List of works - Ryan Abernathey

A global Lagrangian eddy dataset based on satellite altimetry

scientific article published on 19 April 2023

A global Lagrangian eddy dataset based on satellite altimetry

scientific article published on 12 December 2022

A global Lagrangian eddy dataset based on satellite altimetry 

scientific article published on 20 January 2025

A new diagnostic for AMOC heat transport applied to the CESM large ensemble

scientific article published on 24 August 2023

Big Arrays, Fast: Profiling Cloud Storage Read Throughput

scientific article published on 5 February 2022

CMIP6 without the interpolation: Grid-native analysis with Pangeo in the cloud

scientific article published on 11 September 2020

CMIP6 without the interpolation: Grid-native analysis with Pangeo in the cloud

scientific article published on 10 September 2020

Cloud-Native Repositories for Big Scientific Data

scientific article published on 16 February 2021

Cloud-Native Repositories for Big Scientific Data

preprint dated 3 November 2020

Cloud-Native Repositories for Big Scientific Data

preprint dated 19 January 2021

Cloud-based framework for inter-comparing submesoscale permitting realistic ocean models

scientific article published on 8 February 2022

Cloud-based framework for inter-comparing submesoscale-permitting realistic ocean models

scientific article published on 27 July 2022

Deep Learning for Subgrid‐Scale Turbulence Modeling in Large‐Eddy Simulations of the Convective Atmospheric Boundary Layer

scientific article published in May 2022

Density-compensated overturning in the Labrador Sea

scientific article published on 13 January 2020

Diagnostics of isopycnal mixing in a circumpolar channel

scholarly article by Ryan Abernathey published in December 2013

Diffusion-based smoothers for spatial filtering of gridded geophysical data

scientific article published on 26 March 2021

Diffusion-based smoothers for spatial filtering of gridded geophysical data

scientific article published on 18 June 2021

Diffusion‐Based Smoothers for Spatial Filtering of Gridded Geophysical Data

scientific article published in September 2021

Drivers of Local Ocean Heat Content Variability in ECCOv4

scientific article published on 4 February 2020

Estimating Ocean Surface Currents from Satellite Observable Quantities with Machine Learning

scientific article published on 22 November 2019

Exploring the isopycnal mixing and helium-heat paradoxes in a suite of Earth System Models

scientific article published on 20 November 2014

Exploring the isopycnal mixing and helium–heat paradoxes in a suite of Earth system models

scholarly article by Anand Gnanadesikan published in July 2015

Future Global Convective Environments in CMIP6 Models

scientific article published in December 2021

GCM-Filters: A Python Package for Diffusion-based Spatial Filtering of Gridded Data

scientific article published on 11 February 2022

Global Patterns of Mesoscale Eddy Properties and Diffusivities

scientific article published in 2014

Identifying Lagrangian coherent vortices in a mesoscale ocean model

scholarly article by Nathaniel Tarshish published in October 2018

Impact of Lateral Mixing in the Ocean on El Nino in a Suite of Fully Coupled Climate Models

scientific article published in November 2017

Lagrangian ocean analysis: Fundamentals and practices

scholarly article by Erik van Sebille published in January 2018

Learning Machine Learning with Lorenz-96

scientific article published on 26 December 2024

Modulation of Lateral Transport by Submesoscale Flows and Inertia‐Gravity Waves

scientific article published in April 2019

Near‐Surface Oceanic Kinetic Energy Distributions From Drifter Observations and Numerical Models

scientific article published in 2022

Ocean mesoscale mixing linked to climate variability

scientific article published on 23 January 2019

Pangeo Forge: Crowdsourcing Analysis-Ready, Cloud Optimized Data Production

scientific article published in October 2021

Quantifying Eulerian Eddy Leakiness in An Idealized Model

scientific article published on 19 August 2019

Quantifying Eulerian Eddy Leakiness in an Idealized Model

scientific article published in December 2019

Reconstruction of Surface Kinematics From Sea Surface Height Using Neural Networks

scientific article published in October 2023

Reconstruction of Surface Kinematics from Sea Surface Height Using Neural Networks

scientific article published on 16 March 2023

Robust learning algorithms for capturing oceanic dynamics and transport of Noctiluca blooms using linear dynamical models

scientific article published on 13 June 2019

Role of Surface-Layer Coherent Eddies in Potential Vorticity Transport in Quasigeostrophic Turbulence Driven by Eastward Shear

scientific article published on 22 December 2019

Science Storms the Cloud

scientific article published in 2021

Science Storms the Cloud

preprint dated 4 May 2021

Science Storms the Cloud

preprint dated 5 May 2021

Science Storms the Cloud

preprint dated 28 February 2021

Science Storms the Cloud

preprint dated 12 March 2021

Science storms the cloud

scientific article published on 3 March 2021

Seasonality of the Mesoscale Inverse Cascade as Inferred from Global Scale-Dependent Eddy Energy Observations

scientific article published on 21 November 2021

Southern Ocean Deep Circulation and Heat Uptake in a High-Resolution Climate Model

Southern Ocean Overturning Compensation in an Eddy-Resolving Climate Simulation

scientific article published in 2016

Southern Ocean Phytoplankton Blooms Observed by Biogeochemical Floats

scientific article published in November 2019

Southern Ocean Phytoplankton Blooms Observed by Biogeochemical Floats

scientific article published on 16 July 2019

Spatiotemporal Evolution of Marine Heatwaves Globally

scientific article published on 23 July 2023

Strengthening tropical Pacific zonal sea surface temperature gradient consistent with rising greenhouse gases

scientific article published on 24 June 2019

Submesoscale Vertical Velocities Enhance Tracer Subduction in an Idealized Antarctic Circumpolar Current

scientific article published on 27 September 2018

Surface Kinetic Energy Distributions in the Global Oceans From a High‐Resolution Numerical Model and Surface Drifter Observations

scientific article published on 19 August 2019

Surface and deep ocean connectivity inferred from robust extraction of coherent sets in ocean flow using models and sparse, scattered, and incomplete float data with transfer operator and dynamic Laplacian methods

scientific article published on 4 March 2021

The Contribution of Submesoscale over Mesoscale Eddy Iron Transport in the Open Southern Ocean

scientific article published in December 2019

The Pangeo Ecosystem: Interactive Computing Tools for the Geosciences: Benchmarking on HPC

scientific article published in 2020

The contribution of submesoscale over mesoscale eddy iron transport in the open Southern Ocean

scientific article published on 17 July 2019

The need for computational infrastructure for data analysis

scientific article published on 4 April 2018

Tracer subduction and energy cycles in an idealized ACC model, and the potential for measuring energy transfers from space

scientific article published on 15 February 2019

Using Lagrangian filtering to remove waves from the ocean surface velocity field

scientific article published on 5 January 2023

VENM: An Algorithm to Accurately Calculate Neutral Slopes and Gradients

scientific article published on 01 July 2019

VENM: An Algorithm to Accurately Calculate Neutral Slopes and Gradients

scientific article published on 23 March 2020

Vertical Eddy Iron Fluxes Support Primary Production in the Open Southern Ocean

scientific article published on 2 August 2019

Vertical eddy iron fluxes support primary production in the open Southern Ocean

scientific article published on 28 February 2020

Water mass transformation variability in the Weddell Sea in Ocean Reanalyses

scientific article published on 5 April 2022

Water mass transformation variability in the Weddell Sea in ocean reanalyses

scientific article published on 4 April 2023

List of works by Ryan Abernathey

A global Lagrangian eddy dataset based on satellite altimetry

A global Lagrangian eddy dataset based on satellite altimetry

A global Lagrangian eddy dataset based on satellite altimetry&#160;

A new diagnostic for AMOC heat transport applied to the CESM large ensemble

Big Arrays, Fast: Profiling Cloud Storage Read Throughput

CMIP6 without the interpolation: Grid-native analysis with Pangeo in the cloud

CMIP6 without the interpolation: Grid-native analysis with Pangeo in the cloud

Cloud-Native Repositories for Big Scientific Data

Cloud-Native Repositories for Big Scientific Data

Cloud-Native Repositories for Big Scientific Data

Cloud-based framework for inter-comparing submesoscale permitting realistic ocean models

Cloud-based framework for inter-comparing submesoscale-permitting realistic ocean models

Deep Learning for Subgrid‐Scale Turbulence Modeling in Large‐Eddy Simulations of the Convective Atmospheric Boundary Layer

Density-compensated overturning in the Labrador Sea

Diagnostics of isopycnal mixing in a circumpolar channel

Diffusion-based smoothers for spatial filtering of gridded geophysical data

Diffusion-based smoothers for spatial filtering of gridded geophysical data

Diffusion‐Based Smoothers for Spatial Filtering of Gridded Geophysical Data

Drivers of Local Ocean Heat Content Variability in ECCOv4

Estimating Ocean Surface Currents from Satellite Observable Quantities with Machine Learning

Exploring the isopycnal mixing and helium-heat paradoxes in a suite of Earth System Models

Exploring the isopycnal mixing and helium–heat paradoxes in a suite of Earth system models

Future Global Convective Environments in CMIP6 Models

GCM-Filters: A Python Package for Diffusion-based Spatial Filtering of Gridded Data

Global Patterns of Mesoscale Eddy Properties and Diffusivities

Identifying Lagrangian coherent vortices in a mesoscale ocean model

Impact of Lateral Mixing in the Ocean on El Nino in a Suite of Fully Coupled Climate Models

Lagrangian ocean analysis: Fundamentals and practices

Learning Machine Learning with Lorenz-96

Modulation of Lateral Transport by Submesoscale Flows and Inertia‐Gravity Waves

Near‐Surface Oceanic Kinetic Energy Distributions From Drifter Observations and Numerical Models

Ocean mesoscale mixing linked to climate variability

Pangeo Forge: Crowdsourcing Analysis-Ready, Cloud Optimized Data Production

Quantifying Eulerian Eddy Leakiness in An Idealized Model

Quantifying Eulerian Eddy Leakiness in an Idealized Model

Reconstruction of Surface Kinematics From Sea Surface Height Using Neural Networks

Reconstruction of Surface Kinematics from Sea Surface Height Using Neural Networks

Robust learning algorithms for capturing oceanic dynamics and transport of Noctiluca blooms using linear dynamical models

Role of Surface-Layer Coherent Eddies in Potential Vorticity Transport in Quasigeostrophic Turbulence Driven by Eastward Shear

Science Storms the Cloud

Science Storms the Cloud

Science Storms the Cloud

Science Storms the Cloud

Science Storms the Cloud

Science storms the cloud

Seasonality of the Mesoscale Inverse Cascade as Inferred from Global Scale-Dependent Eddy Energy Observations

Southern Ocean Deep Circulation and Heat Uptake in a High-Resolution Climate Model

Southern Ocean Overturning Compensation in an Eddy-Resolving Climate Simulation

Southern Ocean Phytoplankton Blooms Observed by Biogeochemical Floats

Southern Ocean Phytoplankton Blooms Observed by Biogeochemical Floats

Spatiotemporal Evolution of Marine Heatwaves Globally

Strengthening tropical Pacific zonal sea surface temperature gradient consistent with rising greenhouse gases

Submesoscale Vertical Velocities Enhance Tracer Subduction in an Idealized Antarctic Circumpolar Current

Surface Kinetic Energy Distributions in the Global Oceans From a High‐Resolution Numerical Model and Surface Drifter Observations

Surface and deep ocean connectivity inferred from robust extraction of coherent sets in ocean flow using models and&#160;sparse, scattered, and incomplete float data with transfer operator and dynamic Laplacian methods

The Contribution of Submesoscale over Mesoscale Eddy Iron Transport in the Open Southern Ocean

The Pangeo Ecosystem: Interactive Computing Tools for the Geosciences: Benchmarking on HPC

The contribution of submesoscale over mesoscale eddy iron transport in the open Southern Ocean

The need for computational infrastructure for data analysis

Tracer subduction and energy cycles in an idealized ACC model, and the potential for measuring energy transfers from space

Using Lagrangian filtering to remove waves from the ocean surface velocity field

VENM: An Algorithm to Accurately Calculate Neutral Slopes and Gradients

VENM: An Algorithm to Accurately Calculate Neutral Slopes and Gradients

Vertical Eddy Iron Fluxes Support Primary Production in the Open Southern Ocean

Vertical eddy iron fluxes support primary production in the open Southern Ocean

Water mass transformation variability in the Weddell Sea in Ocean Reanalyses

Water mass transformation variability in the Weddell Sea in ocean reanalyses

A global Lagrangian eddy dataset based on satellite altimetry

Surface and deep ocean connectivity inferred from robust extraction of coherent sets in ocean flow using models and sparse, scattered, and incomplete float data with transfer operator and dynamic Laplacian methods