Advancing Science with VGI: Reproducibility and Replicability of Recent Studies using VGI
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INVESTIGACIONMetadades
Títol
Advancing Science with VGI: Reproducibility and Replicability of Recent Studies using VGIData de publicació
2017Editor
WileyISSN
1361-1682; 1467-9671Cita bibliogràfica
F.O. Ostermann, C. Granell. Advancing Science with VGI: Reproducibility and Replicability of Recent Studies using VGI . T ransactions in GI S , 21(2): 224 – 237, 2017Tipus de document
info:eu-repo/semantics/articleVersió de l'editorial
http://onlinelibrary.wiley.com/doi/10.1111/tgis.12195/fullVersió
info:eu-repo/semantics/submittedVersionParaules clau / Matèries
Resum
In scientific research, reproducibility and replicability are requirements to ensure the advancement of our
body of knowledge.
T
his holds true also for VGI
-
related research and studies. However, the
char ... [+]
In scientific research, reproducibility and replicability are requirements to ensure the advancement of our
body of knowledge.
T
his holds true also for VGI
-
related research and studies. However, the
characteristics
of VGI suggest particular difficulties in
ensuring
reproducibility and replicability
. In this
paper,
we aim to examine the current situation in VGI
-
related research
,
and identify strategies to ensure
realization of its full potential. To do so, we first
investigate
the different aspects of reprod
ucibility and
replicability
and their impact on
VGI
-
related research
. These impacts are different depending on the
objectives
of the study. Therefore
, we examine the
study
focus of VGI
-
related research to assess the
current body of research
and structure o
ur assessment
. Th
is work is
based
on a rigorous review of the
elements of reproducibility and a systematic mapping and analysis
of
58
papers on the use of VGI in the
crisis management field. Results of our investigation show that reproducibility issues related to data are
a
serious
concern
, while reproducibility issues related to analysis methods and processes face fewer
challenges. Howe
ver, since most studies still focus on
analyzing
the source data, reproducibility and
replicability are
still an unsolved problem
in VGI
-
related research. Therefore, we
show initiative
s
tackling
the problem, and
finally formulate strategies to improve the
situation [-]
Publicat a
Transactions in GIS, 2017, vol. 21, núm. 2Drets d'accés
© 2015 John Wiley & Sons Ltd
"This is the pre-peer reviewed version of the following article: F.O. Ostermann, C. Granell.
Advancing Science with VGI: Reproducibility and
Replicability of Recent Studies using VGI
.
Transactions in GIS
, 21(2): 224
–
237, 2017., which has been published in final form at
http://dx.doi.org/10.1111/tgis.12195. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Self-Archiving."
http://rightsstatements.org/vocab/InC/1.0/
info:eu-repo/semantics/openAccess
http://rightsstatements.org/vocab/InC/1.0/
info:eu-repo/semantics/openAccess
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