RT Conference Proceedings T1 An analysis of taxi ratio in urban area using GIS A1 Ortiz-Zamora, Francisco José A1 Ladrón-de-Guevara-López, Isidro A1 Trujillo-Aguilera, Davinia A1 Blázquez-Parra, Elidia Beatriz K1 Sistemas de información geográfica K1 Taxis AB Urban development has started a change led by various factors: human impact on climate change, ageing population that is nowadays significant, increase of its density in urban environments, and processes of globalization that are promoted by incessant incorporation of new technologies. The Smarts cities have become a guinea pig for experimentation with new technologies, applying them to the mobility, infrastructures, energy or information. A focus of the new urban development model revolves around technology, and service needs depend more on the fact of having or being able to access to the specific datathan the own available technology itself. Innovations in big data, free access to open data and cloud computing will affect urbandevelopment patterns. It is necessary to give substance to all that production, storage, processing and management of the datasources available: sensors, location and positioning systems, cloud computing, open data and communication networks. We proposes to add value to the data of the sources mentioned above, applied to public transport custom, in a city around 600.000 residents, through the GIS analysis of mobility patterns. Location and real time tracking of vehicles provide information on their status. It allows for taking decisions quickly and efficiently, and so on, establishing for example, mobility patterns. True challenge is to detect and transmit key information extracted from a huge volume of data, in which the public, private and business data must be combined effectively to achieve a more integrated knowledge of citizen habits in urban environment. YR 2018 FD 2018-09-17 LK https://hdl.handle.net/10630/16476 UL https://hdl.handle.net/10630/16476 LA spa NO Universidad de Málaga. Campus de Excelencia Internacional Andalucía Tech DS RIUMA. Repositorio Institucional de la Universidad de Málaga RD 20 ene 2026