GeoAI for Good Ethical Implications in Crisis Response

GIS User
GIS Builder
GIS Instructor
Student
Management
Published

October 21, 2025

Presentation Type: Panel Session (60 minutes)

Skill Level: Beginner, Intermediate

Intended Audience: GIS User, GIS Builder, GIS Instructor, Student, Management

Abstract

The integration of Geographic Artificial Intelligence (GeoAI) in crisis response has unlocked unprecedented capabilities-accelerating disaster mapping, streamlining resource deployment, and enhancing situational awareness. From wildfires to pandemics, GeoAI-driven solutions have become vital tools for decision-makers operating under pressure. Yet, with this power comes responsibility.This panel would explores the ethical dimensions surrounding the use of GeoAI in high-stakes humanitarian contexts. We will examine how algorithms may unintentionally reinforce bias, compromise privacy, or overlook vulnerable populations. Key questions include: Who defines the parameters of €œurgency€? How is consent managed when surveillance tools are deployed under the guise of aid? And what role should transparency play in the deployment of predictive analytics?Through real-world case studies and cross-sector insights, panelists will address the ethical trade-offs between speed and scrutiny, efficiency and equity. The discussion will aims to build a framework for “GeoAI for Good”-a responsible approach that acknowledges technological promise while actively mitigating harm. By unpacking these tensions, this panel invites practitioners, ethicists, and technologists to collaboratively shape an ethical roadmap for future GeoAI applications in crisis response.

Presenter(s)

Taiwo Agbaje

, COUNTY OF KNOX

Taiwo Agbaje is a GIS Specialist with expertise in GeoAI, geospatial analytics, and spatial development planning. With a Master’s in Geographic Information Science from Western Illinois University, Taiwo has contributed to both public and private sectors, including roles at Knox County, FedEx Ground, and the Forest Preserves of Cook County. His skills span ArcGIS Pro, Python, SQL, and AutoCAD, with a focus on disaster mitigation and sustainable infrastructure. A registered town planner and recipient of the 2023 Arlin Fentem and Ronald Nelson Scholarship, Taiwo is passionate about leveraging geospatial technologies to enhance human development and improve quality of life.