Evaluating the Role of Public Transportation in Flood Evacuation Scenarios and Evaluating the Impact of Extreme Weather Events on Public Transit Systems and Environment

I'm seeking an expert to help me assess two key projects:

1. The efficiency of public transportation routes during flood evacuation scenarios.
2. The impact of extreme weather on our public transit systems and the environment.

For topic 1:
Data Needed: Public transit usage data, evacuation plans,
demographic data, service availability during floods.
• Statistical Models: Ridership analysis, regression models.
• Potential Outcomes: Assessment of public transit effectiveness
during evacuations, strategies to enhance utilization, policy
recommendations for emergency planning.

For topic 2:
Data Needed: Public transit usage data, weather event records,
service disruption logs, infrastructure data.
• Statistical Models: Survival analysis, logistic regression.
• Potential Outcomes: Resilience metrics, strategies to enhance
system robustness against extreme weather.


I'm looking for comprehensive, data-driven evaluations that can help in understanding and improving our public transit systems' resilience to floods and extreme weather events.