Remote structural characterization of thousands of buildings from San Jose, Costa Rica
The present work shows the implementation of a data collection strategy for characterizing large amounts of buildings efficiently by the conduction of remote surveys on 360° panoramic images and aerial photographs. A set of 7,296 buildings from the Latin American city of San José, Costa Rica were st...
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Published in | Frontiers in built environment Vol. 8 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
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Frontiers Media S.A
08.09.2022
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Abstract | The present work shows the implementation of a data collection strategy for characterizing large amounts of buildings efficiently by the conduction of remote surveys on 360° panoramic images and aerial photographs. A set of 7,296 buildings from the Latin American city of San José, Costa Rica were studied and characterized from a structural engineering point of view, obtaining information like occupancy type, height, type of lateral load resisting system, and structural irregularities, among others. Also, an estimation of the error of the remote surveys was performed, by contrasting its results with the ones of field (
in situ
) surveys applied on a subset of 556 structures denominated “control buildings.” The results show that for San José buildings, the predominant occupancy type, height, type, and material of the lateral load resisting system are, respectively, residential, one or two storey, wall type of confined-reinforced masonry. The overall precision level estimated for the remote surveys was 75 %, which the authors consider acceptable and an improvement when compared to more popular surveys, for example, the field surveys carried out during a population and housing census that typically have an estimated precision level of 50 %. The results proved the adopted strategy to be a promising one, albeit subject to improvements to increase its precision and reduce the implementation time. |
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AbstractList | The present work shows the implementation of a data collection strategy for characterizing large amounts of buildings efficiently by the conduction of remote surveys on 360° panoramic images and aerial photographs. A set of 7,296 buildings from the Latin American city of San José, Costa Rica were studied and characterized from a structural engineering point of view, obtaining information like occupancy type, height, type of lateral load resisting system, and structural irregularities, among others. Also, an estimation of the error of the remote surveys was performed, by contrasting its results with the ones of field (in situ) surveys applied on a subset of 556 structures denominated “control buildings.” The results show that for San José buildings, the predominant occupancy type, height, type, and material of the lateral load resisting system are, respectively, residential, one or two storey, wall type of confined-reinforced masonry. The overall precision level estimated for the remote surveys was 75 %, which the authors consider acceptable and an improvement when compared to more popular surveys, for example, the field surveys carried out during a population and housing census that typically have an estimated precision level of 50 %. The results proved the adopted strategy to be a promising one, albeit subject to improvements to increase its precision and reduce the implementation time. The present work shows the implementation of a data collection strategy for characterizing large amounts of buildings efficiently by the conduction of remote surveys on 360° panoramic images and aerial photographs. A set of 7,296 buildings from the Latin American city of San José, Costa Rica were studied and characterized from a structural engineering point of view, obtaining information like occupancy type, height, type of lateral load resisting system, and structural irregularities, among others. Also, an estimation of the error of the remote surveys was performed, by contrasting its results with the ones of field ( in situ ) surveys applied on a subset of 556 structures denominated “control buildings.” The results show that for San José buildings, the predominant occupancy type, height, type, and material of the lateral load resisting system are, respectively, residential, one or two storey, wall type of confined-reinforced masonry. The overall precision level estimated for the remote surveys was 75 %, which the authors consider acceptable and an improvement when compared to more popular surveys, for example, the field surveys carried out during a population and housing census that typically have an estimated precision level of 50 %. The results proved the adopted strategy to be a promising one, albeit subject to improvements to increase its precision and reduce the implementation time. |
Author | Haas, Michael Moya-Fernández, Aarón Hidalgo-Leiva, Diego Esquivel-Salas, Luis C. Pittore, Massimiliano Schmidt-Díaz, Víctor |
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References | Hu (B12) 2014; 60 Pittore (B17) 2018; 4 Malavassi-Aguilar (B13) 2013 Wieland (B24) 2012; 36 Brzev (B3) 2013 Castro (B5) 2017 Parolai (B15) Stone (B22) 2017 Allen (B1) 2021 Parolai (B16) Hidalgo-Leiva (B11) 2021; 234 (B23) 2018 (B19) 2018 Simpson (B21) 2014 (B10) 2015; 388 Esquivel-Salas (B7) Rosser (B20) 2014 Esquivel-Salas (B9) (B6) 2017 Pittore (B18) 2015; 4 Miyamoto (B14) 2018 Blanco-Saenz (B2) 2021; 2 Calderón (B4) 2019; 17 Esquivel-Salas (B8) 2022 |
References_xml | – volume-title: Photographs of buildings from San Jose canton, Costa Rica, taken from the street ident: B7 contributor: fullname: Esquivel-Salas – volume: 36 start-page: 70 year: 2012 ident: B24 article-title: Estimating building inventory for rapid seismic vulnerability assessment : Towards an integrated approach based on multi-source imaging publication-title: Soil Dyn. Earthq. Eng. doi: 10.1016/j.soildyn.2012.01.003 contributor: fullname: Wieland – year: 2017 ident: B5 article-title: Entre temblores y cemento publication-title: Cambio Político contributor: fullname: Castro – start-page: 2626 volume-title: PostgreSQL year: 2018 ident: B19 – volume-title: Exposure and vulnerability for seismic risk evaluations. year: 2017 ident: B22 contributor: fullname: Stone – start-page: 89 volume-title: Costa Rica republic constitution year: 2017 ident: B6 – volume-title: Glossary for gem taxonomy year: 2021 ident: B1 contributor: fullname: Allen – volume: 234 start-page: 111998 year: 2021 ident: B11 article-title: Nonlinear static and dynamic analyses of Costa Rican reinforced concrete masonry structures publication-title: Eng. Struct. doi: 10.1016/j.engstruct.2021.111998 contributor: fullname: Hidalgo-Leiva – start-page: 1 ident: B15 article-title: DB2 Software platform and processing tools publication-title: SIBYL Proj. Deriv. contributor: fullname: Parolai – volume: 4 start-page: 2401 year: 2015 ident: B18 article-title: Improving post-earthquake insurance claim management: A novel approach to prioritize geospatial data collection publication-title: ISPRS Int. J. Geoinf. doi: 10.3390/ijgi4042401 contributor: fullname: Pittore – volume-title: Eleventh U.S. National conference on earthquake engineering year: 2018 ident: B14 article-title: USAID/OFDA PREPARE program for Costa Rica contributor: fullname: Miyamoto – start-page: 447 volume-title: La conservación del patrimonio en Costa Rica year: 2013 ident: B13 article-title: Los “barrios del sur” del Cantón de San José, Costa Rica. Los corredores históricos y la vivienda de madera, 1910-1955 contributor: fullname: Malavassi-Aguilar – start-page: 188 volume-title: GEM Building taxonomy version 2.0 year: 2013 ident: B3 contributor: fullname: Brzev – volume-title: Dataset of the attributes affecting seismic performance of a sample of buildings from San José-Costa Rica ident: B9 contributor: fullname: Esquivel-Salas – volume: 17 start-page: 1257 year: 2019 ident: B4 article-title: Probabilistic seismic vulnerability and loss assessment of the residential building stock in Costa Rica publication-title: Bull. Earthq. Eng. doi: 10.1007/s10518-018-0499-1 contributor: fullname: Calderón – volume: 388 year: 2015 ident: B10 article-title: P-154 rapid visual screening of buildings for potential seismic hazards: A handbook publication-title: FEMA, January doi: 10.4231/D3M90238V – volume-title: GFDRR-world bank year: 2014 ident: B21 article-title: Understanding risk contributor: fullname: Simpson – volume: 2 start-page: 85 year: 2021 ident: B2 article-title: Estimación del período de construcción de las edificaciones del cantón de San José por medio de análisis de fotografías aéreas publication-title: Rev. Geográfica América Cent. doi: 10.15359/rgac.67-2.3 contributor: fullname: Blanco-Saenz – volume-title: GEM technical report 2014-03 V1 year: 2014 ident: B20 article-title: User guide: Android mobile tool for field data collection contributor: fullname: Rosser – volume-title: High resolution exposure model for San José year: 2022 ident: B8 contributor: fullname: Esquivel-Salas – volume: 60 year: 2014 ident: B12 article-title: User guide: Tool for spatial inventory data development publication-title: Gem. Tech. Rep. doi: 10.13117/GEM.DATA-CAPTURE.TR2014.05 contributor: fullname: Hu – volume: 4 start-page: 1 year: 2018 ident: B17 article-title: Risk-oriented, bottom-up modeling of building portfolios with faceted taxonomies publication-title: Front. Built Environ. doi: 10.3389/fbuil.2018.00041 contributor: fullname: Pittore – start-page: 1 ident: B16 article-title: DB3 Guidelines of the mobile mapping system and remote rapid visual screening publication-title: SIBYL Proj. Deriv. contributor: fullname: Parolai – volume-title: World Urbanization Prospects: The 2018 Revision, custom data acquired via website year: 2018 ident: B23 |
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