CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images
☆227May 4, 2018Updated 8 years ago
Alternatives and similar repositories for CIKM-Cup-2017
Users that are interested in CIKM-Cup-2017 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆34Sep 4, 2017Updated 8 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
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆424Sep 12, 2022Updated 3 years ago
- Machine learning forecast model for WxChallenge☆96Apr 10, 2020Updated 6 years ago
- pytorch implemention of trajGRU.☆594Jun 22, 2019Updated 6 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆197Nov 3, 2017Updated 8 years ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆195Oct 9, 2019Updated 6 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆286Apr 11, 2026Updated 3 weeks ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆21Jul 5, 2018Updated 7 years ago
- 雷达回波外推，ConvLSTM，训练模型并外推。☆86May 27, 2018Updated 7 years ago
- The China Weather Radar Toolkit, support most of China's radar formats(WSR98D, CINRAD/SA/SB/CB, CINRAD/CC/CCJ, CINRAD/SC/CD)☆242Apr 9, 2026Updated last month
- Use machine learning model for intense rainfall prediction. 基于深度学习的天气预报系统研究应用☆12Nov 7, 2020Updated 5 years ago
- Decode CINRAD (China New Generation Weather Radar) data and visualize.☆425Jan 23, 2026Updated 3 months ago
- 高级的、易用的 Micaps 在线数据读取包☆17Jun 12, 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.
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆161Apr 24, 2020Updated 6 years ago
- 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
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆147Jun 1, 2021Updated 4 years ago
- CINRAD basic data read and process. Draw PPI, RHI, CAPPI, volume rendering and several 3D model of basic data.☆100Jul 27, 2018Updated 7 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 7 years ago
- A model for short-term precipitation forecasting based on radar data☆73Jul 4, 2024Updated last year
- 处理雷达数据的matlab程序包☆55Mar 18, 2020Updated 6 years ago
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆116Apr 30, 2019Updated 7 years ago
- 📡 Process meteorological radar data. 📡☆20Sep 6, 2021Updated 4 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.
- 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
- Code release to showcase potential usages of TAASRAD19 Dataset☆48Oct 14, 2021Updated 4 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Sep 20, 2023Updated 2 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆50Mar 15, 2024Updated 2 years ago
- End-to-end machine-learning library for predicting thunderstorm hazards.☆35Sep 16, 2025Updated 7 months ago
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆127Oct 9, 2019Updated 6 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆287Apr 27, 2026Updated last week
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆56Nov 21, 2021Updated 4 years ago
- Jupyter-notebooks of nowcasting precipitation☆11Nov 5, 2019Updated 6 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.
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆156Nov 8, 2019Updated 6 years ago
- TITAN system within LROSE☆73Updated this week
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆97Oct 22, 2020Updated 5 years ago
- A module of independent functions to do precipitation retrievals from polarimetric radar data☆100Feb 19, 2026Updated 2 months ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆523Nov 4, 2023Updated 2 years ago
- Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019☆94Mar 24, 2023Updated 3 years ago
- ☆10Nov 18, 2021Updated 4 years ago