Detection of the TiO<sub>2</sub> Concentration in the Protective Coatings for the Cultural Heritage by Means of Hyperspectral Data

Nanotechnology-based materials are currently being tested in the protection of cultural heritage: ethyl silicate or silica nanoparticles dispersed in aqueous colloidal suspensions mixed with titanium dioxide are used as a coating for stone materials. These coatings can play a key role against the de...

Full description

Bibliographic Details
Main Authors: Antonio Costanzo, Donatella Ebolese, Silvestro Antonio Ruffolo, Sergio Falcone, Carmelo la Piana, Mauro Francesco La Russa, Massimo Musacchio, Maria Fabrizia Buongiorno
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Sustainability
Subjects:
Online Access:https://www.mdpi.com/2071-1050/13/1/92
id doaj-570f64e3127e421fb1ff0e56198e62d4
record_format Article
spelling doaj-570f64e3127e421fb1ff0e56198e62d42020-12-25T00:00:22ZengMDPI AGSustainability2071-10502021-12-0113929210.3390/su13010092Detection of the TiO<sub>2</sub> Concentration in the Protective Coatings for the Cultural Heritage by Means of Hyperspectral DataAntonio Costanzo0Donatella Ebolese1Silvestro Antonio Ruffolo2Sergio Falcone3Carmelo la Piana4Mauro Francesco La Russa5Massimo Musacchio6Maria Fabrizia Buongiorno7National Earthquake Observatory, Istituto Nazionale di Geofisica e Vulcanologia, 87036 Rende, ItalyDepartment of Culture and Society, University of Palermo, 90128 Palermo, ItalyDepartment of Biology, Ecology and Earth Sciences, University of Calabria, 87036 Rende, ItalyNational Earthquake Observatory, Istituto Nazionale di Geofisica e Vulcanologia, 87036 Rende, ItalyNational Earthquake Observatory, Istituto Nazionale di Geofisica e Vulcanologia, 87036 Rende, ItalyDepartment of Biology, Ecology and Earth Sciences, University of Calabria, 87036 Rende, ItalyNational Earthquake Observatory, Istituto Nazionale di Geofisica e Vulcanologia, 00143 Rome, ItalyNational Earthquake Observatory, Istituto Nazionale di Geofisica e Vulcanologia, 00143 Rome, ItalyNanotechnology-based materials are currently being tested in the protection of cultural heritage: ethyl silicate or silica nanoparticles dispersed in aqueous colloidal suspensions mixed with titanium dioxide are used as a coating for stone materials. These coatings can play a key role against the degradation of stone materials, due to the deposit of organic matter and other contaminants on the substrate, a phenomenon that produces a greater risk for the monuments in urban areas because of the increasing atmospheric pollution. However, during the application phase, it is important to evaluate the amount of titanium dioxide in the coatings on the substrate, as it can produce a coverage effect on the asset. In this work, we present the hyperspectral data obtained through a field spectroradiometer on samples of different stone materials, which have been prepared in laboratory with an increasing weight percentage of titanium dioxide from 0 to 8 wt%. The data showed spectral signatures dependent on the content of titanium dioxide in the wavelength range 350–400 nm. Afterwards, blind tests were performed on other samples in order to evaluate the reliability of these measurements in detecting the unknown weight percentage of titanium dioxide. Moreover, an investigation was also performed on a test application of nanoparticle coatings on a stone statue located in a coastal town in Calabria (southern Italy). The results showed that the surveys can be useful for verifying the phase of application of the coating on cultural heritage structures; however, they could also be used to check the state of the coated stone directly exposed over time to atmospheric, biological and chemical agents.https://www.mdpi.com/2071-1050/13/1/92protective coatingsnanoparticle filmstitanium dioxidestone surface conservationspectroradiometric datahyperspectral signatures
collection DOAJ
language English
format Article
sources DOAJ
author Antonio Costanzo
Donatella Ebolese
Silvestro Antonio Ruffolo
Sergio Falcone
Carmelo la Piana
Mauro Francesco La Russa
Massimo Musacchio
Maria Fabrizia Buongiorno
spellingShingle Antonio Costanzo
Donatella Ebolese
Silvestro Antonio Ruffolo
Sergio Falcone
Carmelo la Piana
Mauro Francesco La Russa
Massimo Musacchio
Maria Fabrizia Buongiorno
Detection of the TiO<sub>2</sub> Concentration in the Protective Coatings for the Cultural Heritage by Means of Hyperspectral Data
Sustainability
protective coatings
nanoparticle films
titanium dioxide
stone surface conservation
spectroradiometric data
hyperspectral signatures
author_facet Antonio Costanzo
Donatella Ebolese
Silvestro Antonio Ruffolo
Sergio Falcone
Carmelo la Piana
Mauro Francesco La Russa
Massimo Musacchio
Maria Fabrizia Buongiorno
author_sort Antonio Costanzo
title Detection of the TiO<sub>2</sub> Concentration in the Protective Coatings for the Cultural Heritage by Means of Hyperspectral Data
title_short Detection of the TiO<sub>2</sub> Concentration in the Protective Coatings for the Cultural Heritage by Means of Hyperspectral Data
title_full Detection of the TiO<sub>2</sub> Concentration in the Protective Coatings for the Cultural Heritage by Means of Hyperspectral Data
title_fullStr Detection of the TiO<sub>2</sub> Concentration in the Protective Coatings for the Cultural Heritage by Means of Hyperspectral Data
title_full_unstemmed Detection of the TiO<sub>2</sub> Concentration in the Protective Coatings for the Cultural Heritage by Means of Hyperspectral Data
title_sort detection of the tio<sub>2</sub> concentration in the protective coatings for the cultural heritage by means of hyperspectral data
publisher MDPI AG
series Sustainability
issn 2071-1050
publishDate 2021-12-01
description Nanotechnology-based materials are currently being tested in the protection of cultural heritage: ethyl silicate or silica nanoparticles dispersed in aqueous colloidal suspensions mixed with titanium dioxide are used as a coating for stone materials. These coatings can play a key role against the degradation of stone materials, due to the deposit of organic matter and other contaminants on the substrate, a phenomenon that produces a greater risk for the monuments in urban areas because of the increasing atmospheric pollution. However, during the application phase, it is important to evaluate the amount of titanium dioxide in the coatings on the substrate, as it can produce a coverage effect on the asset. In this work, we present the hyperspectral data obtained through a field spectroradiometer on samples of different stone materials, which have been prepared in laboratory with an increasing weight percentage of titanium dioxide from 0 to 8 wt%. The data showed spectral signatures dependent on the content of titanium dioxide in the wavelength range 350–400 nm. Afterwards, blind tests were performed on other samples in order to evaluate the reliability of these measurements in detecting the unknown weight percentage of titanium dioxide. Moreover, an investigation was also performed on a test application of nanoparticle coatings on a stone statue located in a coastal town in Calabria (southern Italy). The results showed that the surveys can be useful for verifying the phase of application of the coating on cultural heritage structures; however, they could also be used to check the state of the coated stone directly exposed over time to atmospheric, biological and chemical agents.
topic protective coatings
nanoparticle films
titanium dioxide
stone surface conservation
spectroradiometric data
hyperspectral signatures
url https://www.mdpi.com/2071-1050/13/1/92
work_keys_str_mv AT antoniocostanzo detectionofthetiosub2subconcentrationintheprotectivecoatingsfortheculturalheritagebymeansofhyperspectraldata
AT donatellaebolese detectionofthetiosub2subconcentrationintheprotectivecoatingsfortheculturalheritagebymeansofhyperspectraldata
AT silvestroantonioruffolo detectionofthetiosub2subconcentrationintheprotectivecoatingsfortheculturalheritagebymeansofhyperspectraldata
AT sergiofalcone detectionofthetiosub2subconcentrationintheprotectivecoatingsfortheculturalheritagebymeansofhyperspectraldata
AT carmelolapiana detectionofthetiosub2subconcentrationintheprotectivecoatingsfortheculturalheritagebymeansofhyperspectraldata
AT maurofrancescolarussa detectionofthetiosub2subconcentrationintheprotectivecoatingsfortheculturalheritagebymeansofhyperspectraldata
AT massimomusacchio detectionofthetiosub2subconcentrationintheprotectivecoatingsfortheculturalheritagebymeansofhyperspectraldata
AT mariafabriziabuongiorno detectionofthetiosub2subconcentrationintheprotectivecoatingsfortheculturalheritagebymeansofhyperspectraldata
_version_ 1724371653777948672