Search
Now showing items 1-8 of 8
Exploring Practical Estimates of the Ensemble Size Necessary for Particle Filters
Publisher: American Meteorological Society
Abstract: article filtering methods for data assimilation may suffer from the ?curse of dimensionality,? where the required ensemble size grows rapidly as the dimension increases. It would, therefore, be useful to know a priori ...
A Hybrid Particle–Ensemble Kalman Filter for Lagrangian Data Assimilation
Publisher: American Meteorological Society
Abstract: agrangian measurements from passive ocean instruments provide a useful source of data for estimating and forecasting the ocean?s state (velocity field, salinity field, etc.). However, trajectories from these instruments ...
Sensitivities of the NCEP Global Forecast System
Publisher: American Meteorological Society
Abstract: AbstractAn important issue in developing a forecast system is its sensitivity to additional observations for improving initial conditions, to the data assimilation (DA) method used, and to improvements in the forecast ...
Road Map for the Next Decade of Earth System Reanalysis in the United States
Publisher: American Meteorological Society
Road Map for the Next Decade of Earth System Reanalysis in the United States
Publisher: American Meteorological Society
What Is the Impact of Additional Tropical Observations on a Modern Data Assimilation System?
Publisher: American Meteorological Society
Abstract: AbstractGiven the network of satellite and aircraft observations around the globe, do additional in situ observations impact analyses within a global forecast system? Despite the dense observational network at many levels ...
Uncertainties in Ocean Latent Heat Flux Variations over Recent Decades in Satellite-Based Estimates and Reduced Observation Reanalyses
Publisher: American Meteorological Society
Abstract: Four state-of-the-art satellite-based estimates of ocean surface latent heat fluxes (LHFs) extending over three decades are analyzed, focusing on the interannual variability and trends of near-global averages and regional ...
Advancing Science and Services during the 2015/16 El Niño: The NOAA El Niño Rapid Response Field Campaign
Publisher: American Meteorological Society
Abstract: AbstractForecasts by mid-2015 for a strong El Niño during winter 2015/16 presented an exceptional scientific opportunity to accelerate advances in understanding and predictions of an extreme climate event and its impacts ...
CSV
RIS