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Collaborations and top research areas from the last five years
Publications
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A Novel Latent Space Data Assimilation Framework with Autoencoder-Observation to Latent Space (AE-O2L) Network. Part I: The Observation-Only Analysis Method
Fan, H., Liu, Y., Huo, Z., Liu, Y., Shi, Y. & Li, Y., Aug 2025, In: Monthly Weather Review. 153, 8, p. 1335-1348 14 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Web of Science) -
A Novel Latent Space Data Assimilation Framework with Autoencoder-Observation to Latent Space (AE-O2L) Network. Part II: Observation and Background Assimilation with Interpretability
Fan, H., Liu, Y., Liu, Y., Huo, Z., Chen, B. & Qin, Y., Aug 2025, In: Monthly Weather Review. 153, 8, p. 1349-1363 15 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Web of Science) -
Atmospheric nonlinearity controls ENSO asymmetry in a hybrid statistical-dynamical model
Stuivenvolt-Allen, J. & Fedorov, A., 2025, In: Geophysical Research Letters.Research output: Contribution to journal › Article › peer-review
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Maps: How they are used in Meteorology
Shaw, J. (Speaker)
Sep 25 2025Activity: Give a talk or presentation › Invited talk
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Journal of Applied Meteorology and Climatology (Journal)
Frediani, M. (Reviewer)
Sep 25 2025Activity: Publication peer-review and editorial work › Publication Peer-review
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Training meteorologists at Aberdeen Proving Ground, MD
Shaw, J. (Speaker)
Sep 9 2025 → Sep 10 2025Activity: Give a talk or presentation › Oral presentation
Prizes
Datasets
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Dataset: Comparison of CAMS and CMAQ analyses of surface-level PM2.5 and O3 over the conterminous United States (CONUS)
Lee, J. (Creator), Kim, J.-H. (Contributor), Meech, S. (Contributor), Djalalova, I. (Contributor), Alessandrini, S. (Contributor), Kumar, R. (Contributor) & Wilczak, J. (Creator), NSF NCAR - National Center for Atmospheric Research, Aug 2024
DOI: 10.5065/EVBW-7805
Dataset
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CONUS404: Four-kilometer long-term regional hydroclimate reanalysis over the conterminous United States (ver. 2.0, December 2023)
Rasmussen, R. (Creator), Chen, F. (Contributor), Liu, C. (Contributor), Ikeda, K. (Contributor), Prein, A. (Contributor), Kim, J.-H. (Contributor), Schneider, T. (Contributor), Dai, A. A. (Contributor), Gochis, D. (Contributor), Dugger, A. (Contributor), Zhang, Y. (Contributor), Jaye, A. (Contributor), Dudhia, J. (Contributor), He, C. (Contributor), Harrold, M. (Contributor), Xue, L. (Contributor), Chen, S. (Contributor), Newman, A. (Contributor), Dougherty, E. (Contributor), Abolafia-Rosenzweig, R. (Contributor), Lybarger, N. D. (Contributor), Viger, R. J. (Contributor), Dunne, K. A. (Contributor), Rasmussen, K. L. (Contributor) & Miguez-Macho, G. (Contributor), US Geological Survey, Feb 21 2023
DOI: 10.5066/P9PHPK4F, https://doi.org/10.5066/P9PHPK4F
Dataset
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Application of the WRF-Hydro Modeling System for the Conterminous United States at the NHDPlus version 2 Spatial Resolution Using the Bias Adjusted Version of the CONUS404 Atmospheric Forcings (CONUS404BA), Water Years 2010-2021
RafieeiNasab, A. (Creator), Gochis, D. (Contributor), Srivastava, I. (Contributor), Dugger, A. (Contributor), Sampson, K. (Contributor), Omani, N. (Contributor), Mazrooei, A. (Contributor), Zhang, Y. (Contributor), Casali, M. (Contributor) & LaFontaine, J. (Contributor), US Geological Survey, Sep 30 2024
DOI: 10.5066/P1KZGLU2, https://doi.org/10.5066/P1KZGLU2
Dataset