Open science in practice: Learning integrated modeling of coupled surface-subsurface flow processes from scratch

Xuan Yu, Christopher J. Duffy, Alain N. Rousseau, Gopal Bhatt, Álvaro Pardo Álvarez, Dominique Charron

Research output: Contribution to journalArticle

6 Citations (Scopus)

Abstract

Integrated modeling of coupled surface-subsurface flow and ensuing role in diverse Earth system processes is of current research interest to characterize nonlinear rainfall-runoff response and also to understand land surface energy balances, biogeochemical processes, geomorphological dynamics, etc. A growing number of complex models have been developed for water-related research, and many of these are made available to the Earth science community. However, relatively few resources have been made accessible to the potentially large group of Earth science and engineering users. New users have to invest an extraordinary effort to study the models. To provide a stimulating experience focusing on the learning curve of integrated modeling of coupled surface-subsurface flow, we describe use cases of an open source model, the Penn State Integrated Hydrologic Model, PIHM. New users were guided through data processing and model application by reproducing a numerical benchmark problem and a real-world watershed simulation. Specifically, we document the PIHM application and its computational workflow to enable intuitive understanding of coupled surface-subsurface flow processes. In addition, we describe the user experience as important evidence of the significance of reusability. The interaction shows that documentation of data, software, and computational workflow in research papers is a promising method to foster open scientific collaboration and reuse. This study demonstrates how open science practice in research papers would promote the utility of open source software. Addressing such open science practice in publications would promote the utility of journal papers. Further, popularization of such practice will require coordination among research communities, funding agencies, and journals.

Original languageEnglish (US)
Pages (from-to)190-206
Number of pages17
JournalEarth and Space Science
Volume3
Issue number5
DOIs
StatePublished - Jan 1 2016

Fingerprint

subsurface flow
learning
modeling
Earth science
software
surface energy
energy balance
land surface
science
watershed
runoff
engineering
rainfall
resource
simulation
water

All Science Journal Classification (ASJC) codes

  • Environmental Science (miscellaneous)
  • Earth and Planetary Sciences(all)

Cite this

Yu, Xuan ; Duffy, Christopher J. ; Rousseau, Alain N. ; Bhatt, Gopal ; Pardo Álvarez, Álvaro ; Charron, Dominique. / Open science in practice : Learning integrated modeling of coupled surface-subsurface flow processes from scratch. In: Earth and Space Science. 2016 ; Vol. 3, No. 5. pp. 190-206.
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Open science in practice : Learning integrated modeling of coupled surface-subsurface flow processes from scratch. / Yu, Xuan; Duffy, Christopher J.; Rousseau, Alain N.; Bhatt, Gopal; Pardo Álvarez, Álvaro; Charron, Dominique.

In: Earth and Space Science, Vol. 3, No. 5, 01.01.2016, p. 190-206.

Research output: Contribution to journalArticle

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