基于Transformer的雷达回波外推用于近期降水预测的研究
☆24Dec 15, 2023Updated 2 years ago
Alternatives and similar repositories for STFormer
Users that are interested in STFormer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- 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.☆35Apr 23, 2020Updated 6 years ago
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆35Dec 5, 2025Updated 5 months ago
- A model for short-term precipitation forecasting based on radar data☆73Jul 4, 2024Updated last year
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆13Dec 14, 2021Updated 4 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.
- 依据广西81个县早稻、晚稻作物4年产量的相关历史数据,结合4年气象降雨、温度、光照、温差等气象数据,一方面探索广西各地区气象环境局部特征,构建未来气象预测系统,另一方面挖掘气象和水稻产量的关系,构建因地制宜精准产量预测模型。☆15Sep 8, 2019Updated 6 years ago
- 🌤️微信小程序:天气可视化❄️☆11Dec 28, 2021Updated 4 years ago
- ☆33Jan 3, 2024Updated 2 years ago
- A list of Precipitation Nowcasting papers and related resources.☆183Dec 16, 2024Updated last year
- 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
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆126Sep 18, 2025Updated 8 months ago
- The repository for paper AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks.☆50Nov 12, 2023Updated 2 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆147Jun 1, 2021Updated 4 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆286Apr 11, 2026Updated last month
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- IowaRain is a rain event dataset for data driven modeling☆12Oct 31, 2022Updated 3 years ago
- We are developing a time series forecasting model using reinforcement learning, based on OneNet, for stock market data prediction.☆10Apr 19, 2024Updated 2 years ago
- ☆17Apr 7, 2021Updated 5 years ago
- 机器图像算法赛道-天气识别☆15Oct 28, 2019Updated 6 years ago
- ☆11Oct 29, 2024Updated last year
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆197Nov 3, 2017Updated 8 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆153Oct 17, 2025Updated 7 months ago
- short term precipitation prediction with a UNet☆30Jan 8, 2021Updated 5 years ago
- This repository contains the SwinV2_Weather model, developed for the "Analyzing and Exploring Training Recipes for Large-Scale Transforme…☆21Oct 8, 2024Updated last year
- 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.
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆45Nov 15, 2022Updated 3 years ago
- 一个通用的确定性预报准确率测评工具包☆33Mar 1, 2026Updated 2 months ago
- Python script to ftp download of himawari8 realtime full disk satellite image files from JAXA server☆17Oct 17, 2021Updated 4 years ago
- Exploring Content-Aware Strategies in Change Detection for Robust Bi-Temporal Image Analysis☆16Jul 13, 2025Updated 10 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆16Oct 23, 2024Updated last year
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆227May 4, 2018Updated 8 years ago
- 基于LSTM针对长时序的气温、降水、气压、相对湿度、风速等气象站点数据,对尼洋河径流进行模拟预测☆40Jul 7, 2024Updated last year
- A python package to download and analyze the Global Precipitation Measurement Mission (GPM) data archive☆74May 5, 2026Updated 2 weeks ago
- ☆14Feb 4, 2022Updated 4 years 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 working with the SEVIR weather dataset☆44May 2, 2022Updated 4 years ago
- Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI☆26Sep 5, 2022Updated 3 years ago
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆25Dec 9, 2024Updated last year
- ☆62Oct 29, 2024Updated last year
- Pytorch implementations of ConvLSTM and ConvGRU modules with examples☆76Aug 2, 2021Updated 4 years ago
- CIKM AnalytiCup 2017 is an open competition that is sponsored by Shenzhen Meteorological Bureau, Alibaba Group and CIKM2017. Our team got…☆88Dec 11, 2017Updated 8 years ago
- [ICIVC 2019] "LSTM multi-modal UNet for Brain Tumor Segmentation"☆60Mar 14, 2020Updated 6 years ago