Ed Gerber

Ed Gerber

Professor at the Courant Institute

Publications

Underscore denotes a supervised/co-supervised student or postdoc. Citations link directly to manuscript PDFs.

In the queue . . .

Juried Publications (83)

Data Imbalance, Uncertainty Quantification, and Generalization via Transfer Learning in Data-driven Parameterizations: Lessons from the Emulation of Gravity Wave Momentum Transport in WACCM

Official Version.

Sun, Y. Q., H. A. Pahlavan, A. Chattopadhyay, P. Hassanzadeh, S. W. Lubis, M. J. Alexander, E. Gerber, A. Sheshadri, and Y. Guan, 2024: Data Imbalance, Uncertainty Quantification, and Generalization via Transfer Learning in Data-driven Parameterizations: Lessons from the Emulation of Gravity Wave Momentum Transport in WACCM, J. Adv. Model. Earth Syst., 16, e2023MS004145, https://doi.org/10.1029/2023MS004145.

Earth Virtualization Engines (EVE)

Official Version

Stevens, B., Adami, S., Ali, T., Anzt, H., Aslan, Z., Attinger, S., Bäck, J., Baehr, J., Bauer, P., Bernier, N., Bishop, B., Bockelmann, H., Bony, S., Bouchet, V., Brasseur, G., Bresch, D. N., Breyer, S., Brunet, G., Buttigieg, P. L., Cao, J., Castet, C., Cheng, Y., Dey Choudhury, A., Coen, D., Crewell, S., Dabholkar, A., Dai, Q., Doblas-Reyes, F., Durran, D., El Gaidi, A., Ewen, C., Exarchou, E., Eyring, V., Falkinhoff, F., Farrell, D., Forster, P. M., Frassoni, A., Frauen, C., Fuhrer, O., Gani, S., Gerber, E., Goldfarb, D., Grieger, J., Gruber, N., Hazeleger, W., Herken, R., Hewitt, C., Hoefler, T., Hsu, H.-H., Jacob, D., Jahn, A., Jakob, C., Jung, T., Kadow, C., Kang, I.-S., Kang, S., Kashinath, K., Kleinen-von Königslöw, K., Klocke, D., Kloenne, U., Klöwer, M., Kodama, C., Kollet, S., Kölling, T., Kontkanen, J., Kopp, S., Koran, M., Kulmala, M., Lappalainen, H., Latifi, F., Lawrence, B., Lee, J. Y., Lejeun, Q., Lessig, C., Li, C., Lippert, T., Luterbacher, J., Manninen, P., Marotzke, J., Matsouoka, S., Merchant, C., Messmer, P., Michel, G., Michielsen, K., Miyakawa, T., Müller, J., Munir, R., Narayanasetti, S., Ndiaye, O., Nobre, C., Oberg, A., Oki, R., Özkan-Haller, T., Palmer, T., Posey, S., Prein, A., Primus, O., Pritchard, M., Pullen, J., Putrasahan, D., Quaas, J., Raghavan, K., Ramaswamy, V., Rapp, M., Rauser, F., Reichstein, M., Revi, A., Saluja, S., Satoh, M., Schemann, V., Schemm, S., Schnadt Poberaj, C., Schulthess, T., Senior, C., Shukla, J., Singh, M., Slingo, J., Sobel, A., Solman, S., Spitzer, J., Stammer, D., Stier, P., Stocker, T., Strock, S., Su, H., Taalas, P., Taylor, J., Tegtmeier, S., Teutsch, G., Tompkins, A., Ulbrich, U., Vidale, P.-L., Wu, C.-M., Xu, H., Zaki, N., Zanna, L., Zhou, T., and Ziemen, F., 2024: Earth Virtualization Engines (EVE), Earth Syst. Sci. Data, 16, 2113-2122, doi:10.5194/essd-16-2113-2024.

Extratropical Stratosphere-troposphere Coupling

Official version

Gerber, E. P., P. Martineau, B. Ayarzaguena, D. Barriopedro, T. J. Bracegirdle, A. H. Butler, N. Calvo, S. C. Hardiman, P. Hitchcock, M. Iza, U. Langematz, H. Lua, G. Marshall, A. Orr, F. M. Palmeiro, S.-W. Son, and M. Taguchi, 2022: Extratropical Stratosphere–troposphere Coupling, In Stratosphere-troposphere Processes and their Role in Climate (SPARC) Reanalysis Intercomparison Project (S-RIP) (Chap. 6), M. Fujiwara, G. L. Manney, L. Gray, and J. S. Wright, Eds., SPARC Report No. 10, WCRP-6/2021, doi: 10.17874/800dee57d13, p. 221-264.

Tropical teleconnection impacts on Antarctic climate changes

Official version

Li, X., W. Cai, G. A. Meehl , D. Chen , X. Yuan , M. Raphael, D. M. Holland, Q. Ding, R. L. Fogt, B. R. Markle, G. Wang, D. Bromwich, J. Turner , S.-P. Xie, S. T. Gille, C. Xiao, B. Wu, M. A. Lazzara, E. J. Steig, X. Chen, S. Stammerjohn, P. R. Holland, M. M. Holland, S. F. Price, Z. Wang, C. M. Bitz, J. Shi, X. Cheng, E. P. Gerber, X. Liang, H. Goosse, C. Yoo, M. Ding, L. Geng, M. Xin, C. Li, T. Dou, C. Liu, W. Sun, X. Wang, and C. Song, 2021: Antarctic Climate Changes Attributable to Teleconnections from the Tropics, Nature Rev. Earth Envir., 10.1038/s43017-021-00204-5.

Uncertainty in the response of sudden stratospheric warmings and stratosphere-troposphere coupling to quadrupled CO2 concentrations in CMIP6 models

Official version

Ayarzagüena, B., A. J. Charlton-Perez, A. H. Butler, P. Hitchcock, I. R. Simpson, L. M. Polvani, N. Butchart, E. P. Gerber, L. Gray, B. Hassler, P. Lin, F. Lott, E. Manzini, R. Mizuta, C. Orbe, S. Osprey, D. Saint-Martin, M. Sigmond, M. Taguchi, E. M. Volodin, S. Watanabe, 2020: Uncertainty in the response of sudden stratospheric warmings and stratosphere-troposphere coupling to quadrupled CO2 concentrations in CMIP6 models, J. Geophys. Res. Atmos., 125, e2019JD032345, doi:10.1029/2019JD032345.

Examining the Predictability of the Stratospheric Sudden Warming of January 2013 Using Multiple NWP Systems

Official version

Tripathi, O. P., M. Baldwin, A. Charlton-Perez, M. Charron, J. C. H. Cheung, S. D. Eckermann, E. Gerber, D. R. Jackson, Y. Kuroda, A. Lang, J. McLay, R. Mizuta, C. Reynolds, G. Roff, M. Sigmond, S.-W. Son, and T. Stockdale, 2016: Examining the Predictability of the Stratospheric Sudden Warming of January 2013 Using Multiple NWP Systems, Mon. Wea. Rev., 144, 1935-1960 doi:10.1175/MWR-D-15-0010.1.

Other Publications

Disclaimer:

Links to these papers are provided for your personal, non-commercial use. Research journals require a source of revenue to offset the true costs of publishing and archiving scientific research. The official record is always the paper available from their controlled webpages.

At the same time, this research was publicly funded, reviewed, and edited by volunteer scientist (who were in large part supported through public funding). The funding agencies, academic community, and publishing companies are currently seeking out a better solution, where all publicly supported research is always available to the public, but the journals still have a reasonable source of revenue.