DiegoBueso / ROCK-PCA
Nonlinear PCA for Spatio-Temporal Analysis of Earth Observation Data
☆13Updated last year
Related projects ⓘ
Alternatives and complementary repositories for ROCK-PCA
- ¡AnDA! is a Python library for the Analog Data Assimilation.☆27Updated 2 years ago
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns☆12Updated 6 years ago
- Python code for data assimilation methods☆44Updated last year
- A Python package for Climate Field Reconstruction☆15Updated last week
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆20Updated 2 months ago
- Code for Sonnewald and Lguensat 2021☆21Updated last year
- Lorenz 1996 two time-scale model for learning machine learning☆36Updated this week
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆15Updated 2 years ago
- PyDA: A hands-on introduction to dynamical data assimilation with Python☆62Updated 3 years ago
- ☆14Updated 4 years ago
- OCNG/ATMO 677 Geophysical Data Assimilation☆13Updated 8 years ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆42Updated 3 years ago
- Global machine learning glacier mass balance model, capable of assimilating all sources of glaciological and remote sensing data☆17Updated 2 weeks ago
- matlab code used for analysis in Jacox et al. 2022☆10Updated 2 years ago
- Shallow water equations solver with finite differences written in Python. Arakawa C-grid, Arakawa and Lamb advection scheme, Shchepetkin …☆43Updated last year
- Code for neural network parameterization project☆16Updated last year
- 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 package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆11Updated 2 years ago
- Lagrangian modelling framework☆14Updated 3 weeks ago
- Storm surge simulation examples for GeoClaw.☆14Updated 3 weeks ago
- Tutorial to learn how to train different machine learning methods to model glacier mass balance.☆22Updated 2 months ago
- Easily grab weather station data from around the globe (e.g. GHCN)☆26Updated last year
- This repository contains scripts to apply the MTM-SVD analysis method to climate data and model outputs. It is a direct adaptation of the…☆14Updated 4 years ago
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 4 years ago
- WAVI ice sheet model☆28Updated last week
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆36Updated last month
- ☆11Updated 2 years ago
- A challenge on the mapping of satellite altimeter sea surface height data organised by MEOM@IGE, Ocean-Next and CLS.☆35Updated last year
- Package for fitting Gaussian Process Emulators to multiple output computer simulation results.☆47Updated last year
- Xscale a library of multi-dimensional signal processing tools using parallel computing☆25Updated 5 years ago