CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images
☆228May 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:
- CIKM AnalytiCup 2017 is an open competition that is sponsored by Shenzhen Meteorological Bureau, Alibaba Group and CIKM2017. Our team got…☆89Dec 11, 2017Updated 8 years ago
- ☆35Sep 4, 2017Updated 9 years ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆431Sep 12, 2022Updated 4 years ago
- Machine learning forecast model for WxChallenge☆97Apr 10, 2020Updated 6 years ago
- pytorch implemention of trajGRU.☆604Jun 22, 2019Updated 7 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.
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆296Oct 26, 2026Updated last week
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆198Nov 3, 2017Updated 9 years ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆197Oct 9, 2019Updated 7 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
- 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 6 years ago
- Convolutional LSTM CNN for Rain predication. Customzied for CIKM2017 dataset☆10Mar 1, 2022Updated 4 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)☆254Sep 17, 2026Updated last month
- 雷达回波外推,ConvLSTM,训练模型并外推。☆88May 27, 2018Updated 8 years ago
- Decode CINRAD (China New Generation Weather Radar) data and visualize.☆443Jun 26, 2026Updated 4 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 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
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆156Jun 1, 2021Updated 5 years ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆163Apr 24, 2020Updated 6 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
- 高级的、易用的 Micaps 在线数据读取包☆18Jun 12, 2025Updated last year
- CEDRIC, SPRINT, PPI, CEDIO, and GRID2PS tools for radar data analysis☆16May 5, 2016Updated 10 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆157Nov 8, 2019Updated 6 years 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
- End-to-end machine-learning library for predicting thunderstorm hazards.☆35Sep 22, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆10Jul 4, 2019Updated 7 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆103Oct 22, 2020Updated 6 years ago
- weather radar data processing - python package☆323Oct 30, 2026Updated last week
- CINRAD basic data read and process. Draw PPI, RHI, CAPPI, volume rendering and several 3D model of basic data.☆101Jul 27, 2018Updated 8 years ago
- Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability …☆74Feb 10, 2024Updated 2 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 8 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆50Oct 14, 2021Updated 5 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆50Mar 15, 2024Updated 2 years ago
- 处理雷达数据的matlab程序包☆56Mar 18, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Script for matching space-borne radar and ground radar (cross-validation code).☆12Apr 19, 2020Updated 6 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15May 4, 2021Updated 5 years ago
- TITAN system within LROSE☆76Oct 27, 2026Updated last week
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆531Nov 4, 2023Updated 3 years ago
- A model for short-term precipitation forecasting based on radar data☆75Jul 4, 2024Updated 2 years ago
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆272Oct 9, 2019Updated 7 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