On the Modelling of Algal Biofouling Growth on Nano-TiO2 Coated and Uncoated Limestones and Sandstones
Source abstract
Abstract
Algal biofouling on archaeological and historic materials, as well as in modern building façade, is a common phenomenon that occurs when microorganisms of various nature adhere to the material, forming biological stains and patinas. It can significantly deteriorate the aesthetic and even mechanical quality of historic and archaeological artifacts. Thus, predicting the colonization progress of algae on treated and untreated materials can be helpful to establish appropriate schedules and methods of maintenance. In this way, the aim of this research was to modelize the algal colonization on nano-TiO2 coated and uncoated stone surfaces, usually found in historic and archaeological artifacts, by following Avrami’s theory. Particular attention was paid on correlating the model with some properties of the substrate, like roughness and porosity. Biofouling was tested on two sandstones and three limestone with different intrinsic characteristics (porosity, roughness) by means of an accelerated lab-scale test. A suspension of green alga Chlorella mirabilis and cyanobacteria Chroococcidiopsis fissurarum was used as biofouling. Digital image analysis was carried out in order to find the attachment rate and the growth of algal spots. Results show that the attachment specific rate increased linearly with time, and the assumption of a constant growth rate was acceptable. A good agreement between the simulation and the experimental results was obtained with a maximum error of 0.59%.
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Research context
OpenAlex topics: Building materials and conservation · Conservation Techniques and Studies · Dental materials and restorations
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Department of Construction, Civil Engineering and Architecture (DICEA), Università Politecnica delle Marche, via Brecce Bianche, 60131 Ancona, Italy
References (47)
Show source-provided references
1. Biodeterioration of external architectural paint films—A review10.1016/j.ibiod.2011.09.005 ↗
2. Bioreceptivity of building stones: A review10.1016/j.scitotenv.2012.03.026 ↗
3. Microorganisms versus stony materials: A love–hate relationship10.1617/s11527-010-9654-0 ↗
4. Factors affecting the weathering and colonization of monuments by phototrophic microorganisms10.1016/0048-9697(95)04593-P ↗
5. Influence of material properties and photocatalysis on phototrophic growth in multi-year roof weathering10.1016/j.ibiod.2010.05.014 ↗
6. Effects of water absorption and surface roughness on the bioreceptivity of ETICS compared to clay bricks10.1016/j.buildenv.2014.03.018 ↗
7. Accelerated testing of biological stain growth on external concrete walls. Part 1: Development of the growth tests10.1617/s11527-006-9205-x ↗
8. Accelerated testing of biological stain growth on external concrete walls. Part 2: Quantification of growths10.1617/s11527-008-9433-3 ↗
9. Factors involved in the colonisation of building facades by algae and cyanobacteria in France10.1080/08927010600564712 ↗
10. Kunzel, H.M., and Sedlbauer, K. (2001, January 2–7). Biological Growth on Stucco. Proceedings of the Buildings VIII, Clearwater Beach, FL, USA.
11. Estimation of mould growth levels on rendered façades based on surface relative humidity and surface temperature measurements10.1016/j.buildenv.2009.10.022 ↗
12. Anatase as an alternative application for preventing biodeterioration of mortars: Evaluation and comparison with other biocides10.1016/j.ibiod.2010.04.006 ↗
13. Evaluation of inhibitory effect of TiO2 nanocoatings against microalgal growth on clay brick façades under weak UV exposure conditions10.1016/j.buildenv.2013.03.003 ↗
14. Multifunctional TiO2 coatings for Cultural Heritage10.1016/j.porgcoat.2011.12.008 ↗
15. Algal growth inhibition on cement mortar: Efficiency of water repellent and photocatalytic treatments under UV/VIS illumination10.1016/j.ibiod.2014.01.018 ↗
16. Titanium dioxide based strategies to prevent algal fouling on cementitious materials10.1016/j.cemconcomp.2012.08.030 ↗
17. Durability of nano-engineered TiO2 self-cleaning treatments on limestone10.1016/j.conbuildmat.2014.04.112 ↗
18. Self-cleaning and de-polluting stone surfaces: TiO2 nanoparticles for limestone10.1016/j.conbuildmat.2012.07.006 ↗
19. Smart surfaces for architectural heritage: Preliminary results about the application of TiO2-based coatings on travertine10.1016/j.culher.2011.10.002 ↗
20. Self-cleaning materials on Architectural Heritage: Compatibility of photo-induced hydrophilicity of TiO2 coatings on stone surfaces10.1016/j.culher.2012.02.006 ↗
21. TiO2-based nanocoatings for preserving architectural stone surfaces: An overview10.1016/j.conbuildmat.2015.02.083 ↗
22. Quagliarini, E., Graziani, L., Diso, D., Licciulli, A., and D’Orazio, M. (2017). Is nano-TiO2 alone an effective strategy for the maintenance of stones in Cultural Heritage?. J. Cult. Herit.10.1016/j.culher.2017.09.016 ↗
23. The role of roughness and porosity on the self-cleaning and anti-biofouling efficiency of TiO2-Cu and TiO2-Ag nanocoatings applied on fired bricks10.1016/j.conbuildmat.2016.10.111 ↗
24. The influence of clay brick substratum on the inhibitory efficiency of TiO2 nanocoating against biofouling10.1016/j.buildenv.2014.08.013 ↗
25. Biofouling Prevention of Ancient Brick Surfaces by TiO2-Based Nano-Coatings10.3390/coatings5030357 ↗
26. Horn, H., and Lackner, S. (2014). Modeling of Biofilm Systems: A Review. Productive Biofilms, Springer International Publishing.10.1007/10_2014_275 ↗
27. A Review on the Mathematical Modeling of Biofilm Processes: Advances in Fundamentals of Biofilm Modeling10.1002/(SICI)1521-4125(199809)21:9<701::AID-CEAT701>3.0.CO;2-L ↗
28. Wanner, O., Eberl, H.J., Morgenroth, E., Noguera, D.R., Picioreanu, C., Rittmann, B.E., and van Loosdrecht, M.C. (2006). Mathematical Modeling of Biofilms, IWA Publishing.
29. Advances in mathematical modeling of biofilm structure10.1017/S1479050505001572 ↗
30. Mathematical description of microbial biofilms10.1137/080739720 ↗
31. Review of mathematical models for biofilms10.1016/j.ssc.2010.01.021 ↗
32. Clarelli, F., Russo, C.D.I., Natalini, R., and Ribot, M. (2009, January 15–19). Mathematical models for biofilms on the surface of monuments. Proceedings of the 9th SIMAI Conference on Applied and Industrial Mathematics in Italy III, Rome, Italy.10.1142/9789814280303_0020 ↗
33. A fluid dynamics multidimensional model of biofilm growth: Stability, influence of environment and sensitivity10.1093/imammb/dqv024 ↗
34. A fluid dynamics model of the growth of phototrophic biofilms10.1007/s00285-012-0538-5 ↗
35. Chen, B., and Li, Y. (1999, January 24–27). Numerical modeling of biofilm growth at the pore scale. Proceedings of the Conference on Hazardous Waste Research, St. Louis, MO, USA.
36. Granulation, Phase Change, and Microstructure Kinetics of Phase Change. III10.1063/1.1750872 ↗
37. Kinetics of Phase Change. I General Theory10.1063/1.1750380 ↗
38. Kinetics of Phase Change. II Transformation-Time Relations for Random Distribution of Nuclei10.1063/1.1750631 ↗
39. Avrami’s law based kinetic modeling of colonization of mortar surface by alga Klebsormidium flaccidum10.1016/j.ibiod.2012.12.012 ↗
40. Predicting Colonization Growth of Algae on Mortar Surface with Artificial Neural Network10.1061/(ASCE)CP.1943-5487.0000599 ↗
41. Estimation of algal colonization growth on mortar surface using a hybridization of machine learning and metaheuristic optimization10.1007/s12046-017-0652-6 ↗
42. (2013). ASTM D5589-09 Standard Test Method for Determining the Resistance of Paint Films and Related Coatings to Algal Defacement, ASTM International.
43. (2010). ASTM D4410 Standard Test Method for Determination of Pore Volume and Pore Volume Distribution of Soil and Rock by Mercury Intrusion Porosimetry, ASTM International.
44. (2009). UNI EN ISO 4287 Geometrical Product Specifications (GPS)—Surface Texture: Profile method—Terms, Definitions and Surface Texture Parameters, Ente Nazionale Italiano di Unificazione (UNI).
45. TiO2-treated different fired brick surfaces for biofouling prevention: Experimental and modelling results10.1016/j.ceramint.2015.11.069 ↗
46. Functionalised exposed building materials: Self-cleaning, photocatalytic and biofouling abilities10.1016/j.ceramint.2017.05.061 ↗
47. Superfici autopulenti e biocide nel Restauro Archeologico di pietre e laterizi