Related Experiment Video
Updated: Aug 15, 2025

Use of Principal Components for Scaling Up Topographic Models to Map Soil Redistribution and Soil Organic Carbon
Published on: October 16, 2018
Using Re-scaled Resilience Screening Index Results and Location Quotients for Socio-Ecological Characterizations in
Lisa M Smith1, Linda C Harwell1, J Kevin Summers1
1National Health and Environmental Effects Laboratory, Gulf Ecology Division, U.S. Environmental Protection Agency, Office of Research and Development, Gulf Breeze, FL, United States.
This study introduces a re-scaled Climate Resilience Index (CRSI) to assess U.S. coastal community resilience to natural hazards. Combining CRSI with Location Quotients (LQ) offers a localized view of vulnerability and preparedness.
Area of Science:
- Environmental Science
- Sociology
- Economics
Background:
- Community resilience to natural hazards is crucial for socio-ecological impacts and policy.
- Nationally consistent measures are needed for broad policy, while local assessments target resources.
- The Climate Resilience Index (CRSI) was developed to assess U.S. county resilience (2000-2015).
Purpose of the Study:
- To present a re-scaled application of the CRSI for U.S. coastal and shoreline counties.
- To combine re-scaled CRSI with Location Quotients (LQ) for a holistic vulnerability assessment.
- To provide relative resilience assessments for coastal regions to identify strengths and weaknesses.
Main Methods:
- Re-scaled the CRSI using domain scores specific to U.S. coastal/shoreline counties within eight coastal regions.
- Calculated Location Quotients (LQ) >1.0 for counties with high employment dependence on ocean economy sectors.
- Integrated re-scaled CRSI and LQ values for a comprehensive analysis of coastal vulnerability and resilience.
Main Results:
- Presented re-scaled CRSI values for Gulf of Mexico (GOM) region counties/parishes.
- Highlighted counties with high LQ values, indicating significant ocean economy dependence.
- Demonstrated that combining re-scaled CRSI and LQ provides a more nuanced understanding of coastal resilience.
Conclusions:
- The combined CRSI and LQ approach offers a more holistic picture of vulnerability and resilience in U.S. coastal shoreline counties.
- Relative resilience assessments for coastal regions are valuable for identifying specific strengths and weaknesses.
- This methodology can be adapted to other geographies based on population, hazards, and economic factors.
Related Concept Videos
Design Example: Analyzing Capacity Contours for Flood Risk Assessment
Response Surface Methodology
The process of RSM involves several key steps:
Ecological Niches
Levels of Use of a GIS
Review and Preview
Percentiles are a type of fractile that partition data into...
Ecological Disturbance

