TY - JOUR
T1 - A provenance metadata model integrating ISO geospatial lineage and the OGC WPS: Conceptual model and implementation
AU - Closa, Guillem
AU - Masó, Joan
AU - Zabala, Alaitz
AU - Pesquer, Lluís
AU - Pons, Xavier
PY - 2019/10/1
Y1 - 2019/10/1
N2 - © 2019 The Authors. Transactions in GIS published by John Wiley & Sons Ltd Nowadays, there are still some gaps in the description of provenance metadata. These gaps prevent the capture of comprehensive provenance, useful for reuse and reproducibility. In addition, the lack of automated tools for capturing provenance hinders the broad generation and compilation of provenance information. This work presents a provenance engine (PE) that captures and represents provenance information using a combination of the Web Processing Service (WPS) standard and the ISO 19115 geospatial lineage model. The PE, developed within the MiraMon GIS & RS software, automatically records detailed information about sources and processes. The PE also includes a metadata editor that shows a graphical representation of the provenance and allows users to complement provenance information by adding missing processes or deleting redundant process steps or sources, thus building a consistent geospatial workflow. One use case is presented to demonstrate the usefulness and effectiveness of the PE: the generation of a radiometric pseudo-invariant areas bench for the Iberian Peninsula. This remote-sensing use case shows how provenance can be automatically captured, also in a non-sequential complex flow, and its essential role in the automation and replication tasks in work with very large amounts of geospatial data.
AB - © 2019 The Authors. Transactions in GIS published by John Wiley & Sons Ltd Nowadays, there are still some gaps in the description of provenance metadata. These gaps prevent the capture of comprehensive provenance, useful for reuse and reproducibility. In addition, the lack of automated tools for capturing provenance hinders the broad generation and compilation of provenance information. This work presents a provenance engine (PE) that captures and represents provenance information using a combination of the Web Processing Service (WPS) standard and the ISO 19115 geospatial lineage model. The PE, developed within the MiraMon GIS & RS software, automatically records detailed information about sources and processes. The PE also includes a metadata editor that shows a graphical representation of the provenance and allows users to complement provenance information by adding missing processes or deleting redundant process steps or sources, thus building a consistent geospatial workflow. One use case is presented to demonstrate the usefulness and effectiveness of the PE: the generation of a radiometric pseudo-invariant areas bench for the Iberian Peninsula. This remote-sensing use case shows how provenance can be automatically captured, also in a non-sequential complex flow, and its essential role in the automation and replication tasks in work with very large amounts of geospatial data.
UR - http://www.mendeley.com/research/provenance-metadata-model-integrating-iso-geospatial-lineage-ogc-wps-conceptual-model-implementation
U2 - 10.1111/tgis.12555
DO - 10.1111/tgis.12555
M3 - Article
SN - 1361-1682
VL - 23
SP - 1102
EP - 1124
JO - Transactions in GIS
JF - Transactions in GIS
IS - 5
ER -