Python code for data assimilation methods
☆54Feb 7, 2023Updated 3 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:
- Data Assimilation with Python: a Package for Experimental Research☆398Feb 19, 2026Updated last month
- Tutorials on data assimilation (DA) and the EnKF☆185Dec 5, 2025Updated 3 months ago
- Code for the paper "Auto differentiable Ensemble Kalman Filters" (https://arxiv.org/abs/2107.07687), accepted for publication in SIAM Jou…☆36May 9, 2022Updated 3 years ago
- CMake build configuration for JEDI-MPAS application☆16Apr 1, 2025Updated 11 months ago
- Open data assimilation toolbox☆98Mar 12, 2026Updated last week
- PyDA: A hands-on introduction to dynamical data assimilation with Python☆77Nov 29, 2020Updated 5 years ago
- MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19☆44Jan 7, 2021Updated 5 years ago
- Plots OCO-2 lite file data on MODIS imagery☆14Feb 23, 2025Updated last year
- This repository is a resource complementary to the book: Data Assimilation Fundamental: A unified formulation for state and parameter est…☆54Apr 17, 2025Updated 11 months ago
- ☆62Jan 9, 2024Updated 2 years ago
- Code repository for paper: An ensemble score filter for tracking high-dimensional nonlinear dynamical systems☆20Nov 5, 2024Updated last year
- Software Repository accompanying the paper "Ensemble Kalman Filter optimizing Deep NeuralNetworks: An alternative approach to non-perform…☆11Jan 24, 2022Updated 4 years ago
- Efficient SDE samplers including Gaussian-based probabilistic solvers. Written in JAX.☆10Feb 8, 2025Updated last year
- GPFlow based implementation of temporal parallellization of state space GPs☆16Sep 8, 2022Updated 3 years ago
- Experiments demonstrating coupled online learning for machine learning parameterizations☆22Mar 25, 2023Updated 2 years ago
- Content from the NASA Earthdata webinar presented by ORNL DAAC in September 2019.☆11Sep 30, 2020Updated 5 years ago
- Data Assimilation Research Testbed☆245Updated this week
- Gradient-informed particle MCMC methods☆12Jan 29, 2024Updated 2 years ago
- The Local Ensemble Transform Kalman Filter (LETKF) data assimilation package for the SCALE-RM weather model☆10Sep 30, 2021Updated 4 years ago
- Chirp instantaneous frequency estimation using stochastic differential equation Gaussian processes☆13Oct 30, 2024Updated last year
- Matlab library of data assimilation methods☆18Apr 13, 2016Updated 9 years ago
- A NWP precipitation bias correction model based on Unet☆19Sep 22, 2022Updated 3 years ago
- Regional Ocean Forecasting with Hierarchical Graph Neural Networks☆20Aug 7, 2025Updated 7 months ago
- Repository for the new stand-alone GEN_BE capability for WRFDA.☆15Mar 17, 2022Updated 4 years ago
- ☆32Oct 4, 2020Updated 5 years ago
- Gridded Meteorological Ensemble Tool☆16Feb 23, 2023Updated 3 years ago
- A generic library for linear and non-linear Gaussian smoothing problems. The code leverages JAX and implements several linearization algo…☆13Dec 4, 2024Updated last year
- ☆19Jan 21, 2025Updated last year
- Script for matching space-borne radar and ground radar (cross-validation code).☆12Apr 19, 2020Updated 5 years ago
- Scripts for controlling DA workflows with MPAS-Model and mpas-bundle☆25Updated this week
- Python Turbulence Detection Algorithm (PyTDA)☆12Jul 31, 2019Updated 6 years ago
- Parallel Data Assimilation Framework (this is the release repository, thus expect only updates when we prepare a new release)☆43Sep 1, 2025Updated 6 months ago
- A lightweight interface for working with the Weather Research and Forecasting (WRF) model output in Xarray.☆67Mar 3, 2026Updated 2 weeks ago
- MODIS Assimilation and Processing Engine☆30Oct 7, 2025Updated 5 months ago
- Airborne Weather Observations Toolkit - A python-based package☆16Oct 28, 2020Updated 5 years ago
- Python Radar Data Processing☆54Feb 23, 2026Updated 3 weeks ago
- Global Data Assimilation System Application☆24Updated this week
- Flood Mapping Intercomparison☆17Nov 5, 2025Updated 4 months ago
- The 4DVar data assimilation technique implemented with the Lorenz '63 model☆11Dec 12, 2017Updated 8 years ago