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cs.CV2026
PiCo: Physics-Informed Concept Probing for Geo-Foundation Models
Yihang She, Andrew Blake, Jianbo Qi +1
Geo-foundation models (GFMs) are typically evaluated by downstream task predictive performance, revealing little about which physical features they are sensitive to or use in predi…
cs.CV2026
GeoNDC: A Queryable Neural Data Cube for Planetary-Scale Earth Observation
Jianbo Qi, Mengyao Li, Baogui Jiang +3
Satellite Earth observation has accumulated massive spatiotemporal archives essential for monitoring environmental change, yet these remain organized as discrete raster files, maki…