layer-by-layer, designed information technology … that are composed of no more than a stack of protocols” • “We need open standards… and above all, we need to teach scientists to work in this new layer of data” 2 From the essay: “I have seen the Paradigm Shift, and It Is Us”, byJohn Wilbanks, in the book “The Fourth Paradigm” Data Web TCP/IP Ethernet
Avoid customer-specific stovepipes • Standardized access services implemented at data providers 4 Customer Web access service Data Provider Observations Models
NcML NcML NcML NcML Common Data Model OPeNDAP+CF WCS NetCDF Subset THREDDS Data Server Standardized (CF-1.6, UGRID-0.9) Virtual Datasets Nonstandard Model Output Data Files Web Services Matlab Panoply IDV Clients NetCDF -Java Library or Broker WMS ncISO ArcGIS NetCDF4 -Python FVCOM Python ERDDAP NetCDF-Java SOS Geoportal Server GeoNetwork GI-CAT Observed data (buoy, gauge, ADCP, glider) Web Portals CKAN-pyCSW NcML Grid Ugrid TimeSeries Profile Trajectory TimeSeriesProfile Nonstandard Data Files Catalog Services
Sandy funding (Warner & Ganju) • Goal: A single portal for discovering and viewing distributed data across CMG • Our model output was already available via standard services supported by IOOS • Leverage IOOS-funded portal-building infrastructure • Collaborative between CIDA and IOOS developers (Axiom Data Science) 14
Maintain the portals • Bring in St. Pete and Santa Cruz datasets • Work toward a open-source portal infrastructure for the entire geospatial community • Metanomy.org example 27