KrisCheng / Deep4Cli
using deeplearning methods for climate prediction.
☆8Updated 5 years ago
Alternatives and similar repositories for Deep4Cli:
Users that are interested in Deep4Cli are comparing it to the libraries listed below
- Typhoon Prediction☆12Updated 5 years ago
- CNN for climate forecast☆88Updated 9 months ago
- 佳格天地比赛,时空序列预测,决赛top6方案☆17Updated 5 years ago
- ConvLSTM for short-term precipitation forecasting.☆21Updated 5 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, …☆11Updated 5 years ago
- A library designed to implement deep learning algorisms to climate data for weather and climate prediction.☆20Updated 2 years ago
- A model for short-term precipitation forecasting based on radar data☆60Updated 8 months ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆33Updated 2 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆51Updated last year
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆17Updated 3 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆21Updated 4 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- An implementation of tensorflow-based TrajGRU model☆24Updated 5 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆32Updated 2 years ago
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- Extension of ConvLSTM and Time-LSTM for irregularly spaced images, appropriate for Remote Sensing☆20Updated 4 years ago
- Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic☆14Updated 3 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Updated 6 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆11Updated 3 years ago
- Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology…☆18Updated 2 years ago
- Convolutional LSTM for Precipitation Nowcasting☆56Updated 7 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated last year
- public codes for fusing CNN networks☆22Updated 5 years ago
- ☆18Updated 3 years ago
- Visualize Himawari-8 satellite data☆15Updated 2 years ago
- a CIMISS client for Python☆13Updated 4 years ago
- plot function by Longhao Wang☆33Updated last year
- 读取FY4A的所有产品☆33Updated 3 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 3 years ago
- Spatial interpolation of point Tair data from private weather stations using a Random Forest model with satellite and other predictor dat…☆11Updated 3 years ago