4-D-Var or ensemble Kalman filter?

A simpler formulation of forecast sensitivity to observations: application to ensemble Kalman filters

article published in 2012

Accelerating assimilation development for new observing systems using EFSO

article

Accelerating the EnKF Spinup for Typhoon Assimilation and Prediction

Accounting for Model Errors in Ensemble Data Assimilation

article

An Advanced Data Assimilation System for the Chesapeake Bay: Performance Evaluation

An ensemble Kalman filter data assimilation system for the martian atmosphere: Implementation and simulation experiments

article

Analysis sensitivity calculation in an ensemble Kalman filter

Application of the WRF-LETKF Data Assimilation System over Southern South America: Sensitivity to Model Physics

Assimilating atmospheric observations into the ocean using strongly coupled ensemble data assimilation

scholarly article

Assimilating the global satellite mapping of precipitation data with the Nonhydrostatic Icosahedral Atmospheric Model (NICAM)

scientific article

Assimilation of TRMM Multisatellite Precipitation Analysis with a Low-Resolution NCEP Global Forecast System

Balance and Ensemble Kalman Filter Localization Techniques

Big Data Assimilation: Real-time 30-second-refresh Heavy Rain Forecast Using Fugaku During Tokyo Olympics and Paralympics

scientific article published on 15 November 2023

Choosing the Optimal Numerical Precision for Data Assimilation in the Presence of Model Error

Comparison of Local Ensemble Transform Kalman Filter, 3DVAR, and 4DVAR in a Quasigeostrophic Model

article

DasPy 1.0 – the Open Source Multivariate Land Data Assimilation Framework in combination with the Community Land Model 4.5

article

Development of the Real‐Time 30‐s‐Update Big Data Assimilation System for Convective Rainfall Prediction With a Phased Array Weather Radar: Description and Preliminary Evaluation

scientific article published in 2022

Effective assimilation of global precipitation: simulation experiments

scholarly article by Guo-Yuan Lien published in July 2013

Ensemble Kalman filter data assimilation of Thermal Emission Spectrometer temperature retrievals into a Mars GCM

scholarly article

Ensemble-based observation impact estimates using the NCEP GFS

article

Estimating and Correcting Global Weather Model Error

article

Estimating and including observation-error correlations in data assimilation

article

Estimating the Impact of Real Observations in Regional Numerical Weather Prediction Using an Ensemble Kalman Filter

article

Estimation of surface carbon fluxes with an advanced data assimilation methodology

scholarly article

Improving the spin-up of regional EnKF for typhoon assimilation and forecasting with Typhoon Sinlaku (2008)

Modeling Sustainability: Population, Inequality, Consumption, and Bidirectional Coupling of the Earth and Human Systems

article

Observation system simulation experiments using water vapor isotope information

scientific article

Online Model Parameter Estimation With Ensemble Data Assimilation in the Real Global Atmosphere: A Case With the Nonhydrostatic Icosahedral Atmospheric Model (NICAM) and the Global Satellite Mapping of Precipitation Data

article

Performance evaluation of a throughput-aware framework for ensemble data assimilation: the case of NICAM-LETKF

scientific article published in 2016

Sensitivity tests for an ensemble Kalman filter for aerosol assimilation

scholarly article

Simultaneous estimation of covariance inflation and observation errors within an ensemble Kalman filter

scholarly article by Hong Li et al published January 2009 in Quarterly Journal of the Royal Meteorological Society

Statistical Properties of Global Precipitation in the NCEP GFS Model and TMPA Observations for Data Assimilation

article

The Challenge of Atmospheric Data Assimilation on Mars

article published in 2017

The local ensemble transform Kalman filter and the running-in-place algorithm applied to a global ocean general circulation model

article

“Variable localization” in an ensemble Kalman filter: Application to the carbon cycle data assimilation

scientific article