Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Design Example: Analyzing Capacity Contours for Flood Risk Assessment01:17

Design Example: Analyzing Capacity Contours for Flood Risk Assessment

Flood risk assessment involves careful planning and analysis to ensure the safety of communities near water retention structures. Capacity contours are a vital tool in this process, as they illustrate the potential spread of water at specific levels in a given area. In the context of building a bund across a small valley, these contours play a critical role in evaluating the safety of nearby residential areas.In this example, the bund is intended to store stormwater in the valley. The engineers...
Steps in Outbreak Investigation01:18

Steps in Outbreak Investigation

In the ever-evolving field of public health, statistical analysis serves as a cornerstone for understanding and managing disease outbreaks. By leveraging various statistical tools, health professionals can predict potential outbreaks, analyze ongoing situations, and devise effective responses to mitigate impact. For that to happen, there are a few possible stages of the analysis:
Manipulation and Analysis01:21

Manipulation and Analysis

GIS manipulation and analysis functions are vital for decision-making and planning. These activities range from data retrieval tasks, such as selecting information based on specific criteria, to advanced analytical techniques that address complex spatial problems.One critical GIS analysis method is overlaying, which combines multiple data layers to examine impacts. For example, overlaying a river-dammed lake boundary with road networks can identify affected infrastructure. Another common...
Applications of GIS: Disaster Management and Emergency Response01:29

Applications of GIS: Disaster Management and Emergency Response

Geographic Information System (GIS) technology is essential for risk identification, action prioritization, and resource optimization in critical situations like flooding and earthquakes. By integrating spatial and demographic data, GIS provides a comprehensive framework for emergency response.GIS integrates data layers, like rainfall intensity, topography, elevation profiles, and river levels, to model high-risk flood zones. These layers assess areas susceptible to flooding based on their...
Statistical Methods for Analyzing Epidemiological Data01:25

Statistical Methods for Analyzing Epidemiological Data

Epidemiological data primarily involves information on specific populations' occurrence, distribution, and determinants of health and diseases. This data is crucial for understanding disease patterns and impacts, aiding public health decision-making and disease prevention strategies. The analysis of epidemiological data employs various statistical methods to interpret health-related data effectively. Here are some commonly used methods:
Comparing the Survival Analysis of Two or More Groups01:20

Comparing the Survival Analysis of Two or More Groups

Survival analysis is a cornerstone of medical research, used to evaluate the time until an event of interest occurs, such as death, disease recurrence, or recovery. Unlike standard statistical methods, survival analysis is particularly adept at handling censored data—instances where the event has not occurred for some participants by the end of the study or remains unobserved. To address these unique challenges, specialized techniques like the Kaplan-Meier estimator, log-rank test, and Cox...

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

A community resilience index for place-based actionable metrics.

Risk analysis : an official publication of the Society for Risk Analysis·2024
Same author

Heat Risk Perceptions and Coping Strategies of the Unhoused.

International journal of environmental research and public health·2024
Same author

Accounting for extra-binomial variability with differentially expressed genetic pathway data: a collaborative bioinformatic study.

Stat (International Statistical Institute)·2023
Same author

Spatial-temporal differences of COVID-19 vaccinations in the U.S.

Urban informatics·2022
Same author

Degree and direction of overlap between social vulnerability and community resilience measurements.

PloS one·2022
Same author

Adjusting statistical benchmark risk analysis to account for non-spatial autocorrelation, with application to natural hazard risk assessment.

Journal of applied statistics·2022

Related Experiment Video

Updated: Jul 9, 2026

Cities As Interfaces of Zoonotic Hazard Emergence: Development of the New York City Tick and Wildlife Urban Surveillance System
10:17

Cities As Interfaces of Zoonotic Hazard Emergence: Development of the New York City Tick and Wildlife Urban Surveillance System

Published on: March 10, 2026

Benchmark analysis for quantifying urban vulnerability to terrorist incidents.

Walter W Piegorsch1, Susan L Cutter, Frank Hardisty

  • 1Interdisciplinary Program in Statistics, BIO5 Institute, University of Arizona, Tucson, AZ 85721, USA. piegorsch@math.arizona.edu

Risk Analysis : an Official Publication of the Society for Risk Analysis
|December 21, 2007
PubMed
Summary

A new vulnerability index accurately predicts terrorist attacks and casualties in U.S. urban centers. This quantitative methodology helps identify high-risk areas for improved counter-terrorism strategies.

Related Experiment Videos

Last Updated: Jul 9, 2026

Cities As Interfaces of Zoonotic Hazard Emergence: Development of the New York City Tick and Wildlife Urban Surveillance System
10:17

Cities As Interfaces of Zoonotic Hazard Emergence: Development of the New York City Tick and Wildlife Urban Surveillance System

Published on: March 10, 2026

Area of Science:

  • Social science research
  • Urban studies
  • Risk assessment

Background:

  • Terrorist attacks pose significant threats to urban centers.
  • Existing methods for assessing urban vulnerability to terrorism lack quantitative precision.

Purpose of the Study:

  • To develop and validate a quantitative methodology for characterizing the vulnerability of U.S. urban centers to terrorist attack.
  • To establish a place-based vulnerability index and analyze its relationship with terrorist incidents and casualties.

Main Methods:

  • Development of a place-based vulnerability index.
  • Utilization of a database of terrorist incidents and human casualties.
  • Application of generalized linear statistical models.
  • Adaptation of benchmark analytic technologies from toxicological risk assessment.

Main Results:

  • The place-based vulnerability metric significantly predicts both the incidence of terrorist events and the occurrence of human casualties in urban centers.
  • The benchmark analytic approach effectively distinguishes between high and low levels of urban vulnerability to terrorism.
  • The methodology demonstrates flexibility in translating from biological risk assessment to social science applications.

Conclusions:

  • The developed quantitative methodology provides a robust tool for assessing urban terrorism vulnerability.
  • The findings support the use of place-based metrics and adapted risk assessment technologies for counter-terrorism planning.
  • This approach offers a flexible framework for understanding and mitigating social risks in urban environments.