Author

Zhi-Hang Liu

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Preprint Aug 2026

GeoPhysAdapter: Scale-Matched Geophysical Adaptation for Cross-Domain Landslide Mapping with Vision Foundation Models

Newly triggered landslides rarely carry immediate annotations, so cross-domain transferability determines the value of landslide mapping for emergency response and regional risk assessment. Vision foundation models have strengthened representational transfer, yet on unseen regions, events, and data sources they still g...

Zhi-Hang Liu, Mei-Po Kwan, Jin-Lin Wu et al. · 0 citations