Impact of Urban Form on CO 2 Emissions under Different Socioeconomic Factors: Evidence from 132 Small and Medium-Sized Cities in China
Ran Guo,
Hong Leng,
Qing Yuan and
Shiyi Song
Additional contact information
Ran Guo: School of Architecture, Harbin Institute of Technology, Harbin 150006, China
Hong Leng: School of Architecture, Harbin Institute of Technology, Harbin 150006, China
Qing Yuan: School of Architecture, Harbin Institute of Technology, Harbin 150006, China
Shiyi Song: School of Architecture, Xi’an University of Architecture and Technology, Xi’an 710055, China
Land, 2022, vol. 11, issue 5, 1-20
Abstract:
The accurate estimation of the impact of urban form on CO 2 emissions is essential for the proposal of effective low-carbon spatial planning strategies. However, few studies have focused on the relationship between urban form and CO 2 emissions in small and medium-sized cities, and it is especially unclear whether the relationship varies across cities with different socioeconomic characteristics. This study took 132 small and medium-sized cities in the Yangtze River Delta in China to explore how urban form affects CO 2 emissions, considering the socioeconomic factors of industrial structure, population density, and economic development level. First, nighttime light data (DMSP-OLS and NPP-VIIRS) and provincial energy data were used to calculate CO 2 emissions. Second, four landscape metrics were used to quantify the compactness and complexity of the urban form based on Chinese urban land-use data. Finally, panel data models were established to analyze whether and how different socioeconomic factors impacted the relationship between urban form and CO 2 emissions. The results showed that the three socioeconomic factors mentioned above all had obvious influences on the relationship between urban form and per capita CO 2 emissions in small and medium-sized cities. The effect of compactness on per-capita CO 2 emissions increased with a rise in the proportion of the tertiary industry, population density, and per-capita GDP. However, compactness shows no effects on per-capita CO 2 emissions in industrial cities and low-development-level cities. The effect of complexity on per-capita CO 2 emissions only increased with the rise in population density. The results may support decision-makers in small and medium-sized cities to propose accurate, comprehensive, and differentiated plans for CO 2 emission control and reduction.
Keywords: urban form; CO 2 emissions; socioeconomic factors; panel data model; small and medium-sized cities (search for similar items in EconPapers)
JEL-codes: Q15 Q2 Q24 Q28 Q5 R14 R52 (search for similar items in EconPapers)
Date: 2022
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (2)
Downloads: (external link)
https://www.mdpi.com/2073-445X/11/5/713/pdf (application/pdf)
https://www.mdpi.com/2073-445X/11/5/713/ (text/html)
Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
HTML/Text
Persistent link: https://EconPapers.repec.org/RePEc:gam:jlands:v:11:y:2022:i:5:p:713-:d:811961
Access Statistics for this article
Land is currently edited by Ms. Carol Ma
More articles in Land from MDPI
Bibliographic data for series maintained by MDPI Indexing Manager ().