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Pedestrian street behavior mapping using unmanned aerial vehicles. A case study in Santiago de Chile
Objective observation of pedestrian behavior on the street has traditionally been difficult due to intensive commitment of time and resources with spatial analysis of pedestrian locations encountering additional problems. Recently, Unmanned Aerial Vehicles (UAVs) have gained popularity due to the si...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10057744/ https://www.ncbi.nlm.nih.gov/pubmed/36989213 http://dx.doi.org/10.1371/journal.pone.0282024 |
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author | Parra-Ovalle, Daniel Miralles-Guasch, Carme Marquet, Oriol |
author_facet | Parra-Ovalle, Daniel Miralles-Guasch, Carme Marquet, Oriol |
author_sort | Parra-Ovalle, Daniel |
collection | PubMed |
description | Objective observation of pedestrian behavior on the street has traditionally been difficult due to intensive commitment of time and resources with spatial analysis of pedestrian locations encountering additional problems. Recently, Unmanned Aerial Vehicles (UAVs) have gained popularity due to the significant improvements they offer over other conventional observation systems, such as their ability to cover larger surface areas in less time. This study tests the performance of UAV-based observation techniques in measuring pedestrian activity in two comparative settings in Santiago de Chile. The study develops an alternative technique adapting the behavioral mapping methodology that allows acquiring information about the people’s activities and the places where they are carried out. In this study a set of streets in the city of Santiago de Chile was selected as a case study, and the reliability of those observations was tested among raters in a population sample. Further, the use of a Geographic Information System (GIS) in the data coding process is detailed and exemplified using some of its spatial analysis tools. The results show high levels of inter-rater reliability in the different categories of recorded data. Finally, we discuss the advantages and limitations in observing pedestrian behavior using this technology and observation technique. |
format | Online Article Text |
id | pubmed-10057744 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-100577442023-03-30 Pedestrian street behavior mapping using unmanned aerial vehicles. A case study in Santiago de Chile Parra-Ovalle, Daniel Miralles-Guasch, Carme Marquet, Oriol PLoS One Research Article Objective observation of pedestrian behavior on the street has traditionally been difficult due to intensive commitment of time and resources with spatial analysis of pedestrian locations encountering additional problems. Recently, Unmanned Aerial Vehicles (UAVs) have gained popularity due to the significant improvements they offer over other conventional observation systems, such as their ability to cover larger surface areas in less time. This study tests the performance of UAV-based observation techniques in measuring pedestrian activity in two comparative settings in Santiago de Chile. The study develops an alternative technique adapting the behavioral mapping methodology that allows acquiring information about the people’s activities and the places where they are carried out. In this study a set of streets in the city of Santiago de Chile was selected as a case study, and the reliability of those observations was tested among raters in a population sample. Further, the use of a Geographic Information System (GIS) in the data coding process is detailed and exemplified using some of its spatial analysis tools. The results show high levels of inter-rater reliability in the different categories of recorded data. Finally, we discuss the advantages and limitations in observing pedestrian behavior using this technology and observation technique. Public Library of Science 2023-03-29 /pmc/articles/PMC10057744/ /pubmed/36989213 http://dx.doi.org/10.1371/journal.pone.0282024 Text en © 2023 Parra-Ovalle et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Parra-Ovalle, Daniel Miralles-Guasch, Carme Marquet, Oriol Pedestrian street behavior mapping using unmanned aerial vehicles. A case study in Santiago de Chile |
title | Pedestrian street behavior mapping using unmanned aerial vehicles. A case study in Santiago de Chile |
title_full | Pedestrian street behavior mapping using unmanned aerial vehicles. A case study in Santiago de Chile |
title_fullStr | Pedestrian street behavior mapping using unmanned aerial vehicles. A case study in Santiago de Chile |
title_full_unstemmed | Pedestrian street behavior mapping using unmanned aerial vehicles. A case study in Santiago de Chile |
title_short | Pedestrian street behavior mapping using unmanned aerial vehicles. A case study in Santiago de Chile |
title_sort | pedestrian street behavior mapping using unmanned aerial vehicles. a case study in santiago de chile |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10057744/ https://www.ncbi.nlm.nih.gov/pubmed/36989213 http://dx.doi.org/10.1371/journal.pone.0282024 |
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