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Parameter Estimation Using a Particle Method: Inferring Mixing Coefficients from Sea Level Observations
Publisher: American Meteorological Society
Abstract: This paper presents a first attempt to estimate mixing parameters from sea level observations using a particle method based on importance sampling. The method is applied to an ensemble of 128 members of model simulations ...
Impact of Sea Level Assimilation on Salinity Variability in the Western Equatorial Pacific
Publisher: American Meteorological Society
Abstract: In the primitive equation model for the tropical Pacific at the National Centers for Environmental Prediction, subsurface temperature observations are assimilated. The addition of TOPEX/Poseidon sea level observations to ...
Adjustment of Near-Equatorial Wind Stress with Four-Dimensional Variational Data Assimilation in a Model of the Pacific Ocean
Publisher: American Meteorological Society
Abstract: A four-dimensional variational scheme is described in which ocean observations are assimilated into an ocean general circulation model using wind stress forcing fields as control variables. Idealized (?twin?) experiments ...
Use of Sea Level Observations to Estimate Salinity Variability in the Tropical Pacific
Publisher: American Meteorological Society
Abstract: The equatorial sea level analysis of the National Centers for Environmental Predictions deviates by as much as 8 cm from independent TOPEX/Poseidon (T/P) observations. This may be due to the model?s underestimation of ...
Iterative Ensemble Smoothers for Data Assimilation in Coupled Nonlinear Multiscale Models
Publisher: American Meteorological Society
Balanced Ocean-Data Assimilation near the Equator
Publisher: American Meteorological Society
Abstract: The question is addressed whether using unbalanced updates in ocean-data assimilation schemes for seasonal forecasting systems can result in a relatively poor simulation of zonal currents. An assimilation scheme, where ...
Balanced Ocean-Data Assimilation near the Equator
Publisher: American Meteorological Society
Abstract: The question is addressed whether using unbalanced updates in ocean-data assimilation schemes for seasonal forecasting systems can result in a relatively poor simulation of zonal currents. An assimilation scheme, where ...