Spatiotemporal Analysis of Traffic Accidents Hotspots Based on Geospatial Techniques
This paper aims to explore the spatiotemporal pattern of traffic accidents using five years of data between 2015 and 2019 for the Irbid Governorate, Jordan.
Khaled Hazaymeh+2 more
doaj +2 more sources
Feature Recognition of Urban Road Traffic Accidents Based on GA-XGBoost in the Context of Big Data
The identification of the characteristics of urban road traffic accidents is of great significance for reducing traffic accidents and the corresponding losses. In the context of big data, to accurately understand the characteristics of traffic accidents,
Yi Qu+3 more
doaj +2 more sources
Spatiotemporal characteristics of elderly population's traffic accidents in Seoul using space-time cube and space-time kernel density estimation. [PDF]
The purpose of this study is to analyze how the spatiotemporal characteristics of traffic accidents involving the elderly population in Seoul are changing by time period.
Youngok Kang, Nahye Cho, Serin Son
doaj +2 more sources
Integrated study for the impacts of air pollution and climate conditions on road traffic accidents [PDF]
Traffic accidents are among the most frequent incidents in society, directly posing threats to human life and property loss. In 2022, China recorded 256,409 traffic accidents, resulting in direct property losses of 1.2393 billion yuan.
Lei Huang+4 more
doaj +2 more sources
A Dynamic Spatial-Temporal Attention Network for Early Anticipation of Traffic Accidents [PDF]
The rapid advancement of sensor technologies and artificial intelligence are creating new opportunities for traffic safety enhancement. Dashboard cameras (dashcams) have been widely deployed on both human driving vehicles and automated driving vehicles ...
Muhammad Monjurul Karim+3 more
semanticscholar +1 more source
Background: In the classification of road accidents, type 2 traffic accidents and non-traffic accidents are not considered and in Iran so far no special study has been done in the field of type 2 traffic accidents and non-traffic accidents, so we aimed ...
Jalil Hasani+2 more
doaj +1 more source
Young drivers represent the most vulnerable age group at risk of participating in traffic accidents. In order to reduce the occurrence of traffic accidents involving young drivers, various models for assessing the risk of accidents have been studied ...
Grgo Luburić+2 more
doaj +1 more source
SARIMA Modelling Approach for Forecasting of Traffic Accidents
To achieve greater sustainability of the traffic system, the trend of traffic accidents in road traffic was analysed. Injuries from traffic accidents are among the leading factors in the suffering of people around the world.
Nemanja Deretić+4 more
semanticscholar +1 more source
Exploring the Impact of Climate and Extreme Weather on Fatal Traffic Accidents
Climate change and the extreme weather have a negative impact on road traffic safety, resulting in severe road traffic accidents. In this study, a negative binomial model and a log-change model are proposed to analyse the impact of various factors on ...
Y. Zou, Yue Zhang, Kai Cheng
semanticscholar +1 more source
Ontology-Based Traffic Accident Information Extraction on Twitter In Indonesia
Traffic accidents become one of the events that often occur in Indonesia. From the three-monthly report by the Indonesian National Police Traffic Police, there are about 25,000 traffic accidents.
Nur Aini Rakhmawati+3 more
doaj +3 more sources