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author:

Hong, Xinchen (Hong, Xinchen.) [1] | Wang, Guangyu (Wang, Guangyu.) [2] | Liu, Jiang (Liu, Jiang.) [3] (Scholars:刘江) | Lan, Siren (Lan, Siren.) [4]

Indexed by:

SSCI EI Scopus SCIE

Abstract:

Cognition of soundscape information affects an individual's preference and understanding soundscapes in urban parks. This study explored the cognitive persistence of soundscape and the factors that influence cognitive soundscape in urban parks. Landscape information was collected at 36 observation sites in three parks. The duration of soundscape samples at each site heard by the observers were divided into 10 s, 20 s, and 30 s. The observers in different groups were required to start filling out the questionnaire following the different time. Principle Component Analysis (PCA) produced three principal components of cognitive soundscape, loudness cognition, harmonious cognition, and directional cognition. Three hierarchical Cluster Analyses contributed to finding the variation characteristics of the factors from PCA in different intervals. A model using Artificial Neural Network (ANN) provided a prediction of cognitive soundscape attenuation. Results indicate that the optimal cognitive persistence of soundscape is 20 s to maintain the cognitive soundscape, and the influencing factors include soundscape and lightscape. The classified indicators from PCA were more effective in forecasting than those that were unclassified after ANN training. Overall, the soundscape, lightscape, and space together play a key role in the cognitive persistence of soundscape.

Keyword:

Artificial neural network Cognitive persistence Lightscape Soundscape Urban parks

Community:

  • [ 1 ] [Hong, Xinchen]Fujian Agr & Forestry Univ, Sch Landscape Architecture, Fuzhou, Fujian, Peoples R China
  • [ 2 ] [Lan, Siren]Fujian Agr & Forestry Univ, Sch Landscape Architecture, Fuzhou, Fujian, Peoples R China
  • [ 3 ] [Hong, Xinchen]Univ British Columbia, Fac Forestry, Vancouver, BC, Canada
  • [ 4 ] [Wang, Guangyu]Univ British Columbia, Fac Forestry, Vancouver, BC, Canada
  • [ 5 ] [Liu, Jiang]Fuzhou Univ, Sch Architecture, Fuzhou, Fujian, Peoples R China
  • [ 6 ] [Lan, Siren]State Forestry Adm, Forest Pk Engn Res Ctr, Fuzhou, Fujian, Peoples R China

Reprint 's Address:

  • [Lan, Siren]Fujian Agr & Forestry Univ, 15 Shangxiadian Rd, Fuzhou, Fujian, Peoples R China

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Source :

SUSTAINABLE CITIES AND SOCIETY

ISSN: 2210-6707

Year: 2019

Volume: 51

5 . 2 6 8

JCR@2019

1 0 . 5 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:150

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 26

SCOPUS Cited Count: 28

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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