Toward open and reproducible environmental modeling by integrating online data repositories, computational environments, and model Application Programming Interfaces

摘要: Abstract Cyberinfrastructure needs to be advanced enable open and reproducible environmental modeling research. Recent efforts toward this goal have focused on advancing online repositories for data model sharing, computational environments along with containerization technology notebooks capturing studies, Application Programming Interfaces (APIs) simulation models foster intuitive programmatic control. The objective of research is show how these can integrated support modeling. We present first the high-level concept general approach integrating three components. then one possible implementation that integrates HydroShare (an repository), CUAHSI JupyterHub CyberGIS-Jupyter Water (computational environments), pySUMMA (a API) hydrologic apply example a use case demonstrate advance through seamless integration cyberinfrastructure services.