Urban dynamic in high spatiotemporal resolution: The case study of Porto

Abduljabbar, 2021, The role of micro-mobility in shaping sustainable cities: A systematic literature review, Transportation Research Part D Transport and Environment, 92, 10.1016/j.trd.2021.102734 Aleksander, 2020, Recent advances in traffic optimisation: Systematic literature review of modern models, methods and algorithms, IET Intelligent Transport Systems, 14, 10.1049/iet-its.2020.0328 Alkhatib, 2022, Smart traffic scheduling for crowded cities road networks, Egyptian Informatics Journal, 23, 10.1016/j.eij.2022.10.002 Aloi, 2020, Effects of the COVID-19 lockdown on urban mobility: Empirical evidence from the city of Santander (Spain), Sustainability, 12, 10.3390/su12093870 Ashqar, 2019, Modeling bike counts in a bike-sharing system considering the effect of weather conditions, Case Studies on Transport Policy, 7, 261, 10.1016/j.cstp.2019.02.011 Ashrafi, 2013, Greenhouse gas emission by wastewater treatment plants of the pulp and paper industry – modeling and simulation, International Journal of Greenhouse Gas Control, 17, 462, 10.1016/j.ijggc.2013.06.006 Balogun, 2021, A review of the inter-correlation of climate change, air pollution and urban sustainability using novel machine learning algorithms and spatial information science, Urban Climate, 40, 10.1016/j.uclim.2021.100989 Baltazar, 2020, Enterprise information systems (EIS) as a key driver towards improved mobility Bartlett, 1950, Tests of significance in factor analysis, British Journal of Statistical Psychology, 3, 77, 10.1111/j.2044-8317.1950.tb00285.x Beria, 2021, Presence and mobility of the population during the first wave of Covid-19 outbreak and lockdown in Italy, Sustainable Cities and Society, 65, 10.1016/j.scs.2020.102616 Borkowski, 2021, Lockdowned: Everyday mobility changes in response to COVID-19, Journal of Transport Geography, 90, 10.1016/j.jtrangeo.2020.102906 Brown, 2022, A spatial modeling approach to estimating bike share traffic volume from GPS data, Sustainable Cities and Society, 76, 10.1016/j.scs.2021.103401 2021 Chang, 2022, Effects of long-term exposure to major outdoor air pollutants for the risk of chronic inflammatory airway diseases in adults with potential interaction detection in Taiwan Biobank, Atmospheric Environment, 288, 10.1016/j.atmosenv.2022.119296 Chou, 2023, Analysis of cycling accessibility using detour ratios – A large-scale study based on crowdsourced GPS data, Sustainable Cities and Society, 93, 10.1016/j.scs.2023.104500 Coelho, 2022, Source apportionment of air pollution in European urban areas: Lessons from the Clair city project, Journal of Environmental Management, 320, 10.1016/j.jenvman.2022.115899 Correia, 2022, The state-of-the-art of smart cities in the European union, Smart Cities, 5, 1776, 10.3390/smartcities5040089 Dadashova, 2020, Estimation of average annual daily bicycle counts using crowdsourced strava data, Transportation Research Record, 2674, 10.1177/0361198120946016 De Guimarães, 2020, Governance and quality of life in smart cities: Towards sustainable development goals, Journal of Cleaner Production, 253, 10.1016/j.jclepro.2019.119926 Du, 2021, An urban short-term traffic flow prediction model based on wavelet neural network with improved whale optimization algorithm, Sustainable Cities and Society, 69, 10.1016/j.scs.2021.102858 2022 Gao, 2013, Short-term traffic flow forecasting model based on wavelet neural network Garau, 2022, Accessibility and public transport mobility for a smart(er) Island: Evidence from Sardinia (Italy), Sustainable Cities and Society, 87, 10.1016/j.scs.2022.104145 Ghanim, 2022, ANN-based traffic volume prediction models in response to COVID-19 imposed measures, Sustainable Cities and Society, 81, 10.1016/j.scs.2022.103830 Jandaghian, 2018, The effect of increasing surface albedo on urban climate and air quality: A detailed study for Sacramento, Houston, and Chicago, Climate, 6, 10.3390/cli6020019 Jardim, 2022, The illegal parking score – understanding and predicting the risk of parking illegalities in lisbon based on spatiotemporal features, Case Studies on Transport Policy, 10.1016/j.cstp.2022.07.011 Jardim, 2022, Walkability indicators in the aftermath of the COVID-19 pandemic: A systematic review, Sustainability, 14, 10.3390/su141710933 Jardim, 2022, The daily urban dynamic indicator: Gauging the urban dynamic in Porto during the COVID-19 pandemic, Sustainable Cities and Society, 103714 Jenelius, 2020, Impacts of COVID-19 on public transport ridership in Sweden: Analysis of ticket validations, sales and passenger counts, Transportation Research Interdisciplinary Perspectives, 8, 10.1016/j.trip.2020.100242 Kaiser, 1960, The application of electronic computers to factor analysis, Educational and Psychological Measurement, 20, 141, 10.1177/001316446002000116 Kaiser, 1981, A revised measure of sampling adequacy for factor-analytic data matrices, Educational and Psychological Measurement, 41, 379, 10.1177/001316448104100216 Kuo, 2019, A promising example of smart policing: A cross-national study of the effectiveness of a data-driven approach to crime and traffic safety, Case Studies on Transport Policy, 7, 10.1016/j.cstp.2019.08.005 Lee, 2020, The relationship between trends in COVID-19 prevalence and traffic levels in South Korea, International Journal of Infectious Diseases, 96, 399, 10.1016/j.ijid.2020.05.031 Lopes, 2022, Pathways for adapting tourism to climate change in an urban destination – evidences based on thermal conditions for the Porto metropolitan area (Portugal), Journal of Environmental Management, 315, 10.1016/j.jenvman.2022.115161 Lu, 2021, Expansion of city scale, traffic modes, traffic congestion, and air pollution, Cities, 108, 10.1016/j.cities.2020.102974 Martín-Baos, 2022, IoT based monitoring of air quality and traffic using regression analysis, Applied Soft Computing, 115, 10.1016/j.asoc.2021.108282 Matheus, 2020, Data science empowering the public: Data-driven dashboards for transparent and accountable decision-making in smart cities, Government Information Quarterly, 37, 10.1016/j.giq.2018.01.006 Meijer, 2016, Governing the smart city: A review of the literature on smart urban governance, International Review of Administrative Sciences, 82, 10.1177/0020852314564308 Rajput, 2020, Opportunistic sensing based detection of crowdedness in public transport buses, Pervasive and Mobile Computing, 68, 10.1016/j.pmcj.2020.101246 Rathore, 2021, Smart traffic control: Identifying driving-violations using fog devices with vehicular cameras in smart cities, Sustainable Cities and Society, 71, 10.1016/j.scs.2021.102986 Rodríguez-Bolívar, 2015, Transforming city governments for successful smart cities, Transforming City Governments for Successful Smart Cities, 10.1007/978-3-319-03167-5 Salman, 2023, Review on environmental aspects in smart city concept: Water, waste, air pollution and transportation smart applications using IoT techniques, Sustainable Cities and Society, 94, 10.1016/j.scs.2023.104567 Shayan, 2023, Understanding correlations between social risks and sociodemographic factors in smart city development, Sustainable Cities and Society, 89, 10.1016/j.scs.2022.104320 Soyata, 2019, Smart city in crisis: Technology and policy concerns, Sustainable Cities and Society, 50, 10.1016/j.scs.2019.101566 Taylor, 2018, Forecasting at scale, The American Statistician, 72, 37, 10.1080/00031305.2017.1380080 Tuan, 2022, Public transport service quality: Policy prioritization strategy in the importance-performance analysis and the three-factor theory frameworks, Transportation Research Part A Policy and Practice, 166, 118, 10.1016/j.tra.2022.10.006 2015 van Lierop, 2016, Enjoying loyalty: The relationship between service quality, customer satisfaction, and behavioral intentions in public transit, Research in Transportation Economics, 59, 50, 10.1016/j.retrec.2016.04.001 Wilbur, 2023, Impact of COVID-19 on public transit accessibility and ridership, Transportation Research Record, 0 Wimbadi, 2021, Urban experiments with public transport for low carbon mobility transitions in cities: A systematic literature review (1990–2020), Sustainable Cities and Society, 72, 10.1016/j.scs.2021.103023 Yeo, 2022, Long-term trends and affecting factors in the concentrations of criteria air pollutants in South Korea, Journal of Environmental Management, 317, 10.1016/j.jenvman.2022.115458 Yousef, 2019, Intelligent traffic light scheduling technique using calendar-based history information, Future Generation Computer Systems, 91 Yuan, 2011, Driving with knowledge from the physical world Zhou, 2023, The spatially varying effects of built environment characteristics on the integrated usage of dockless bike-sharing and public transport, Sustainable Cities and Society, 89, 10.1016/j.scs.2022.104348