DiegoBueso / ROCK-PCALinks
Nonlinear PCA for Spatio-Temporal Analysis of Earth Observation Data
☆12Updated 2 years ago
Alternatives and similar repositories for ROCK-PCA
Users that are interested in ROCK-PCA are comparing it to the libraries listed below
Sorting:
- 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
- ¡AnDA! is a Python library for the Analog Data Assimilation.☆28Updated 3 years ago
- Python code for data assimilation methods☆48Updated 2 years ago
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆33Updated 4 months ago
- Code for neural network parameterization project☆74Updated 5 years ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆57Updated 4 months ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆17Updated 2 years ago
- ☆19Updated 3 weeks ago
- ☆14Updated 4 months ago
- DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.☆29Updated 2 weeks ago
- ☆58Updated last year
- Code for neural network parameterization project☆19Updated last year
- ML Datasets Catalog☆58Updated 2 years ago
- This repository is a resource complementary to the book: Data Assimilation Fundamental: A unified formulation for state and parameter est…☆51Updated 3 months ago
- Shallow water equations solver with finite differences written in Python. Arakawa C-grid, Arakawa and Lamb advection scheme, Shchepetkin …☆48Updated 2 years ago
- This is a repository of my python notebooks that may be of general interest.☆19Updated 5 months ago
- PyDA: A hands-on introduction to dynamical data assimilation with Python☆68Updated 4 years ago
- ☆14Updated 5 years ago
- Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)☆13Updated 2 weeks ago
- For shallow-water Lagrangian particle routing.☆59Updated last month
- Research and experiments for downscaling climate/weather data via generative learning☆34Updated 3 years ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆43Updated 3 years ago
- Core implementation of the 4DVarNet architecture☆26Updated last year
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆39Updated last month
- Notes and practicals for my "Physics of the Climate System" lecture☆27Updated 11 months ago
- Lorenz 1996 two time-scale model for learning machine learning☆52Updated 5 months ago
- TECA, theToolkit for Extreme Climate Analysis, contains a collection of climate anlysis algorithms targetted at extreme event detection a…☆61Updated last week
- Tutorials on data assimilation (DA) and the EnKF☆162Updated 2 months ago
- ☆12Updated 2 years ago
- Code for Sonnewald and Lguensat 2021☆23Updated 2 years ago