Democratize the Data: A New Way to Analyze and Design Ocean Models

Ocean circulation models running on the latest supercomputers can cover the globe with resolutions of a few kilometers. These virtual ocean datasets are increasingly realistic and provide insight into processes at scales that are inaccessible with conventional observations. Because these datasets are far too massive for individual researchers to download and analyze, new cloud-based, open-source, cyberinfrastructure resources are being developed. These tools provide a new analysis paradigm that is scalable, accessible, and inclusive, and that democratizes access to ocean circulation model output. They also accelerate the pace of analysis of ocean models and thereby increase the pace of discovery in oceanography. Another challenge concerns the priorities for next-generation ocean circulation models. In particular, to improve circulation model simulations, how should increased supercomputer power be spent? Input on this question from the oceanographic community is sought.

Authors

Publication Details

Journal
Oceanography
Published
2025-01-01
DOI
https://doi.org/10.5670/oceanog.2025.e303
Citations
1
Primary Topic
Coastal and Marine Management
Type
article
Field-Weighted Citation Impact
2.42

Funders

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article

Democratize the Data: A New Way to Analyze and Design Ocean Models

Thomas W. N. Haine
1 citations
Oceanography
Coastal and Marine Management
2.42
article

Democratize the Data: A New Way to Analyze and Design Ocean Models

Thomas W. N. Haine
article en
1 citations

Abstract

Ocean circulation models running on the latest supercomputers can cover the globe with resolutions of a few kilometers. These virtual ocean datasets are increasingly realistic and provide insight into processes at scales that are inaccessible with conventional observations. Because these datasets are far too massive for individual researchers to download and analyze, new cloud-based, open-source, cyberinfrastructure resources are being developed. These tools provide a new analysis paradigm that is scalable, accessible, and inclusive, and that democratizes access to ocean circulation model output. They also accelerate the pace of analysis of ocean models and thereby increase the pace of discovery in oceanography. Another challenge concerns the priorities for next-generation ocean circulation models. In particular, to improve circulation model simulations, how should increased supercomputer power be spent? Input on this question from the oceanographic community is sought.

OceanographyVol. 38(3)
National Science Foundation, Alfred P. Sloan Foundation, Johns Hopkins University
Openalex Percentile: Top 10%
Coastal and Marine Management
2.42
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Democratize the Data: A New Way to Analyze and Design Ocean Models — Thomas W. N. Haine · Oceanography (2025) | TGRS Research Map | TGRS