enkf

There are 0 repository under enkf topic.

• DAPPER

  nansencenter / DAPPER

  Data Assimilation with Python: a Package for Experimental Research

  data-assimilationenkfkalman-filteringstate-estimationparticle-filterkalmanbayesian-methodsbayesian-filterchaos
  Language:Python 331

• nansencenter / DA-tutorials

  Tutorials on data assimilation (DA) and the EnKF

  data-assimilationenkfkalman-filteringstate-estimationbayesian-methodschaos
  Language:Python 128

• mannyray / KalmanFilter

  Kalman filter sanctuary - including continuous-discrete extended Kalman filter. Bring additional filters here for a bigger collection.

  kalman-filterkalmankalman-filteringkalman-estimatorkalman-trackingestimationestimatorukfekfenkfunscented-kalman-filterensembleparticle-filterextended-kalman-filter
  Language:C++ 45

• sakov / enkf-c

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

  cdata-assimilationenkflarge-scaleoperationalgeophysical
  Language:C 34
• ert

  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

  eclipseenkfertlibecllibresopm
  Language:C 31

• rsyamil / latent-space-data-assimilation-lsda

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

  latent-space-data-assimilationlsdahistory-matchingdimensionality-reductionmultitask-learningkalman-smootherenkfesmda
  Language:Jupyter Notebook 11

• geirev / EnKF_analysis

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

  enkfensemble-kalman-filterkalmankalman-filter
  Language:Fortran 8

• mleprovost / LowRankVortex.jl

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

  data-assimilationelliptic-pdesenkfelliptic-inverse-problemsinformed-dimension-reduction
  Language:Jupyter Notebook 6

• jamezcuae / DA-Var_EnKF

  Tutorials for variational methods and EnKF with Lorenz 1963 and 1996

  enkf3dvar4dvar
  Language:Python 4

• yumengch / pyPDAF

  A Python interface to parallel data assimilation framework - pyPDAF

  data-assimilationenkfvariational-method
  Language:Cython 4

• fgasdia / Imaging-EPP-with-VLF

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

  d-regionenkfionospherevlf
  Language:Julia 3

• TUDelft-DataDrivenControl / WFObs

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

  closed-loopcontroldual-estimationenkfkalman-filteringmodel-calibrationnonlinearstate-estimationukfwfsimwind-farm-control
  Language:Matlab 3

• cd10kfsu / AOSC614_Project-Lorenz63_DA

  Data Assimilation Project with the Lorenz63 Model

  3dvar4dvarenkfensemblehydridletkfnwppredictabilitydata-assimilationnumerical-weather-prediction
  Language:Fortran 2

• 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

  data-assimilationdata-scienceenkflocalization
  Language:Fortran 2

• cd10kfsu / AOSC614_Project

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

  3dvar4dvardata-assimilationenkfletkfnumerical-weather-predictionnwppredictability
  1

• a-azad / Ensemble-Based-Forecasting

  Real time multi-dimensional data modeling with new observations

  data-assimilationenkfforecastingkalmanlearningmodelingreal-timetime-series
  Language:Pascal 0

• 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.

  data-assimilationenkfensemble-kalman-filterparametric-kalman-filterscientific-computingsemi-lagrangian-advectiontransport-equation
  Language:Jupyter Notebook 0

• CA-JunPark / KalmanFilters

  5 types of Kalman Filters and examples.

  examplesgraphkalman-filterplotplotting-in-pythonekfenkfletkfetkfdata-assimilationlorenz-attractorlorenz63lorenz96ensemble-kalman-filterensemble-transform-kalman-filterextened-kalman-filterlocal-ensemble-transform-kalman-filter
  Language:Python 0