Member Since 2009
Ryan P. Abernathey
CEO, Columbia University
AGU Research
Search
Filters
Clear All
Reconstruction of Surface Kinematical Fields from Sea Surface Height Using Neural Networks
OCEAN SCIENCES 2024
physical oceanography: mesoscale and smaller | 21 february 2024
K. Shafer Smith, Qiyu Xiao, Dhruv Balwada, C Spenc...
The Surface Water and Ocean Topography (SWOT) satellite is observing sea surface height (SSH) down to scales well below operational expectations, reve...
View Abstract
The missing sub-grid air-sea heat flux in climate models
OCEAN SCIENCES 2024
air-sea interactions | 21 february 2024
Julius J. Busecke, Dhruv Balwada, P Martin, Ryan P...
Coarse resolution (~1 degree) climate models do not resolve spatial scales at the ocean mesoscale or smaller. In recent years, it has become clear tha...
View Abstract
Characterising Submesoscale Statistics Globally in a High-Resolution Model using Pangeo Tools
OCEAN SCIENCES 2024
physical oceanography: mesoscale and smaller | 21 february 2024
Thomas Nicholas, Dhruv Balwada, C Spencer Jones, K...
Characterising submesoscale dynamics globally requires extremely high resolution model runs. One example of a submesoscale-permitting global simulatio...
View Abstract
Parameterizing Mesoscale Eddy Buoyancy Fluxes Using Small Neural Networks
OCEAN SCIENCES 2024
digital ocean | 19 february 2024
Dhruv Balwada, Pavel Perezhogin, Ryan P. Abernathe...
Mesoscale eddies are the energetically dominant flow structures in the ocean, and play a central role in transporting tracers and setting the stratifi...
View Abstract
Acknowledging the Climate and Forecast Conventions
CF AND NETCDF: 30 YEARS OF WIDE-OPEN SCIENCE II ORAL
informatics | 13 december 2023
Aparna Radhakrishnan, Ryan P. Abernathey, Sasha Am...
From model development to model data publication and ultimately, the utilization of the data in different domains, there are different people, differe...
View Abstract
Current Status of the GeoZarr Steering Working Group
CF AND NETCDF: 30 YEARS OF WIDE-OPEN SCIENCE II ORAL
informatics | 13 december 2023
Brianna R. Pagán, Ryan P. Abernathey, David L. Blo...
The GeoZarr Standard Working Group (SWG) is chartered to develop a Zarr encoding for geospatial gridded data in the form of Zarr conventions (based on...
View Abstract
Arraylake: A Cloud Native Data Lake Platform for Earth System Science
ACCESSING AND USING SATELLITE DATA AND PRODUCTS IN THE CLOUD I POSTER
informatics | 13 december 2023
Ryan P. Abernathey, Joe Hamman
The vast amount of earth system data available today is an incredible resource for understanding our planet and confronting the challenge of climate c...
View Abstract
The New Generation of Global Climate Models Enhanced by Machine Learning
DEEP LEARNING IN CLIMATE, WEATHER, AND EARTH SCIENCES I ORAL
global environmental change | 12 december 2023
Laure Zanna, Aakash Sane, Cheng Zhang, Dhruv Balwa...
Climate simulations have long been invaluable in understanding and predicting global and regional climate changes. Their fidelity has been limited by ...
View Abstract