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
Alternatives and similar repositories for rain-nowcasting-with-fusion-of-rainfall-and-wind-data-article
Users that are interested in rain-nowcasting-with-fusion-of-rainfall-and-wind-data-article are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆57Nov 21, 2021Updated 4 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆15Dec 1, 2024Updated last year
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆292Apr 11, 2026Updated 4 months ago
- ☆19Mar 16, 2022Updated 4 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆50Oct 14, 2021Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆30Dec 25, 2020Updated 5 years ago
- ☆10Nov 18, 2021Updated 4 years ago
- ☆16Jun 13, 2021Updated 5 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆21Jul 5, 2018Updated 8 years ago
- ☆11Jul 15, 2024Updated 2 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆30Jun 7, 2023Updated 3 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆152Jun 1, 2021Updated 5 years ago
- AI Challenges based on the SEVIR weather dataset☆48Jun 24, 2025Updated last year
- a GAN for precipitation downscaling☆43Mar 7, 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.
- ☆34Jan 3, 2024Updated 2 years ago
- The Radar Echo Extrapolation Model☆41Jul 6, 2021Updated 5 years ago
- Official implementation code of the paper: "TENT: Tensorized Encoder Transformer for temperature forecasting".☆21Jan 21, 2024Updated 2 years ago
- MeteoNet's toolbox and documentation☆134Aug 24, 2021Updated 5 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆34Feb 21, 2023Updated 3 years ago
- This is the repo for global precipitation nowcasting using IMERG dataset.☆18Feb 18, 2024Updated 2 years ago
- The repository for paper AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks.☆50Nov 12, 2023Updated 2 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆296Aug 31, 2026Updated last week
- A list of Precipitation Nowcasting papers and related resources.☆196Dec 16, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code accompanying our IARAI Weather4cast Challenge☆50Mar 29, 2022Updated 4 years ago
- ☆13Dec 19, 2023Updated 2 years ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆197Oct 9, 2019Updated 6 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Mar 17, 2020Updated 6 years ago
- ☆43Oct 21, 2021Updated 4 years ago
- pytorch implemention of trajGRU.☆603Jun 22, 2019Updated 7 years ago
- Open Source Weather Radar Software Course☆13Jul 11, 2018Updated 8 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Jun 10, 2021Updated 5 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Mar 29, 2026Updated 5 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A python library to access and update the gauge/station database of MDR and compute randomForest QPE estimates☆10Aug 3, 2026Updated last month
- 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
- Codes for kddcup2022☆17Aug 5, 2022Updated 4 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆15Dec 4, 2023Updated 2 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆47Mar 16, 2022Updated 4 years ago
- Library for rain estimation and detection built with PyTorch. This library provides an implementation of algorithms for extracting rain-r…☆11Jan 10, 2026Updated 7 months ago
- Implementation of Convolutional Encoder Decoder Network for short term (0 - 2 hours) weather forecasting.☆25Jun 1, 2021Updated 5 years ago