Evaluating data quality collected by volunteers for first-level inspection of hydraulic structures in mountain catchments

Volunteers have been trained to perform first-level inspections of hydraulic structures within campaigns promoted by civil protection of Friuli Venezia Giulia (Italy). Two inspection forms and a learning session were prepared to standardize data collection on the functional status of bridges and che...

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Main Authors: V. J. Cortes Arevalo, M. Charrière, G. Bossi, S. Frigerio, L. Schenato, T. Bogaard, C. Bianchizza, A. Pasuto, S. Sterlacchini
Format: Article
Language:English
Published: Copernicus Publications 2014-10-01
Series:Natural Hazards and Earth System Sciences
Online Access:http://www.nat-hazards-earth-syst-sci.net/14/2681/2014/nhess-14-2681-2014.pdf
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spelling doaj-db73902ecb604d01a2bde492724e99f22020-11-24T22:40:46ZengCopernicus PublicationsNatural Hazards and Earth System Sciences1561-86331684-99812014-10-0114102681269810.5194/nhess-14-2681-2014Evaluating data quality collected by volunteers for first-level inspection of hydraulic structures in mountain catchmentsV. J. Cortes Arevalo0M. Charrière1G. Bossi2S. Frigerio3L. Schenato4T. Bogaard5C. Bianchizza6A. Pasuto7S. Sterlacchini8Delft University of Technology, Delft, the NetherlandsDelft University of Technology, Delft, the NetherlandsItalian National Research Council, Institute for Geo-hydrological Protection, CNR-IRPI, Padova, ItalyItalian National Research Council, Institute for Geo-hydrological Protection, CNR-IRPI, Padova, ItalyItalian National Research Council, Institute for Geo-hydrological Protection, CNR-IRPI, Padova, ItalyDelft University of Technology, Delft, the NetherlandsInstitute of International Sociology Gorizia, ISIG, Gorizia, ItalyItalian National Research Council, Institute for Geo-hydrological Protection, CNR-IRPI, Padova, ItalyItalian National Research Council, Institute for the Dynamic of Environmental Processes, CNR-IDPA, Milan, ItalyVolunteers have been trained to perform first-level inspections of hydraulic structures within campaigns promoted by civil protection of Friuli Venezia Giulia (Italy). Two inspection forms and a learning session were prepared to standardize data collection on the functional status of bridges and check dams. In all, 11 technicians and 25 volunteers inspected a maximum of six structures in Pontebba, a mountain community within the Fella Basin. Volunteers included civil-protection volunteers, geosciences and social sciences students. Some participants carried out the inspection without attending the learning session. Thus, we used the mode of technicians in the learning group to distinguish accuracy levels between volunteers and technicians. Data quality was assessed by their accuracy, precision and completeness. We assigned ordinal scores to the rating scales in order to get an indication of the structure status. We also considered performance and feedback of participants to identify corrective actions in survey procedures. Results showed that volunteers could perform comparably to technicians, but only with a given range in precision. However, a completeness ratio (question/parameter) was still needed any time volunteers used unspecified options. Then, volunteers' ratings could be considered as preliminary assessments without replacing other procedures. Future research should consider advantages of mobile applications for data-collection methods.http://www.nat-hazards-earth-syst-sci.net/14/2681/2014/nhess-14-2681-2014.pdf
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language English
format Article
sources DOAJ
author V. J. Cortes Arevalo
M. Charrière
G. Bossi
S. Frigerio
L. Schenato
T. Bogaard
C. Bianchizza
A. Pasuto
S. Sterlacchini
spellingShingle V. J. Cortes Arevalo
M. Charrière
G. Bossi
S. Frigerio
L. Schenato
T. Bogaard
C. Bianchizza
A. Pasuto
S. Sterlacchini
Evaluating data quality collected by volunteers for first-level inspection of hydraulic structures in mountain catchments
Natural Hazards and Earth System Sciences
author_facet V. J. Cortes Arevalo
M. Charrière
G. Bossi
S. Frigerio
L. Schenato
T. Bogaard
C. Bianchizza
A. Pasuto
S. Sterlacchini
author_sort V. J. Cortes Arevalo
title Evaluating data quality collected by volunteers for first-level inspection of hydraulic structures in mountain catchments
title_short Evaluating data quality collected by volunteers for first-level inspection of hydraulic structures in mountain catchments
title_full Evaluating data quality collected by volunteers for first-level inspection of hydraulic structures in mountain catchments
title_fullStr Evaluating data quality collected by volunteers for first-level inspection of hydraulic structures in mountain catchments
title_full_unstemmed Evaluating data quality collected by volunteers for first-level inspection of hydraulic structures in mountain catchments
title_sort evaluating data quality collected by volunteers for first-level inspection of hydraulic structures in mountain catchments
publisher Copernicus Publications
series Natural Hazards and Earth System Sciences
issn 1561-8633
1684-9981
publishDate 2014-10-01
description Volunteers have been trained to perform first-level inspections of hydraulic structures within campaigns promoted by civil protection of Friuli Venezia Giulia (Italy). Two inspection forms and a learning session were prepared to standardize data collection on the functional status of bridges and check dams. In all, 11 technicians and 25 volunteers inspected a maximum of six structures in Pontebba, a mountain community within the Fella Basin. Volunteers included civil-protection volunteers, geosciences and social sciences students. Some participants carried out the inspection without attending the learning session. Thus, we used the mode of technicians in the learning group to distinguish accuracy levels between volunteers and technicians. Data quality was assessed by their accuracy, precision and completeness. We assigned ordinal scores to the rating scales in order to get an indication of the structure status. We also considered performance and feedback of participants to identify corrective actions in survey procedures. Results showed that volunteers could perform comparably to technicians, but only with a given range in precision. However, a completeness ratio (question/parameter) was still needed any time volunteers used unspecified options. Then, volunteers' ratings could be considered as preliminary assessments without replacing other procedures. Future research should consider advantages of mobile applications for data-collection methods.
url http://www.nat-hazards-earth-syst-sci.net/14/2681/2014/nhess-14-2681-2014.pdf
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