东华理工大学学报(自然科学版)2024,Vol.47Issue(5) :449-458.DOI:10.3969/j.issn.1674-3504.2024.05.006

萍乡市路网形态对住宅用地价格空间的多尺度影响——基于sDNA与MGWR模型的研究

Multi-scale Effects of Road Network Form in Pingxiang City on Residential Land Price Spatial Distribution:A Study Based on sDNA and MGWR Models

陈文波 陈端怡 党迎春 盛珍妍
东华理工大学学报(自然科学版)2024,Vol.47Issue(5) :449-458.DOI:10.3969/j.issn.1674-3504.2024.05.006

萍乡市路网形态对住宅用地价格空间的多尺度影响——基于sDNA与MGWR模型的研究

Multi-scale Effects of Road Network Form in Pingxiang City on Residential Land Price Spatial Distribution:A Study Based on sDNA and MGWR Models

陈文波 1陈端怡 2党迎春 3盛珍妍2
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作者信息

  • 1. 东华理工大学测绘与空间信息工程学院,江西南昌 330013;东华理工大学江西省流域生态过程与信息重点实验室,江西南昌 330013;东华理工大学南昌市景观过程与国土空间生态修复重点实验室,江西南昌 330013
  • 2. 江西农业大学南昌市景观与环境重点实验室,江西南昌 330045
  • 3. 江西省地质局地理信息工程大队,江西南昌 330001
  • 折叠

摘要

为了探究萍乡市路网形态对住宅用地价格的影响,以2011-2020年萍乡市中心城区出让住宅地价样点为例,基于空间设计网络分析(sDNA)模型和多尺度地理加权回归(MGWR)模型探究路网形态对住宅用地价格的多尺度关系.结果表明,2011年以来,萍乡市住宅空间分布呈现轴向发展、向内填充与向外扩散并进、多中心圈层结构相融合的演化趋势;路网形态总体呈现块状聚集,轴向延伸的空间格局;路网接近度对住宅用地价格呈现出正向的城区边缘高,中心区低的空间格局,密度、穿行度与之相反,同时出现跨尺度相似性.研究成果可为市政完善土地市场价格管理体系提供科学的决策依据,同时为城市交通规划以及房地产选址布局提供相关建议.

Abstract

Taking the selling of residential land at transfer prices in the central city of Pingxiang City from 2011 to 2020 as a sample,the sDNA and MGWR models were used to explore the multi-scale relationship between road network form and residential land price.The results show that the spatial distribution of residential areas in Pingx-iang City has shown a trend of outward diffusion and inward filling since 2011.The integration of axial development and multi-center circle diffusion is obvious.The overall shape of the road network presents as a spatial pattern of"mass gathering and axial extension".The effects of the road network proximity on residential land price show a spatial pattern of"high at the urban edge and low in the central area",while the density and penetration are the opposite,exhibiting a cross-scale similarity.The study can benefit scientific decision-making for the government to improve the land market price management,and provide references for urban transportation planning and real estate site selection.

关键词

住宅用地价格/路网形态/空间设计网络分析模型/多尺度地理加权回归模型/萍乡市

Key words

residential land price/road network form/spatial design network analysis model/multi-scale geo-graphically weighted regression model/Pingxiang City

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出版年

2024
东华理工大学学报(自然科学版)
东华理工学院

东华理工大学学报(自然科学版)

北大核心
影响因子:0.634
ISSN:1674-3504
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