Environmental Science & Technology · 2015 · 123 citations · 64 references
PlanningPhysical GeographyUrban PlanningSpatial AnalysisSpatial Data AnalysisSpatial StatisticsClimate VulnerabilityPopulation Vulnerability AnalysisUrban ClimateUrban Climate AdaptationUrban ClimatologyUrban Heat IslandsClimate Adaptation PlanningCooling CentersExtreme Heat VulnerabilityGeospatial ModelingHeat Stress IndicesHeat Vulnerability AssessmentHeat Vulnerability MappingUrban Heat Vulnerability
With increasing evidence of global warming, many cities have focused attention on response plans to address their populations' vulnerabilities. Despite expected increased frequency and intensity of heat waves, the health impacts of such events in urban areas can be minimized with careful policy and economic investments. We focus on Pittsburgh, Pennsylvania and ask two questions. First, what are the top factors contributing to heat vulnerability and how do these characteristics manifest geospatially throughout Pittsburgh? Second, assuming the City wishes to deploy additional cooling centers, what placement will optimally address the vulnerability of the at risk populations? We use national census data, ArcGIS geospatial modeling, and statistical analysis to determine a range of heat vulnerability indices and optimal cooling center placement. We find that while different studies use different data and statistical calculations, all methods tested locate additional cooling centers at the confluence of the three rivers (Downtown), the northeast side of Pittsburgh (Shadyside/Highland Park), and the southeast side of Pittsburgh (Squirrel Hill). This suggests that for Pittsburgh, a researcher could apply the same factor analysis procedure to compare data sets for different locations and times; factor analyses for heat vulnerability are more robust than previously thought.
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Coefficient Alpha and the Internal Structure of Tests
Lee J. Cronbach · Psychometrika · 1951 · 43.2K citations · Full text
Social Sciences, Educational Assessment, Educational Measurement +14
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Medicine, Chronic Disease Prevention, Preventive Medicine +11
Death toll exceeded 70,000 in Europe during the summer of 2003
Jean‐Marie Robine, Karen Siu‐Lan Cheung, Sophie Roy et al. · Comptes Rendus Biologies · 2007 · 2.1K citations