arxivcs.AIcs.CV2026-07-13
The Emerging Paradigm of Geospatial Foundation Models: From Pre-Training to Agentic Reasoning
The analysis of satellite and aerial imagery has entered a new era with the advent of foundation models. This paper describes the concept of Geospatial Foundation Models (GeoFMs), which are artificial intelligence/machine learning (AI/ML) models pre-trained on massive geospatial…