Evidence map›Paper›PMID 42817274›Full record

ArticleSensors (Basel, Switzerland)2026

Multi-Sensor Geometric Documentation of Cultural Heritage at Risk Across Inland, Coastal and Shallow-Water Environments.

Styliani Verykokou, Charalabos Ioannidis, Chryssy Potsiou, Sofia Soile, Konstantinos Tokmakidis, Kimon Papadimitriou, Panagiotis Tokmakidis, Alexandros Tourtas, Salvatore Martino, Guglielmo Grechi and 13 more

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

23 authors.

Styliani VerykokouLaboratory of Photogrammetry, School of Rural, Surveying and Geoinformatics Engineering, National Technical University of Athens, 15780 Athens, Greece.ORCID 0000-0002-2613-3181
Charalabos IoannidisLaboratory of Photogrammetry, School of Rural, Surveying and Geoinformatics Engineering, National Technical University of Athens, 15780 Athens, Greece.ORCID 0000-0002-0461-3758
Chryssy PotsiouLaboratory of Photogrammetry, School of Rural, Surveying and Geoinformatics Engineering, National Technical University of Athens, 15780 Athens, Greece.
Sofia SoileLaboratory of Photogrammetry, School of Rural, Surveying and Geoinformatics Engineering, National Technical University of Athens, 15780 Athens, Greece.ORCID 0000-0001-5966-3341
Konstantinos TokmakidisLaboratory of Topography (LabTop), School of Rural and Surveying Engineering, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece.
Kimon PapadimitriouLaboratory of Topography (LabTop), School of Rural and Surveying Engineering, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece.ORCID 0000-0001-6731-677X
Panagiotis TokmakidisLaboratory of Topography (LabTop), School of Rural and Surveying Engineering, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece.
Alexandros TourtasLaboratory of Topography (LabTop), School of Rural and Surveying Engineering, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece.
Salvatore MartinoCERI-Research Center for the Prediction, Prevention, and Control of Geological Risks, Sapienza University of Rome, 00185 Rome, Italy.ORCID 0000-0003-1277-7784
Guglielmo GrechiCERI-Research Center for the Prediction, Prevention, and Control of Geological Risks, Sapienza University of Rome, 00185 Rome, Italy.ORCID 0000-0002-3882-043X
Kyriacos ThemistocleousEratosthenes Centre of Excellence, 3012 Limassol, Cyprus.ORCID 0000-0003-4149-8282
Sławomir KrólewiczFaculty of Geographical and Geological Sciences, Adam Mickiewicz University in Poznań, 61-680 Poznań, Poland.ORCID 0000-0003-1117-7832
Włodzimierz RączkowskiFaculty of Archaeology, Adam Mickiewicz University in Poznań, 61-614 Poznań, Poland.ORCID 0000-0003-3432-1745
Jannis HolzerCentre Suisse d'Electronique et de Microtechnique SA (CSEM), 2002 Neuchâtel, Switzerland.
Eleonoor BoschCentre Suisse d'Electronique et de Microtechnique SA (CSEM), 2002 Neuchâtel, Switzerland.
David NguyenCentre Suisse d'Electronique et de Microtechnique SA (CSEM), 2002 Neuchâtel, Switzerland.
Fabien LangeneggerOARC, Office de l'Archéologie Cantonale de Neuchâtel, 2068 Hauterive, Switzerland.
Stefan PlattnerRemote Sensing Technology Institute (IMF), German Aerospace Center (DLR), 82234 Wessling, Germany.
Themistoklis BilisGerman Archaeological Institute (DAI), 10678 Athens, Greece.ORCID 0000-0001-5111-6933
Alexander SokolicekDepartment of Classical Studies, Paris Lodron University of Salzburg, 5020 Salzburg, Austria.
Markus GschwindBavarian State Department of Monuments and Sites (BLfD), 80539 Munich, Germany.
Doris LettmannBavarian State Department of Monuments and Sites (BLfD), 80539 Munich, Germany.
Agnieszka OniszczukNational Institute of Cultural Heritage (NID), 00-805 Warsaw, Poland.ORCID 0000-0002-5962-2491

Funding

European Commission 101094818
6 · The paper itself

Abstract

Climate-related and environmental hazards affect cultural heritage sites in markedly different inland, coastal, lacustrine and underwater settings, creating documentation requirements that cannot be addressed by a single sensing approach. This study presents the multi-sensor geometric documentation of eight cultural heritage sites. Unmanned aerial vehicle (UAV) photogrammetry was applied to six inland and coastal sites, while underwater photogrammetry, unmanned surface vehicles (USVs), acoustic sounding and a prototype green-wavelength flash LiDAR were used at three shallow-water sites. The campaigns produced orthomosaics, elevation models, dense point clouds, textured meshes, bathymetric maps and underwater LiDAR point clouds at scales appropriate to the conservation problem of each site. The resulting products document exposed architectural remains, excavation areas, cliffs and unstable slopes, lake-margin changes, submerged masonry, wooden structures and lakebed morphology. Their main contribution is the establishment of spatially explicit, site-specific baselines that provide measurable geometric and visual evidence for condition assessment, future repeat-survey comparisons and the spatial integration of environmental, archaeological and conservation information. The study demonstrates the operational and information complementarity of optical, acoustic and active ranging approaches, which address different documentation scales, environmental constraints and heritage targets, and provide distinct spatial evidence that can serve as potential inputs to subsequent digital twin and decision support applications.

Indexed as

bathymetrycultural heritagedigital twinsflash LiDARgeometric documentationmulti-sensor documentationrisk-informed conservationUAV photogrammetryunderwater photogrammetryunmanned surface vehicle

Identifiers

PMID42817274
PMCPMC13611219

What OpenQuestion holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.