Impact of Physical Features on Visual Walkability Perception in Urban Commercial Streets by Using Street-View Images and Deep Learning DOI Creative Commons
Gonghu Huang, Yiqing Yu, Mei Lyu

et al.

Buildings, Journal Year: 2024, Volume and Issue: 15(1), P. 113 - 113

Published: Dec. 31, 2024

Urban commercial streets are a crucial component of urban life, serving as the central hubs activity and providing vital spaces for both residents visitors to engage in various activities. Walkability is commonly used key indicator environmental quality, playing significant role improving residents’ health, community interaction, quality life. Therefore, promoting development high-quality walking environment districts fostering economic growth creation livable cities. However, existing studies predominantly focus on impact built walkability at scale, with limited attention given streets, particularly influence their physical features walking-need perceptions. In this study, we utilized Google Street-View Panorama (GSVP) images Tenjin district applied Semantic Differential (SD) method assess four perceptions visual perception, including usefulness, comfort, safety, attractiveness. Additionally, deep-learning-based semantic segmentation was employed extract calculate district. Correlation regression analysis were investigate these The results showed that different attractiveness > safety comfort usefulness. Furthermore, show there spatial distribution differences Safety perception more prominent primary roads, all secondary roads high level, tertiary have generally lower scores indicates walkable space landmark visibility index street cleanliness emerges most influential factor affecting greenness identified determinant while exerts greatest This study expands perspectives by focusing street-level proposes strategies enhance streets. These findings aim better meet pedestrian needs provide valuable insights future planning efforts.

Language: Английский

Correlating urban spatial form and crowd spatiotemporal behavior: A case study of Lhasa, China DOI Creative Commons
Zhengzheng Luo, Lia Marchi, Fangyu Chen

et al.

Cities, Journal Year: 2025, Volume and Issue: 160, P. 105812 - 105812

Published: Feb. 22, 2025

Language: Английский

Citations

1
Cultural Diversity Conservation in Historic Districts via Spatial-Gene Perspectives: The Small Wild Goose Pagoda District, Xi’an DOI Open Access

Wenlong Lan,

Junyi Li, Ao Wang

et al.

Sustainability, Journal Year: 2025, Volume and Issue: 17(5), P. 2189 - 2189

Published: March 3, 2025

The accelerating processes of globalization and modernization have imposed unprecedented anthropogenic pressures on the cultural diversity historic districts, leading to physical degradation historical heritage fragmentation transmission chains. To address this challenge, study establishes an innovative spatial-gene theoretical framework that seeks balance protection with urban development by integrating landscape characteristics connotations, thereby enhancing conservation in districts. Focusing Small Wild Goose Pagoda district as a case study, we developed comprehensive methodology field research, induction, spatial analysis, place-making. Through operational framework, systematically identified four constitutive genes: mountain–water pattern, urban-axis, li-fang, architectural courtyard. These genetic elements inform dual-regeneration strategy promotes synergy dialogue between old new: (1) place-making guided morphological grammar rules (2) activity organization reconfigures value system “openness inclusiveness”. This research not only advances theory but also provides replicable model for regenerating districts oriented toward diversity, effectively combining authenticity contemporary functionality promote sustainable development.

Language: Английский

Citations

0
Placemaking Design of City Boundary Monument in Surakarta, Central Java, Indonesia DOI Creative Commons
Nur Rahmawati Syamsiyah,

Yudha Manggala Putra

Published: March 24, 2025

Language: Английский

Citations

0
Exploring Non-Linear and Synergistic Effects of Street Environment on the Spirit of Place in Historic Districts: Using Multi-Source Data and XGBoost DOI Open Access
Shuxiao Ma, W. N. HUANG, Nana Cui

et al.

Sustainability, Journal Year: 2024, Volume and Issue: 16(12), P. 5182 - 5182

Published: June 18, 2024

The fragmented remodeling of historic districts undermines the spirit place. Understanding intricate relationship between neighborhood environment and place is essential for sustainable urban development. Current research predominantly relies on case studies concept place, which are subjective lack specific analysis how shapes In this study, we examine Chuancheng Street in Handan City as a study. Utilizing eXtreme Gradient Boosting (XGBoost) model multi-source data, combined with SHapley Additive exPlanation (SHAP) Partial Dependence Plots (PDP), analyze non-linear synergistic effects street districts. findings reveal that (1) proportion enduring sociability (PES) significantly cultural space elements being less prioritized perception; (2) PES, green vision index (GVI), Integration_800 m, mixed land use (MLU) have pronounced impacts strong threshold effects, these factors also demonstrate effect; (3) There notable spatial variations across different blocks, particularly influenced by authenticity heritage. This study provides fundamental insights into neighborhoods, enabling better understanding complex dynamics informing future regeneration from perspective.

Language: Английский

Citations

2
Kajian teorI keterkaitan setting fisik dan identitas Kota dalam konteks City Branding DOI Creative Commons

Marinda Noor Fajrina Noviana Putri

Jurnal Teknik Indonesia, Journal Year: 2024, Volume and Issue: 3(1), P. 30 - 37

Published: May 25, 2024

City branding is very important for the growth and marketing of cities. Urban planning, visual communication, graphic design are used to build a distinctive city identity that represents its values ??and goals. This research examines how improves local economies competitiveness around world physical non-physical variables shape over time. branding, identity, 'place fuzziness' using comprehensive literature review. The aim this find out form especially in tangible terms, supports so can be achieved from an architectural urban perspective. results show attract investment tourists strengthen character attractiveness city. A complex combination components forms city's which underlies branding. also emphasizes need resolve fuzziness'—unclearness place's or function—to improve suggests planners marketers must work together ensure development social activities promote eliminate ambiguity, image. Creating vibrant sustainable image requires integration strategic planning management.

Language: Английский

Citations

1
Identification and Evaluation of Cultural Ecosystem Service Resources in the Territory of the Local Action Group Lednice–Valtice Area DOI Open Access
Ilona Zourková, Lenka Janošíková, Jiří Schneider

et al.

Sustainability, Journal Year: 2024, Volume and Issue: 17(1), P. 13 - 13

Published: Dec. 24, 2024

The article focuses on the identification and mapping of cultural ecosystem service (CES) resources in territory Local Action Group Lednice–Valtice Area (LAG LVA). Consolidated Layer Ecosystems (CLE) was used for mapping, changes distribution overall representation across different CLE versions were monitored. A total 27 categories identified region. Subsequently, importance services assessed based expert estimation. classes defined within Common International Classification Ecosystem Services (CICES) have been grouped into a four groups according to their common characteristics. Then, an estimation all ecosystems terms as sources CESs performed. It showed that LAG LVA high potential provide CES. As result significant amount CES resources, it is also area attracts huge number visitors annually. However, some places are more attractive well known, causing influx tourists. sustainability protection these thus, depends appropriate management integration strategies planning.

Language: Английский

Citations

0
Impact of Physical Features on Visual Walkability Perception in Urban Commercial Streets by Using Street-View Images and Deep Learning DOI Creative Commons
Gonghu Huang, Yiqing Yu, Mei Lyu

et al.

Buildings, Journal Year: 2024, Volume and Issue: 15(1), P. 113 - 113

Published: Dec. 31, 2024

Urban commercial streets are a crucial component of urban life, serving as the central hubs activity and providing vital spaces for both residents visitors to engage in various activities. Walkability is commonly used key indicator environmental quality, playing significant role improving residents’ health, community interaction, quality life. Therefore, promoting development high-quality walking environment districts fostering economic growth creation livable cities. However, existing studies predominantly focus on impact built walkability at scale, with limited attention given streets, particularly influence their physical features walking-need perceptions. In this study, we utilized Google Street-View Panorama (GSVP) images Tenjin district applied Semantic Differential (SD) method assess four perceptions visual perception, including usefulness, comfort, safety, attractiveness. Additionally, deep-learning-based semantic segmentation was employed extract calculate district. Correlation regression analysis were investigate these The results showed that different attractiveness > safety comfort usefulness. Furthermore, show there spatial distribution differences Safety perception more prominent primary roads, all secondary roads high level, tertiary have generally lower scores indicates walkable space landmark visibility index street cleanliness emerges most influential factor affecting greenness identified determinant while exerts greatest This study expands perspectives by focusing street-level proposes strategies enhance streets. These findings aim better meet pedestrian needs provide valuable insights future planning efforts.

Language: Английский

Citations

0