Application of Deep Learning to Estimate Atmospheric Gravity Wave Parameters in Reanalysis Data Sets

Machine Learning for Stochastic Parameterization: Generative Adversarial Networks in the Lorenz '96 Model

(2020) David John Gagne et al.   Journal of Advances in Modeling Earth Systems

Deep learning to represent subgrid processes in climate models

(2018) Stephan Rasp et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A Deep Learning Parameterization for Ozone Dry Deposition Velocities

(2018) S. J. Silva et al.   GEOPHYSICAL RESEARCH LETTERS

Using Machine Learning to Parameterize Moist Convection: Potential for Modeling of Climate, Climate Change, and Extreme Events

(2018) Paul A. O'Gorman et al.   Journal of Advances in Modeling Earth Systems

An evaluation of gravity waves and gravity wave sources in the Southern Hemisphere in a 7 km global climate simulation

(2017) L. A. Holt et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Frequency spectra and vertical profiles of wind fluctuations in the summer Antarctic mesosphere revealed by MST radar observations

(2017) Kaoru Sato et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

The JRA-55 Reanalysis: Representation of Atmospheric Circulation and Climate Variability

(2016) Yayoi HARADA et al.   JOURNAL OF THE METEOROLOGICAL SOCIETY OF JAPAN

Dynamical Regional Downscaling Using the JRA-55 Reanalysis (DSJRA-55)

(2016) Nobuyuki Kayaba et al.   SOLA

The JRA-55 Reanalysis: General Specifications and Basic Characteristics

(2015) Shinya KOBAYASHI et al.   JOURNAL OF THE METEOROLOGICAL SOCIETY OF JAPAN

A Comparison between Gravity Wave Momentum Fluxes in Observations and Climate Models

(2013) Marvin A. Geller et al.   JOURNAL OF CLIMATE

Internal gravity waves from atmospheric jets and fronts

(2013) Riwal Plougonven et al.   REVIEWS OF GEOPHYSICS

Gravity waves over Antarctica and the Southern Ocean: consistent momentum fluxes in mesoscale simulations and stratospheric balloon observations

(2012) Riwal Plougonven et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Gravity Wave Characteristics in the Southern Hemisphere Revealed by a High-Resolution Middle-Atmosphere General Circulation Model

(2011) Kaoru Sato et al.   JOURNAL OF THE ATMOSPHERIC SCIENCES

Recent developments in gravity-wave effects in climate models and the global distribution of gravity-wave momentum flux from observations and models

(2010) M. J. Alexander et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

On the origins of mesospheric gravity waves

(2009) K. Sato et al.   GEOPHYSICAL RESEARCH LETTERS

General aspects of a T213L256 middle atmosphere general circulation model

(2008) Shingo Watanabe et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Estimation of Gravity Wave Momentum Flux and Phase Speeds from Quasi-Lagrangian Stratospheric Balloon Flights. Part II: Results from the Vorcore Campaign in Antarctica

(2008) Albert Hertzog et al.   JOURNAL OF THE ATMOSPHERIC SCIENCES