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Projects & Use Cases
See how vulnerability patterns support real-world decision-making.
This is not theoretical — these use cases reflect real operational needs.
The screening layers generated through the MSD methodology provide actionable insights that help jurisdictions better prepare for earthquake response and resilience planning.
Mapping Seismic Data datasets are applied across emergency response, training, mitigation planning, and leadership briefings to help jurisdictions make more informed decisions before and after an earthquake.
Emergency Response Planning
After a major earthquake, emergency responders must quickly determine where to deploy limited resources.
MSD screening layers help identify areas that may warrant earlier inspection and response attention, improving both speed and effectiveness.
Operational Benefits
Faster deployment of inspection teams
Improved situational awareness
Data-informed prioritization

Training and Exercises
Emergency operations centers frequently conduct earthquake exercises and disaster response simulations.
MSD datasets can be integrated into training scenarios to create realistic planning environments based on actual building patterns within a jurisdiction.
This allows emergency management teams to test response strategies and improve coordination before disasters occur.
This brings real-world context into training environments.
Training Applications
Earthquake simulation exercises
Emergency operations center training
Multi-agency response coordination scenarios
Mitigation Planning Support
While MSD does not conduct engineering analysis, the data generated through parcel screening can support broader conversations about mitigation planning, grant opportunities, and long-term resilience strategies.
This helps cities identify where additional investment or study may be needed.
This information may help cities prioritize outreach, retrofit programs, or additional structural evaluation efforts.
Planning Applications
Hazard mitigation planning
Resilience strategy discussions
Grant funding initiatives

Executive Leadership Briefings
City leaders need clear, understandable information to make informed decisions about risk and preparedness.
MSD datasets can be presented through maps and dashboards that help leaders visualize potential vulnerability patterns across their communities.
These insights support informed discussions about preparedness priorities and resilience planning.
Communication Benefits
Clear visual maps for presentations
Data-driven insights for city leaders
Improved risk communication with decision makers
Start with a Data Briefing
Most jurisdictions begin with a short introductory briefing to see how MSD screening datasets could apply to their community.
