An uncertainty-aware framework with enhanced tree-based methods for CPT-based subsurface soil stratification toward geological disaster risk assessment

Abstract Background Reliable subsurface soil stratification is essential for geotechnical site characterization and geological disaster risk assessment, as the spatial distribution of soil layers strongly influences ground deformation, slope instability, and other geoenvironmental hazards. Cone pene...

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Prif Awduron:	Cheng Zeng, Jiawei Xie, Yuting Zhang
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	SpringerOpen 2026-07-01
Cyfres:	Geoenvironmental Disasters
Pynciau:	Soil stratification Geotechnical distance fields Tree-based ensemble method Uncertainty estimation
Mynediad Ar-lein:	https://doi.org/10.1186/s40677-026-00396-2
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