Data · dataset · 2026
Supplementary dataset for a knowledge-guided LLM-GIS framework for relative landslide risk screening in Hong Kong
Listed in Teesside University Research Data Repository
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”.
Description
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.
Links
Where it is published
- DOI doi.org/10.17632/xkmy96cy6p.1 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Computer Science & AI · Earth & Environmental Science
Provenance · 1 source records, 7 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/xkmy96cy6p.1 | 13 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |