HydroShare: Advancing Hydrology through Collaborative Data and Model Sharing David Tarboton, Ray Idaszak, Jeffery Horsburgh, Dan Ames, Jon Goodall, Larry.

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Presentation transcript:

HydroShare: Advancing Hydrology through Collaborative Data and Model Sharing David Tarboton, Ray Idaszak, Jeffery Horsburgh, Dan Ames, Jon Goodall, Larry Band, Venkatesh Merwade, Alva Couch, Rick Hooper, David Maidment, Pabitra Dash, Michael Stealey, Hong Yi, Tian Gan, Tony Castronova, Brian Miles, Zhiyu Li, Mohamed Morsy OCI OCI USU, RENCI, BYU, UNC, UVA, CUAHSI, Tufts, Texas, Purdue, Caktus

Motivation – requires integration of information from multiple sources – is data and computationally intensive – requires collaboration and working as a team/community Data Analysis Models Advancing Hydrologic Understanding Grand challenge (NRC 2001): Better hydrologic forecasting that quantifies effects and consequences of land surface change on hydrologic processes and conditions Floods and Droughts

Data and models used by hydrologists are diverse… Time series Geographic rasters Geographic features Multidimensional space/time Model programs Model instances … We need to move beyond time series to more general Hydrologic Information Systems that better support the data/models we use and the way we work From Jeff Horsburgh

Web based collaboration environment Being collaboratively developed by USU, RENCI, BYU, UNC, UVA, CUAHSI, Tufts, Texas, Purdue, Caktus Open Development at (contributors are welcome) Enable more rapid advances in hydrologic understanding through collaborative data sharing, analysis and modeling

Functionality Sharing and publication of data Social discovery and added value Model sharing Model input data preparation Model execution Visualization and analysis (best of practice tools) Server/Cloud Computation Platform independence Big data Reproducibility Reduce needs for software installation and configuration Collaboration Clearing your desk!

Architecture Resource exploration Actions on Resources Distributed file storage Parallels the paradigm for how PC’s are used Organize and annotate your content Manage access Web software to operate on content you have access to (Apps) Extensibility HydroShare AppsDjango website iRODS “Network File System” API OAuth Anyone can set up a server/app platform (software service) to operate on HydroShare resources through iRODS and API SWATShare (Hubzero) CyberGIS Unidata - THREDDS, Hyrax Landlab ?

At its heart, HydroShare is a system for sharing Resources and Collaborating Files and sets of files structured to represent a hydrologic process, model, or element in the hydrologic environment Standard data models enhance interoperability and support functionality “hydro value added” Tools (Web apps) that act on resources to visualize, modify and create new resources – Encode standard/best practices Access control and sharing model

Types of data supported as resources Resource Types Generic Geographic Raster Time Series Multidimensional Model program Model instance – SWAT Model Instance Web App Geographic Feature Referenced Time Series (CUAHSI HIS web service link) River Geometry Sample based observations (ODM2 and CZO) Composite resources (Collections of resources) x y t

Resource Data Model holds all the information for formal publication with DOI Horsburgh, J. S., et al., (2015), "Hydroshare: Sharing Diverse Environmental Data Types and Models as Social Objects with Application to the Hydrology Domain," JAWRA, Open Archives Initiative – Object Reuse and Exchange (OAI-ORE) - standards for the description and exchange of aggregations of Web resources BagIt – hierarchical file packaging format designed to support disk- based or network-based storage and transfer of generalized digital content Compatible with DataOne

Collaborative data analysis and publication DOI META DOI Creates dataset Uploads to Hydroshare Shares with colleagues Iterates and versions using Python Uploads code to GitHub Creates and verifies metadata Publishes dataset Writes paper, cites dataset and code API From Jeff Horsburgh

supports web based visualization and analysis working with HydroShare Resources

Tethys/Geoserver Raster Viewer display of Raster Resources

THREDDS Server link to act on Multidimensional resources in netCDF format

Automatic and natural metadata gathering eases some of the pain of metadata entry For geographic raster WGS 84 Coverage information automatically harvested from GeoTIFF coordinate system information For multidimensional netCDF data with CF convention metadata the HydroShare RDM metadata can be fully and automatically completed

Collaborative “social” functions for access control, commenting and rating.

Summary 1.A new, web-based system for advancing model and data sharing 2.Access multiple types of hydrologic data using standards compliant data formats and interfaces 3.Flexible discovery functionality 4.Model sharing and execution 5.Facilitate and ease access to use of high performance computing 6.Social media and collaboration functionality 7.Links to other data and modeling systems

– USU – RENCI/UNC – CUAHSI – BYU – Tufts – UVA – Texas – Purdue – SDSC Thanks to the HydroShare team! OCI OCI