Evidence map›Paper›PMID 42817375›Full record

ArticleSensors (Basel, Switzerland)2026

Integrated Time- and Frequency-Domain Reflectometry for Non-Invasive Moisture Monitoring in Historic Masonry Materials.

Giuseppe Cannazza, Andrea Cataldo, Raissa Schiavoni, Giovanni Leucci, Antonio Masciullo, Dora Francesca Barbolla, Lara De Giorgi

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

7 authors.

Giuseppe CannazzaInstitute of Heritage Science (National Research Council), 73100 Lecce, Italy.
Andrea CataldoDepartment of Engineering for Innovation, University of Salento, 73100 Lecce, Italy.ORCID 0000-0001-9031-7690
Raissa SchiavoniDepartment of Engineering for Innovation, University of Salento, 73100 Lecce, Italy.ORCID 0000-0002-8462-5563
Giovanni LeucciInstitute of Heritage Science (National Research Council), 73100 Lecce, Italy.
Antonio MasciulloDepartment of Engineering for Innovation, University of Salento, 73100 Lecce, Italy.ORCID 0000-0001-8715-2303
Dora Francesca BarbollaInstitute of Heritage Science (National Research Council), 73100 Lecce, Italy.ORCID 0000-0002-1876-7555
Lara De GiorgiInstitute of Heritage Science (National Research Council), 73100 Lecce, Italy.ORCID 0000-0002-8116-3703

Funding

Energy and Water Agency, Malta B13B25000030006
6 · The paper itself

Abstract

Moisture monitoring in historic masonry requires non-destructive solutions that can be adapted to the characteristics and value of the asset, the spatial extent of the phenomenon, and the need for repeated measurements over time. This work presents an integrated reflectometric methodology that combines accurate Frequency-Domain Reflectometry (FDR) characterization with the development and validation of a custom-developed, compact, portable, low-cost, and potentially scalable Time-Domain Reflectometry (TDR) prototype. Resonant patch antennas operating at different frequencies were used with a Vector Network Analyzer (VNA) to characterize Lecce stone, Carparo, and plaster applied to Carparo during controlled drying. This configuration provides localized moisture information based on sensor-material-specific calibration and is particularly suitable for valuable architectural, monumental, or decorative surfaces, where measurement accuracy and detailed spectral analysis are essential. The proposed TDR prototype extends the same reflectometric approach toward more accessible, low-cost, repeated, distributed, and potentially remotely managed monitoring. Its performance was assessed against a reference PicoVNA using a microstrip probe, selected as a representative application for monitoring broader masonry regions and phenomena such as rising damp. The reflectograms acquired with the prototype were processed to reconstruct the corresponding complex S11(f) responses, allowing the two measurement systems to be compared on a common frequency-domain basis. The results showed a consistent moisture-dependent resonance evolution and demonstrated that the prototype preserves the principal temporal and spectral information observed with the reference instrument. The proposed methodology therefore brings together complementary measurement capabilities within a unified framework, enabling the sensing configuration to be selected according to the required accuracy, spatial coverage, portability, cost, scalability, and monitoring frequency.

Indexed as

cultural heritagefrequency-domain reflectometryhistoric masonrymicrostrip probemoisture monitoringnon-destructive testingpatch antennatime-domain reflectometry

Identifiers

PMID42817375
PMCPMC13611756

What OpenQuestion holds

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Registered trials

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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.