A Smart Winter Service Platform and Route Planning Algorithm

Applications of geospatial big data in the Internet of Things

“…Embedded sensors in vehicles generate large amounts of floating car data (FCD: records of locations, and time-stamps registered during travel) and extended floating car data, which complements FCD with vehicular sensor data, often collected via on-board diagnosis interfaces (Erdelić et al, 2021;Voland & Asche, 2017). This can stimulate the development of smart vehicles able to transmit data for real-time analysis (Unal, Kocak, & Donmez, 2018) in large Internet of Vehicles applications (Zhong, Fang, & Zhao, 2013). The vehicle data can be used for vehicular crowdsensing, with applications in traffic speed estimation and flow prediction (Wang, Zhang, Shao, et al, 2016).…”

“…The first group of papers describes IoT applications containing massive data with spatial aspects. The papers in this group were distributed through many domains listed in RQ1, such as transport and traffic (Cao & Wachowicz, 2019;Coşkun, Çakır, & Anbaroğlu, 2020;Dao, Nguyen, Kiran, & Zettsu, 2020;Duan et al, 2020;Hu et al, 2021), smart cities (Anejionu et al, 2019;Kim et al, 2012;Rathore et al, 2016;Unal et al, 2018;Wen et al, 2016), logistics (Fernández et al, 2018;Finogeev et al, 2019;Li et al, 2015;Suárez et al, 2015) and smart environments (Antonić et al, 2016;Fang et al, 2014Fang et al, , 2015Fang et al, , 2017Terziyski, Tenev, Jeliazkov, Jeliazkova, & Kochev, 2020;Xuyao et al, 2013;Zou et al, 2021).…”

“…Mobile sensors located in vehicles (Voland & Asche, 2017;Zhong, Doshi, Deng, Yang, & Zhang, 2014), wearables, and mobile devices transmit real-time information, which can be used, for example, in location services, detection and prediction of traffic flow and speed (Duan et al, 2020;Kan et al, 2019;Xia et al, 2016;Wang, Zhang, Shao, et al, 2016), route planning (Unal et al, 2018), transport and urban mobility solutions, usage of land resources…”

“…et al (2019) describe a big sensor data processing model for a smart road system that monitors traffic incidents and status Unal et al (2018). present a smart winter service project, which supports winter utilities such as snow removal and deicing material application.…”