This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wind speed".
☆27May 12, 2023Updated 2 years ago
Alternatives and similar repositories for TransfomerDownscaling
Users that are interested in TransfomerDownscaling are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 基于塔顶摄像头的能见度反算项目☆15Feb 22, 2024Updated 2 years ago
- spateGAN-ERA5: deep learning based spatio-temporal downscaling of ERA5 precipitation☆39Jan 23, 2026Updated 3 months ago
- W4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆20Jun 23, 2023Updated 2 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- ☆12Dec 19, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Regularized Adversarial Domain Adaptation -- data-driven correction of climate model biases☆11Sep 11, 2022Updated 3 years ago
- ☆13Dec 7, 2022Updated 3 years ago
- ☆51Aug 5, 2025Updated 9 months ago
- An application to convert NetCDF files to the Little-R format. The Little-R format is the accepted input format for the WRF data assimila…☆22Jun 13, 2018Updated 7 years ago
- ☆16Apr 3, 2023Updated 3 years ago
- Integrating Large Weather Models with Data Assimilation☆23Jun 2, 2024Updated last year
- Some tips of Python in the Atmospheric Science☆11Jan 9, 2022Updated 4 years ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆190Jan 3, 2025Updated last year
- ☆39Jul 5, 2025Updated 10 months 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.
- A cascade machine learning forecasting system for 15-day global weather forecast☆169Dec 20, 2023Updated 2 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆21Jul 5, 2018Updated 7 years ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆16Dec 4, 2023Updated 2 years ago
- ☆53Feb 28, 2026Updated 2 months ago
- Diffusion for climate downscaling☆84Jun 28, 2024Updated last year
- WRF Users' Guide in restructured text format☆17Sep 7, 2023Updated 2 years ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 3 years ago
- ☆27May 18, 2024Updated last year
- Uses machine learning to predict convective initiation and decay from satellite data.☆28Jun 7, 2023Updated 2 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.
- Diffusion Probabilistic Downscaling Model☆29Jul 8, 2024Updated last year
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆89Jan 30, 2026Updated 3 months ago
- A Python tool for searching, filtering, and summarizing arXiv papers in atmospheric science with AI applications.☆27Jun 22, 2025Updated 10 months ago
- Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth …☆14Sep 28, 2022Updated 3 years ago
- PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"☆19Jun 2, 2024Updated last year
- U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).☆12Feb 17, 2021Updated 5 years ago
- 盘古天气大模型全流程演示（ 输入数据准备、预测及结果可视化）Unofficial demonstration of Huawei's Pangu Weather Model. Implementing the entire process of data preparati…☆218Jul 27, 2023Updated 2 years ago
- 2021年统计后处理培训教程.☆18Jun 16, 2021Updated 4 years ago
- ☆22Sep 19, 2019Updated 6 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.
- Climate reconstruction framework using online EnKF data assimilation☆13Feb 26, 2021Updated 5 years 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
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆56Nov 21, 2021Updated 4 years ago
- a GAN for precipitation downscaling☆43Mar 7, 2022Updated 4 years ago
- 《用C语言开发的气象常用参数和物理量计算函数库》原文代码以及Python封装☆34Feb 8, 2020Updated 6 years ago
- Microservice for consuming NWP data.☆17Apr 2, 2026Updated last month
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆31Jun 4, 2024Updated last year