3 years ago
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆39Dec 5, 2025Updated 7 months ago
- ☆54Jan 9, 2025Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43May 2, 2024Updated 2 years ago
- The China Weather Radar Toolkit, support most of China's radar formats(WSR98D, CINRAD/SA/SB/CB, CINRAD/CC/CCJ, CINRAD/SC/CD)☆248Apr 9, 2026Updated 3 months ago
- Python script to ftp download of himawari8 realtime full disk satellite image files from JAXA server☆17Oct 17, 2021Updated 4 years ago
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆25Apr 22, 2025Updated last year
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆526Nov 4, 2023Updated 2 years ago
- Decode CINRAD (China New Generation Weather Radar) data and visualize.☆431Jun 26, 2026Updated 3 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Feb 21, 2023Updated 3 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆296Updated this week
- [NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling☆60Sep 8, 2024Updated last year
- [Science Advances] Data-driven Global Ocean Modeling for Seasonal to Decadal Prediction☆25Updated this week
- Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models☆28Apr 18, 2022Updated 4 years ago
- ☆19Feb 13, 2024Updated 2 years ago
- Latent Diffusion model for ensemble weather forecasting☆27Mar 4, 2026Updated 4 months ago