Environmental Modeling Center (EMC)

EMC Publications

Publication Year: 2021

Zhang, Zhan, Jun A. Zhang, Ghassan J. Alaka Jr., Keqin Wu, Avichal Mehra, and Vijay Tallapragada, 2021: A statistical analysis of high frequency track and intensity forecasts from NOAA’s operational Hurricane Weather Research and Forecast (HWRF) modeling system , Published in Monthly Wx Rev.

Bell, Bill, Hans Hersbach, Adrian Simmons, Paul Berrisford, Per Dahlgren, András Horányi, Joaquín Muñoz-Sabater, Julien Nicolas, Raluca Radu, Dinand Schepers, Cornel Soci, Sebastien Villaume, Jean-Raymond Bidlot, Leo Haimberger, Jack Woollen, Carlo Buontempo, and Jean-Noël Thépaut, 2021: The ERA5 global reanalysis: Preliminary extension to 1950,Published in Qtrly J of the Royal Met Soc

Belochitski, Alexei, and Vladimir Krasnopolsky, 2021: The History and Practice of AI in the Environmental Sciences,Published in Geosci. Model Dev.

Belochitski, Alexei, and Vladimir Krasnopolsky, 2021: Robustness of neural network emulations of radiative transfer parameterizations in a state-of-the-art general circulation model,Published in Geoscientific Model Development.

Wei, Shih-Wei, Cheng-Hsuan (Sarah) Lu, Quanhua Liu, Andrew Collard, Tong Zhu, Dustin Grogan, Xu Li, Jun Wang, Robert Grumbine, and Partha S. Bhattacharjee, 2021: The Impact of Aerosols on Satellite Radiance Data Assimilation Using NCEP Global Data Assimilation System ,Published in MDPI Atmosphere.publication.

Boukabara, Sid-Ahmed, Vladimir Krasnopolsky, Stephen G. Penny, Jebb Q. Stewart, Amy McGovern, David Hall, John E. Ten Hoeve, Jason Hickey, Hung-Lung Allen Huang, John K. Williams, Kayo Ide, Philippe Tissot, Sue Ellen Haupt, Kenneth S. Casey, Nikunj Oza, Alan J. Nikunj, Eric S. Maddy, and Ross N. Hoffman, 2021: Outlook for Exploiting Artificial Intelligence in the Earth and Environmental Sciences,Published in BAMS.

Brus, Steven R., Phillip J. Wolfram, Luke P. Van Roekel, and Jessica D. Meixner, 2021: Unstructured global to coastal wave modeling for the Energy Exascale Earth System Model using WAVEWATCH III version 6.07 , Published in Geosci. Model Dev.

Schwartz, Craig S., Jonathan Poterjoy, Jacob R. Carley, David C. Dowell, Glen S. Romine, and Kayo Ide, 2021: Comparing partial and continuously cycling ensemble Kalman filter data assimilation systems for convection-allowing ensemble forecast initialization ,Published in Wx & Fcsting.

Carley, Jacob R., Michael Matthews, Matthew T. Morris, Manuel S. F. V. De Pondeca, Jenny Colavito, and Runhua Yang, 2021: Variational assimilation of web camera-derived estimates of visibility for Alaska aviation ,Published in Experimental Results by Cambridge University Press.

Wang, Pengfei, Peng Wang, Kaiyu Chen, Jun Du, and Hongliang Zhang, 2021: Ground-level ozone simulation using ensemble WRF/Chem predictions over the Southeast United States,Published in Chemosphere.