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Ageing Design of Urban Park Landscape Based on Computer Virtual Simulation Technology

Greenery are the parks in the urban areas and it becomes progressively most significant as cities grow more crowded. In the end, urban parks contribute to the population's healthiness and welfare by providing opportunities intended for physical and social activity, leisure, and relaxation. In o...

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Autor principal: Fan, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9357757/
https://www.ncbi.nlm.nih.gov/pubmed/35958744
http://dx.doi.org/10.1155/2022/3150371
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author Fan, Jing
author_facet Fan, Jing
author_sort Fan, Jing
collection PubMed
description Greenery are the parks in the urban areas and it becomes progressively most significant as cities grow more crowded. In the end, urban parks contribute to the population's healthiness and welfare by providing opportunities intended for physical and social activity, leisure, and relaxation. In order to construct “Digital Land,” computer and system software and hardware were used. Computer simulations are used to examine the value of a city garden's landscape design. Digital models and multimedia performances are being built using computer-aided design (CAD), this underlines the need for digitizing data for landscape design. A region's landscapes can only be accurately assessed if sufficient information is available on the elements that influence the people's awareness of landscape quality, as well as the kind, method, and effective rate of each of them. We use an LVQANN (artificial neural network) to forecast the landscape aesthetic assessment of urban parks and priorities the model's significant factors in this research. User viewpoint and artificial neural network modelling were utilized in conjunction to assess the aesthetic quality of the urban park's environment. This was done for two reasons. The design of urban parks decision support system is known as MATLAB software's multilayer perceptions model, which gives the ability to anticipate landscape visual significance in innovative parks. In this study, the ANN LVQ model is used to execute an ageing design of an urban park landscape based on a computer virtual simulation application. An example land is selected as input and area linked to sunny spot, top view, and so on is fixed. The ANN tool box is used to develop this application in MATLAB 2018b software. The following approach is used to create the ideal urban park landscape model. An accuracy of 89.23 percent, a sensitivity of 87.34 percent, and a recall of 78.93 percent were achieved, outperforming the approach and competing with the current model.
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spelling pubmed-93577572022-08-10 Ageing Design of Urban Park Landscape Based on Computer Virtual Simulation Technology Fan, Jing Comput Intell Neurosci Research Article Greenery are the parks in the urban areas and it becomes progressively most significant as cities grow more crowded. In the end, urban parks contribute to the population's healthiness and welfare by providing opportunities intended for physical and social activity, leisure, and relaxation. In order to construct “Digital Land,” computer and system software and hardware were used. Computer simulations are used to examine the value of a city garden's landscape design. Digital models and multimedia performances are being built using computer-aided design (CAD), this underlines the need for digitizing data for landscape design. A region's landscapes can only be accurately assessed if sufficient information is available on the elements that influence the people's awareness of landscape quality, as well as the kind, method, and effective rate of each of them. We use an LVQANN (artificial neural network) to forecast the landscape aesthetic assessment of urban parks and priorities the model's significant factors in this research. User viewpoint and artificial neural network modelling were utilized in conjunction to assess the aesthetic quality of the urban park's environment. This was done for two reasons. The design of urban parks decision support system is known as MATLAB software's multilayer perceptions model, which gives the ability to anticipate landscape visual significance in innovative parks. In this study, the ANN LVQ model is used to execute an ageing design of an urban park landscape based on a computer virtual simulation application. An example land is selected as input and area linked to sunny spot, top view, and so on is fixed. The ANN tool box is used to develop this application in MATLAB 2018b software. The following approach is used to create the ideal urban park landscape model. An accuracy of 89.23 percent, a sensitivity of 87.34 percent, and a recall of 78.93 percent were achieved, outperforming the approach and competing with the current model. Hindawi 2022-07-31 /pmc/articles/PMC9357757/ /pubmed/35958744 http://dx.doi.org/10.1155/2022/3150371 Text en Copyright © 2022 Jing Fan. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Fan, Jing
Ageing Design of Urban Park Landscape Based on Computer Virtual Simulation Technology
title Ageing Design of Urban Park Landscape Based on Computer Virtual Simulation Technology
title_full Ageing Design of Urban Park Landscape Based on Computer Virtual Simulation Technology
title_fullStr Ageing Design of Urban Park Landscape Based on Computer Virtual Simulation Technology
title_full_unstemmed Ageing Design of Urban Park Landscape Based on Computer Virtual Simulation Technology
title_short Ageing Design of Urban Park Landscape Based on Computer Virtual Simulation Technology
title_sort ageing design of urban park landscape based on computer virtual simulation technology
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9357757/
https://www.ncbi.nlm.nih.gov/pubmed/35958744
http://dx.doi.org/10.1155/2022/3150371
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