Potentiality of Using Luojia1-01 Night-Time Light Imagery to Estimate Urban Community Housing Price—A Case Study in Wuhan, China

Sensors

Linqing Zou¹  Yijin Wu²  Huimin Xu³  Chang Li³ 

[1] Simulation, Hubei Province, Central China Normal University, Wuhan 430079, China;College of Urban and Environmental Science, Central China Normal University, Wuhan 430079, China;;Key Laboratory for Geographical Process Analysis &

关键词: Luojia1-01;    night-time light intensity (NTLI);    community housing price (CHP);    geographically weighted regression (GWR);    small-scale;    spatial analysis;    quantitative modeling;    potentiality;    coupling mechanism;   

DOI  :  10.3390/s19143167

来源: DOAJ

【 摘 要 】

The first professional night-time light remote sensing satellite in China, Luojia1-01, has raised the resolution of night-time light data to 130 m, which provides a possibility for the study of small-scale night-time light. This paper is the first research on spatial analysis and quantitative modeling between night-time light intensity (NTLI) and community housing price (CHP) on a small scale by using the Luojia1-01 night-time light imagery. This paper takes Wuhan as the research area, CHP data obtained by web-crawler technology as the research object, combines Luojia1-01 data, and carries out spatial correlation analysis and quantitative modeling on a small scale for them. The experimental results show that there is a strong linear positive correlation between the NTLI and CHP based on geographically weighted regression (GWR), and the CHP data in Wuhan have obvious spatial non-stationarity. Moreover, the coupling mechanism between the NTLI and CHP is also revealed. We can conclude that there is potential for estimating the CHP by using Luojia1-01 night-time light imagery.

【 授权许可】

Unknown