Application of Environmental Change Efficiency to the Sustainability of Urban Development at the Neighborhood Level

This study describes a new assessment model framework, termed the driving forces-pressure-state-impact-policy and pattern (DPSIP) model, for environmental change efficiency in urban land development, based on urban sustainable development and the theory of economic efficiency evaluation. A spatial and measurable efficiency value is defined for environmental changes in urban land development, which provides a comprehensive evaluation index for the efficiency of urban development and its environmental impact. This type of urban interior sustainability is considered new within the context of global environmental changes. We identify nine important indicators to evaluate the relative efficiency of 233 neighborhoods in Tainan, Taiwan. The results indicate that the average environmental change efficiency is 89.44%, which shows clear spatial differentiation. The key indicators affecting the efficiency score are area, population density, location, mixed land uses, the floor area ratio, and the impervious ratio. In the future, urban design can reduce environmental impacts and enhance efficiency values.

[1]  Abdul Khakee,et al.  Urban comprehensive planning – identifying barriers for the maintenance of functional habitat networks , 2006 .

[2]  Shouyang Wang,et al.  A comprehensive eco-efficiency model and dynamics of regional eco-efficiency in China , 2014 .

[3]  R. Kohsaka Developing biodiversity indicators for cities: applying the DPSIR model to Nagoya and integrating social and ecological aspects , 2010, Ecological Research.

[4]  R. Lathrop,et al.  Land resource impact indicators of urban sprawl , 2003 .

[5]  Qingxian An,et al.  Using eco-efficiency as an indicator for sustainable urban development: A case study of Chinese provincial capital cities , 2014 .

[6]  Michael P. Strager,et al.  Advantages of Geographically Weighted Regression for Modeling Benthic Substrate in Two Greater Yellowstone Ecosystem Streams , 2013, Environmental Modeling & Assessment.

[7]  Harald Dyckhoff,et al.  Measuring ecological efficiency with data envelopment analysis (DEA) , 2001, Eur. J. Oper. Res..

[8]  Timo Kuosmanen,et al.  Measuring Eco‐efficiency of Production with Data Envelopment Analysis , 2005 .

[9]  Gjalt Huppes,et al.  Why Eco‐efficiency? , 2005 .

[10]  Tak Hur,et al.  Eco-efficiency approach for global warming in the context of Kyoto Mechanism , 2008 .

[11]  W. Alonso,et al.  The economics of urban size , 1971, Papers. Regional Science Association. Meeting.

[12]  Tony Prato,et al.  Evaluating land use plans under uncertainty , 2007 .

[13]  Yonn Dierwechter The spaces that smart growth makes: sustainability, segregation, and residential change across Greater Seattle , 2014 .

[14]  R. Stimson,et al.  A Geographically Weighted Regression Method to Spatially Disaggregate Regional Employment Forecasts for South East Queensland , 2009 .

[15]  S. Interlandi,et al.  Recent water quality trends in the Schuylkill River, Pennsylvania, USA: a preliminary assessment of the relative influences of climate, river discharge and suburban development. , 2003, Water research.

[16]  M. Kleyer,et al.  Temporary conservation for urban biodiversity , 2011 .

[17]  Michael Hough,et al.  City form and natural process , 1984 .

[18]  Tim Coelli,et al.  A multi-stage methodology for the solution of orientated DEA models , 1998, Oper. Res. Lett..

[19]  Saurabh Gupta,et al.  An overview of sustainability assessment methodologies , 2009 .

[20]  Andreas Sturm,et al.  Ökologische Rationalität: Ansatzpunkte zur Ausgestaltung von ökologieorientierten Managementinstrumenten , 1990 .

[21]  E. Talen,et al.  New Urbanism and Smart Growth: A Few Words from the Academy , 2005 .

[22]  Stephan Pauleit,et al.  Modeling the environmental impacts of urban land use and land cover change—a study in Merseyside, UK , 2005 .

[23]  G. Huppes Eco-efficiency: From focused technical tools to reflective sustainability analysis , 2009 .

[24]  Henning Nuissl,et al.  Does urban sprawl drive changes in the water balance and policy?: The case of Leipzig (Germany) 1870–2003 , 2007 .

[25]  Peter H. Verburg,et al.  Impacts of land use change scenarios on hydrology and land use patterns in the Wu-Tu watershed in Northern Taiwan , 2007 .

[26]  Katharina Helming,et al.  Does research applying the DPSIR framework support decision making , 2012 .

[27]  Discrepant impacts of land use and land cover on urban heat islands: A case study of Shanghai, China , 2014 .

[28]  P. A. Harrison,et al.  The concepts and development of a participatory regional integrated assessment tool , 2008 .

[29]  John Handley,et al.  "City form and natural process" - Indicators for the ecological performance of urban areas and their application to Merseyside, UK , 2001 .

[30]  Wei Yang,et al.  Industrial eco-efficiency and its spatial-temporal differentiation in China , 2012, Frontiers of Environmental Science & Engineering.

[31]  Qihao Weng,et al.  Modeling Urban Growth Effects on Surface Runoff with the Integration of Remote Sensing and GIS , 2001, Environmental management.

[32]  Matti Melanen,et al.  How Can the Eco‐efficiency of a Region be Measured and Monitored? , 2005 .

[33]  Jennifer Koch,et al.  An integrated approach to modelling land-use change on continental and global scales , 2011, Environ. Model. Softw..

[34]  Enda Murphy,et al.  Urban spatial location advantage: The dual of the transportation problem and its implications for land-use and transport planning , 2012 .

[35]  A. Fall,et al.  Urbanization and global environmental change : local effects of urban warming , 2007 .

[36]  J. C. Packman,et al.  Assessing the impact of urbanization on storm runoff in a peri-urban catchment using historical change in impervious cover , 2014 .

[37]  Ingegärd Eliasson,et al.  Diurnal air temperatures in built-up areas in relation to urban planning , 2002 .

[38]  Zhongsheng Hua,et al.  Eco-efficiency analysis of paper mills along the Huai River: An extended DEA approach , 2007 .

[39]  Yung-Jaan Lee,et al.  SUSTAINABILITY INDEX FOR TAIPEI , 2007 .

[40]  Ludwig Lauwers,et al.  Justifying the incorporation of the materials balance principle into frontier-based eco-efficiency models , 2009 .

[41]  Javier Ribal,et al.  Measuring and Improving Eco‐efficiency Using Data Envelopment Analysis , 2011 .

[42]  Lisa White,et al.  Strategic environmental assessment for sustainability: A review of a decade of academic research , 2013 .

[43]  Min Zhou,et al.  Input–Output Efficiency of Urban Agglomerations in China: An Application of Data Envelopment Analysis (DEA) , 2013 .

[44]  T. Tötzer,et al.  Urban – Rural Linkages—Analysing, Modelling, and Understanding Drivers, Pressures, and Impacts of Land Use Changes along the Rural-to-Urban Gradient , 2012 .

[45]  N. Grimm,et al.  Global Change and the Ecology of Cities , 2008, Science.

[46]  Karen C. Seto,et al.  Interactions between urbanization and global environmental change , 2010 .

[47]  Rudolf de Groot,et al.  A conceptual framework for selecting environmental indicator sets , 2008 .

[48]  T. Chou,et al.  Urban sprawl and the politics of land use planning in urban Taiwan , 2008 .

[49]  Dale S. Rothman,et al.  Discursive biases of the environmental research framework DPSIR , 2008 .

[50]  J. Lamond,et al.  Benefits of urban land use planning in Ghana , 2014 .

[51]  M. Golobič,et al.  Territorial impact assessment: integrating territorial aspects in sectoral policies. , 2011, Evaluation and program planning.

[52]  Emmanuel Thanassoulis,et al.  A Comparison of Regression Analysis and Data Envelopment Analysis as Alternative Methods for Performance Assessments , 1993 .

[53]  R Sharpe,et al.  Urban land use planning , 1988 .

[54]  Larissa Larsen,et al.  How factors of land use/land cover, building configuration, and adjacent heat sources and sinks explain Urban Heat Islands in Chicago , 2014 .

[55]  G. Fu,et al.  Urban planning indicators, morphology and climate indicators: A case study for a north-south transec , 2011 .

[56]  J. McLaughlin Urban Land Use Planning, 5th ed., P.R. Berke, D.R. Godschalk, E.J. Kaiser, D.A. Rodriguez. University of Illinois Press, Champaign, IL (2006), US$ 75.00, Hardback, ISBN: 9780252030796 , 2009 .

[57]  R. Prud’homme,et al.  Size, Sprawl, Speed and the Efficiency of Cities , 1999 .

[58]  A. Stewart Fotheringham,et al.  Local Forms of Spatial Analysis , 2010 .

[59]  Joseph F. Cabrera,et al.  Can New Urbanism Create Diverse Communities? , 2013 .

[60]  David M. Lapola,et al.  Why have land use change models for the Amazon failed to capture the amount of deforestation over the last decade , 2014 .

[61]  Shanying Hu,et al.  Eco-efficiency trends in China, 1978–2010: Decoupling environmental pressure from economic growth , 2013 .

[62]  P. Struik,et al.  Measuring agricultural sustainability in terms of efficiency: the case of Dutch sugar beet growers. , 2002, Journal of environmental management.

[63]  A. Stewart Fotheringham,et al.  Geographically Weighted Regression: A Method for Exploring Spatial Nonstationarity , 2010 .

[64]  D. Chessel,et al.  ECOLOGICAL-NICHE FACTOR ANALYSIS: HOW TO COMPUTE HABITAT-SUITABILITY MAPS WITHOUT ABSENCE DATA? , 2002 .

[65]  M. Braglia,et al.  Environmental efficiency analysis for ENI oil refineries , 2002 .

[66]  Wann-Ming Wey,et al.  New Urbanism and Smart Growth: Toward achieving a smart National Taipei University District , 2014 .

[67]  Edward R. Carr,et al.  Applying DPSIR to sustainable development , 2007 .

[68]  V. Bosetti,et al.  A Data Envelopment Analysis Approach to the Assessment of Natural Parks' Economic Efficiency and Sustainability. The Case of Italian National Parks , 2005 .

[69]  G.A.A. Wossink,et al.  Assessment of the quality of farmers environmental management and its effects on resource use efficiency: A Dutch case study , 2003 .

[70]  Simon Bell,et al.  DPSIR = A Problem Structuring Method? An exploration from the "Imagine" approach , 2012, Eur. J. Oper. Res..

[71]  Eddie C.M. Hui,et al.  A methodology for eco-efficiency evaluation of residential development at city level , 2010 .

[72]  Toby N. Carlson,et al.  The impact of land use — land cover changes due to urbanization on surface microclimate and hydrology: a satellite perspective , 2000 .

[73]  F. Hernández-Sancho,et al.  Efficiency and Environmental Regulation , 2000 .

[74]  Yan Song,et al.  “Good” Neighborhoods in Portland, Oregon: Focus on Both Social and Physical Environments , 2009 .

[75]  N. Sanjuán,et al.  Measuring and improving eco-efficiency using Data Envelopment Analysis. A case study of Mahón-Menorca cheese , 2011 .

[76]  J. Gutiérrez,et al.  Application of geographically weighted regression to the direct forecasting of transit ridership at station-level , 2012 .

[77]  R. Camagni Territorial Impact Assessment for European regions: A methodological proposal and an application to EU transport policy. , 2009, Evaluation and program planning.

[78]  E. Lambin,et al.  Land use transitions: Socio-ecological feedback versus socio-economic change , 2010 .

[79]  P. Shi,et al.  Modelling dynamic urban expansion processes incorporating a potential model with cellular automata , 2008 .

[80]  S. Pauleit,et al.  Assessing the environmental performance of land cover types for urban planning , 2000 .

[81]  Emma Folmer,et al.  Planning the Neighbourhood Economy: Land-Use Plans and the Economic Potential of Urban Residential Neighbourhoods in the Netherlands , 2013 .

[82]  G. Xie,et al.  The economic benefits of rainwater-runoff reduction by urban green spaces: a case study in Beijing, China. , 2012, Journal of environmental management.

[83]  Michael Narodoslawsky,et al.  What environmental pressures are a region's industries responsible for? A method of analysis with descriptive indices and input–output models , 1999 .

[84]  E. Kalnay,et al.  Impact of urbanization and land-use change on climate , 2003, Nature.

[85]  Alain Dervieux,et al.  A case study of land cover change (1950–2003) and runoff in a Mediterranean catchment , 2012 .

[86]  Junmei Tang,et al.  Analyses of urban landscape dynamics using multi-temporal satellite images: A comparison of two petroleum-oriented cities , 2008 .

[87]  P. Agamuthu,et al.  Strategic environmental assessment policy integration model for solid waste management in Malaysia , 2013 .

[88]  P. Höppe Different aspects of assessing indoor and outdoor thermal comfort , 2002 .

[89]  D. Pinés,et al.  Discontinuous Urban Development and Economic Efficiency , 1975 .

[90]  Belén Iráizoz,et al.  Regional Efficiency in the European Union , 2008 .