Alternatives and similar repositories for data-assimilation

Users that are interested in data-assimilation are comparing it to the libraries listed below

• geirev / Data-Assimilation-Fundamentals
  This repository is a resource complementary to the book: Data Assimilation Fundamental: A unified formulation for state and parameter est…
  ☆52Updated 6 months ago
• nansencenter / DA-tutorials
  Tutorials on data assimilation (DA) and the EnKF
  ☆176Updated 3 weeks ago
• Shady-Ahmed / PyDA
  PyDA: A hands-on introduction to dynamical data assimilation with Python
  ☆73Updated 4 years ago
• ecosme38 / Data-Assimilation-Notebooks
  ☆58Updated last year
• milankl / swm
  Shallow water equations solver with finite differences written in Python. Arakawa C-grid, Arakawa and Lamb advection scheme, Shchepetkin …
  ☆48Updated 2 years ago
• OpenDA-Association / OpenDA
  Open data assimilation toolbox
  ☆93Updated last week
• ocean-data-challenges / 2020a_SSH_mapping_NATL60
  A challenge on the mapping of satellite altimeter sea surface height data organised by MEOM@IGE, Ocean-Next and CLS.
  ☆38Updated 2 years ago
• Climdyn / qgs
  A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.
  ☆40Updated 4 months ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆19Updated 2 years ago
• zhonghua-zheng / pyEOF
  pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python
  ☆42Updated 4 years ago
• ptandeo / AnDA
  ¡AnDA! is a Python library for the Analog Data Assimilation.
  ☆28Updated 3 years ago
• nansencenter / NEDAS
  NERSC Ensemble Data Assimilation System
  ☆13Updated 3 weeks ago
• TomBolton / DeepEddy
  Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…
  ☆49Updated 6 years ago
• PDAF / PDAF
  Parallel Data Assimilation Framework
  ☆36Updated last month
• chadagreene / Tide-Model-Driver
  Tide Model Driver for MATLAB, version 3.0
  ☆35Updated 5 months ago
• pwcazenave / fvcom-toolbox
  Fork of the fvcom-toolbox (original available at https://github.com/GeoffCowles/fvcom-toolbox)
  ☆49Updated 3 years ago
• miniufo / xinvert
  Invert geophysical fluid dynamic problems (elliptic partial differential equations) using SOR iteration method.
  ☆57Updated 7 months ago
• m2lines / L96_demo
  Lorenz 1996 two time-scale model for learning machine learning
  ☆56Updated 3 weeks ago
• mandli / surge-examples
  Storm surge simulation examples for GeoClaw.
  ☆17Updated 4 months ago
• drsteve / PyForecastTools
  Forecast Verification/Validation Tools in Python
  ☆35Updated 2 years ago
• wenfanwu / get_hycom_online
  A MATLAB function to download hycom data easily
  ☆16Updated last month
• mjacox / MHW_Forecasts
  matlab code used for analysis in Jacox et al. 2022
  ☆12Updated 3 years ago
• jamesp / shallowwater
  Shallow Water Equations in Python
  ☆44Updated 6 years ago
• NCAR / iCESM1.2
  Isotope-enabled CESM1.2
  ☆24Updated 5 years ago
• TRACMASS / Tracmass
  Lagrangian particle tracking code (version 7).
  ☆20Updated last week
• ai2es / WAF_ML_Tutorial_Part1
  Python code to assist in familiarizing meteorologists with machine learning
  ☆60Updated 2 years ago
• skaderli / WaveBreaking
  Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.
  ☆37Updated 11 months ago
• maikejulie / DNN4Cli
  Code for Sonnewald and Lguensat 2021
  ☆24Updated 2 years ago
• passaH2O / dorado
  For shallow-water Lagrangian particle routing.
  ☆60Updated 2 months ago
• adekunleoajayi / powerspec
  A python package for estimating wavenumber spectral density, flux, and coherence of two-dimensional oceanic fields.
  ☆19Updated 5 years ago