Geographical Detection of Traffic Accidents Spatial Stratified Heterogeneity and Influence Factors

Geographical Detection of Traffic Accidents Spatial Stratified Heterogeneity and Influence Factors

The purpose of this paper is to investigate the existence of stratification heterogeneity in traffic accidents in Shenzhen, what factors influence the casualties, and the interaction of those factors. Geographical detection methods are used for the analysis of traffic accidents in Shenzhen. Results...

Full description

Bibliographic Details
Main Authors:	Yuhuan Zhang, Huapu Lu, Wencong Qu
Format:	Article
Language:	English
Published:	MDPI AG 2020-01-01
Series:	International Journal of Environmental Research and Public Health
Subjects:	spatial analysis spatial statistics geographical detectors stratified heterogeneity factors traffic accident nonlinear interaction
Online Access:	https://www.mdpi.com/1660-4601/17/2/572

Similar Items

Spatial Characteristics of Life Expectancy and Geographical Detection of Its Influencing Factors in China
by: Yafei Wu, et al.
Published: (2020-02-01)

Predicting and Interpreting Spatial Accidents through MDLSTM
by: Tianzheng Xiao, et al.
Published: (2021-02-01)

A MODEL SUGGESTION FOR THE DETERMINATION OF THE TRAFFIC ACCIDENT HOTSPOTS ON THE TURKISH HIGHWAY ROAD NETWORK: A PILOT STUDY
by: Saffet Erdogan, et al.

Temporal and Spatial Heterogeneity of Soil Erosion and a Quantitative Analysis of Its Determinants in the Three Gorges Reservoir Area, China
by: Lin Chu, et al.
Published: (2020-11-01)

GIS-based analysis of spatial–temporal correlations of urban traffic accidents
by: Qinglu Ma, et al.
Published: (2021-09-01)

ANÁLISE ESPACIAL DE DADOS GEOGRÁFICOS: A UTILIZAÇÃO DA EXPLORATORY SPATIAL DATA ANALYSIS - ESDA PARA IDENTIFICAÇÃO DE ÁREAS CRÍTICAS DE ACIDENTES DE TRÂNSITO NO MUNICÍPIO DE SÃO CARLOS (SP) / Spatial analysis of Geographic Data: the use of the Exploratory Spatial Data Analysis - ESDA for identification of critical areas of traffic accidents in the São Carlos (SP)
by: Msc. Luciano dos Santos, et al.
Published: (2006-12-01)

Spatial Heterogeneity of Energy-Related CO2 Emission Growth Rates around the World and Their Determinants during 1990–2014
by: Yebing Fang, et al.
Published: (2017-03-01)

Investigation of the role of traffic police function in reducing geographical inequalities in mortality from road traffic accidents
by: Fatemeh Shahbazi, et al.
Published: (2018-01-01)

Spatial Econometric Analysis of Road Traffic Crashes
by: Tibor Sipos, et al.
Published: (2021-02-01)

Environmental factors influencing the distribution of pedestrian traffic accidents in Iran
by: Amir Kavousi, et al.
Published: (2020-01-01)

Implementation of a Geographic Information System Using Medical Records of Victims of ‎Traffic Accidents‎
by: Azam Sabahi, et al.
Published: (2016-06-01)

Multiscale Geographically Weighted Regression: Computation, Inference, and Application
Published: (2020)

Environmental factors affecting the frequency of traffic accidents leading to death in 22 districts of Tehran during 2014–2016
by: Amir Kavousi, et al.
Published: (2019-01-01)

Geospatial Analysis of Road Traffic Accidents, Injuries and Deaths in Nigeria
by: Tolulope Osayomi, et al.
Published: (2015-06-01)

Identifying Road Traffic Accidents Hotspots Areas Using GIS in Ethiopia: A Case Study of Hosanna Town
by: Hayidso Temesgen Haile, et al.
Published: (2019-04-01)

Multiple-scale spatial analysis of paediatric, pedestrian road traffic injuries in a major city in North-Eastern Iran 2015–2019
by: Hamidreza Shabanikiya, et al.
Published: (2020-05-01)

Analysis of spatio-temporal variations and at-risk populations of road insecurity; case study of road traffic accidents in Algeria
by: Nasreddine AISSAOUI
Published: (2020-10-01)

MGWR: A <i>Python</i> Implementation of Multiscale Geographically Weighted Regression for Investigating Process Spatial Heterogeneity and Scale
by: Taylor M. Oshan, et al.
Published: (2019-06-01)

Epidemiological Study of Road Traffic Accidents and Detection of Accident Hot Spot in Golestan Province, Northern Iran
by: Hassan Khorshah, et al.
Published: (2018-12-01)

Local and Global Spatial-Temporal Networks for Traffic Accident Risk Forecasting
by: WANG Beibei, WAN Huaiyu, GUO Shengnan, LIN Youfang
Published: (2021-09-01)

Spatial Heterogeneity of Winter Wheat Yield and Its Determinants in the Yellow River Delta, China
by: Lin Chu, et al.
Published: (2019-12-01)

The Costs of Traffic Accidents Due to the Heterogenization of Traffic Flows on Slovenian Motorways
by: Marina Zanne, et al.
Published: (2016-05-01)

Time distribution of traffic accidents in Shiraz, Iran during 2017- 2018
by: Mahnaz Yadollahi
Published: (2019-10-01)

The analysis of road traffic accident data in the implementation of road safety remedial programmes
by: Mollet, C. J.
Published: (2012)

National statistics of road traffic accidents in India
by: Manisha Ruikar
Published: (2013-01-01)

Modeling the Spatial Formation Mechanism of Poverty-Stricken Counties in China by Using Geographical Detector
by: Lei Zhou, et al.
Published: (2019-08-01)

Integrative Analysis of Spatial Heterogeneity and Overdispersion of Crime with a Geographically Weighted Negative Binomial Model
by: Jianguo Chen, et al.
Published: (2020-01-01)

Analysis of the spatial distribution of road accidents attended by the Mobile Emergency Service (SAMU-192) in a municipality of northeastern Brazil
by: Cristine Viera do Bonfim, et al.
Published: (2018-04-01)

Essays on Spatial Externality and Spatial Heterogeneity in Applied Spatial Econometrics
by: Kang, Dongwoo
Published: (2015)

Spatial Pattern and Spatial Heterogeneity of Chinese Elite Hospitals: A Country-Level Analysis
by: Baoguo Shi, et al.
Published: (2021-09-01)

Uporaba prostorske statistike za določevanje zgostitev prometnih nesreč : Identification of Road Accident Hot Spots Using Spatial Statistics
by: Jure Kostanjšek, et al.
Published: (2010-01-01)

Identifying geographical heterogeneity of pulmonary tuberculosis in southern Ethiopia: a method to identify clustering for targeted interventions
by: Mesay Hailu Dangisso, et al.
Published: (2020-12-01)

Les accidents de la circulation à Vientiane (RDP Lao) : un enjeu de santé publique nouveau et important
by: Jérémy Ferrand, et al.
Published: (2006-12-01)

A Novel Unsupervised Segmentation Quality Evaluation Method for Remote Sensing Images
by: Han Gao, et al.
Published: (2017-10-01)

The relationship between heat flow and seismicity in global tectonically active zones
by: Cheng Changxiu, et al.
Published: (2020-11-01)

Cox Processes Associated with Spatial Copula Observed through Stratified Sampling
by: Walguen Oscar, et al.
Published: (2021-03-01)

Where Are the Poor Located? A Spatial Heterogeneity Analysis of Monetary Poverty in Peru
by: Juan Palomino, et al.
Published: (2021-05-01)

Macro Data Analysis of Traffic Accidents in Indonesia
by: Annisa Jusuf, et al.
Published: (2017-04-01)

Spatial Factor Analysis for Aerosol Optical Depth in Metropolises in China with Regard to Spatial Heterogeneity
by: Hui Shi, et al.
Published: (2018-04-01)

Geographical Detector-Based Spatial Modeling of the COVID-19 Mortality Rate in the Continental United States
by: Han Yue, et al.
Published: (2021-06-01)