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How can we make cloud computing actually accessible to all scientists?
AGU 2024
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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Pangeo-ESGF CMIP6 Zarr Data 2.0 - Streaming access to CMIP6 data in the cloud that rocks!
AGU 2024
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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Seamless Arrays: A Full Stack, Cloud-Native Architecture for Fast, Scalable Data Access
AGU 2024
informatics | 12 december 2024
Joseph Hamman, Ryan P. Abernathey, Deepak Cherian
Just about everyone agrees on what the ideal Earth system data service would provide: near-instantaneous access to any arbitrary slice of any dataset,...
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ClimSim-Online: A Large Multi-scale Dataset and Framework for Hybrid ML-physics Climate Emulation
AGU 2024
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
AGU 2024
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
AGU 2024
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
AGU 2024
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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Near real-time terrestrial carbon uptake mapping from a geostationary satellite
AGU 2024
biogeosciences | 09 december 2024
Sadegh Ranjbar, Danielle Losos, Sophie Hoffman, Ry...
Terrestrial carbon and water cycles can change rapidly due to extreme events, human activities, and meteorological influences, which traditional remot...
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