Design of a metadata framework for environmental models with an example hydrologic application in HydroShare

Environmental modelers rely on a variety of computational models to make predictions, test hypotheses, and address specific problems related to environmental science and natural resource management. Scientists and engineers must devote significant effort to preparing these computational models. While significant attention has been devoted to sharing and reusing environmental data, less attention has been devoted to sharing and reusing environmental models. A first step toward increasing environmental model sharing and reuse is to define a general metadata framework for models that is flexible and, therefore, applicable across the wide variety of models used by environmental modelers. This paper proposes a general approach for representing environmental model metadata that extends the Dublin Core metadata framework. The framework is implemented within the HydroShare system and applied for a hydrologic model sharing use case. This example application demonstrates how the metadata framework implemented within HydroShare can assist in model sharing, publication, reuse, and reproducibility. The design of a metadata framework for model programs and instances is presented.The metadata framework is implemented within the HydroShare system.The framework is built from general standards like RDF, Dublin Core, and BagIt.The implementation is demonstrated for a hydrologic model publication use case.The implementation assists in model sharing, publication, reuse and reproducibility.

[1]  Scott D. Peckham The CSDMS Standard Names: Cross-Domain Naming Conventions for Describing Process Models, Data Sets and Their Associated Variables , 2014 .

[2]  Scott D. Peckham,et al.  A component-based approach to integrated modeling in the geosciences: The design of CSDMS , 2013, Comput. Geosci..

[3]  Gavin Walker,et al.  WaterML2.0: development of an open standard for hydrological time-series data exchange , 2014 .

[4]  Alva L. Couch,et al.  A Resource Centric Approach for Advancing Collaboration Through Hydrologic Data and Model Sharing , 2014 .

[5]  Jeffery S. Horsburgh,et al.  An Architectural Overview of Hydroshare, A Next-Generation Hydrologic Information System , 2014 .

[6]  M. Morsy,et al.  Distributed Stormwater Controls for Flood Mitigation within Urbanized Watersheds: Case Study of Rocky Branch Watershed in Columbia, South Carolina , 2016 .

[7]  J. B. Gregersen,et al.  OpenMI: Open modelling interface , 2007 .

[8]  V. Singh,et al.  Mathematical Modeling of Watershed Hydrology , 2002 .

[9]  Quillon Harpham,et al.  Towards standard metadata to support models and interfaces in a hydro-meteorological model chain , 2015 .

[10]  Lan Zhao,et al.  SWATShare - A web platform for collaborative research and education through online sharing, simulation and visualization of SWAT models , 2016, Environ. Model. Softw..

[11]  Mary C. Hill,et al.  Integrated environmental modeling: A vision and roadmap for the future , 2013, Environ. Model. Softw..

[12]  Reagan Moore,et al.  Using a data grid to automate data preparation pipelines required for regional-scale hydrologic modeling , 2016, Environ. Model. Softw..

[13]  Suzanne A. Pierce,et al.  Toward the Geoscience Paper of the Future: Best practices for documenting and sharing research from data to software to provenance , 2016 .

[14]  Hydrologic Modeling Inventory: Cooperative Research Effort , 2006 .

[15]  Jeffrey M. Sadler,et al.  Extending HydroShare to enable hydrologic time series data as social media , 2016 .

[16]  Alva L. Couch,et al.  HydroShare: Advancing Collaboration through Hydrologic Data and Model Sharing , 2015 .

[17]  Reagan Moore,et al.  iRODS Primer: Integrated Rule-Oriented Data System , 2010, iRODS Primer.

[18]  M. Morsy,et al.  Metadata for Describing Water Models , 2014 .

[19]  Robert M. Argent,et al.  An overview of model integration for environmental applications--components, frameworks and semantics , 2004, Environ. Model. Softw..

[20]  Jane Greenberg,et al.  Metadata for Describing Water Models , 2014 .

[21]  J. Famiglietti,et al.  A decade of RAPID—Reflections on the development of an open source geoscience code , 2016 .

[22]  Christoph Wosniok,et al.  A metadata-driven management system for numerical modeling , 2013, 2013 OCEANS - San Diego.

[23]  Gail Clement,et al.  Toward the Geoscience Paper of the Future: Best practices for documenting and sharing research from data to software to provenance , 2017 .

[24]  Jeffery S. Horsburgh,et al.  HydroShare: Sharing Diverse Environmental Data Types and Models as Social Objects with Application to the Hydrology Domain , 2016 .

[25]  Terence R. Smith,et al.  A Content Standard for Computational Models , 2001, D Lib Mag..

[26]  J. Goodall,et al.  An ontology for component‐based models of water resource systems , 2013 .

[27]  Mary C. Whitton,et al.  Server‐side workflow execution using data grid technology for reproducible analyses of data‐intensive hydrologic systems , 2016 .