Reproducibility package for "From Geometric Coverage to Task-Aware Observability: A Systematic Mapping Review of Geospatial and 3D Placement of Fixed Urban Sensing Infrastructure"

Reproducibility dataset accompanying Electronics manuscript electronics-4550485, "From Geometric Coverage to Task-Aware Observability: A Systematic Mapping Review of Geospatial and 3D Placement of Fixed Urban Sensing Infrastructure". Version 1.1.0 contains the final source-level eligibility and coding corrections for Round 2. The analytical corpus contains 63 study publications (51 Scopus + 4 CIT + 8 supplementary): 56 direct-placement and 7 placement-enabling. The coding table preserves 73 stable IDs, including 10 non-analytical records. The 83-record Scopus screening log contains 20 initial exclusions and 12 full-text exclusions. All twelve non-database additions belong to the roadside/LPWAN/acoustic stream; its share is 14/51 (27.5%) in Scopus alone and 26/63 (41.3%) overall. Includes search strategy, DOI list, screening decisions, study-level coding, source locations for all 22 eligibility/role cases, seven retained enabling justifications, reproducibility assets, public-code evidence, bibliography/study-ID crosswalk, official PRISMA checklist and flow diagram, and a change log. Four analytical studies have documented public-code links. The unit is a publication, not an independent dataset or deployment. Historical CIT search/retrieval/exclusion totals are unavailable and are not reconstructed. The review was not prospectively registered; no prospectively prepared protocol exists. Collaborative author coding is distinguished from independent duplicate coding, which was not performed. Author-generated records: CC BY 4.0. Third-party works retain their own licences. Full-text articles, licensed exports and confidential consent documents are not included. Funding: This research was co-financed by the European Union and Greek national funds through the Program COMPETITIVENESS under the call RESEARCH–INNOVATE (project code: ΕΚΠΑΡ01-0071480), through the SMART Beyond project. The funders had no role in review design, evidence collection, analysis or interpretation, manuscript writing, or the decision to publish.