Geoscientific Model Development
Geoscientific Model Development
GMD
Articles | Volume 18, issue 4
Articles | Volume 18, issue 4
https://doi.org/10.5194/gmd-18-1155-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/gmd-18-1155-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 18, issue 4
Model description paper
 | 
27 Feb 2025
Model description paper |  | 27 Feb 2025

The Earth Science Box Modeling Toolkit (ESBMTK 0.14.0.11): a Python library for research and teaching

Ulrich G. Wortmann, Tina Tsan, Mahrukh Niazi, Irene A. Ma, Ruben Navasardyan, Magnus-Roland Marun, Bernardo S. Chede, Jingwen Zhong, and Morgan Wolfe

Viewed

Total article views: 571 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
423 105 43 571 11 10
  • HTML: 423
  • PDF: 105
  • XML: 43
  • Total: 571
  • BibTeX: 11
  • EndNote: 10
Views and downloads (calculated since 28 Aug 2024)
Cumulative views and downloads (calculated since 28 Aug 2024)

Viewed (geographical distribution)

Total article views: 571 (including HTML, PDF, and XML) Thereof 562 with geography defined and 9 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 
Latest update: 27 Feb 2025
Download
Short summary
The Earth Science Box Modeling Toolkit (ESBMTK) is a user-friendly Python library that simplifies the creation of models to study earth system processes, such as the carbon cycle and ocean chemistry. It enhances learning by emphasizing concepts over programming and is accessible to students and researchers alike. By automating complex calculations and promoting code clarity, ESBMTK accelerates model development while improving reproducibility and the usability of scientific research.
Read more
Share