Urban land expansion;
Geographically and temporally weighted regression;
Socioeconomic factors;
Spatiotemporal heterogeneity;
Government behavior;
D O I:
10.1016/j.scitotenv.2020.142591
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
The impacts of socioeconomic development on urban land expansion in China vary across space and time; however. comprehensive investigation of this issue remains scarce in the existing literature. This study used a geographically and temporally weighted regression model (GTWR) to examine the spatiotemporally heterogeneous impacts of socioeconomic factors on urban land expansion in China using a newly available annual urban land-use dataset from 2000 to 2015. We found that although the eastern region has maintained its leading role (53.79%) in terms of urban expansion, the share of the central (20.34%) and western (16.13%) regions is gradually increasing. Cities with a higher administrative status tended to expand more rapidly; however, increasingly expansion has also taken place in the prefecture-level cities in recent years. We further found that Gross domestic product (GDP) growth, population density, and capital investment positively contributed to the expansion, although the directions and strengths of association between these factors and urban expansion varied across space and time. Industrial structure and foreign direct investment (MI) showed a similar variation change trend, with the number of cities evidencing a negative relationship rapidly expanding and increasingly being seen not just in northwest China but also in the southeast during the study period. We also found that the correlation between public finance expenditure and urban expansion presented significant north-south differentiation. It is worth noting that governmental behavior plays a significant role in driving urban land expansion. Our empirical study confirmed the spatiotemporal heterogeneous effects of socioeconomic factors on urban expansion in China, providing useful insights for city governments and urban planners. (C) 2020 Elsevier B.V. All rights reserved.
机构:
Sun Yat Sen Univ, Sch Life Sci, State Key Lab Biocontrol, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Life Sci, State Key Lab Biocontrol, Guangzhou 510275, Guangdong, Peoples R China
Peng, Shijia
Feng, Zhili
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机构:
Sun Yat Sen Univ, Sch Life Sci, State Key Lab Biocontrol, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Life Sci, State Key Lab Biocontrol, Guangzhou 510275, Guangdong, Peoples R China
Feng, Zhili
Liao, Huixuan
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h-index: 0
机构:
Sun Yat Sen Univ, Sch Life Sci, State Key Lab Biocontrol, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Life Sci, State Key Lab Biocontrol, Guangzhou 510275, Guangdong, Peoples R China
Liao, Huixuan
Huang, Bei
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h-index: 0
机构:
Sun Yat Sen Univ, Sch Life Sci, State Key Lab Biocontrol, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Life Sci, State Key Lab Biocontrol, Guangzhou 510275, Guangdong, Peoples R China
Huang, Bei
Peng, Shaolin
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h-index: 0
机构:
Sun Yat Sen Univ, Sch Life Sci, State Key Lab Biocontrol, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Life Sci, State Key Lab Biocontrol, Guangzhou 510275, Guangdong, Peoples R China
Peng, Shaolin
Zhou, Ting
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h-index: 0
机构:
Sun Yat Sen Univ, Sch Life Sci, State Key Lab Biocontrol, Guangzhou 510275, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Life Sci, State Key Lab Biocontrol, Guangzhou 510275, Guangdong, Peoples R China
机构:
Shaanxi Prov Land Engn Construct Grp Co Ltd, Xian 710075, Peoples R China
Chinese Univ Hong Kong, Ctr Housing Innovat, Hong Kong 999077, Peoples R China
Shaanxi Prov Land Engn Construct Grp Co Ltd, Inst Land Engn & Technol, Xian 710024, Peoples R ChinaShaanxi Prov Land Engn Construct Grp Co Ltd, Xian 710075, Peoples R China
Liu, Siqi
Yu, Qing
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h-index: 0
机构:
Chinese Univ Hong Kong, Ctr Housing Innovat, Hong Kong 999077, Peoples R China
Nat Resources Monitoring Ctr Zhejiang Prov, Hangzhou 310000, Zhejiang, Peoples R ChinaShaanxi Prov Land Engn Construct Grp Co Ltd, Xian 710075, Peoples R China
Yu, Qing
Wei, Chen
论文数: 0引用数: 0
h-index: 0
机构:
Shaanxi Prov Land Engn Construct Grp Co Ltd, Xian 710075, Peoples R ChinaShaanxi Prov Land Engn Construct Grp Co Ltd, Xian 710075, Peoples R China
机构:
Northeast Forestry Univ, Sch Forestry, Harbin, Peoples R ChinaNortheast Forestry Univ, Sch Forestry, Harbin, Peoples R China
Wang, Chengyuan
Liu, Shenghui
论文数: 0引用数: 0
h-index: 0
机构:
Northeast Forestry Univ, Sch Forestry, Harbin, Peoples R ChinaNortheast Forestry Univ, Sch Forestry, Harbin, Peoples R China
Liu, Shenghui
Zhou, Shuo
论文数: 0引用数: 0
h-index: 0
机构:
Northeast Forestry Univ, Sch Forestry, Harbin, Peoples R ChinaNortheast Forestry Univ, Sch Forestry, Harbin, Peoples R China
Zhou, Shuo
Zhou, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Northeast Forestry Univ, Sch Forestry, Harbin, Peoples R ChinaNortheast Forestry Univ, Sch Forestry, Harbin, Peoples R China
Zhou, Jian
Jiang, Shichao
论文数: 0引用数: 0
h-index: 0
机构:
Northeast Forestry Univ, Sch Forestry, Harbin, Peoples R ChinaNortheast Forestry Univ, Sch Forestry, Harbin, Peoples R China
Jiang, Shichao
Zhang, Yongkang
论文数: 0引用数: 0
h-index: 0
机构:
Northeast Forestry Univ, Sch Forestry, Harbin, Peoples R ChinaNortheast Forestry Univ, Sch Forestry, Harbin, Peoples R China
Zhang, Yongkang
Feng, Tiantian
论文数: 0引用数: 0
h-index: 0
机构:
Northeast Forestry Univ, Sch Forestry, Harbin, Peoples R China
Northeast Forestry Univ, Key Lab Sustainable Forest Ecosyst Management, Minist Educ, Harbin, Peoples R ChinaNortheast Forestry Univ, Sch Forestry, Harbin, Peoples R China
Feng, Tiantian
Zhang, Hanliang
论文数: 0引用数: 0
h-index: 0
机构:
Northeast Forestry Univ, Sch Forestry, Harbin, Peoples R ChinaNortheast Forestry Univ, Sch Forestry, Harbin, Peoples R China
Zhang, Hanliang
Zhao, Yuhang
论文数: 0引用数: 0
h-index: 0
机构:
Northeast Forestry Univ, Sch Forestry, Harbin, Peoples R ChinaNortheast Forestry Univ, Sch Forestry, Harbin, Peoples R China
Zhao, Yuhang
Lai, Zhaoquan
论文数: 0引用数: 0
h-index: 0
机构:
Northeast Forestry Univ, Sch Forestry, Harbin, Peoples R ChinaNortheast Forestry Univ, Sch Forestry, Harbin, Peoples R China
Lai, Zhaoquan
Cui, Shuai
论文数: 0引用数: 0
h-index: 0
机构:
Northeast Forestry Univ, Sch Forestry, Harbin, Peoples R China
Northeast Forestry Univ, Key Lab Sustainable Forest Ecosyst Management, Minist Educ, Harbin, Peoples R ChinaNortheast Forestry Univ, Sch Forestry, Harbin, Peoples R China
Cui, Shuai
Mao, Xuegang
论文数: 0引用数: 0
h-index: 0
机构:
Northeast Forestry Univ, Sch Forestry, Harbin, Peoples R China
Northeast Forestry Univ, Key Lab Sustainable Forest Ecosyst Management, Minist Educ, Harbin, Peoples R China
Northeast Forestry Univ, Res & Dev Ctr Big Data Ecosyst, Harbin, Peoples R China
Northeast Forestry Univ, 26 Hexing Rd, Harbin, Heilongjiang, Peoples R ChinaNortheast Forestry Univ, Sch Forestry, Harbin, Peoples R China
机构:
School of Earth Science and Resources, Chang'an University
Shaanxi Key Laboratory of Land ConsolidationSchool of Earth Science and Resources, Chang'an University
HUANG Xin
HUANG Xiaojun
论文数: 0引用数: 0
h-index: 0
机构:
College of Urban and Environmental Science, Northwest University
Shaanxi Key Laboratory of Earth Surface System and Environmental Carrying CapacitySchool of Earth Science and Resources, Chang'an University
HUANG Xiaojun
LIU Mengmeng
论文数: 0引用数: 0
h-index: 0
机构:
College of Urban and Environmental Science, Northwest UniversitySchool of Earth Science and Resources, Chang'an University
LIU Mengmeng
WANG Bo
论文数: 0引用数: 0
h-index: 0
机构:
College of Urban and Environmental Science, Northwest UniversitySchool of Earth Science and Resources, Chang'an University
WANG Bo
ZHAO Yonghua
论文数: 0引用数: 0
h-index: 0
机构:
School of Earth Science and Resources, Chang'an University
Shaanxi Key Laboratory of Land ConsolidationSchool of Earth Science and Resources, Chang'an University
机构:
Northwest Normal Univ, Coll Geog & Environm Sci, Lanzhou 730070, Peoples R ChinaNorthwest Normal Univ, Coll Geog & Environm Sci, Lanzhou 730070, Peoples R China
Ren, Yu
Zhang, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Northwest Normal Univ, Coll Geog & Environm Sci, Lanzhou 730070, Peoples R ChinaNorthwest Normal Univ, Coll Geog & Environm Sci, Lanzhou 730070, Peoples R China
Zhang, Bo
Chen, Xidong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Fac Architecture, Div Landscape Architecture, Future Urban & Sustainable Environm FUSE Lab,Dept, Hong Kong 999007, Peoples R ChinaNorthwest Normal Univ, Coll Geog & Environm Sci, Lanzhou 730070, Peoples R China
Chen, Xidong
Liu, Xiangjun
论文数: 0引用数: 0
h-index: 0
机构:
Jiaying Univ, Sch Geog & Tourism, Meizhou 514015, Peoples R ChinaNorthwest Normal Univ, Coll Geog & Environm Sci, Lanzhou 730070, Peoples R China