selected publications
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journal article
- Temporal Subsampling Diminishes Small Spatial Scales in Recurrent Neural Network Emulators of Geophysical Turbulence. Journal of Advances in Modeling Earth Systems. 2023
- Classification of tall tower meteorological variables and forecasting wind speeds in Columbia, Missouri. Renewable Energy. 2023
- Constraining chaos: Enforcing dynamical invariants in the training of reservoir computers. Chaos: an interdisciplinary journal of nonlinear science. 2023
- Improvements of Lagrangian Data Assimilation Tested in the Gulf of Mexico. Monthly Weather Review. 1927-1936. 2023
- Ensemble-based data assimilation of significant wave height from Sofar Spotters and satellite altimeters with a global operational wave model. Ocean Modelling. 2023
- Developing an Observing Air-Sea Interactions Strategy (OASIS) for the global ocean. ICES Journal of Marine Science: journal du conseil. 367-373. 2023
- Correcting Systematic and State-Dependent Errors in the NOAA FV3-GFS Using Neural Networks. Journal of Advances in Modeling Earth Systems. 2022
- A systematic exploration of reservoir computing for forecasting complex spatiotemporal dynamics. Neural Networks. 530-552. 2022
- A Comparison of Hybrid-Gain Versus Hybrid-Covariance Data Assimilation for Global NWP. Journal of Advances in Modeling Earth Systems. 2022
- Subseasonal Forecast Skill Improvement From Strongly Coupled Data Assimilation With a Linear Inverse Model. Geophysical Research Letters. 2022
- Identifying Efficient Ensemble Perturbations for Initializing Subseasonal-To-Seasonal Prediction. Journal of Advances in Modeling Earth Systems. 2022
- Impacts of the Lagrangian Data Assimilation of Surface Drifters on Estimating Ocean Circulation during the Gulf of Mexico Grand Lagrangian Deployment. Monthly Weather Review. 949-965. 2022
- Integrating Recurrent Neural Networks With Data Assimilation for Scalable Data-Driven State Estimation. Journal of Advances in Modeling Earth Systems. 2022
- A Regional Hybrid Gain Data Assimilation System and Preliminary Evaluation Based on Radio Occultation Reflectivity Assimilation. SOLA. 33-40. 2022
- Robust forecasting using predictive generalized synchronization in reservoir computing. Chaos: an interdisciplinary journal of nonlinear science. 2021
- Integrating recurrent neural networks with data assimilation for scalable data-driven state estimation 2021
- Identifying efficient ensemble perturbations for initializing subseasonal-to-seasonal prediction 2021
- Outlook for Exploiting Artificial Intelligence in the Earth and Environmental Sciences. Bulletin of the American Meteorological Society. E1016-E1032. 2021
- Best Practice Strategies for Process Studies Designed to Improve Climate Modeling. Bulletin of the American Meteorological Society. E1842-E1850. 2020
- Hybrid Gain Data Assimilation Using Variational Corrections in the Subspace Orthogonal to the Ensemble. Monthly Weather Review. 2331-2350. 2020
- Improving NCEP's global-scale wave ensemble averages using neural networks. Ocean Modelling. 2020
- Global assessments of the NCEP Ensemble Forecast System using altimeter data. Ocean Dynamics: theoretical, computational oceanography and monitoring. 405-419. 2020
- Lagrangian Data Assimilation of Surface Drifters in a Double-Gyre Ocean Model Using the Local Ensemble Transform Kalman Filter. Monthly Weather Review. 4533-4551. 2019
- Editorial for the Special Issue "Assimilation of Remote Sensing Data into Earth System Models". Remote Sensing. 2019
- Ocean Observations to Improve Our Understanding, Modeling, and Forecasting of Subseasonal-to-Seasonal Variability. Frontiers in Marine Science. 2019
- Ocean Reanalyses: Recent Advances and Unsolved Challenges. Frontiers in Marine Science. 2019
- Observational Needs for Improving Ocean and Coupled Reanalysis, S2S Prediction, and Decadal Prediction. Frontiers in Marine Science. 2019
- Strongly Coupled Data Assimilation in Multiscale Media: Experiments Using a Quasi-Geostrophic Coupled Model. Journal of Advances in Modeling Earth Systems. 1803-1829. 2019
- Temperature and Salinity Variability in the SODA3, ECCO4r3, and ORAS5 Ocean Reanalyses, 1993-2015. Journal of Climate. 2277-2293. 2019
- Challenges and Prospects in Ocean Circulation Models. Frontiers in Marine Science. 2019
- Improved ocean analysis for the Indian Ocean. Journal of Operational Oceanography. 16-33. 2019
- An Investigation of Ocean Model Uncertainties Through Ensemble Forecast Experiments in the Southwest Atlantic Ocean. Journal of Geophysical Research: Oceans. 432-452. 2019
- Nonlinear Wave Ensemble Averaging in the Gulf of Mexico Using Neural Networks. Journal of Atmospheric and Oceanic Technology. 113-127. 2019
- Assessments of Surface Winds and Waves from the NCEP Ensemble Forecast System. Weather and Forecasting. 1533-1546. 2018
- Mathematical foundations of hybrid data assimilation from a synchronization perspective. Chaos: an interdisciplinary journal of nonlinear science. 2017
- COUPLED DATA ASSIMILATION FOR INTEGRATED EARTH SYSTEM ANALYSIS AND PREDICTION. Bulletin of the American Meteorological Society. ES169-ES172. 2017
- A local particle filter for high-dimensional geophysical systems. Nonlinear Processes in Geophysics. 391-405. 2016
- Impact of an upgraded model in the NCEP Global Ocean Data Assimilation System: The tropical Indian Ocean. Journal of Geophysical Research: Oceans. 8039-8062. 2016
- Assimilating atmospheric observations into the ocean using strongly coupled ensemble data assimilation. Geophysical Research Letters. 752-759. 2016
- A Hybrid Global Ocean Data Assimilation System at NCEP. Monthly Weather Review. 4660-4677. 2015
- Causality Analysis: Identifying the Leading Element in a Coupled Dynamical System (vol 10, e0131226, 2015). PLoS One. 2015
- Causality Analysis: Identifying the Leading Element in a Coupled Dynamical System. PLoS One. 2015
- The Hybrid Local Ensemble Transform Kalman Filter. Monthly Weather Review. 2139-2149. 2014
- The local ensemble transform Kalman filter and the running-in-place algorithm applied to a global ocean general circulation model. Nonlinear Processes in Geophysics. 1031-1046. 2013