Tudy region was Daejeon, which is situated inside the central region on the Korean The

Tudy region was Daejeon, which is situated inside the central region on the Korean The study region was Daejeon, air pollution owing for the higher usage of personal Peninsula. Daejeon experiences severewhich is situated in the central location of your Korean Peninsula. Daejeon experiences severe air pollution11 air pollution measurementof individual autos vehicles and proximity of energy plants. There are owing towards the high usage stations and proximity of energy plants. There are 11 air pollution measurement stations within the five in the five districts of Daejeon, as shown in Figure 2(a). These stations measure the city’s AQI for six unique pollutants (PM2.five, PM10, These , CO, and SO2) just about every city’s AQI districts of Daejeon, as shown in Figure 2a. O3, NO2stations measure the hour. We for six difselected eight roads for our study around the , CO, website traffic congestion, i.e., We selected ferent pollutants (PM2.five , PM10 , O3 , NObasis ofand SO2 ) every single hour. Gyeryong-ro, eight roads 2 Daedeok-daero, Dunsan-daero, Munye-ro, Mun-jeong-ro, for our study on the basis of site visitors congestion, i.e., Gyeryong-ro, Wolpyeong-ro, Daedeok-daero, DunsanCheongsaseo-ro, and Hanbat-daero, as shown in Figure two(b).Atmosphere 2021, 12,daero, Munye-ro, Mun-jeong-ro, Wolpyeong-ro, Cheongsaseo-ro, and Hanbat-daero, as six of 19 shown in Figure 2b.(a)(b)Figure two. (a) Air pollution Figure two. (a) Air pollutionmonitoring stations and (b) eight roads selected in Daejeon. monitoring stations and (b) eight roads chosen in Daejeon.3.3. Information Collection All datasets applied in this study have been retrieved from South Korea’s open government information portals. Air quality data have been obtained from AirKorea [33], which can be Isoprothiolane MedChemExpress operated by the Korean Ministry of Environment as well as the Korea Atmosphere Corporation, and(a)Atmosphere 2021, 12,(b)6 ofFigure 2. (a) Air pollution monitoring stations and (b) eight roads chosen in Daejeon.3.three. Data Collection three.3. Information Collectionused within this study have been retrieved from South Korea’s open government All datasets dataAll datasets used within this study were retrieved AirKorea [33], which can be operated by the portals. Air quality data were obtained from from South Korea’s open government Korean Ministry of data have been obtained from AirKorea [33], which Corporation, and data portals. Air qualityEnvironment and the Korea Environment is operated by the Korean Ministrydata had been obtained in the Korea Meteorological Administration [34]. meteorological of Atmosphere and also the Korea Environment Corporation, and meteorological information were obtained from the Korea Meteorological Information Warehouse[34]. Site visitors Traffic information have been collected in the Daejeon Transportation Administration system [35], information have been collected in the info for instance travel speed and website traffic volume. The data which delivers road website traffic Daejeon Transportation Information Warehouse method [35], which delivers road site visitors details such as travel speed and website traffic volume. The data HTTP were collected applying web crawling methods, which access net pages more than the have been collected working with web crawling strategies, which accessJSONpages more than the HTTP protocol protocol to retrieve and extract data within the HTML or web format. to retrievecollected 1-Phenylethan-1-One supplier hourly time-series information JSON format. We and extract data in the HTML or between January 1, 2018, and December 31, We collected hourly the collected involving 1 January 2018 and 31 December 2018. 2018. We concatenated time-series datadatasets into one particular dataset on the basis of the We concatenated the collected.