ICA-Abs Abstracts of the ICA ICA-Abs Abstr. Int. Cartogr. Assoc. 2570-2106 Copernicus Publications Göttingen, Germany 10.5194/ica-abs-10-235-2025 Leveraging Topological Data Analysis for disaster preparation and response, a cartographic perspective Progin Connor ¹ Fish Carolyn ² Giusti Chad ¹ Retchless David ³ Thatcher Courtney ⁴ Thatcher Jim ¹ 1 Oregon State University, Corvallis, Oregon, United States 2 University of Oregon, Eugene, Oregon, United States 3 Texas A&M Galveston, Galveston, Texas, United States 4 American Institute for Research, Arlington County, Virgina, United States 15 12 2025 10 235 Copyright: © 2025 Connor Progin et al. 2025 This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit https://creativecommons.org/licenses/by/4.0/ This article is available from https://ica-abs.copernicus.org/articles/10/235/2025/ica-abs-10-235-2025.html The full text article is available as a PDF file from https://ica-abs.copernicus.org/articles/10/235/2025/ica-abs-10-235-2025.pdf