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"☆15Dec 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.☆36Apr 23, 2020Updated 6 years ago
- ConvLSTM for short-term precipitation forecasting.☆23Apr 17, 2019Updated 7 years ago
- A model for short-term precipitation forecasting based on radar data☆74Jul 4, 2024Updated 2 years ago
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆41Dec 5, 2025Updated 8 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 3 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
- ☆10Mar 22, 2023Updated 3 years ago
- 🌤️微信小程序：天气可视化❄️☆11Dec 28, 2021Updated 4 years ago
- 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。☆14Sep 8, 2019Updated 6 years ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆137Sep 18, 2025Updated 10 months ago
- ☆34Jan 3, 2024Updated 2 years ago
- A list of Precipitation Nowcasting papers and related resources.☆195Dec 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 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 高级的、易用的 Micaps 在线数据读取包☆17Jun 12, 2025Updated last year
- 机器图像算法赛道-天气识别☆16Oct 28, 2019Updated 6 years 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☆151Jun 1, 2021Updated 5 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆291Apr 11, 2026Updated 3 months 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
- [ECCV 2024]: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆42Sep 28, 2024Updated last year
- ☆11Oct 29, 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.
- Fusion of multi-source precipitation records via coordinate-based generative models☆19Feb 10, 2026Updated 6 months ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆197Nov 3, 2017Updated 8 years ago
- short term precipitation prediction with a UNet☆29Jan 8, 2021Updated 5 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆157Oct 17, 2025Updated 9 months ago
- IowaRain is a rain event dataset for data driven modeling☆21Oct 31, 2022Updated 3 years ago
- Scripts of downloading weather data: satellite and reanalysis data☆22Jan 11, 2023Updated 3 years ago
- This repository contains the SwinV2_Weather model, developed for the "Analyzing and Exploring Training Recipes for Large-Scale Transforme…☆22Oct 8, 2024Updated last year
- 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☆43Jul 7, 2024Updated 2 years ago
- ☆14Feb 4, 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.
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆35Nov 6, 2024Updated last year
- 一个通用的确定性预报准确率测评工具包☆33Mar 1, 2026Updated 5 months ago
- 雷达回波外推，ConvLSTM，训练模型并外推。☆86May 27, 2018Updated 8 years ago
- A modern, unified framework for running and managing numerical models.☆16Updated this week
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆16Oct 23, 2024Updated last year
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆46Nov 15, 2022Updated 3 years ago
- A python package to download and analyze the Global Precipitation Measurement Mission (GPM) data archive☆76Aug 3, 2026Updated last week