Robust Presence-Background Flood Susceptibility Mapping: Jolo Island Reproducibility Package

Reproducibility materials for robust presence-background flood susceptibility mapping on Jolo Island, Philippines.

Version v1.1.0 preserves the original occurrence, background, model-diagnostic, uncertainty, external-concordance, raster, figure, and code outputs and adds background-size, exclusion-radius, regularization, spatial-thinning, disjoint-background leave-one-presence-out (LOPO), recent-evidence sensitivity, positional-uncertainty, occurrence-provenance, and event-label-feasibility analyses supporting the revised manuscript.

The release is intended to support transparent audit and reproduction of the study's presence-background modeling, validation, uncertainty, and robustness analyses under sparse and spatially clustered flood observations.