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dc.rights.licenseCC-BY-NC-ND
dc.contributor.advisorKerckhoffs, Jules
dc.contributor.authorCopraij, Floris
dc.date.accessioned2024-07-25T23:01:49Z
dc.date.available2024-07-25T23:01:49Z
dc.date.issued2024
dc.identifier.urihttps://studenttheses.uu.nl/handle/20.500.12932/46936
dc.description.abstractNoise maps provide insight into the distribution of environmental noise throughout an area. This makes them an essential tool in communication regarding- and planning measures against- noise pollution. Currently, most noise maps that are produced are based on mathematical models which create detailed analysis but are unable to capture all of the complexity inherent to noise. This study evaluates the feasibility of a hybrid approach which allows modelled noise maps to be extended with simple to collect fully mobile measurements. Anoise measurement setup was mounted to the roof of a car and measurements were collected in three different areas. Recording the noise measurements from a moving vehicle included interfering noise from both the collection vehicle and from wind hitting the microphone. To address this noise reduction, regression adjustments and data selection approaches were tested. The resulting models suffered from local inaccuracies and smaller value ranges when compared to reference models. Despite this, the models created were able to capture both general trends in the data and particularities of the areas measured, showing the potential of this hybrid approach given a larger collection of noise samples and more detailed model input.
dc.description.sponsorshipUtrecht University
dc.language.isoEN
dc.subjectImplementation of a system which uses car-based measurements for the creation of urban noise maps.
dc.titleApplicability of Fully Mobile Measurements for Noise Maps
dc.type.contentMaster Thesis
dc.rights.accessrightsOpen Access
dc.subject.keywordsNoise, Spatial, ML
dc.subject.courseuuApplied Data Science
dc.thesis.id34979


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