TY - JOUR
T1 - Pedestrian street behavior mapping using unmanned aerial vehicles
T2 - A case study in Santiago de Chile
AU - Parra-Ovalle, Daniel
AU - Miralles-Guasch, Carme
AU - Marquet, Oriol
N1 - OM has received funding from the Spanish Ministry of Science and Innovation of the
Government of Spain (RyC RYC2020-029441-I). This research was also funded by the Ministry of Science and Innovation of the Government of Spain [grant number PID2019-104344RB-I00].
PY - 2023/3/29
Y1 - 2023/3/29
N2 - 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.
AB - 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.
KW - Chile/epidemiology
KW - Cities
KW - Humans
KW - Pedestrians
KW - Reproducibility of Results
KW - Unmanned Aerial Devices
UR - http://www.scopus.com/inward/record.url?scp=85151312919&partnerID=8YFLogxK
UR - https://www.mendeley.com/catalogue/85c4f6a0-c78c-3660-b977-8000aa64962f/
U2 - 10.1371/journal.pone.0282024
DO - 10.1371/journal.pone.0282024
M3 - Article
C2 - 36989213
AN - SCOPUS:85151312919
SN - 1932-6203
VL - 18
JO - PloS one
JF - PloS one
IS - 3
M1 - e0282024
ER -