Title :
Geospatial data provenance in Cyberinfrastructure
Author :
Yue, Peng ; He, Lianlian
Author_Institution :
State Key Lab. of Inf. Eng. in Surveying, Wuhan Univ., Wuhan, China
Abstract :
A new generation of information infrastructure, Cyberinfrastructure, is being developed to support the next generation of geoscientific research. Constructing distributed and complex geo-processing workflows is an important activity in Cyberinfrastructure. As more and more scientists use geo-processing workflow or service chains to integrate various distributed data and services to perform geoscientific analyses, it becomes important to capture the provenance (i.e. processing history), also known as lineage, of a particular derived data product, so that researchers can determine the reliability of the data products, validate and reproduce scientific results in the Cyberinfrastructure when needed. This paper gives an overview of recent methods on data provenance in both the general information domain and geospatial domain. Key considerations for development of geospatial provenance-aware service-oriented applications in Cyberinfrastructure are highlighted. The results will be helpful for geoscientists in (1) understanding the validity of developing and using provenance-aware geospatial applications, (2) assessing what operational system framework and approaches are available and applicable within their applications, and (3) identifying the critical issues and directing future research agenda for provenance-aware applications in Geo-Cyberinfrastructure.
Keywords :
geographic information systems; software architecture; complex geoprocessing workflows; cyberinfrastructure; distributed geoprocessing workflows; general information domain; geoscientific analysis; geoscientific research; geospatial data provenance; geospatial domain; geospatial provenance-aware service-oriented application; information infrastructure; operational system framework; provenance-aware geospatial application; service chains; Data engineering; Database systems; Geographic Information Systems; Helium; History; ISO standards; Laboratories; Performance analysis; Remote sensing; Web services; Cyberinfrastructure; Data Provenance; Geo-Processing Workflow; Geospatial Web Service; Lineage;
Conference_Titel :
Geoinformatics, 2009 17th International Conference on
Conference_Location :
Fairfax, VA
Print_ISBN :
978-1-4244-4562-2
Electronic_ISBN :
978-1-4244-4563-9
DOI :
10.1109/GEOINFORMATICS.2009.5293509