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A General Approach for Cloud-based Hydrologic Modeling using Jupyter Notebooks


Authors: Anthony Castronova · Martin Seul · Phuong Doan
Owners: Anthony Castronova
Resource type:Composite Resource
Created:Jun 27, 2018 at 3:46 p.m.
Last updated: Jun 27, 2018 at 3:50 p.m. by Anthony Castronova

Abstract

Continued investment and development of cyberinfrastructure (CI) for water science research is transforming the way future scientists approach large collaborative studies. Among the many challenges, that we as a community need to address, are integrating existing CI to support reproducible science, enabling open collaboration across traditional domain and institutional boundaries, and extending the lifecycle of data beyond the scope of a single project. One emerging solution for addressing these challenges is HydroShare JupyterHub which is an open-source, cloud-based, platform that combines the data archival and discovery features of HydroShare with the expressive, metadata-rich, and self-descriptive nature of Jupyter notebooks. This approach offers researchers a mechanism for designing, executing, and disseminating toolchains with supporting data and documentation. The goals of this work are to establish a free and open source platform for domain scientists to (1) conduct data intensive and computationally intensive collaborative research, (2) utilize high performance libraries, models, and routines within a pre-configured cloud environment, and (3) enable dissemination of research products. This presentation will discuss our approach for hydrologic model simulation, sensitivity analysis, and optimization applications in this platform by establishing a generic CI pattern that can be adopted to support research, classroom, and workshop activities

Subject Keywords

Jupyter,summa,Hydrologic Modeling,JupyterHub,container,Cyberinfrastructure,iemss18

How to cite

Castronova, A., M. Seul, P. Doan (2018). A General Approach for Cloud-based Hydrologic Modeling using Jupyter Notebooks, HydroShare, http://www.hydroshare.org/resource/075664b0f0df4c58892cb4665e77e497

This resource is shared under the Creative Commons Attribution CC BY.

 http://creativecommons.org/licenses/by/4.0/
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Authors

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Name Organization Address Phone Author Identifiers
Anthony Castronova CUAHSI 3399334127 ORCID , GoogleScholarID , ResearchGateID
Martin Seul CUAHSI Massachusetts, US (339) 933-4656
Phuong Doan CUAHSI MA, US

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