Driving forces of impervious surface in a world metropolitan area, Shanghai: threshold and scale effect
Authors:
- 26 November 2019
- journal article
- research article
- Published by Springer Nature in Environmental Monitoring and Assessment
- Vol. 191 (12) , 771
Abstract
Shanghai is one of the largest metropolitan areas in the world, during the rapid urbanization of the past decades, impervious surface expanded dramatically and became a main factor influencing surface water quality. Thus, exploring the driving forces of impervious surface has great implications in such metropolitan area. In this study, an impervious surface coefficient method (ISC) was used to measure the percentage of total impervious area (PTIA) of Shanghai; regression analysis was conducted to define the relationship between PTIA and three socio-economic factors, population density, unit area gross domestic product, and unit area industrial output at the city and district scale. Results showed that the industrial land use generated the highest ISC value, followed by high-density residential. Strong correlations were showed between PTIA and socio-economic indicators, in which population density was the most significant. Threshold effect was presented that when population density was higher than 15000 per/km2, this relationship would become less significant and PTIA remained stable. Similar effects were found when unit area gross domestic product exceeded 125 million yuan/km2. Scale effect was also discussed that the relationship was more significant at city scale than district. An improved understanding of the threshold effect and scale effect will help guide future urban planning and design new urban ecosystem policies.Keywords
Funding Information
- National Natural Science Foundation of China (41101550)
This publication has 32 references indexed in Scilit:
- Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trendsRemote Sensing of Environment, 2012
- Identification and quantification of the hydrological impacts of imperviousness in urban catchments: A reviewJournal of Environmental Management, 2011
- Spatial refinement of census population distribution using remotely sensed estimates of impervious surfaces in HaitiInternational Journal of Remote Sensing, 2010
- Regional impervious surface estimation: an urban heat island applicationJournal of Environmental Planning and Management, 2009
- Use of impervious surface in urban land-use classificationRemote Sensing of Environment, 2006
- Assessments of urban growth in the Tampa Bay watershed using remote sensing dataRemote Sensing of Environment, 2005
- Estimating impervious surface distribution by spectral mixture analysisRemote Sensing of Environment, 2003
- Urban Transformation in China, 1949 – 2000: A Review and Research AgendaEnvironment and Planning A: Economy and Space, 2002
- Revealing the Anatomy of Cities through Spectral Mixture Analysis of Multispectral Satellite Imagery: A Case Study of the Greater Cairo Region, Egypt.Geocarto International, 2001
- The Rise of Manufacturing Towns: Externally Driven Industrialization and Urban Development in the Pearl River Delta of ChinaInternational Journal of Urban and Regional Research, 1997