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QA/QC in SOS services

Incorporating QA/QC into SOS services

Goal

  • Describe QA/QC processing done by DataProvider in SensorML documentation of instrumentation and systems
  • Make available QA/QC data in the output response of GetObservation requests at the DataProvider's discretion
  • Filter out bad data based on QA/QC processing at the DataProvider's discretion
  • Add QA/QC functionality to existing Tethys cookbook implemtations
  • Enable Dynamic QA/QC processing via SesnorML ProcessChains and Processing engines
  • Enable Discovery of existing Processes and Tests

Road Map

  • DataProviders organize and describe their QA/QC processing in terms of SensorML <input>, <output>, and <parameter> elements
  • DataProviders configure SensorML ProcessChains that link the various components of their QA/QC algorithms together
  • Common Processes and Tests may be registered in an ontology and reused by multilple providers- i.e. TimeContinuityCheck
  • Processes, Tests, and terms that are unique to a certain DataProvider should be registered in a Semantic ontology so that it may be resolvable

Resources

Organization

  • QARTOD - http://nautilus.baruch.sc.edu/twiki/bin/view
  • Q2O (Qartod-to-OGC) - http://q2o.whoi.edu/

Links

  •  Draft implementation of QA/QC for ADCP Waves data Processing at Martha's Vineyard Coastal Observatory- this version continues to undergo minor modifications, and should be finalized soon: http://q2o.whoi.edu/node/127
  •  QARTOD Test Descriptions:  http://cdip.ucsd.edu/documents/index/product_docs/qc_summaries/waves/waves_table.php
  •  Template files for ProcessModel and ProcessChain. ProcessModel is used for Atomic Processes that are performed on your  data.  IN other  words, the Process cannot be broken down into smaller pieces.  A ranngeCheck on a single value is an example of a ProcessModel.  ProcessChain is used for Composite processes, composed of other ProcessChains and ProcessModels.
  1. ProcessModelTemplate.xml
  2. ProcChainTemplate.xml

 

 

 

 

 

 

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