enkf 开源项目推荐（21 个）

nansencenter /DAPPER

Data Assimilation with Python: a Package for Experimental Research

nansencenter /DA-tutorials

Tutorials on data assimilation (DA) and the EnKF

mannyray /KalmanFilter

卡尔曼滤波器庇护所——包括连续离散扩展卡尔曼滤波器。带上更多筛选器，可以获得更大的收藏。

sakov /enkf-c

EnKF code for DA with large-scale layered geophysical models.

Ensembles /ert

Ert has been split into three repositories, libecl, libres, and ert, and now lives at Equinor's GitHub organization — https://github.com/equinor/libecl | https://github.com/equinor/libres | https://github.com/equinor/ert

yumengch /pyPDAF

A Python interface to parallel data assimilation framework - pyPDAF

rsyamil /latent-space-data-assimilation-lsda

Ensemble-based history matching method with latent-space proxy model for nonlinear forward model and non-Gaussian models.

geirev /EnKF_analysis

EnKF analysis routines in Fortran 90. Stochastich and SQRT formulations with subspace inversion.

jamezcuae /DA-Var_EnKF

Tutorials for variational methods and EnKF with Lorenz 1963 and 1996

mleprovost /LowRankVortex.jl

A companion repository to "A low-rank ensemble Kalman filter for elliptic observations" by Le Provost et al. (2022)

CA-JunPark /KalmanFilters

5 types of Kalman Filters and examples.

cd10kfsu /AOSC614_Project-Lorenz63_DA

Data Assimilation Project with the Lorenz63 Model

fgasdia /Imaging-EPP-with-VLF

Code used for the paper "A Method for Imaging Energetic Particle Precipitation with Subionospheric VLF Signals"

enino84 /AMLCS

⌨️ Nino-Ruiz, E.D., & Consuegra Ortega (2023) AMLCS-DA: A data assimilation package in Python for Atmospheric General Circulation Models. SoftwareX, Elsevier, 1– 10. Available from: https://doi.org/10.1016/j.softx.2023.101374

TUDelft-DataDrivenControl /WFObs

A collection of time-efficient state estimation algorithms for the medium-fidelity WindFarmSimulator (WFSim) control model

cd10kfsu /AOSC614_Project

the hub for all the computational projects related to NWP, DA, and predictability

evgeni-g-georgiev /sparse_paleoclimate_field_reconstruction

Paleoclimate data assimilation with MTA-HGAOEnKF: a spatially complete reconstruction of Dansgaard–Oeschger temperature fields across Marine Isotope Stage 3. MSc thesis, Imperial College London.

antoineperrot /spherical-advection

This repo is work done for fun on trying to apply the parametric Kalman Filter (Pannekoucke et al. 2016) on the sphere for a transport equation.

ahmaddroobi99 /local_wccm

MATLAB barotropic Lagrangian DA filter: tracers, spectral QG-style model, EnKF-family run, spectra. MSc working copy.

a-azad /Ensemble-Based-Forecasting

Real time multi-dimensional data modeling with new observations