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
- A library designed to implement deep learning algorisms to climate data for weather and climate prediction.☆20Updated 2 years ago
- Typhoon Prediction☆12Updated 5 years ago
- ConvLSTM for short-term precipitation forecasting.☆21Updated 5 years ago
- Some very simple meteorology function written in python;几个简单的气象相关的函数☆16Updated 10 months ago
- A NWP precipitation bias correction model based on Unet☆18Updated 2 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆21Updated 4 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆33Updated 2 years ago
- 气象数据分析代码和部分数据☆9Updated 6 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆11Updated 3 years ago
- Visualize Himawari-8 satellite data☆15Updated 2 years ago
- pre- and post- processors for CAMx, CMAQ, GEOS-Chem, etc☆17Updated 6 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
- U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).☆12Updated 4 years ago
- Today satellites provide a surface signature of the temperature with a high spatial frequency: ie a good horizontal resolution but a low …☆13Updated 5 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆32Updated 2 years ago
- CNN based wind speed estimation of tropical cyclones based on IR/WV satellite imagery☆13Updated 6 years ago
- A Baseline of Typhoon Prediction☆50Updated last year
- Convolutional LSTM for Precipitation Nowcasting☆56Updated 7 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated last year
- Extension of ConvLSTM and Time-LSTM for irregularly spaced images, appropriate for Remote Sensing☆20Updated 4 years ago
- 佳格天地比赛，时空序列预测，决赛top6方案☆17Updated 5 years ago
- NMC集合预报工具箱数据后处理程序以及前端界面程序.☆19Updated 4 years ago
- public codes for fusing CNN networks☆22Updated 5 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆19Updated last year
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆15Updated last year
- Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms☆24Updated 4 years ago
- Predicting weather by machine learning.☆14Updated 4 years ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Updated 2 years ago
- Machine learning based methods for satellite precipitation downscaling☆14Updated 8 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆22Updated 6 years ago