julianmack / Data_AssimilationLinks
MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19
☆40Updated 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
Sorting:
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆42Updated 4 years ago
- ☆32Updated 5 years ago
- PyDA: A hands-on introduction to dynamical data assimilation with Python☆75Updated 5 years ago
- Profile Classification Modelling (PCM) is an ocean data analysis method based on un-supervised classification of vertical profiles☆22Updated 6 years ago
- public codes for fusing CNN networks☆23Updated 5 years ago
- A Barotropic Primitive Equation Model☆30Updated 4 years ago
- A NWP precipitation bias correction model based on Unet☆19Updated 3 years ago
- CNN based ENSO all season forecast model☆19Updated last year
- Tools for deep learning and ensemble forecasting☆13Updated 7 years ago
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆49Updated 7 years ago
- Implementation of Steiner and Smith Radar Quality-control algorithm☆18Updated 9 years ago
- Shallow water equations solver with finite differences written in Python. Arakawa C-grid, Arakawa and Lamb advection scheme, Shchepetkin …☆49Updated 2 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- Python code for data assimilation methods☆52Updated 2 years ago
- ☆39Updated 4 years ago
- A numerical model of atmospheric general circulation on the tropical beta-plane based on the Gill 1980 paper.☆16Updated 3 years ago
- Compute streamfunction, velocity potential and helmholtz decomposition from non-global wind data☆18Updated 5 years ago
- El nino forecast based on a few machine learning methods☆24Updated 9 years ago
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆40Updated 5 months ago
- ☆14Updated last year
- A collection of Python scripts for running WRF with the DART data assimilation system☆31Updated 2 years ago
- Machine learning emulators for microphysical processes.☆14Updated 7 months ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- ☆40Updated 4 years ago
- ¡AnDA! is a Python library for the Analog Data Assimilation.☆28Updated 3 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- ☆14Updated 5 years ago
- Tutorials on data assimilation (DA) and the EnKF☆176Updated 2 weeks ago
- Code for neural network parameterization project☆76Updated 5 years ago
- Lorenz 96 model with GAN parameterization of unresolved scale (Y).☆37Updated 5 years ago