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The Thermodynamics of the 2023 Gulf of Mexico Marine Heatwave
GEOPHYSICAL RESEARCH LETTERS
20 february 2025
Shanice Bailey, Henri Drake, Laura Gruenburg, Ryan...
This study aims to understand the mechanisms of the activation and evolution of the marine heatwave (MHW) that occurred in the Gulf of Mexico (GoM)...
Pangeo-ESGF CMIP6 Zarr Data 2.0 - Streaming access to CMIP6 data in the cloud that rocks!
EARTH SCIENCE DATA ACCESS AND DISCOVERY AND THE CLOUD: PAST, PRESENT, AND FUTURE II ORAL
informatics | 13 december 2024
Julius J. Busecke, Charles Stern, Ryan P. Abernath...
**Pangeo-ESGF CMIP6 Zarr Data 2.0 - Streaming access to CMIP6 data in the cloud that rocks!**Data created by earth system simulations, most notably th...
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How can we make cloud computing actually accessible to all scientists?
EARTH SCIENCE DATA ACCESS AND DISCOVERY AND THE CLOUD: PAST, PRESENT, AND FUTURE II ORAL
informatics | 13 december 2024
Ryan P. Abernathey
I got into the cloud in 2017 almost by accident, when the first Pangeo NSF award decided to request some credits from the NSF BIGDATA program. Immedia...
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ClimSim-Online: A Large Multi-scale Dataset and Framework for Hybrid ML-physics Climate Emulation
DATA-DRIVEN SCIENCE: DEVELOPMENTS IN MACHINE LEARNING SUBGRID-SCALE PARAMETERIZATIONS AND IN REANALYSES ACROSS EARTH SYSTEM MODELING I ORAL
nonlinear geophysics | 12 december 2024
Akshay Subramaniam, Sungduk Yu, Zeyuan Hu, Walter ...
Modern climate projections lack adequate spatial and temporal resolution due to computational constraints, leading to inaccuracies in representing cri...
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The Overlooked Sub-Grid Air-Sea Flux in Climate Models
DECADAL CLIMATE VARIABILITY: KEY PROCESSES OF AIR-SEA INTERACTION, MECHANISMS, AND PREDICTABILITY II POSTER
atmospheric sciences | 12 december 2024
Julius J. Busecke, Dhruv Balwada, P Martin, Thomas...
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...
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Cubed: Bounded-Memory Serverless Array Processing in Xarray
TRANSFORMATIVE EARTH SCIENCE DATA: THE TOOLS/SERVICES AND INNOVATIONS DRIVING TIMELY AND IMPACTFUL RESEARCH, ANALYSIS, AND DECISION-MAKING I POSTER
informatics | 12 december 2024
Tom White, Thomas Nicholas, Ryan P. Abernathey
Cubed is a framework for distributed processing of large arrays (https://cubed-dev.github.io/cubed/). Designed from the ground up to respect memory co...
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VirtualiZarr: Create Virtual Zarr Stores Using Xarray Syntax
COPING WITH THE DATA DELUGE POSTER
informatics | 11 december 2024
Thomas Nicholas, Raphael Hagen, Sean Harkins, Aime...
VirtualiZarr is a tool for creating virtual Zarr stores. Virtual Zarr stores provide cloud-optimized access to legacy file formats (e.g. netCDF), with...
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Using Vorticity-Strain-Divergence Joint PDFs to Evaluate Frontiness in a High-Resolution Ocean Model
OCEAN DYNAMICS AND MARINE GRAVITY FROM SWOT I POSTER
ocean sciences | 09 december 2024
C Spencer Jones, Thomas Nicholas, Dhruv Balwada, K...
SWOT sea surface height observations contain the surface signatures of submesoscale eddies, fronts and filaments, along with inertia gravity waves. Su...
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