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How to Maintain a Sustainable Environment? A Spatial Evolution of Urban Atmospheric Pollution and Impact Factors in China
- Source :
- Sustainability, Vol 11, Iss 16, p 4376 (2019), Sustainability, Volume 11, Issue 16
- Publication Year :
- 2019
- Publisher :
- MDPI AG, 2019.
-
Abstract
- Urban pollution has significantly contributed to the spread of diseases and global warming. The analysis of spatial distribution characteristics of atmospheric pollutants is crucial for making sustainable industrial policy, and environmentally friendly urban planning. In this paper, GeoDa software is used to analyze how sulfur dioxide (SO2), nitrogen oxides (NOx), and smoke dust (DUS) are spatially distributed in various provinces of China. Then, global spatial correlation test and cluster analysis are carried out to obtain the spatial evolution characteristics of three pollutants. Afterward, the spatial panel data model is applied to explore the factors that affect the spatial evolution of SO2, NOx and smoke dust (DUS) nationwide. MATLAB is used to estimate the Spatial Lag Model (SLM) and the Spatial Error Model (SEM) of the three pollutants, respectively. According to our analysis, SEM is more applicable for SO2 and NOx, whereas SLM is optimal for smoke dust (DUS). The results show that foreign direct investment (FDI), industrial structure, and urbanization aggravate environmental pollution, while per capita gross domestic products (per capita GDP) has a negative relationship with the cluster of pollutants. The study concludes by informing public policy makers on environment friendly policies for a more sustainable development.
- Subjects :
- Pollution
010504 meteorology & atmospheric sciences
media_common.quotation_subject
lcsh:TJ807-830
Geography, Planning and Development
lcsh:Renewable energy sources
Environmental pollution
010501 environmental sciences
Management, Monitoring, Policy and Law
01 natural sciences
Gross domestic product
spatial evolution
GeoDa
Environmental protection
Urban planning
Urbanization
Per capita
lcsh:Environmental sciences
0105 earth and related environmental sciences
media_common
lcsh:GE1-350
Sustainable development
sustainable development
Renewable Energy, Sustainability and the Environment
lcsh:Environmental effects of industries and plants
lcsh:TD194-195
Environmental science
spatial panel data model
urban pollution
Subjects
Details
- ISSN :
- 20711050
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- Sustainability
- Accession number :
- edsair.doi.dedup.....dd265a7449ca1f772238ded01cb940af
- Full Text :
- https://doi.org/10.3390/su11164376