GIS Based Spatial and Temporal Analysis of Crimes, a Case Study of Mardan City, Pakistan
- 1 College of Territorial Resources and Tourism, Anhui Normal University, Wuhu, China
- 2 Department of Geography, University of Peshawar, Peshawar, Pakistan
Abstract
This paper is aimed to study the crime with special reference to its spatial and temporal distribution. It also tries to analyze and estimates the impact of weather on the prevalence of criminal activity in Mardan City. Studying the crimes with reference to its spatial and temporal distribution is important because information about the occurrence of crime is one of the most crucial tools in combating crime. It allows understanding how crimes are distributed through space, and hence can help in combating them. The Geographical Information System is an important tool for dealing with spatial and temporal analysis and thus fighting crime. The advent of desktop computers has significantly increased the role of computer mapping. The availability of user-friendly GIS applications has further increased the use of GIS in crime mapping. For the present study the data was collected about homicide and aggressive assaults from all the three police stations covering Mardan City. The collected data was analyzed under different scenarios. The temporal based analysis of data reveals that almost 50% crimes reported in 2009, took place from May-September (summer) compared to 32% in winter (October to February). The spatial analysis of data reveals 05 hotspots. Sikindary area was identified as the most crucial hotspot where within a 05 km radius, 11 crimes were committed in 2009 followed by Kalpani Bridge area from where a total of 10 crimes of aggressive nature were reported. Similarly police station wise the City Police Station accounts for 47% of the aggressive crimes committed in 2009.
- Baron, R.A. (1972) Aggression as a Function of Ambient Temperature and Prior Anger Arousal. Journal of Personality and Social Psychology, 24, 183-189. http://dx.doi.org/10.1037/h0032892
- Bell, P.A. and Baron, R.A. (1976) Aggression and Heat: The Mediating Role of Negative Effect. Journal of Applied Social Psychology, 6, 18-30. http://dx.doi.org/10.1111/j.1559-1816.1976.tb01308.x
- Anderson, C.A., Deuser, W.E. and DeNeve, K (1995) Hot Temperatures Hostile Affect Hostile Cognition and Arousal: Test of a General Model of Affective Aggression. Personality and Social Psychology Bulletin, 21, 434-448. http://dx.doi.org/10.1177/0146167295215002
- Cohen, L.E. and Felson, M. (1979) Social Change and Crime Rate Trends: A Routine Activity Approach. American Sociological Review (American Sociological Association), 44, 588-607. http://dx.doi.org/10.2307/2094589
- Cohen, L.E., Peterson, A.G. and Tarr, D.B. (2004) Temperature, City Size and the Southern Subculture of Violence: Support for Social Escape Avoidance (SEA) Theory. Journal of Applied Social Psychology, 16, 786-801.
- Rotton, J. and Cohn, E. (2003) Global Warming and U.S. Crime Rates: An Application of Routine Activity Theory. Environment and Behavior, 35, 802-825. http://dx.doi.org/10.1177/0013916503255565
- Anderson, C.A., Bushman, B.J. and Groom, R.W. (1997) Hot Years and Serious and Deadly Assaults: Empirical Tests of the Heat Hypothesis. Journal of Personality and Social Psychology, 73, 1213-1223. http://dx.doi.org/10.1037/0022-3514.73.6.1213
- Anderson, C.A (1989) Temperature and Aggression: Ubiquitous Effects of Heat on the Occurrence of Human Violence. Psychological Bulletin, 106, 74-96. http://dx.doi.org/10.1037/0033-2909.106.1.74
- Cotton, J.L. (1986) Ambient Temperature and Violent Crime. Journal of Applied Social Psychology, 6, 18-30.
- Anderson, C.A. and Anderson, D.C. (1984) Ambient Temperature and Violent Crime: Test of the Linear and Curvilinear Hypothesis. Journal of Personality and Social Psychology, 46, 91-97. http://dx.doi.org/10.1037/0022-3514.46.1.91
- DeFronzo, J. (1984) Climate and Crime: Tests of an FBI Assumption. Environment and Behavior, 16, 185-210. http://dx.doi.org/10.1177/0013916584162003
- Harries, K.D., Stadler, S.J. and Zdorowski, R.T. (1984) Seasonality and Assault: Exploration in Inter-Neighborhood Variation, Dallas 1980. Annals of the Association of American Geographers, 74, 590-604. http://dx.doi.org/10.1111/j.1467-8306.1984.tb01476.x