徐芳,孙立坚,李盼盼,翟亮,孙立,王涛涛

• 1:兰州交通大学测绘与地理信息学院
• 2:中国测绘科学研究院
• 3:武汉大学资源与环境科学学院
• 4:武汉市测绘研究院

摘要(Abstract)：

针对人口和房价问题的研究多基于地理空间单元,难以从更深层次、更多角度反映两者关系的问题,以武汉市主城区为例,在区县、街道、居民区3个空间尺度与工作和休息这两个时间节点上应用Kriging插值、区位熵、集聚指数等方法分析人口集聚和房价的分布特征及相关性,并在居民区尺度基于土地利用数据这非地理空间单元,对人口集聚和房价关系进行探讨。结果表明,房价与人口集聚分布具有趋同性,但并非完全同步,房价高值往往与人口集聚高值错开而分布在其周围;用地类别中,相对于居住人口,公共管理与公共服务设施用地,绿地与广场用地、公共设施用地类别房价受就业人口集聚影响更为显著。

关键词(KeyWords)： 房价;人口集聚;Kriging插值;土地利用;区位熵

Abstract:

Keywords:

基金项目(Foundation): 自然资源部基本科研业务费项目(AR2014);; 国家社会科学基金项目(18ZDA066)

作者(Author): 徐芳,孙立坚,李盼盼,翟亮,孙立,王涛涛

DOI: 10.16251/j.cnki.1009-2307.2021.07.024

参考文献(References)：

• [1] CHEN Yu,SHI Shaobin,TANG Yugang.Valuing the urban Hukou in China:Evidence from a regression discontinuity design for housing prices[J].Journal of Development Economics,2019,141:102381.
• [2] LU G Y,WONG D W.An adaptive inverse-distance weighting spatial interpolation technique[J].Computers & Geosciences,2008,34(9):1044-1055.
• [3] CARL P.Trend surface and the spatio-temporal analysis of residential land-use intensity and household housing expenditure[J].Land Economics,1981,57(3):323.
• [4] 杨阳，李飒，何福耀，等.半变异函数及取样间距对克里金法在海洋地层分析中的影响研究[J].工程地质学报，2019,27(4):794-802.(YANG Yang,LI Sa,HE Fuyao,et al.A study on effects of variogram and sampling interval in kriging on analysis of submarine stratum[J].Journal of Engineering Geology,2019,27(4):794-802.)
• [5] 施建刚，李俊明.数字地价模型建立过程中的插值方法研究：以上海内环线地区为例[J].土木工程学报，2007,40(1):90-94.(SHI Jiangang,LI Junming.A study on interpolation techniques in the digital land price model:the case of Shanghai inner belt-way district[J].China Civil Engineering Journal,2007,40(1):90-94.)
• [6] LISI G.Hedonic pricing models and residual house price volatility[J].Letters in Spatial and Resource Sciences,2019,12(2):133-142.
• [7] LIU Jiping,YANG Yi,XU Shenghua,et al.A geographically temporal weighted regression approach with travel distance for house price estimation[J].Entropy,2016,18(8):303.
• [8] CHINTAGUNTA P K.Endogeneity and heterogeneity in a probit demand model:Estimation using aggregate data[J].Marketing Science,2001,20(4):442-456.
• [9] MANKIW N G,WEIL D N.The baby boom,the baby bust,and the housing market[J].Regional Science and Urban Economics,1989,19(2):235-258.
• [10] 董春，尹诗画，张玉.多智能体的城市精细尺度人口估算模型[J].测绘科学，2019,44(8):113-119.(DONG Chun,YIN Shihua,ZHANG Yu.A model of urban fine-scale population estimation based on multi-agent[J].Science of Surveying and Mapping,2019,44(8):113-119.)
• [11] ANTONIUCCI V,MARELLA G.Housing price gradient and immigrant population:data from the Italian real estate market[J].Data in Brief,2018,16:794-798.
• [12] ACKLEH A S,SAINTIER N,LYONS R,et al.Finite difference schemes for a structured population model in the space of measures[J].Mathematical Biosciences and Engineering,2020,17(1):747-775.
• [13] 孙立坚，董春，赵荣，等.基于分布式工作流的地理国情普查统计计算执行研究[J].遥感信息，2014,29(4):31-36.(SUN Lijian,DONG Chun,ZHAO Rong,et al.Statistical perform model for first nationwide general survey of geographic conditions based on distributed workflow[J].Remote Sensing Information,2014,29(4):31-36.)
• [14] MACPHERSON D A,SIRMANS G S.Neighborhood diversity and house-price appreciation[J].The Journal of Real Estate Finance and Economics,2001,22(1):81-97.
• [15] 李文慧，韩惠.兰州市商品住宅价格的空间分异规律[J].测绘科学，2018,43(2):45-50.(LI Wenhui,HAN Hui.Characteristics of commercial residential price spatial differentiation in Lanzhou city[J].Science of Surveying and Mapping,2018,43(2):45-50.)
• [16] 孙立，王中辉，孙立坚，等.城市派出所空间位置优化及警力分配[J].地球信息科学学报，2019,21(3):346-358.(SUN Li,WANG Zhonghui,SUN Lijian,et al.Spatial location optimization of urban police stations and police allocation[J].Journal of Geo-Information Science,2019,21(3):346-358.)
• [17] JIAO Limin,MAO Lifan,LIU Yaolin.Multi-order landscape expansion index:characterizing urban expansion dynamics[J].Landscape and Urban Planning,2015,137:30-39.
• [18] 李强，郑新奇，晁怡.大数据支持的武汉市功能识别与分布特征研究[J].测绘科学，2020,45(5):119-125.(LI Qiang,ZHENG Xinqi,CHAO Yi.Research on function identification and distribution characteristics of Wuhan supported by big data[J].Science of Surveying and Mapping,2020,45(5):119-125.)
• [19] YE Zhongnan,CHEN Yihui,ZHANG Li.The analysis of space use around Shanghai metro stations using dynamic data from mobile applications[J].Transportation Research Procedia,2017,25:3147-3160.
• [20] 郭翰，郭永沛，崔娜娜.基于多元数据的北京市六环路内昼夜人口流动与人口聚集区研究[J].城市发展研究，2018,25(12):107-112.(GUO Han,GUO Yongpei,CUI Na’na.Research on typical population aggregation districts in the Beijing’s sixth ring road based on baidu’s heat map and points of interest[J].Urban Development Studies,2018,25(12):107-112.)
• [21] N MILLER M.Location quotient:a basic tool for economic development analysis[J].Economic Development Review,1991,9(2):65-68.
• [22] TANG Yi,WU Meiping,FU Xiaofeng.A method of correlation analysis for space-based GEO object surveillance[J].Science China Technological Sciences,2012,55(6):1749-1756.