{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,18]],"date-time":"2026-04-18T15:59:41Z","timestamp":1776527981749,"version":"3.51.2"},"reference-count":110,"publisher":"MDPI AG","issue":"16","license":[{"start":{"date-parts":[[2021,8,6]],"date-time":"2021-08-06T00:00:00Z","timestamp":1628208000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100010198","name":"Ministerio de Econom\u00eda, Industria y Competitividad, Gobierno de Espa\u00f1a","doi-asserted-by":"publisher","award":["BIA2016-77464-C2-2-R"],"award-info":[{"award-number":["BIA2016-77464-C2-2-R"]}],"id":[{"id":"10.13039\/501100010198","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>Citizens play a core role in sustainable cities as users of the services delivered by cities and as active participants in initiatives aimed at making cities more sustainable. This paper considers the role of citizens as information providers and discusses the conditions under which citizens can participate in the development of sustainable cities. The objective of this study is to document the sustainability of an urban transit system and evaluate its compliance, with citizen participation as a major contributor. The methodology used is intensive field visits, interviews, and a mixed analysis of Sant Andreu de Palomar District in Barcelona city. The circulating vehicles are quantitatively monitored, qualitative problems are detected, and the typology of vehicles and other aspects identified and detailed in the study are indicated. All this information is contrasted with that of the technological sensors in the sectors. The results indicate that vehicles in the current pattern of urban density planned under incorrect sensor operation influence sustainable behavior through agglomerative clustering. This paper provides recommendations for future urban sustainability assessment research, including the employment of mixed-methods research, among other strategies. This article is intended to assist policymakers and traffic engineers in evaluating the sustainability of urban transportation infrastructure projects considering citizens as sensors.<\/jats:p>","DOI":"10.3390\/s21165321","type":"journal-article","created":{"date-parts":[[2021,8,8]],"date-time":"2021-08-08T21:35:40Z","timestamp":1628458540000},"page":"5321","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["Towards Smart City Governance. Case Study: Improving the Interpretation of Quantitative Traffic Measurement Data through Citizen Participation"],"prefix":"10.3390","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9471-153X","authenticated-orcid":false,"given":"David","family":"Fonseca","sequence":"first","affiliation":[{"name":"Department of Architecture, Universitat Ramon Llull (URL), La Salle, 08022 Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4512-941X","authenticated-orcid":false,"given":"Monica","family":"Sanchez-Sepulveda","sequence":"additional","affiliation":[{"name":"Department of Architecture, Universitat Ramon Llull (URL), La Salle, 08022 Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2937-5546","authenticated-orcid":false,"given":"Silvia","family":"Necchi","sequence":"additional","affiliation":[{"name":"Department of Architecture, Universitat Ramon Llull (URL), La Salle, 08022 Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Enric","family":"Pe\u00f1a","sequence":"additional","affiliation":[{"name":"Department of Architecture, Universitat Ramon Llull (URL), La Salle, 08022 Barcelona, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2021,8,6]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"Cohen, M. (2017). A systematic review of urban sustainability assessment literature. Sustainability, 9.","DOI":"10.3390\/su9112048"},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10980-009-9444-7","article-title":"Urban sustainability: An inevitable goal of landscape research","volume":"25","author":"Wu","year":"2010","journal-title":"Landsc. Ecol."},{"key":"ref_3","doi-asserted-by":"crossref","unstructured":"Nam, T., and Pardo, T.A. (2011, January 12\u201315). Conceptualizing smart city with dimensions of technology, people, and institutions. Proceedings of the ACM International Conference Proceeding Series, College Park, MD, USA.","DOI":"10.1145\/2037556.2037602"},{"key":"ref_4","unstructured":"Castelnovo, W. (2016, January 7\u20138). Citizens as sensors\/information providers in the co-production of smart city services. Proceedings of the 12th ITAIS, Roma, Italy."},{"key":"ref_5","unstructured":"Garrett, M. (2014). Public Participation in Transportation Planning. Encyclopedia of Transportation: Social Science and Policy, SAGE Publications, Inc."},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"Brabham, D.C., Sanchez, T.W., and Bartholomew, K. (2010). Crowdsourcing public participation in transit planning: Preliminary results from the Next Stop design case. Natl. Trans. Res. Bd. Nat. Acad., 1\u201319. Available online: https:\/\/www.academia.edu\/23734960\/Crowdsourcing_public_participation_in_transit_planning_Preliminary_results_from_the_Next_Stop_design_case.","DOI":"10.2139\/ssrn.1709555"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"398","DOI":"10.1080\/01944360008976123","article-title":"The paradox of participation and the hidden role of information: A case study","volume":"66","author":"Hanna","year":"2000","journal-title":"J. Am. Plan. Assoc."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1177\/0739456X04267723","article-title":"Local knowledge in action: Valuing nonprofessional reasoning in the planning process","volume":"24","year":"2004","journal-title":"J. Plan. Educ. Res."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"420","DOI":"10.1177\/0739456X03022004008","article-title":"Bringing local knowledge into environmental decision making: Improving urban planning for communities at risk","volume":"22","author":"Corburn","year":"2003","journal-title":"J. Plan. Educ. Res."},{"key":"ref_10","unstructured":"Montaner, J.M., and Subirats, J. (2012). Repensar las Pol\u00edticas Urbanas. Apuntes para la Agenda Urbana, Diputaci\u03ccn de Barcelona."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1136\/ip.2006.012732","article-title":"The economic cost of road traffic crashes in an urban setting","volume":"13","year":"2007","journal-title":"Inj. Prev."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"317","DOI":"10.1289\/ehp.1306802","article-title":"Traffic-related air pollution and congenital anomalies in Barcelona","volume":"122","author":"Schembari","year":"2014","journal-title":"Environ. Health Perspect."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1016\/j.envres.2016.02.010","article-title":"Long term effects of traffic noise on mortality in the city of Barcelona, 2004\u20132007","volume":"147","author":"Varga","year":"2016","journal-title":"Environ. Res."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"675","DOI":"10.1080\/13574809.2019.1625706","article-title":"Implementing the Supermanzana approach in Barcelona. Critical issues at local and urban level","volume":"25","author":"Scudellari","year":"2019","journal-title":"J. Urban Des."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"134","DOI":"10.1108\/JSTPM-02-2018-0020","article-title":"Rescaling and refocusing smart cities research: From mega cities to smart villages","volume":"9","author":"Visvizi","year":"2018","journal-title":"J. Sci. Technol. Policy Manag."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"28","DOI":"10.5751\/ES-04484-160428","article-title":"The systems approach framework as a complementary methodology of adaptive management: A case study in the urban beaches of Barcelona","volume":"16","author":"Tomlinson","year":"2011","journal-title":"Ecol. Soc."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1007\/s13132-012-0084-9","article-title":"A Smart City Initiative: The Case of Barcelona","volume":"4","author":"Almirall","year":"2013","journal-title":"J. Knowl. Econ."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1016\/j.trpro.2016.05.016","article-title":"Management of On-demand Transport Services in Urban Contexts. Barcelona Case Study","volume":"13","author":"Cuevas","year":"2016","journal-title":"Transp. Res. Procedia"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"6","DOI":"10.5751\/ES-10396-230406","article-title":"Crisis and reorganization in urban dynamics: The Barcelona, Spain, case study","volume":"23","year":"2018","journal-title":"Ecol. Soc."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"1827","DOI":"10.1080\/14680629.2018.1474788","article-title":"Mives multicriteria assessment of urban-pavement conditions: Application to a case study in Barcelona","volume":"20","author":"Pujadas","year":"2018","journal-title":"Road Mater. Pavement Des."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"105132","DOI":"10.1016\/j.envint.2019.105132","article-title":"Changing the urban design of cities for health: The superblock model","volume":"134","author":"Mueller","year":"2020","journal-title":"Environ. Int."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"126678","DOI":"10.1016\/j.ufug.2020.126678","article-title":"A breakthrough in urban rain-harvesting schemes through planning for urban greening: Case studies from Stockholm and Barcelona","volume":"51","author":"Suleiman","year":"2020","journal-title":"Urban For. Urban Green."},{"key":"ref_23","doi-asserted-by":"crossref","unstructured":"Clua, \u00c1., Crosas, C., and Parcerisa, J. (2021). An approach to visual interaction analysis of urban spaces. Central Barcelona as a case study. J. Urban.","DOI":"10.1080\/17549175.2021.1886972"},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1177\/016224399702200101","article-title":"Constructing a city: The Cerd\u00e0 Plan for the extension of Barcelona","volume":"22","author":"Aibar","year":"1997","journal-title":"Sci. Technol. Hum. Values"},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"695","DOI":"10.3828\/tpr.2012.43","article-title":"The Cerd\u00e0 effect on city modernisation","volume":"83","year":"2012","journal-title":"Town Plan. Rev."},{"key":"ref_26","first-page":"13","article-title":"The Cerd\u00e0 Plan for the Expansion of Barcelona: A Model for Modern City Planning","volume":"12","author":"Urbano","year":"2016","journal-title":"Focus"},{"key":"ref_27","unstructured":"Sola, A. (2020). Hacia Una Ciudad m\u00e1s Humana. Calles Pacificadas, m\u00e1s Vida de Barrio. Peri\u00f3dico, Available online: https:\/\/www.elperiodico.com\/es\/mas-barcelona\/20201020\/calles-pacificadas-mas-vida-de-barrio-8158761."},{"key":"ref_28","doi-asserted-by":"crossref","unstructured":"Oliveira, \u00c1., and Campolargo, M. (2015, January 5\u20138). From smart cities to human smart cities. Proceedings of the Annual Hawaii International Conference on System Sciences, Washington, DC, USA.","DOI":"10.1109\/HICSS.2015.281"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1068\/b3902ed","article-title":"Smart cities, big data","volume":"39","author":"Batty","year":"2012","journal-title":"Environ. Plan. B Plan. Des."},{"key":"ref_30","doi-asserted-by":"crossref","unstructured":"Postranecky, M., and Svitek, M. (2017, January 25\u201326). Smart city near to 4.0\u2014An adoption of industry 4.0 conceptual model. Proceedings of the 2017 Smart Cities Symposium Prague, SCSP 2017\u2014IEEE Proceedings, Prague, Czech Republic.","DOI":"10.1109\/SCSP.2017.7973870"},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1016\/j.jnca.2017.01.012","article-title":"MIST: Fog-based data analytics scheme with cost-efficient resource provisioning for IoT crowdsensing applications","volume":"82","author":"Arkian","year":"2017","journal-title":"J. Netw. Comput. Appl."},{"key":"ref_32","unstructured":"Tekouabou, S.C.K., Abdellaoui Alaoui, E.A., Cherif, W., and Silkan, H. (2020). Improving parking availability prediction in smart cities with IoT and ensemble-based model. J. King Saud Univ. Comput. Inf. Sci."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"20190191","DOI":"10.1098\/rsta.2019.0191","article-title":"Some practical constraints and solutions for optical camera communication","volume":"378","author":"Liu","year":"2020","journal-title":"Philos. Trans. R. Soc. A Math. Phys. Eng. Sci."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1016\/j.procir.2016.11.152","article-title":"The Digital Twin: Realizing the Cyber-Physical Production System for Industry 4.0","volume":"61","author":"Uhlemann","year":"2017","journal-title":"Procedia CIRP"},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"600","DOI":"10.1016\/j.scs.2017.12.022","article-title":"Exploiting IoT and big data analytics: Defining Smart Digital City using real-time urban data","volume":"40","author":"Rathore","year":"2018","journal-title":"Sustain. Cities Soc."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1186\/s13174-015-0041-5","article-title":"Applications of big data to smart cities","volume":"6","author":"Mohamed","year":"2015","journal-title":"J. Internet Serv. Appl."},{"key":"ref_37","doi-asserted-by":"crossref","unstructured":"Bibri, S.E., Krogstie, J., and Gouttaya, N. (2020). Big Data Science and Analytics for Tackling Smart Sustainable Urbanism Complexities. Smart City Applications, Springer International Publishing. [4th ed.].","DOI":"10.1007\/978-3-030-37629-1_20"},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"748","DOI":"10.1016\/j.ijinfomgt.2016.05.002","article-title":"The role of big data in smart city","volume":"36","author":"Hashem","year":"2016","journal-title":"Int. J. Inf. Manag."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1016\/j.envsoft.2013.12.019","article-title":"Smart sustainable cities\u2014Exploring ICT solutions for reduced energy use in cities","volume":"56","author":"Kramers","year":"2014","journal-title":"Environ. Model. Softw."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"160","DOI":"10.1016\/j.im.2017.05.003","article-title":"ICT for socio-economic development: A citizens\u2019 perspective","volume":"55","author":"Palvia","year":"2018","journal-title":"Inf. Manag."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"763","DOI":"10.1016\/j.proeng.2017.03.197","article-title":"Internet of Things, Big Data, Industry 4.0\u2014Innovative Solutions in Logistics and Supply Chains Management","volume":"182","author":"Witkowski","year":"2017","journal-title":"Procedia Eng."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1016\/j.procs.2020.03.021","article-title":"IoT and Big Data Analytics for Smart Buildings: A Survey","volume":"170","author":"Daissaoui","year":"2020","journal-title":"Procedia Comput. Sci."},{"key":"ref_43","doi-asserted-by":"crossref","unstructured":"D\u2019Amico, G., L\u2019Abbate, P., Liao, W., Yigitcanlar, T., and Ioppolo, G. (2020). Understanding sensor cities: Insights from technology giant company driven smart urbanism practices. Sensors, 20.","DOI":"10.3390\/s20164391"},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"109954","DOI":"10.1016\/j.enbuild.2020.109954","article-title":"On the design of an urban data and modeling platform and its application to urban district analyses","volume":"217","author":"Eicker","year":"2020","journal-title":"Energy Build."},{"key":"ref_45","doi-asserted-by":"crossref","unstructured":"Caprotti, F., and Liu, D. (2020). Emerging platform urbanism in China: Reconfigurations of data, citizenship and materialities. Technol. Forecast. Soc. Chang.","DOI":"10.1016\/j.techfore.2019.06.016"},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1007\/978-3-030-37464-8_3","article-title":"Methodologies for a Participatory Design of IoT to Deliver Sustainable Public Services in \u201cSmart Cities\u201d","volume":"Volume 30","year":"2020","journal-title":"Public Administration and Information Technology"},{"key":"ref_47","doi-asserted-by":"crossref","unstructured":"Lopes, N.V. (2017, January 23\u201326). Smart governance: A key factor for smart cities implementation. Proceedings of the 2017 IEEE International Conference on Smart Grid and Smart Cities, ICSGSC 2017, Singapore.","DOI":"10.1109\/ICSGSC.2017.8038591"},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.techfore.2018.12.018","article-title":"Understanding Smart Cities: Innovation ecosystems, technological advancements, and societal challenges","volume":"142","author":"Appio","year":"2019","journal-title":"Technol. Forecast. Soc. Chang."},{"key":"ref_49","doi-asserted-by":"crossref","unstructured":"Guo, Y., Tang, Z., and Guo, J. (2020). Could a smart city ameliorate urban traffic congestion? A quasi-natural experiment based on a smart city pilot program in China. Sustainability, 12.","DOI":"10.3390\/su12062291"},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"262","DOI":"10.1016\/j.techfore.2013.08.041","article-title":"A strategic view on smart city technology: The case of IBM Smarter Cities during a recession","volume":"89","author":"Paroutis","year":"2014","journal-title":"Technol. Forecast. Soc. Chang."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1147\/JRD.2010.2048257","article-title":"Foundations for Smarter Cities","volume":"54","author":"Harrison","year":"2010","journal-title":"IBM J. Res. Dev."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1016\/j.cities.2017.08.012","article-title":"Micro-scale sustainability assessment of infrastructure projects on urban transportation systems: Case study of Azadi district, Isfahan, Iran","volume":"72","author":"Mansourianfar","year":"2018","journal-title":"Cities"},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"336","DOI":"10.1016\/j.procs.2015.11.039","article-title":"Data-driven Modeling of Transportation Systems and Traffic Data Analysis during a Major Power Outage in the Netherlands","volume":"66","author":"Melnikov","year":"2015","journal-title":"Procedia Comp. Sci."},{"key":"ref_54","doi-asserted-by":"crossref","unstructured":"Oliveira, T.A., Gabrich, Y.B., Ramalhinho, H., Oliver, M., Cohen, M.W., Ochi, L.S., Gueye, S., Protti, F., Pinto, A.A., and Ferreira, D.V.M. (2020). Mobility, citizens, innovation and technology in digital and smart cities. Futur. Internet, 12.","DOI":"10.3390\/fi12020022"},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"387","DOI":"10.1111\/caim.12276","article-title":"Designing radical innovations of meanings for society: Envisioning new scenarios for smart mobility","volume":"27","author":"Altuna","year":"2018","journal-title":"Creat. Innov. Manag."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.trc.2006.05.001","article-title":"The real-time urban traffic control system CRONOS: Algorithm and experiments","volume":"14","author":"Boillot","year":"2006","journal-title":"Transp. Res. Part C Emerg. Technol."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1016\/j.conengprac.2011.10.002","article-title":"A hybrid model for real time simulation of urban traffic","volume":"20","author":"Basile","year":"2012","journal-title":"Control Eng. Pract."},{"key":"ref_58","first-page":"282","article-title":"Feature-based vehicle flow analysis and measurement for a real-time traffic surveillance system","volume":"3","author":"Huang","year":"2012","journal-title":"J. Inf. Hiding Multimed. Signal Process."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"132","DOI":"10.1016\/j.trb.2013.08.015","article-title":"Traffic state estimation and uncertainty quantification based on heterogeneous data sources: A three detector approach","volume":"57","author":"Deng","year":"2013","journal-title":"Transp. Res. Part B Methodol."},{"key":"ref_60","doi-asserted-by":"crossref","unstructured":"Qin, Z., Fang, Z., Liu, Y., Tan, C., Chang, W., and Zhang, D. (2018, January 4\u20137). EXIMIUS: A measurement framework for explicit and implicit urban traffic sensing. Proceedings of the SenSys 2018\u2014Proceedings of the 16th Conference on Embedded Networked Sensor Systems, Shenzhen, China.","DOI":"10.1145\/3274783.3274850"},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1109\/MNET.2018.1700411","article-title":"Urban Traffic Prediction from Mobility Data Using Deep Learning","volume":"32","author":"Liu","year":"2018","journal-title":"IEEE Netw."},{"key":"ref_62","doi-asserted-by":"crossref","unstructured":"Cheung, S.Y., Coleri, S., Dundar, B., Ganesh, S., Tan, C.W., and Varaiya, P. (2005). Traffic measurement and vehicle classification with single magnetic sensor. Transp. Res. Rec., 173\u2013181.","DOI":"10.3141\/1917-19"},{"key":"ref_63","first-page":"127","article-title":"Building the city from public space: Analysis and evaluation tools for the assessment of socio-spatial integration promoting urban typologies","volume":"32","year":"2015","journal-title":"Rev. Urban."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1088\/1751-8113\/44\/8\/085201","article-title":"A \u201cmissing\u201d family of classical orthogonal polynomials","volume":"44","author":"Vinet","year":"2011","journal-title":"J. Phys. A Math. Theor."},{"key":"ref_65","unstructured":"Winkler, T.J., Hirsch, H., Trouvilliez, G., and G\u00fcnther, O. (2012, January 11\u201313). Participatory urban sensing: Citizens\u2019 acceptance of a mobile reporting service. Proceedings of the ECIS 2012\u2014Proceedings of the 20th European Conference on Information Systems, Barcelona, Spain."},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"1058","DOI":"10.3390\/ijgi3031058","article-title":"Where 2.0 Australia\u2019s environment? Crowdsourcing, volunteered geographic information, and citizens acting as sensors for environmental sustainability","volume":"3","author":"Clark","year":"2014","journal-title":"ISPRS Int. J. Geo Inf."},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"131","DOI":"10.5194\/isprs-annals-IV-4-W1-131-2016","article-title":"Voluntary Noise Mapping for Smart City","volume":"III-4\/W1","year":"2016","journal-title":"ISPRS Ann. Photogramm. Remote Sens. Spat. Inf. Sci."},{"key":"ref_68","doi-asserted-by":"crossref","unstructured":"Alsina-Pages, R.M., Orga, F., Mallol, R., Freixes, M., Ba\u00f1o, X., and Foraster, M. (2020). Sons al balc\u00f3: Soundscape map of the Confinement in Catalonia. Eng. Proc., 2.","DOI":"10.3390\/ecsa-7-08180"},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1007\/s10708-007-9111-y","article-title":"Citizens as sensors: The world of volunteered geography","volume":"69","author":"Goodchild","year":"2007","journal-title":"GeoJournal"},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1145\/2826686.2826692","article-title":"Fusing human and technical sensor data","volume":"7","author":"Resch","year":"2015","journal-title":"SIGSPATIAL Spec."},{"key":"ref_71","doi-asserted-by":"crossref","unstructured":"Resch, B. (2013). People as sensors and collective sensing-contextual observations complementing geo-sensor network measurements. Lecture Notes in Geoinformation and Cartography, Springer.","DOI":"10.1007\/978-3-642-34203-5_22"},{"key":"ref_72","unstructured":"Burke, J., Estrin, D., Hansen, M., Parker, A., Ramanathan, N., Reddy, S., and Srivastava, M.B. (November, January 31). Title Participatory sensing. Proceedings of the 4th ACM Conference Embedded Networked Sensor System, Boulder, CO, USA."},{"key":"ref_73","unstructured":"Merloe, P. (2021, May 24). The Role of Citizens in Democracy. Available online: https:\/\/www.demworks.org\/Role-of-citizens-in-democracy."},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"19","DOI":"10.4018\/IJEPR.2019010102","article-title":"Citizen participation and the rise of digital media platforms in smart governance and smart cities","volume":"8","author":"Gil","year":"2019","journal-title":"Int. J. E Plan. Res."},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"42","DOI":"10.4018\/IJEPR.2019100103","article-title":"Citizen as sensors\u2019 commitment in urban public action: Case study on urban air pollution","volume":"8","author":"Siret","year":"2019","journal-title":"Int. J. E Plan. Res."},{"key":"ref_76","unstructured":"Berntzen, L., Johannessen, M.R., B\u00f6hm, S., Weber, C., and Morales, R. (2018, January 22\u201326). Citizens as sensors: Human sensors as a smart city data source. Proceedings of the SMART 2018 International Conference on Smart Cities, Systems, Devices and Technologies, Barcelona, Spain."},{"key":"ref_77","doi-asserted-by":"crossref","unstructured":"Villatoro, D., and Nin, J. (2013). Citizens sensor networks. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer.","DOI":"10.1007\/978-3-642-36074-9_1"},{"key":"ref_78","first-page":"539","article-title":"Spatio-temporal-thematic analysis of citizen sensor data: Challenges and experiences","volume":"Volume 5802","author":"Nagarajan","year":"2009","journal-title":"Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)"},{"key":"ref_79","doi-asserted-by":"crossref","first-page":"616","DOI":"10.1111\/j.1468-2427.2007.00748.x","article-title":"Green subjection: The politics of neoliberal urban environmental management","volume":"31","author":"Brand","year":"2007","journal-title":"Int. J. Urban Reg. Res."},{"key":"ref_80","doi-asserted-by":"crossref","first-page":"883","DOI":"10.1177\/0042098013494427","article-title":"Smartmentality: The Smart City as Disciplinary Strategy","volume":"51","author":"Vanolo","year":"2014","journal-title":"Urban Stud."},{"key":"ref_81","doi-asserted-by":"crossref","first-page":"2851","DOI":"10.1109\/TITS.2017.2650215","article-title":"A Participatory Urban Traffic Monitoring System: The Power of Bus Riders","volume":"18","author":"Liu","year":"2017","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"ref_82","first-page":"93","article-title":"Smart citizens for smart cities: Participating in the future","volume":"169","author":"Bull","year":"2016","journal-title":"Energy"},{"key":"ref_83","doi-asserted-by":"crossref","first-page":"61","DOI":"10.3233\/IP-150367","article-title":"How are citizens involved in smart cities? Analysing citizen participation in Japanese \u201csmart Communities\u201d","volume":"21","author":"Granier","year":"2016","journal-title":"Inf. Polity"},{"key":"ref_84","doi-asserted-by":"crossref","first-page":"26","DOI":"10.1016\/j.futures.2016.05.010","article-title":"Is there anybody out there? The place and role of citizens in tomorrow\u2019s smart cities","volume":"82","author":"Vanolo","year":"2016","journal-title":"Futures"},{"key":"ref_85","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1002\/j.2168-9830.2004.tb00789.x","article-title":"Qualitative methods used in the assessment of engineering education","volume":"93","author":"Leydens","year":"2004","journal-title":"J. Eng. Educ."},{"key":"ref_86","unstructured":"Daly, S., McGowan, A., and Papalambros, P. (2013, January 19\u201322). Using qualitative research methods in engineering design research. Proceedings of the International Conference on Engineering Design, ICED, Seoul, Korea."},{"key":"ref_87","doi-asserted-by":"crossref","first-page":"201","DOI":"10.1016\/j.lisr.2018.09.002","article-title":"Does research using qualitative methods (grounded theory, ethnography, and phenomenology) have more impact?","volume":"40","author":"Jamali","year":"2018","journal-title":"Libr. Inf. Sci. Res."},{"key":"ref_88","unstructured":"Patton, M.Q. (2002). Qualitative Research and Evaluation Methods, Sage."},{"key":"ref_89","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1016\/j.evalprogplan.2018.03.005","article-title":"Reported credibility techniques in higher education evaluation studies that use qualitative methods: A research synthesis","volume":"68","author":"Liao","year":"2018","journal-title":"Eval. Program Plan."},{"key":"ref_90","first-page":"19","article-title":"The Uses of Qualitative Research: Powerful Methods to Inform Evidence-Based Practice in Education","volume":"42","author":"Kozleski","year":"2017","journal-title":"Res. Pract. Pers. Sev. Disabil."},{"key":"ref_91","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1007\/978-94-007-4587-2_10","article-title":"From volunteered geographic information to volunteered geographic services","volume":"Volume 9789400745","author":"Thatcher","year":"2013","journal-title":"Crowdsourcing Geographic Knowledge: Volunteered Geographic Information (VGI) in Theory and Practice"},{"key":"ref_92","doi-asserted-by":"crossref","unstructured":"Karimipour, F., and Azari, O. (2015). Citizens as Expert Sensors: One Step Up on the VGI Ladder. Lecture Notes in Geoinformation and Cartography, Springer.","DOI":"10.1007\/978-3-319-11879-6_15"},{"key":"ref_93","doi-asserted-by":"crossref","unstructured":"Savelyev, A., Xu, S., Janowicz, K., M\u00fclligann, C., Thatcher, J., and Luo, W. (2011, January 1). Volunteered geographic services: Developing a linked data driven location-based service. Proceedings of the 1st ACM SIGSPATIAL International Workshop on Spatial Semantics and Ontologies, SSO 2011, Chicago, IL, USA.","DOI":"10.1145\/2068976.2068980"},{"key":"ref_94","doi-asserted-by":"crossref","unstructured":"Mostashari, A., Arnold, F., Maurer, M., and Wade, J. (2011, January 2\u20133). Citizens as sensors: The cognitive city paradigm. Proceedings of the 2011 8th International Conference and Expo on Emerging Technologies for a Smarter World, CEWIT 2011, Long Island, NY, USA.","DOI":"10.1109\/CEWIT.2011.6135861"},{"key":"ref_95","unstructured":"(2021, June 23). Instituto Nacional de Estad\u00edstica Cifras Oficiales de Poblaci\u00f3n. Available online: https:\/\/www.ine.gob.hn\/V3\/."},{"key":"ref_96","first-page":"205","article-title":"L\u2019activitat comercial al nucli hist\u00f2ric de Sant Andreu. Una visi\u00f3 antropol\u00f2gica","volume":"185","author":"Casas","year":"1998","journal-title":"Finestrelles"},{"key":"ref_97","first-page":"281","article-title":"A Typology of Mixed Methods Sampling Designs in Social Science Research","volume":"12","author":"Onwuegbuzie","year":"2017","journal-title":"Qual. Rep."},{"key":"ref_98","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1016\/j.chemosphere.2013.09.096","article-title":"Consequences of using pooled versus individual samples for designing environmental monitoring sampling strategies","volume":"94","author":"Bignert","year":"2014","journal-title":"Chemosphere"},{"key":"ref_99","unstructured":"Poser, K., Kreibich, H., and Dransch, D. (2009, January 16\u201318). Assessing Volunteered Geographic Information for Rapid Flood Damage Estimation. Proceedings of the 12th AGILE International Conference on Geographic Information Science; Proceedings of the 6th Geographic Information Days, M\u00fcnster, Germany. (IfGI-prints; 32)."},{"key":"ref_100","first-page":"89","article-title":"Volunteered geographic information for disaster management with application to rapid flood damage estimation","volume":"64","author":"Poser","year":"2010","journal-title":"Geomatica"},{"key":"ref_101","unstructured":"Devillers, R., B\u00e9dard, Y., Gervais, M., Jeansoulin, R., Pinet, F., and Schneider, M. (2007, January 8). How to Improve Geospatial Data Usability: From Metadata to Quality-Aware GIS Community. Proceedings of the AGILE Pre-Conference Working Group on Spatial Data Usability, Aalborg, Denmark."},{"key":"ref_102","doi-asserted-by":"crossref","unstructured":"Devillers, R., and Jeansoulin, R. (2010). Fundamentals of Spatial Data Quality, Wiley.","DOI":"10.1201\/9780367806903"},{"key":"ref_103","doi-asserted-by":"crossref","first-page":"17013","DOI":"10.3390\/s150717013","article-title":"Contextual sensing: Integrating contextual information with human and technical geo-sensor information for smart cities","volume":"15","author":"Sagl","year":"2015","journal-title":"Sensors"},{"key":"ref_104","doi-asserted-by":"crossref","unstructured":"Santos, F.A., Rodrigues, D.O., Silva, T.H., Loureiro, A.A.F., Pazzi, R.W., and Villas, L.A. (2018, January 16\u201318). Context-Aware Vehicle Route Recommendation Platform: Exploring Open and Crowdsourced Data. Proceedings of the IEEE International Conference on Communications, Beijing, China.","DOI":"10.1109\/ICC.2018.8422972"},{"key":"ref_105","doi-asserted-by":"crossref","first-page":"e12570","DOI":"10.1111\/exsy.12570","article-title":"Evaluation of an interactive educational system in urban knowledge acquisition and representation based on students\u2019 profiles","volume":"37","author":"Fonseca","year":"2020","journal-title":"Expert Syst."},{"key":"ref_106","doi-asserted-by":"crossref","unstructured":"Redondo, E., Fonseca, D., S\u00e1nchez-Sep\u00falveda, M., Zapata, H., Navarro, I., Gimenez, L., and P\u00e9rez, M.A. (2020). Edugame4city. a gamification for architecture students. viability study applied to urban design. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer.","DOI":"10.1007\/978-3-030-50506-6_22"},{"key":"ref_107","doi-asserted-by":"crossref","first-page":"1039","DOI":"10.1016\/j.tele.2017.09.015","article-title":"Urban data and urban design: A data mining approach to architecture education","volume":"35","author":"Valls","year":"2018","journal-title":"Telemat. Informat."},{"key":"ref_108","doi-asserted-by":"crossref","unstructured":"Redondo, E., Gim\u00e9nez, L., Navarro, I., and Fonseca, D. (2020). \u201cGamification\u201d for Teaching Collaborative Urban Design and Citizen Participation. Graphical Heritage, Springer.","DOI":"10.1007\/978-3-030-47987-9_36"},{"key":"ref_109","doi-asserted-by":"crossref","first-page":"940","DOI":"10.1177\/0735633117733995","article-title":"Assessment of Wearable Virtual Reality Technology for Visiting World Heritage Buildings: An Educational Approach","volume":"56","author":"Fonseca","year":"2018","journal-title":"J. Educ. Comput. Res."},{"key":"ref_110","doi-asserted-by":"crossref","unstructured":"Fonseca, D., Cavalcanti, J., Pe\u00f1a, E., Valls, V., Sanchez-Sep\u00falveda, M., Moreira, F., Navarro, I., and Redondo, E. (2021). Mixed assessment of virtual serious games applied in architectural and urban design education. Sensors, 21.","DOI":"10.3390\/s21093102"}],"container-title":["Sensors"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/1424-8220\/21\/16\/5321\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T06:41:55Z","timestamp":1760164915000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/1424-8220\/21\/16\/5321"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,8,6]]},"references-count":110,"journal-issue":{"issue":"16","published-online":{"date-parts":[[2021,8]]}},"alternative-id":["s21165321"],"URL":"https:\/\/doi.org\/10.3390\/s21165321","relation":{},"ISSN":["1424-8220"],"issn-type":[{"value":"1424-8220","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,8,6]]}}}