Presenters-0669: Difference between revisions
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sandpiper is forging a data standard for regularly-gridded three dimensional data (i.e., time and two spatial dimensions), and building a software package for data analysis in Earth surface processes research. In this clinic, we will show the features of the data standard, how to create datasets that are compliant with the standard, and how existing datasets can be “rescued” and made findable and reusable. We will also demonstrate the analysis software package, and how it is being used for research. Importantly, sandpiper is a growing community of users, and we want you to join. Bring your data problems, and help us build solutions that work for the whole community. | sandpiper is forging a data standard for regularly-gridded three dimensional data (i.e., time and two spatial dimensions), and building a software package for data analysis in Earth surface processes research. In this clinic, we will show the features of the data standard, how to create datasets that are compliant with the standard, and how existing datasets can be “rescued” and made findable and reusable. We will also demonstrate the analysis software package, and how it is being used for research. Importantly, sandpiper is a growing community of users, and we want you to join. Bring your data problems, and help us build solutions that work for the whole community. | ||
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|Working group member=Terrestrial Working Group, Coastal Working Group, Marine Working Group, Education and Knowledge Transfer (EKT) Working Group, Cyberinformatics and Numerics Working Group, Hydrology Focus Research Group, Chesapeake Focus Research Group, Critical Zone Focus Research Group, Human Dimensions Focus Research Group, Geodynamics Focus Research Group, Ecosystem Dynamics Focus Research Group, Coastal Vulnerability Initiative, Continental Margin Initiative, Artificial Intelligence & Machine Learning Initiative, Modeling Platform Interoperability Initiative, River Network Modeling Initiative | |Working group member=Terrestrial Working Group, Coastal Working Group, Marine Working Group, Education and Knowledge Transfer (EKT) Working Group, Cyberinformatics and Numerics Working Group, Hydrology Focus Research Group, Chesapeake Focus Research Group, Critical Zone Focus Research Group, Human Dimensions Focus Research Group, Geodynamics Focus Research Group, Ecosystem Dynamics Focus Research Group, Coastal Vulnerability Initiative, Continental Margin Initiative, Artificial Intelligence & Machine Learning Initiative, Modeling Platform Interoperability Initiative, River Network Modeling Initiative | ||
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Latest revision as of 16:34, 11 June 2025
CSDMS 2025: Exploring Earth's Surface with Models, Data & AI
Using the collaborative sandpiper toolchain to support interoperability in geomorphology research
Abstract
Current software engineering and data management practices amongst different research teams impede collaboration in geomorphology. For example, researchers who create software tools often do not document them, so the tools do not port easily to new systems. Often, tools go unmaintained after publication, so other teams that want to use the tool or conduct the same analysis will rewrite the software rather than reuse the existing code. This clinic will demonstrate several advances of the recently-launched sandpiper toolchain initiative that facilitate data reuse and research team collaboration, and reduce research effort duplication. sandpiper is forging a data standard for regularly-gridded three dimensional data (i.e., time and two spatial dimensions), and building a software package for data analysis in Earth surface processes research. In this clinic, we will show the features of the data standard, how to create datasets that are compliant with the standard, and how existing datasets can be “rescued” and made findable and reusable. We will also demonstrate the analysis software package, and how it is being used for research. Importantly, sandpiper is a growing community of users, and we want you to join. Bring your data problems, and help us build solutions that work for the whole community.
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Of interest for:
