雷达回波外推,ConvLSTM,训练模型并外推。
☆87May 27, 2018Updated 7 years ago
Alternatives and similar repositories for ImagesSequencesPredictions
Users that are interested in ImagesSequencesPredictions 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 contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆196Nov 3, 2017Updated 8 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 7 years ago
- Using convlstm to prediction moving mnist dataset.☆22Jul 29, 2018Updated 7 years ago
- ☆47May 14, 2018Updated 7 years ago
- Convolutional LSTM for Precipitation Nowcasting☆60Feb 11, 2018Updated 8 years ago
- 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.
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆115Apr 30, 2019Updated 6 years ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆422Sep 12, 2022Updated 3 years ago
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆228May 4, 2018Updated 7 years ago
- Predict pictures based on ConvLSTM☆20Aug 12, 2020Updated 5 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
- We propose to continuously predict the whole $station \times feature$ map in the next 1 to 48 hours with a convolutional LSTM (ConvLSTM, …☆11Mar 10, 2020Updated 6 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆38Aug 19, 2019Updated 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 5 years ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 3 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Typhoon Prediction☆13Jan 10, 2020Updated 6 years ago
- The Radar Echo Extrapolation Model☆40Jul 6, 2021Updated 4 years ago
- pytorch implemention of trajGRU.☆594Jun 22, 2019Updated 6 years ago
- This procedure is designed to convert csv data file format into LITTLE_R that WRFDA will ingest☆21Dec 23, 2021Updated 4 years ago
- ConvLSTM for short-term precipitation forecasting.☆23Apr 17, 2019Updated 6 years ago
- 佳格天地比赛,时空序列预测,决赛top6方案☆17Jun 18, 2019Updated 6 years ago
- Decode CINRAD (China New Generation Weather Radar) data and visualize.☆421Jan 23, 2026Updated 2 months ago
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆23Dec 15, 2023Updated 2 years 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
- 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.
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Aug 21, 2022Updated 3 years ago
- Machine learning forecast model for WxChallenge☆96Apr 10, 2020Updated 5 years ago
- PredRNN using TensorFlow Keras☆10Oct 18, 2018Updated 7 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆50Mar 15, 2024Updated 2 years ago
- TATHU is a Python package for tracking and analyzing the life cycle of convective systems.☆36Mar 2, 2026Updated 3 weeks ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Mar 17, 2020Updated 6 years ago
- ☆10Jan 12, 2020Updated 6 years ago
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Mar 27, 2020Updated 6 years ago
- Ubuntu docker with CDO, wgrib2, python-gdal, python-netcdf, python-grib installed for meteorology data analysis☆13Nov 21, 2018Updated 7 years ago
- 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.
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆286Mar 13, 2025Updated last year
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆435Oct 13, 2022Updated 3 years ago
- Package for interactive work with the Community Earth System Model☆23Dec 4, 2017Updated 8 years ago
- MetEva aims to provide fast and efficient evaluation and validation methods and processes for weather forecasting products. From numerica…☆201Feb 25, 2026Updated last month
- 读取CMA SA 雷达基数据文件&&球坐标转空间直角坐标☆39Oct 16, 2015Updated 10 years ago
- 2018 Short course for Python at the ASR ARM Meeting☆12Mar 16, 2018Updated 8 years ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆194Oct 9, 2019Updated 6 years ago