Minisymposium Presentation
GeoAI, Earth Models and the Visualization of Uncertainty at Scale

Presenter
Marc Böhlen is Professor of Art and Affiliate Faculty in the Institute for Artificial Intelligence and Data Science at the University of Buffalo. Böhlen is the author of the book “On the Logics of Planetary Computing. Artificial intelligence and Geography in the Alas Mertajati” (Routledge Press, 2025). MORE: https://realtechsupport.org
Description
Increasingly complex GeoAI models produce visual results that suggest more clarity and certainty than they often contain. Seductive graphics suggest clarity and continuity and gloss over ambiguities in favor of coherent depictions of consumable and readable graphic representations. This presentation will discuss how the challenge of visually representing uncertainty was addressed in the mapping of agroforestry in the highlands of Bali, Indonesia and the tradeoffs required to address uncertainty. Based on those practical observations, I will discuss how uncertainty inherent in complex Earth models are compromised in seductive game-like visualizations, and how presentations of presumed clarity may impact public perception of climate modelling and the ability to counter climate change.