Cumberland County, Kentucky

Environmental and societal risk assessment

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Natural disasters summary

Societal risks summary

Natural Disaster Score

Risk score23.96%

Societal Risk Score

Risk score36.6%

5,879 inhabitants

3.5% unemployment rate

$38.28k median HH income

18.71 crimes per 1000 residents

7 residents per km²

21% poverty rate

6.46 income inequality

74.9 years life expectancy

Source: USDA ERS County-level datasets 2020; County Health Rankings 2022; Augurisk crime data

Natural disaster risk assessment

Risk score23.96%

Average disaster risk exposure for Cumberland County, Kentucky

History of natural disasters

List of recorded natural disasters and incidents in Cumberland County


Storm events

Risk score7.6%

Cumberland County

Source: Risk scoring by Augurisk. Scoring methodology based on historical data, involving a frequency and severity analysis of various storm events. NOAA Storm events database.

Coastal Flooding

Cumberland County is not exposed to coastal flooding.

Source: Scoring by Augurisk. Scoring methodology based on local elevation, storm events incidence, and expected sea level rise. Elevation data - USGS 3DEP Elevation program. Sweet, W.V., R.E. Kopp, C. P. Weaver, J. Obeysekera, R. M. Horton, E.R. Thieler and C. Zervas (2017), Global and Regional Sea Level Rise Scenarios for the United States. NOAA Tech. Rep. NOS CO-OPS 83.

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Earthquakes

Risk score34.07%

In Cumberland County,

Source: Scoring by Augurisk, based on USGS earthquake data using 2% probability and a 50 years horizon. Rukstales, K.S., and Petersen, M.D., 2019, Data Release for 2018 Updates of the U.S. National Seismic Hazard Model: U.S. Geological Survey data release.

Wildfires

Risk score20.34%

The Cumberland County

Source: Scoring by Augurisk, based on average Wildfire Hazard Potential values (Dillon et al., 2014) and expected increase in summer temperature in the county. Mearns, L.O., et al., 2017: The NA-CORDEX dataset, version 1.0. NCAR Climate Data Gateway, Boulder CO, accessed [December 2019]; Dillon, G.K.; J. Menakis; and F. Fay. 2015. Wildland Fire Potential: A Tool for Assessing Wildfire Risk and Fuels Management Needs. pp 60-76 In Keane, R. E.; Jolly, M.; Parsons, R.; and Riley, K. Proceedings of the large wildland fires conference; May 19-23, 2014; Missoula, MT. Proc. RMRS-P-73. Fort Collins, CO: U.S. Department of Agriculture, Forest Service, Rocky Mountain Research Station.

Societal Risks

Risk score36.6%

Average societal risk exposure for Cumberland County, Kentucky

Crime Risk

Risk score18.28%

The Cumberland County

Source:
Data and scoring by Augurisk, based on predictions generated using a tree-based learning algorithm. The methodology for the model, which uses 188 predictors and was trained on 11 U.S. cities, is published in an international peer-reviewed academic journal. Violent crime predictions include simple assaults.

Ashby, M.P.J. (2019): Studying Crime and Place with the Crime Open Database. Research Data Journal for the Humanities and Social Sciences 4(1), pp. 65-80; U.S. Census Bureau: American Community Survey, 2014-2018 5-Year Estimates; The methodology behind Augurisk crime scores was published in an international peer-reviewed journal. Lamari, Y.; Freskura, B.; Abdessamad, A.; Eichberg, S.; de Bonviller, S. Predicting Spatial Crime Occurrences through an Efficient Ensemble-Learning Model. ISPRS Int. J. Geo-Inf. 2020, 9, 645.

Air Quality

Risk score35.53%

The Cumberland County

Source: Scoring by Augurisk based on daily median and maximal Air Quality Indexes (AQI) in the last 3 years, averaged over the county’s area.
U.S. EPA AirNow program.

Hospital Infrastructure

1 hospitals

25 hospital beds

4 dentists

5 physicians per 10k residents

43 beds per 10K residents

15 mental health providers

Homeland Infrastructure Foundation-Level Data: Hospitals.
University of Wisconsin Population Health Institute. County Health Rankings & Roadmaps 2019.

Nuclear Power Plants

Cumberland County has no nuclear power plants.

Source: Scoring by Augurisk based on nuclear reactor characteristics and waste storage sites in the county. Data on nuclear reactors and waste storage sites retrieved from the U.S. Nuclear Regulatory Commission’s high-value datasets.

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