Replication Data for: Automating Urban Soundscape Enhancements with AI: In-situ Assessment of Quality and Restorativeness in Traffic-Exposed Residential Areas

This dataset contains the following data tables: amss_insitu_participant_data.csv: Participant responses to site evaluation comb_obj_insitu_session_data.csv: Per session combined objective acoustic measurement and subjective response data The variables contained in each data table are detailed below: amss_insitu_participant_data.csv pID: [numeric] Unique participant identification site: [Factor w/ 3 levels GND, ROOF, MP] Variable describing the site, where GND refers to the pavilion on the ground floor, ROOF is the pavilion in the rooftop garden, and MP is the meeting point condition: [Factor w/ 2 levels AMB, AMSS] Variable describing the condition order: [Factor w/ 2 levels 18, 81] Variable describing the order in which the participant assesses the evaluation sites. 18 indicates that a participant evaluated the soundscape at GND first followed by ROOF and vice versa for 81. partGrp: [Factor w/ 2 levels multi, single] Variable describing the number of participants in the session for each participant, where single indicates that the participant conducted the experiment alone and multi indicates that more than one person was present during dom_noise: [numeric] Normalised score for the dominance of noise sources (DOMNoi) dom_human: [numeric] Normalised score for the dominance of human sound sources (DOMHum) dom_natural: [numeric] Normalised score for the dominance of natural sound sources (DOMNat) p: [numeric] Normalised score for the pleasant attribute in the perceived affective quality scale as per Method A questionnaire in ISO 12913-2 (rp) e: [numeric] Normalised score for the eventful attribute in the perceived affective quality scale as per Method A questionnaire in ISO 12913-2 (re) ch: [numeric] Normalised score for the chaotic attribute in the perceived affective quality scale as per Method A questionnaire in ISO 12913-2 (rch) v: [numeric] Normalised score for the vibrant attribute in the perceived affective quality scale as per Method A questionnaire in ISO 12913-2 (rv) u: [numeric] Normalised score for the uneventful attribute in the perceived affective quality scale as per Method A questionnaire in ISO 12913-2 (ru) ca: [numeric] Normalised score for the calm attribute in the perceived affective quality scale as per Method A questionnaire in ISO 12913-2 (rca) a: [numeric] Normalised score for the annoying attribute in the perceived affective quality scale as per Method A questionnaire in ISO 12913-2 (ra) m: [numeric] Normalised score for the monotonous attribute in the perceived affective quality scale as per Method A questionnaire in ISO 12913-2 (rm) overall: [numeric] Normalised score for the overall quality of the acoustic environment as per Method A questionnaire in ISO 12913-2 (OSQ) appropriate: [numeric] Normalised score for the appropriateness of the acoustic environment as per Method A questionnaire in ISO 12913-2 (APPR) loudness: [numeric] Normalised score for the overall loudness of the acoustic environment (PLN) ISOPL: [numeric] Derived normalised score for the ``Pleasantness score calculated using equation A.1 in ISO 12913-3 (ISOPL) ISOEV: [numeric] Derived normalised score for the ``Eventfulness score calculated using equation A.1 in ISO 12913-3 (ISOEV) PRSSFas: [numeric] Derived normalised score for the ``Fascination dimension in the Perceived Restorativeness Soundscape Scale (PRSSFas) PRSSBA: [numeric] Derived normalised score for the ``Being-Away dimension in the Perceived Restorativeness Soundscape Scale (PRSSBA) PRSSCom: [numeric] Derived normalised score for the ``Compatibility dimension in the Perceived Restorativeness Soundscape Scale (PRSSCom) PRSSEC: [numeric] Derived normalised score for the ``Extent-Coherence dimension in the Perceived Restorativeness Soundscape Scale (PRSSEC) PRSSES: [numeric] Derived normalised score for the ``Extent-Scope dimension in the Perceived Restorativeness Soundscape Scale (PRSSES) PosAff: [numeric] Derived normalised score for positive affect in the I-PANAS-SF scale (PA) NegAff: [numeric] Derived normalised score for negative affect in the I-PANAS-SF scale (NA) pss: [numeric] Derived normalised score for the 10-item perceived stress scale (PSS-10) wnss: [numeric] Derived normalised score for the 21-item Weinstein noise sensitivity scale (INS) wbi: [numeric] Derived normalised score for the 5-item WHO well-being index (WHO-5) panas_*: [numeric] Individual raw ratings of the I-PANAS-SF questionnaire annoy-*: [numeric] Individual raw ratings of the ISO 15666 questionnaire on annoyance gender: [Factor w/ 2 levels Male, Female] reported gender occupation: [chr] reported occupation occupation_other: [chr] self-reported occupation for other category age: [numeric] reported age pss*: [numeric] Individual raw ratings of the Perceived Stress Scale questionnaire wnss*: [numeric] Individual raw ratings of the Weinstein Noise Sensitivity Scale questionnaire who*: [numeric] Individual raw ratings of the WHO Well-being Index questionnaire comb_obj_insitu_session_data.csv date: [character] Date in YYYYMMDD format sessionTime: [numeric] The hour of date when the evaluation session started site: [Factor w/ 2 levels GND, ROOF] Variable describing the site condition: [Factor w/ 2 levels AMB, AMSS] Variable describing the condition L[Aeq]: [numeric] The C-weighted equivalent sound pressure level for 10-min listening period of the session at date and sessionTime L[Ceq]: [numeric] The C-weighted equivalent sound pressure level for 10-min listening period of the session at date and sessionTime N[95]: [numeric] The 95 % exceedance levels of psychoacoustic loudness for 10-min listening period of the session at date and sessionTime pair: [numeric] A combination of condition--site for plotting purposes attribute: [numeric] The collated subjective attributes of ISOPL, OSQ, PRSSFas, PRSSBA, and PRSSCom score: [numeric] The hour of date when the evaluation session started enviro_session_data.csv startDate: [POSIXlt] The local POSIXlt datetime indicating the start of the 10-min listening period of the session endDate: [POSIXlt] The local POSIXlt datetime indicating the end of the 10-min listening period of the session condition: [Factor w/ 2 levels AMB, AMSS] Variable describing the condition temperature: [numeric] Variable describing the temperature in °C humidity: [numeric] Variable describing the humidity in %RH lux: [numeric] Variable describing the luminance in lux windspeed: [numeric] Variable describing the wind speed in km/h 24h_psi: [numeric] Variable describing the 24 hour Pollution Standards Index pm25: [numeric] Variable describing the 1-hour PM2.5 reading in µg/m3 predict_session_data.csv timestamp: [POSIXlt] The local POSIXlt datetime indicating the time at which the 30-s long masker was played at the ROOF pavilion predictions: [numeric] Variable describing the masker that was chosen based on the highest predicted ISOPL increase condition: [Factor w/ 1 level AMSS] Variable describing the condition fullData.RData amss_insitu_participant_data: [data.frame] R S3 tibble data.frame containing the data in amss_insitu_participant_data.csv comb_obj_insitu_session_data: [data.frame] R S3 tibble data.frame containing the data in comb_obj_insitu_session_data.csv enviro_session_data: [data.frame] R S3 tibble data.frame containing the data in enviro_session_data.csv predict_session_data: [data.frame] R S3 tibble data.frame containing the data in predict_session_data.csv