julianmack / Data_Assimilation
MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19
☆38Updated 4 years ago
Alternatives and similar repositories for Data_Assimilation:
Users that are interested in Data_Assimilation are comparing it to the libraries listed below
- ☆39Updated 3 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆66Updated 3 years ago
- Regularized Adversarial Domain Adaptation -- data-driven correction of climate model biases☆11Updated 2 years ago
- CNN based ENSO all season forecast model☆17Updated 5 months ago
- ☆40Updated 3 years ago
- A collection of Python scripts for running WRF with the DART data assimilation system☆29Updated last year
- A Barotropic Primitive Equation Model☆30Updated 4 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆90Updated last year
- ☆21Updated 7 months ago
- A NWP precipitation bias correction model based on Unet☆18Updated 2 years ago
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆38Updated 3 months ago
- public codes for fusing CNN networks☆22Updated 4 years ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆43Updated 3 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆23Updated last year
- 2021年统计后处理培训教程.☆18Updated 3 years ago
- Python code for MWR paper 'Using Artificial Neural Networks for Generating Probabilistic Subseasonal Precipitation Forecasts over Califor…☆13Updated 4 years ago
- ☆47Updated 8 months ago
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆48Updated 6 years ago
- Python scripts for caculating the Wave-Activity Flux derived by Takaya and Nakamura (JAS,2001)☆40Updated 4 years ago
- Use Deep Learning in Data Assimilation☆31Updated last week
- NMC集合预报工具箱数据后处理程序以及前端界面程序.☆18Updated 3 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated last year
- Beta for Pangeo Postprocessing☆16Updated 4 years ago
- Awesome paper about AI for atmosphere science and oceanography☆27Updated last year
- Implementation of Steiner and Smith Radar Quality-control algorithm☆18Updated 8 years ago
- The purpose of this project is to test different data assimilation (DA) algorithms, ensemble, variational and hybrid, on simple Lorenz mo…☆12Updated last year
- ☆18Updated 9 months ago
- AI Challenges based on the SEVIR weather dataset☆42Updated 3 years ago
- Multivariable Integrated Evaluation Tool☆15Updated 11 months ago