2026-10-15T09:15:28Z https://data.mendeley.com/oai

oai:data.mendeley.com/xkmy96cy6p.1 2026-08-24T01:07:48Z

Yan, Tao Supplementary dataset for a knowledge-guided LLM-GIS framework for relative landslide risk screening in Hong Kong Mendeley Data This dataset provides the numerical records supporting the study “Knowledge-guided LLM-GIS framework for relative landslide risk screening and risk-informed management in Hong Kong”. It includes the complete 100-step Mode A candidate-formulation sequence, the 100-step Mode B weighting-refinement trajectory, evaluation metrics, ROC data, sensitivity analyses, factor weights, normalisation settings, sample-level screening scores, and regional risk-classification thresholds. These data are provided to support transparency, auditability, and reproducibility of the deterministic GIS calculations and the LLM-assisted rule-generation workflow. Risk Assessment Knowledge-Grounded LLM Yin, Zhen-Yu Shen, Shui-Long Zhang, Ning Yin, Dong-Bin Dataset doi:10.17632/xkmy96cy6p.1 oai:data.mendeley.com/xkmy96cy6p.1 Creative Commons Attribution 4.0 International http://creativecommons.org/licenses/by/4.0 https://data.mendeley.com/datasets/xkmy96cy6p 2026-08-24T01:07:48Z