Risk-Informed Planning
Clear and explainable ways to combine location-based information with operational planning.
Project Overview
This project explores how several indicators can be organized into a consistent planning framework. The focus is on making every classification traceable so users can understand why an area receives a result instead of seeing a score with no explanation.
How can location-based indicators support planning while preserving transparency and human review?
My Contribution
I research possible indicators, prepare spatial datasets, document assumptions, compare classification approaches, and design outputs that allow users to review the information behind each result.
Purpose and Value
The work supports more consistent scenario analysis while keeping professional judgment and review at the center of the process.