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Global climate models typically operate at a grid resolution of hundreds of kilometers and fail to resolve atmospheric mesoscale processes, e.g., clouds, precipitation, and gravity waves (GWs).
Machine Learning Emulation of Gravity Wave Drag in Numerical Weather Forecasting
Chantry, M., Hatfield, S., Dueben, P., Polichtchouk, I., and Palmer, T · 1942
Earlier work this paper cites.
Machine Learning Emulation of Subgrid-Scale Orographic Gravity Wave Drag in a General Circulation Model With Middle Atmosphere Extension
Lu, Y., Xu, X., Wang, L., Liu, Y., Wu, T., Jie, W., and Sun, J · 1942
Earlier work this paper cites.
Updates on Model Hierarchies for Understanding and Simulating the Climate System: A Focus on Data-Informed Methods and Climate Change Impacts
Mansfield, L. A., Gupta, A., Burnett, A. C., Green, B., Wilka, C., and Sheshadri, A · 1942
Earlier work this paper cites.
Quantifying 3D Gravity Wave Drag in a Library of Tropical Convection-Permitting Simulations for Data-Driven Parameterizations
Sun, Y. Q., Hassanzadeh, P., Alexander, M. J., and Kruse, C. G · 1942
Earlier work this paper cites.
COnstraining ORographic Drag Effects (COORDE): A Model Comparison of Resolved and Parametrized Orographic Drag
van Niekerk, A., Sandu, I., Zadra, A., Bazile, E., Kanehama, T., Köhler, M., Koo, M.-S., Choi, H.-J., Kuroki, Y., Toy, M. D., Vosper, S. B., and Yudin, V · 1942
Earlier work this paper cites.
Non-Local Parameterization of Atmospheric Subgrid Processes With Neural Networks
Wang, P., Yuval, J., and O’Gorman, P. A · 1942
Earlier work this paper cites.
Machine Learning Gravity Wave Parameterization Generalizes to Capture the QBO and Response to Increased CO2
Espinosa, Z. I., Sheshadri, A., Cain, G. R., Gerber, E. P., and DallaSanta, K. J · 1944
Earlier work this paper cites.
Gravity wave dynamics and effects in the middle atmosphere
Fritts, D. C. and Alexander, M. J · 1944
Earlier work this paper cites.
Forcing of the quasi-biennial oscillation from a broad spectrum of atmospheric waves
Giorgetta, M. A., Manzini, E., and Roeckner, E · 1944
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Importance of Gravity Wave Forcing for Springtime Southern Polar Vortex Breakdown as Revealed by ERA5
Gupta, A., Birner, T., Dörnbrack, A., and Polichtchouk, I · 1944
Earlier work this paper cites.
Insights on Lateral Gravity Wave Propagation in the Extratropical Stratosphere from 44 Years of ERA5 Data
Gupta, A., Sheshadri, A., Alexander, M. J., and Birner, T · 1944
Earlier work this paper cites.
An 18-Year Climatology of Directional Stratospheric Gravity Wave Momentum Flux From 3-D Satellite Observations
Hindley, N. P., Wright, C. J., Hoffmann, L., Moffat-Griffin, T., and Mitchell, N. J · 1944
Earlier work this paper cites.
On the origins of mesospheric gravity waves
Sato, K., Watanabe, S., Kawatani, Y., Tomikawa, Y., Miyazaki, K., and Takahashi, M · 1944
Earlier work this paper cites.
The Role of Gravity Wave Induced Drag and Diffusion in the Momentum Budget of the Mesosphere
Holton, J. R · 1982
Cited alongside, same era.
A new subgrid-scale orographic drag parametrization: Its formulation and testing
Lott, F. and Miller, M. J · 1997
Cited alongside, same era.
A Spectral Parameterization of Mean-Flow Forcing due to Breaking Gravity Waves
Alexander, M. J. and Dunkerton, T. J · 1999
Cited alongside, same era.
The Effect of Back-Reflection in the Parameterization of Non-Orographic Gravity-Wave Drag
Scinocca, J. F · 2002
Cited alongside, same era.
An Accurate Spectral Nonorographic Gravity Wave Drag Parameterization for General Circulation Models
Scinocca, J. F · 2003
Cited alongside, same era.
Dynamical Control of the Middle Atmosphere
Becker, E · 2012
Attention U-Net: Learning Where to Look for the Pancreas, May 2018
Oktay, O., Schlemper, J., Folgoc, L. L., Lee, M., Heinrich, M., Misawa, K., Mori, K., McDonagh, S., Hammerla, N. Y., Kainz, B., Glocker, B., and Rueckert, D · 2018
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Stratospheric drivers of extreme events at the Earth’s surface
Domeisen, D. I. V. and Butler, A. H · 2020
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The ERA5 global reanalysis
Hersbach, H., Bell, B., Berrisford, P., Hirahara, S., Horányi, A., Muñoz-Sabater, J., Nicolas, J., Peubey, C., Radu, R., Schepers, D., Simmons, A., Soci, C., Abdalla, S., Abellan, X., Balsamo, G., Bechtold, P., Biavati, G., Bidlot, J., Bonavita, M., Chiara, G. D., Dahlgren, P., Dee, D., Diamantakis, M., Dragani, R., Flemming, J., Forbes, R., Fuentes, M., Geer, A., Haimberger, L., Healy, S., Hogan, R. J., Hólm, E., Janisková, M., Keeley, S., Laloyaux, P., Lopez, P., Lupu, C., Radnoti, G., de Rosnay, P., Rozum, I., Vamborg, F., Villaume, S., and Thépaut, J.-N · 2020
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Role of Gravity Waves in a Vortex-Split Sudden Stratospheric Warming in January 2009
Song, B.-G., Chun, H.-Y., and Song, I.-S · 2020
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Observed and Modeled Mountain Waves from the Surface to the Mesosphere near the Drake Passage
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Cited alongside, same era.
Dynamical Control of the Mesosphere by Orographic and Nonorographic Gravity Wave Drag during the Extended Northern Winters of 2006 and 2009
McLandress, C., Scinocca, J. F., Shepherd, T. G., Reader, M. C., and Manney, G. L · 2012
Cited alongside, same era.
Gravity Wave Characteristics in the Southern Hemisphere Revealed by a High-Resolution Middle-Atmosphere General Circulation Model
Sato, K., Tateno, S., Watanabe, S., and Kawatani, Y · 2012
Cited alongside, same era.
Vortex Preconditioning due to Planetary and Gravity Waves prior to Sudden Stratospheric Warmings
Albers, J. R. and Birner, T · 2014
Cited alongside, same era.
Stratospheric influence on tropospheric jet streams, storm tracks and surface weather
Kidston, J., Scaife, A. A., Hardiman, S. C., Mitchell, D. M., Butchart, N., Baldwin, M. P., and Gray, L. J · 2015
Cited alongside, same era.
A New Gravity Wave Parameterization Including Three-Dimensional Propagation
Amemiya, A. and Sato, K · 2016
Cited alongside, same era.
On the Gravity Wave Forcing during the Southern Stratospheric Final Warming in LMDZ
de la Cámara, A., Lott, F., Jewtoukoff, V., Plougonven, R., and Hertzog, A · 2016
Cited alongside, same era.
Kruse, C. G., Alexander, M. J., Hoffmann, L., van Niekerk, A., Polichtchouk, I., Bacmeister, J. T., Holt, L., Plougonven, R., Šácha, P., Wright, C., Sato, K., Shibuya, R., Gisinger, S., Ern, M., Meyer, C. I., and Stein, O · 2022
Later among the works it cites.
Atmospheric Gravity Waves: Processes and Parameterization
Achatz, U., Alexander, M. J., Becker, E., Chun, H.-Y., Dörnbrack, A., Holt, L., Plougonven, R., Polichtchouk, I., Sato, K., Sheshadri, A., Stephan, C. C., van Niekerk, A., and Wright, C. J · 2023
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Emulating lateral gravity wave propagation in a global chemistry–climate model (EMAC v2.55.2) through horizontal flux redistribution
Eichinger, R., Rhode, S., Garny, H., Preusse, P., Pisoft, P., Kuchař, A., Jöckel, P., Kerkweg, A., and Kern, B · 2023
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Observations of Gravity Wave Refraction and Its Causes and Consequences
Geldenhuys, M., Kaifler, B., Preusse, P., Ungermann, J., Alexander, P., Krasauskas, L., Rhode, S., Woiwode, W., Ern, M., Rapp, M., and Riese, M · 2023
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MS-GWaM: A 3-dimensional transient gravity wave parametrization for atmospheric models, September 2023
Voelker, G. S., Bölöni, G., Kim, Y.-H., Zängl, G., and Achatz, U · 2023
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Crucial role of obliquely propagating gravity waves in the quasi-biennial oscillation dynamics
Kim, Y.-H., Voelker, G. S., Bölöni, G., Zängl, G., and Achatz, U · 2024
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CLIFFORD NEURAL OPERATORS ON ATMOSPHERIC DATA INFLUENCED PARTIAL DIFFERENTIAL EQUATIONS
Roy, S., Leong, W. J., Shinde, R., Phillips, C. E., Kumar, A., Maskey, M., and Ramachandran, R · 2024
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WINDSET: Weather Insights and Novel Data for Systematic Evaluation and Testing
Shinde, R., Phillips, C. E., Roy, S., Gupta, A., Sheshadri, A., Maskey, M., and Ramachandran, R · 2024
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