The Role of Subjective Perceptions and Objective Measurements of the Urban Environment in Explaining House Prices in Greater London: A Multi-Scale Urban Morphology Analysis

ISPRS International Journal of Geo-Information, Journal Year: 2023, Volume and Issue: 12(6), P. 249 - 249

Published: June 19, 2023

House prices have long been closely related to the built environment of cities, yet whether subjective perception (SP) these environments has a differing effect on at multiple urban scales is unclear. This study sheds light impact people’s SP house in multi-scale morphology analysis. We trained machine learning (ML) model predict around properties across Greater London with survey response data from an online evaluating street view image (SVI) and linked this price data. information was used construct hedonic (HPM) evaluate association between series linear regression models controlling location morphological characteristics such as network centralities scales, quantified using space syntax (SS) methods. The findings show that influences prices, but influence differs depending scale Particularly, sense ‘enclosure’ ‘comfort’ are important factors influencing variation. contributes by introducing new dimension into traditional HPM exploring economic market scales.

Language: Английский

---

How does visual environment affect outdoor jogging behavior? Insights from large-scale city images and GPS trajectories

Urban forestry & urban greening, Journal Year: 2024, Volume and Issue: 95, P. 128291 - 128291

Published: March 15, 2024

Language: Английский

---

Making residential green space exposure evaluation more accurate: A composite assessment framework that integrates objective and subjective indicators

Urban forestry & urban greening, Journal Year: 2024, Volume and Issue: 95, P. 128290 - 128290

Published: March 15, 2024

Language: Английский

---

Destigmatizing urban villages by examining their attractiveness: Quantification evidence from Shenzhen

Habitat International, Journal Year: 2024, Volume and Issue: 150, P. 103120 - 103120

Published: June 12, 2024

While existing social and political research has qualitatively discussed the stigmatization of urban villages (UVs), there's a lack quantitative support. This study innovatively attempts to provide evidence, employing spatial perspective for destigmatization UVs. We integrated population trajectory, GDP data, employment residential points interest, developed gravity model derive attractiveness index. Concurrently, we selected environmental, structure, housing economic indicators construct regression analysis. Our findings revealed that villagers exhibit preference shorter daily commutes, underscoring positive role UVs in promoting job-housing balance providing diverse services. The high-frequency mobility accelerates categorization enhances intra-area circulation. further interaction between UV renewal its destigmatization. To counter stigmatization, enhancing quality infrastructure UVs, as well diversified land use can reduce public's stereotypical impressions. Moreover, prioritizing affordable equitable distribution facilities, along with fostering synergies capital facilitate process. Stigmatization informal settlements is widespread issue. approaches, targeted renovation policy recommendations, serve blueprint addressing similar challenges globally.

Language: Английский

---

Crafting a jogging-friendly city: Harnessing big data to evaluate the runnability of urban streets

Journal of Transport Geography, Journal Year: 2024, Volume and Issue: 121, P. 104015 - 104015

Published: Oct. 1, 2024

Language: Английский

---