Data Assimilation & Prediction

The Maximum Likelihood Filter with state space localization

Zupanski M, 2021: The Maximum Likelihood Filter with state space localization. Mon. Wea. Rev., 149 (10), 3505-3524.

The Maximum Likelihood Ensemble Filter for Computational Flame and Fluid Dynamics

Wang Y, Guzik S, Zupanski M, Gao X, 2021: The Maximum Likelihood Ensemble Filter for Computational Flame and Fluid Dynamics. IMA J. Appl. Math., 86, 631-661.

Detection of Non-Gaussian Behavior Using Machine Learning Techniques: A Case Study on the Lorenz 63 Model

Goodliff, M., S. J. Fletcher, A. J. Kliewer, J. Forsythe, and A. S. Jones

Journal of Geophysical Research, 125, 2, 10.1029/2019JD031551

[Link]

Quantification of Optimal Choices of Parameters in Lognormal Variational Data Assimilation and Their Chaotic Behavior

Fletcher, S. J., A. J. Kliewer, and A. S. Jones

Math Geosci (2019) 51: 187. https://doi.org/10.1007/s11004-018-9765-7

[Link]

All-Sky Radiance Assimilation of ATMS in HWRF: A Demonstration Study.

Wu, T.-C., M. Zupanski, L. D. Grasso, C. D. Kummerow, and S-.A. Boukabara

Mon. Wea. Rev, 147, 85–106. doi: 10.1175/MWR-D-17-0337.1

[Link]

Improvements to cloud top brightness temperatures computed from the CRTM at 3.9 μm

Grasso, L. D., D. T. Lindsey, Y.-J. Noh, C. O’Dell, T.-C. Wu, and F. Kong

Mon. Wea. Rev, 146, 3927–3944. doi: 10.1175/MWR-D-17-0342.1

[Link]

Quantification of Optimal Choices of Parameters in Lognormal Variational Data Assimilation and Their Chaotic Behavior

Fletcher S., A. Kliewer, and A. S. Jones, 2018: Quantification of Optimal Choices of Parameters in Lognormal Variational Data Assimilation and Their Chaotic Behavior,

DOI: 10.1007/s11004-018-9765-7

Uncertainty in solid precipitation and snow depth prediction for Siberia using the Noah and Noah-MP land surface models

Suzuki, K. and M. Zupanski

Front. Earth. Sci.

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A case study involving single observation experiments performed over snowy Siberia using a coupled atmosphere-land modelling system

Suzuki, K., M. Zupanski, and D. Zupanski

Atmos. Sci. Lett, 18, 3, 106–111. doi: 10.1002/asl.730

[Link]

Impacts of assimilating vertical velocity, latent heating, or hydrometeor water contents retrieved from a single reflectivity data set

Lee, Y., C. D. Kummerow, and M. Zupanski

J. Geo. Res.: Atmospheres, 122, doi: 10.1002/2017JD027637

[Link]