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April 21, 2026Open Access

Project Changes - Spoke 5 - D3.1 - -Big remote sensing heterogeneous data analysis tools for automatic and semiautomatic archaeological feature detection, risk pattern extraction, multiscale environmental monitoring

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Authors

NMNicola MasiniNANicodemo AbateMDMaria Danese

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Overview

This deliverable introduces AI-based tools that improve archaeological data analysis and interpretation, suggesting better methods for cultural heritage management.

Key Points

  • This project aims to develop tools that enhance the analysis and interpretation of complex archaeological datasets using AI and remote sensing techniques.
  • Developed S.A.D.A. for analyzing satellite and UAV imagery, integrating various analytical techniques.
  • Introduced AIRS-GEO for interpreting heterogeneous geophysical data using self-organizing maps and spatial autocorrelation methods.
  • Integrated workflows for archaeological landscape analysis and subsurface investigation.
  • S.A.D.A. reduces technical barriers for archaeologists and enhances efficiency in analyzing large datasets.
  • AIRS-GEO identifies significant spatial patterns, improving the detection of buried archaeological structures.
  • Both tools provide a comprehensive framework that supports both large-scale and detailed archeological investigations.

Cite This Study

Masini et al. (2026) studied this question.

synapsesocial.com/papers/69e713decb99343efc98d3f5https://doi.org/10.5281/zenodo.19648946
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