Aneesh C. Subramanian

Enhancing ensemble data assimilation into one-way-coupled models with one-step-ahead smoothing

This study investigates the filtering problem with one-way coupled (OWC) state-space systems, for which the joint ensemble Kalman filter (EnKF) is the standard solution. In this …

naila-f.-raboudi

Tropical climate variability in the Community Earth System Model: Data Assimilation Research Testbed

A new prototype coupled ocean-atmosphere Ensemble Kalman Filter reanalysis product, the Community Earth System Model using the Data Assimilation Research Testbed (CESM-DART), is …

jonathan-eliashiv

Machine Learning for Stochastic Parameterization: Generative Adversarial Networks in the Lorenz `96 Model

Stochastic parameterizations account for uncertainty in the representation of unresolved subgrid processes by sampling from the distribution of possible subgrid forcings. Some …

ii-gagne

How Does El Nino-Southern Oscillation Change Under Global Warming-A First Look at CMIP6

The latest generation of coupled models, the sixth Coupled Models Intercomparison Project (CMIP6), is used to study the changes in the El Nino-Southern Oscillation (ENSO) in a …

hege-beate-fredriksen

Forecast Errors and Uncertainties in Atmospheric Rivers

A key aim of observational campaigns is to sample atmosphere-ocean phenomena to improve understanding of these phenomena, and in turn, numerical weather prediction. In early …

david-a.-lavers

Estimation and prediction of the upper ocean circulation in the Bay of Bengal

The upper ocean stratification and circulation in the Bay of Bengal (BOB) plays a key role in the northward propagating monsoon intraseasonal oscillation during the months of …

ganesh-gopalakrishnan

A Reliability Budget Analysis of CESM-DART

A reliability budget is used to diagnose potential sources of error (departure from observations) in a new prototype coupled ocean-atmosphere ensemble Kalman filter reanalysis …

jonathan-eliashiv

SKRIPS v1.0: a regional coupled ocean-atmosphere modeling framework (MITgcm-WRF) using ESMF/NUOPC, description and preliminary results for the Red Sea

A new regional coupled ocean-atmosphere model is developed and its implementation is presented in this paper. The coupled model is based on two open-source community model …

rui-sun

Predictability of US West Coast Ocean Temperatures is not solely due to ENSO

The causes of the extreme and persistent warming in the Northeast Pacific from the winter of 2013/14 to that of 2014/15 are still not fully understood. While global warming may …

antonietta-capotondi