CSDMS Data Components: data–model integration tools for Earth surface processes modeling

Gan, Tian; Tucker, Gregory E.; Hutton, Eric W. H.; Piper, Mark D.; Overeem, Irina; Kettner, Albert J.; Campforts, Benjamin; Moriarty, Julia M.; Undzis, Brianna; Pierce, Ethan; McCready, Lynn

doi:https://doi.org/10.5194/gmd-17-2165-2024

Articles | Volume 17, issue 5

https://doi.org/10.5194/gmd-17-2165-2024

© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/gmd-17-2165-2024

© Author(s) 2024. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 17, issue 5

Development and technical paper

|

15 Mar 2024

Development and technical paper |

| 15 Mar 2024

CSDMS Data Components: data–model integration tools for Earth surface processes modeling

Tian Gan, Gregory E. Tucker, Eric W. H. Hutton, Mark D. Piper, Irina Overeem, Albert J. Kettner, Benjamin Campforts, Julia M. Moriarty, Brianna Undzis, Ethan Pierce, and Lynn McCready

Data sets

CSDMS Data Components Use Cases Tian Gan https://doi.org/10.4211/hs.28af99c09ee4423dbffef28bf32837e0

Model code and software

CSDMS NWIS data component Tian Gan https://doi.org/10.5281/zenodo.10368806

CSDMS Topography Data Component Mark Piper https://doi.org/10.5281/zenodo.8327417

CSDMS SoilGrids Data Components Tian Gan https://doi.org/10.5281/zenodo.10368883

CSDMS ERA5 Data Component Tian Gan https://doi.org/10.5281/zenodo.10368879

CSDMS WAVEWATCH III Data Component Eric Hutton https://doi.org/10.5281/zenodo.8326599

PyMT plugin for CSDMS NWIS data component Tian Gan https://doi.org/10.5281/zenodo.10368876

PyMT plugin for CSDMS Topography Data Component Mark Piper https://doi.org/10.5281/zenodo.10308417

PyMT plugin for CSDMS SoilGrids Data Components Tian Gan https://doi.org/10.5281/zenodo.10368885

PyMT plugin for CSDMS ERA5 Data Component Tian Gan https://doi.org/10.5281/zenodo.10368881

PyMT plugin for CSDMS NWIS Data Component (v0.2) Tian Gan https://doi.org/10.5281/zenodo.10368876

pymt-lab/pymt_topography: PyMT plugin for CSDMS Topography data component (v0.1.1) Mark Piper https://doi.org/10.5281/zenodo.10308417

PyMT plugin for CSDMS SoilGrids Data Component (v0.1.2) Tian Gan https://doi.org/10.5281/zenodo.10368885

PyMT plugin for CSDMS ERA5 Data Component (v0.1.0) Tian Gan https://doi.org/10.5281/zenodo.10368881

Short summary

This study presents the design, implementation, and application of the CSDMS Data Components. The case studies demonstrate that the Data Components provide a consistent way to access heterogeneous datasets from multiple sources, and to seamlessly integrate them with various models for Earth surface process modeling. The Data Components support the creation of open data–model integration workflows to improve the research transparency and reproducibility.