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April 7, 2026Heritage3 citationsOpen Access

Satellite Remote Sensing for Cultural Heritage Protection: The Consensus Platform and AI-Assisted Bibliometric Analysis of Scientific and Grey Literature (2010–2025)

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CSClaudio Sossio De SimoneNMNicola MasiniNANicodemo Abate

Key Points

  • The central aim is to explore the role of satellite remote sensing in cultural heritage protection from 2010 to 2025.
  • Integrated review of scientific and grey literature from 2010 to 2025
  • Utilization of optical, SAR, and multi-sensor satellite data
  • AI-assisted semantic querying and bibliometric searches
  • Geospatial visualisation using Zotero, VOSviewer, and QGIS
  • Marked growth in publications related to satellite remote sensing
  • Identification of interdisciplinary research trends
  • Establishment of international hubs contributing to archaeological site prospection
  • Recognition of satellite Earth observation in emergency archaeology and conservation strategies

Abstract

Satellite remote sensing has rapidly evolved from an experimental support tool into a structural component of preventive archaeology and cultural heritage governance. Drawing on scientific publications and policy-oriented grey literature from 2010–2025, this study provides an integrated review of how optical, SAR, and multi-sensor satellite data are used to detect archaeological sites, monitor landscape and structural change, and support risk-informed planning across diverse legal and institutional contexts. A multi-platform workflow combines AI-assisted semantic querying (Consensus), bibliometric searches (Scopus), and the collaborative management and geospatial visualisation of references through Zotero, VOSviewer (1.6.19), and QGIS (3.44)-based literature mapping, thereby linking thematic trends, co-authorship networks, and geographical patterns of research and regulation. The results show non-linear but marked publication growth, a strongly interdisciplinary profile, and the consolidation of international hubs that drive advances in Sentinel-2-based prospection, Landsat and night-time lights urbanisation metrics, and SAR time series for deformation, looting, and conflict-damage mapping. Parallel analysis of grey literature and institutional initiatives (Copernicus Cultural Heritage Task Force, national “extraordinary plans”, regional declarations, and UNESCO guidelines) reveals the codification of satellite Earth observation within rescue archaeology protocols, emergency archaeology, and long-term conservation strategies. Overall, the evidence indicates a transition towards data-driven, multi-sensor, and multi-scalar research, underpinned by open satellite data, reproducible workflows, and AI-supported evidence synthesis.

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Cite This Study

Simone et al. (2026) studied this question.

synapsesocial.com/papers/69d49fc5b33cc4c35a228454https://doi.org/10.3390/heritage9040149
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