qmh1234567 / weather_predictionLinks
气象数据预测
☆39Updated 5 years ago
Alternatives and similar repositories for weather_prediction
Users that are interested in weather_prediction are comparing it to the libraries listed below
Sorting:
- A model for short-term precipitation forecasting based on radar data☆63Updated 11 months ago
- 天池”AI Earth“气象海洋预测竞赛的Topline学习教程☆67Updated 3 years ago
- 气象&海洋数据分析与可视化☆81Updated 2 years ago
- 基于LSTM针对长时序的气温、降水、气压、相对湿度、风速等气象站点数据,对尼洋河径流进行模拟预测☆30Updated 11 months ago
- ConvLSTM for short-term precipitation forecasting.☆22Updated 6 years ago
- Sample data, maps, etc.☆13Updated last year
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆52Updated 2 years ago
- This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGB…☆144Updated 4 years ago
- 2021 “AI Earth”人工智能创新挑战赛 AI助力精准气象和海洋预测☆12Updated 4 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 2 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆52Updated 3 years ago
- Convolutional LSTM for Precipitation Nowcasting☆56Updated 7 years ago
- 水质预测系统,利用机器学习进行水质预测☆85Updated 3 years ago
- ☆19Updated 3 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆42Updated 3 years ago
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆18Updated last year
- 提供气象绘图功能函数, 包括颜色表处理, 屏蔽区域, 添加地图边界, 绘制天气分析图等.☆64Updated last year
- Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations☆71Updated last year
- A NWP precipitation bias correction model based on Unet☆18Updated 2 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated last year
- The Radar Echo Extrapolation Model☆36Updated 3 years ago
- LSTM to predict wind speed☆52Updated 4 years ago
- 数据预处理过程(属性选择, 异常值处理, 归一化, 标准化等)☆63Updated 4 years ago
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆26Updated 4 years ago
- 使用以d3.js为主的库作海洋可视分析☆11Updated last year
- 基于pytorch实现的时间序列预测训练框架,各个部分模块化,方便修改模型。包含时间序列预测模型、训练、验证、测试、可视化、onnx导出、onnx推理。☆48Updated 2 weeks ago
- OLDLee的Python气象应用私教课☆70Updated 3 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.☆33Updated 5 years ago
- Typhoon Prediction☆12Updated 5 years ago
- NOAA - Weather Analysis☆43Updated 6 years ago