Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model
☆20Aug 30, 2022Updated 3 years ago
Alternatives and similar repositories for 3D-storm-nowcasting
Users that are interested in 3D-storm-nowcasting are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆13Dec 14, 2021Updated 4 years ago
- U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).☆12Feb 17, 2021Updated 5 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
- Uses machine learning to predict convective initiation and decay from satellite data.☆29Jun 7, 2023Updated 3 years ago
- The Radar Echo Extrapolation Model☆40Jul 6, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- The main goal of FengWu-GHR is to enable LWM inference with minimal setup and state-of-the-art performance on a wide variety of hardware …☆17Mar 25, 2025Updated last year
- 一个通用的确定性预报准确率测评工具包☆33Mar 1, 2026Updated 4 months ago
- Convolutional LSTM for Precipitation Nowcasting☆61Feb 11, 2018Updated 8 years ago
- 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
- High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation☆52Mar 25, 2025Updated last year
- ConvLSTM for short-term precipitation forecasting.☆23Apr 17, 2019Updated 7 years 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
- Simulate satellite images from WRF and MPAS model output☆27Nov 24, 2025Updated 8 months ago
- 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- TRMM Radar Software Library (RSL)☆27Feb 19, 2026Updated 5 months ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Feb 21, 2023Updated 3 years ago
- A model for short-term precipitation forecasting based on radar data☆73Jul 4, 2024Updated 2 years ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆16Dec 4, 2023Updated 2 years ago
- Integrating Large Weather Models with Data Assimilation☆25Jun 2, 2024Updated 2 years ago
- Exploring Moving Mnist dataset with forecasting algorithms☆31Apr 12, 2023Updated 3 years ago
- Weather Research and Forecasting (WRF) model with moisture tracers☆37Jun 1, 2024Updated 2 years ago
- TianChi AIEarth Contest Solution☆79Oct 25, 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
- 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.
- A MetNet implementation in Pytorch and fastai☆30Jun 29, 2021Updated 5 years ago
- Radar Doppler velocity dealiasing technique using 3D continuity.☆37Jul 20, 2026Updated last week
- 基于塔顶摄像头的能见度反算项目☆15Feb 22, 2024Updated 2 years ago
- 【奇文股票】股票分析系统--本系统包含数据爬取，指标计算，数据分析，数据展示，复盘回顾，数据预测等功能☆12Mar 20, 2022Updated 4 years ago
- 计算机毕业设计吊打导师hadoop+spark知识图谱股票基金推荐系统 股票基金预测系统 股票基金可视化系统 股票基金数据分析 股票基金大数据 股票基金爬虫 大数据毕设 大数据毕业设计 机器学习 深度学习 人工智能☆12Jul 8, 2023Updated 3 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆57Nov 21, 2021Updated 4 years ago
- Using optical flow & machine learning to predict PV yield☆53Oct 12, 2022Updated 3 years ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆136Sep 18, 2025Updated 10 months ago
- 雷达回波外推，ConvLSTM，训练模型并外推。☆86May 27, 2018Updated 8 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Collections of functions for plotting WRF data☆12Apr 25, 2023Updated 3 years ago
- ☆17Sep 28, 2025Updated 10 months ago
- python library to compute wind speed from GRD SAR images☆15May 12, 2026Updated 2 months ago
- A list of Precipitation Nowcasting papers and related resources.☆193Dec 16, 2024Updated last year
- CEDRIC, SPRINT, PPI, CEDIO, and GRID2PS tools for radar data analysis☆16May 5, 2016Updated 10 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
- Python utils for atmospheric & ocean sciences. Includes tools for popular datasets such as Aeronet, models (WRF, ROMS), satellite retriev…☆12Apr 27, 2026Updated 3 months ago