A provenance framework for Web geoprocessing workflows

In a service-oriented geo scientific research environment, individual geospatial services must be chained together as Web geoprocessing workflows to solve a complex geoscientific problem. The development of Web geoprocessing workflows can be divided into three phases: process modeling, process model...

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Hauptverfasser: Peng Yue, Ziheng Sun, Jianya Gong, Liping Di, Xianchang Lu
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Ziheng Sun
Jianya Gong
Liping Di
Xianchang Lu
description In a service-oriented geo scientific research environment, individual geospatial services must be chained together as Web geoprocessing workflows to solve a complex geoscientific problem. The development of Web geoprocessing workflows can be divided into three phases: process modeling, process model instantiation, workflow execution. Provenance, or called lineage, records the derivation history of a data product. This paper presents a provenance framework for Web geoprocessing workflows. Such a framework includes the provenance representation, provenance recording, provenance storage, provenance service, and provenance applications. The concept of "three levels of geospatial provenance" is used to advocate the categories of provenance at the knowledge, service, and data level. The three-level view addresses the derivation history in the three-phase development of Web geoprocessing workflows. The applications of provenance are demonstrated by allowing re-orchestration of geoprocessing workflows at different phases using different levels of provenance and creating a more flexible system for Web geoprocessing workflows.
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subjects Data models
Data Provenance
Educational institutions
Geoprocessing Workflow
Geospatial analysis
Geospatial Web Service
GIS
History
Lineage
Process control
Prototypes
Web services
title A provenance framework for Web geoprocessing workflows
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