Spatial-temporal and trend analysis of traffic accidents in AP Vojvodina (North Serbia)
Authors
Kričković, EminaLukić, Tin
Srejić, Tanja
Stojšić- Milosavljević, Anastazija
Stojanović, Vladimir
Kričković, Zoran
Article (Published version)
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The objective of this study is to analyse the spatial-temporal patterns of traffic accidents using data from 2011 to 2020 for the AP Vojvodina. The spatial-temporal patterns of traffic accident hotspots were identified at the municipality level using the Getis–Ord Gi⁎ statistic in ArcGISPro software. Trends in traffic accidents were analysed using the Mann-Kendall (MK) statistic. A certain trend in the number of traffic accidents, fatalities, and injuries was detected in 15 out of 45 municipalities. In two municipalities, the trend in the number of traffic accidents is decreasing, while in seven, it is increasing. In three municipalities, a decreasing trend in the number of traffic fatalities was observed. A decreasing trend in traffic injuries was identi fied in five municipalities. Hotspot analysis on the number of traffic accidents and traffic injuries revealed hotspots in seven municipalities, while no hotspots were detected in the number of traffic fatalities. In the traffic casua...lties weighted number, persons in tractors, hotspots were identified in two municipalities. This research has the potential to enhance traffic safety by directing targeted safety measures towards identified hotspots. Such measures could ultimately lead to a reduction in traffic accidents, consequently curbing the number of both fatalities and injuries.
Keywords:
traffic accidents / hotspot analysis / trend / GIS / AP Vojvodina / North SerbiaSource:
Open Geosciences, 2024, 16, 1, 20220630-Publisher:
- De Gruyter Open Access
Funding / projects:
- Ministry of Science, Technological Development and Innovation of the Republic of Serbia, institutional funding - 200091 (University of Belgrade, Faculty of Geography) (RS-MESTD-inst-2020-200091)
- Ministry of Science, Technological Development and Innovation of the Republic of Serbia, institutional funding - 200125 (University of Novi Sad, Faculty of Science) (RS-MESTD-inst-2020-200125)
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Geografski fakultetTY - JOUR AU - Kričković, Emina AU - Lukić, Tin AU - Srejić, Tanja AU - Stojšić- Milosavljević, Anastazija AU - Stojanović, Vladimir AU - Kričković, Zoran PY - 2024 UR - http://gery.gef.bg.ac.rs/handle/123456789/1757 AB - The objective of this study is to analyse the spatial-temporal patterns of traffic accidents using data from 2011 to 2020 for the AP Vojvodina. The spatial-temporal patterns of traffic accident hotspots were identified at the municipality level using the Getis–Ord Gi⁎ statistic in ArcGISPro software. Trends in traffic accidents were analysed using the Mann-Kendall (MK) statistic. A certain trend in the number of traffic accidents, fatalities, and injuries was detected in 15 out of 45 municipalities. In two municipalities, the trend in the number of traffic accidents is decreasing, while in seven, it is increasing. In three municipalities, a decreasing trend in the number of traffic fatalities was observed. A decreasing trend in traffic injuries was identi fied in five municipalities. Hotspot analysis on the number of traffic accidents and traffic injuries revealed hotspots in seven municipalities, while no hotspots were detected in the number of traffic fatalities. In the traffic casualties weighted number, persons in tractors, hotspots were identified in two municipalities. This research has the potential to enhance traffic safety by directing targeted safety measures towards identified hotspots. Such measures could ultimately lead to a reduction in traffic accidents, consequently curbing the number of both fatalities and injuries. PB - De Gruyter Open Access T2 - Open Geosciences T1 - Spatial-temporal and trend analysis of traffic accidents in AP Vojvodina (North Serbia) VL - 16 IS - 1 SP - 20220630 DO - 10.1515/geo-2022-0630 ER -
@article{ author = "Kričković, Emina and Lukić, Tin and Srejić, Tanja and Stojšić- Milosavljević, Anastazija and Stojanović, Vladimir and Kričković, Zoran", year = "2024", abstract = "The objective of this study is to analyse the spatial-temporal patterns of traffic accidents using data from 2011 to 2020 for the AP Vojvodina. The spatial-temporal patterns of traffic accident hotspots were identified at the municipality level using the Getis–Ord Gi⁎ statistic in ArcGISPro software. Trends in traffic accidents were analysed using the Mann-Kendall (MK) statistic. A certain trend in the number of traffic accidents, fatalities, and injuries was detected in 15 out of 45 municipalities. In two municipalities, the trend in the number of traffic accidents is decreasing, while in seven, it is increasing. In three municipalities, a decreasing trend in the number of traffic fatalities was observed. A decreasing trend in traffic injuries was identi fied in five municipalities. Hotspot analysis on the number of traffic accidents and traffic injuries revealed hotspots in seven municipalities, while no hotspots were detected in the number of traffic fatalities. In the traffic casualties weighted number, persons in tractors, hotspots were identified in two municipalities. This research has the potential to enhance traffic safety by directing targeted safety measures towards identified hotspots. Such measures could ultimately lead to a reduction in traffic accidents, consequently curbing the number of both fatalities and injuries.", publisher = "De Gruyter Open Access", journal = "Open Geosciences", title = "Spatial-temporal and trend analysis of traffic accidents in AP Vojvodina (North Serbia)", volume = "16", number = "1", pages = "20220630", doi = "10.1515/geo-2022-0630" }
Kričković, E., Lukić, T., Srejić, T., Stojšić- Milosavljević, A., Stojanović, V.,& Kričković, Z.. (2024). Spatial-temporal and trend analysis of traffic accidents in AP Vojvodina (North Serbia). in Open Geosciences De Gruyter Open Access., 16(1), 20220630. https://doi.org/10.1515/geo-2022-0630
Kričković E, Lukić T, Srejić T, Stojšić- Milosavljević A, Stojanović V, Kričković Z. Spatial-temporal and trend analysis of traffic accidents in AP Vojvodina (North Serbia). in Open Geosciences. 2024;16(1):20220630. doi:10.1515/geo-2022-0630 .
Kričković, Emina, Lukić, Tin, Srejić, Tanja, Stojšić- Milosavljević, Anastazija, Stojanović, Vladimir, Kričković, Zoran, "Spatial-temporal and trend analysis of traffic accidents in AP Vojvodina (North Serbia)" in Open Geosciences, 16, no. 1 (2024):20220630, https://doi.org/10.1515/geo-2022-0630 . .