An interactive method to select a set of sustainable urban development indicators

Ecological Indicators

Volumn 61, Issue , 2016, Pages 418-427

  Tran, Liem ^a  

^a UNIVERSITY OF TENNESSEE   (United States)

Author keywords

Cluster representative; Selecting indicators; Sustainability; Sustainable urban development; Variable clustering

Indexed keywords

PLANNING; URBAN GROWTH;

AMOUNT OF INFORMATION; CLUSTER REPRESENTATIVE; INTERACTIVE METHODS; MULTIVARIATE LINEAR REGRESSIONS; QUANTITATIVE INFORMATION; SUSTAINABLE DEVELOPMENT INDICATORS; SUSTAINABLE URBAN DEVELOPMENT; VARIABLE CLUSTERING;

SUSTAINABLE DEVELOPMENT;

CLUSTER ANALYSIS; DEVELOPMENT INDICATOR; METHODOLOGY; MULTIPLE REGRESSION; STAKEHOLDER; SUSTAINABILITY; URBAN DEVELOPMENT;

EID: 84949635210     PISSN: 1470160X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolind.2015.09.043     Document Type: Article

References (43)

1. J.C. Bezdek Some new indexes of cluster validity IEEE Trans. Syst. Man Cybern. B 28 1998 301 315
2. J.C. Bezdek, and S.K. Pal Fuzzy Models for Pattern Recognition: Methods that Search for Structures in Data 1992 IEEE New York
3. E. Brunel, F. Comte, and A. Guilloux Estimation/imputation strategies for missing data in survival analysis V. Couallier, L. Gerville-Réache, C. Huber-Carol, N. Limnios, M. Mesbah, Statistical Models and Methods for Reliability and Survival Analysis 2014 John Wiley & Sons Hoboken, USA 229 252 10.1002/9781118826805.ch15 9781848216198
4. R. Camagni Sustainable urban development: definition and reasons for a research programme Int. J. Environ. Pollut. 10 1 1998 6 22
5. J.R. Carpenter, and M.G. Kenward Multiple Imputation and Its Application 2013 John Wiley & Sons Chichester, West Sussex 345
6. R. Christensen Advanced Linear Modeling: Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization 2001 Springer New York 398
7. I.S. Cornforth Selecting indicators for assessing sustainable land management J. Environ. Manage. 56 1999 173 179
8. D.L. Davies, and D.W. Bouldin A cluster separation measure IEEE Trans. Pattern Anal. Mach. Intell. PAMI-1 1979 224 227
9. A. Donnelly, M. Jones, T. O'Mahony, and G. Byrne Selecting environmental indicator for use in strategic environmental assessment Environ. Impact Assess. Rev. 27 2007 161 175
10. N.R. Draper, and H. Smith Applied Regression Analysis 3rd ed. 1998 John Wiley 0-471-17082-8
11. EPA Partnership for Sustainable Communities: Five Years of Learning from Communities and Coordinating Federal Investments 2014 Office of Sustainable Communities (1807T), EPA 231-R-14-004 www.epa.gov/smartgrowth (August 2014)
12. European Union Sustainable Development in the European Union - 2013 Monitoring Report of the EU Sustainable Development Strategy 2013
13. R.W. Hamming Error detecting and error correcting codes Bell Syst. Techn. J. 29 2 1950 147 160
14. F.E. Harrell Jr. with contributions from Charles Dupont and many others Hmisc: Harrell Miscellaneous. R Package Version 3.16-0 2015 http://CRAN.Rproject.org/package=Hmisc
15. S. Hirabayashi, C.N. Kroll, and D.J. Nowak Component-based development and sensitivity analyses of an air pollutant dry deposition model Environ. Model. Softw. 26 2011 804 816
16. A.-L. Huang, J.-H. Wong, and Z.-C. Chen A framework of indicator system for measuring Taipei's urban sustainability Landsc. Urban Plan. 42 1 1998 15 27
17. J.D. Jobson Applied Multivariate Data Analysis, Vol. II: Categorical and Multivariate Methods 1992 Springer-Verlag New York 731
18. V. MacLaren Developing Indicators of Urban Sustainability: A Focus on the Canadian Experience. Intergovernmental Committee on Urban and Regional Research 1996 Environment Canada Hull, Canada
19. D.W. Marquardt A critique of some ridge regression methods: comment J. Am. Stat. Assoc. 75 369 1980 87 91
20. S.F. McCool, and G.H. Stankey Indicators of sustainability: challenges and opportunities at the interface of science and policy Environ. Manage. 33 3 2004 294 305
21. C.E. McCulloch, S.R. Searle, and J.M. Neuhaus Generalized, Linear, and Mixed Models 2nd ed. 2008 Wiley Hoboken, NJ 384
22. B. McCune, and J.B. Grace Analysis of Ecological Communities 2002 MjM Software Gleneden Beach Oregon, USA 304 pp. www.pcord.com
23. G.J. McLahlan, and K.E. Basford Mixture Models: Inference and Applications to Clustering 1987 Marcel Dekker New York 84
24. G.W. Milligan, and M.C. Cooper An examination of procedures for determining the number of clusters in a data set Psychometrika 50 2 1985 159 179
25. N. Munier Methodology to select a set of urban sustainability indicators to measure the state of the city, and performance assessment Ecol. Indic. 11 2011 1020 1026
26. R.H. Myers, D.C. Montgomery, and G.G. Vining Generalized Linear Models: With Applications in Engineering and the Sciences 2002 Wiley New York 342
27. D. Niemeijer, and R. de Groot A conceptual framework for selecting environmental indicator sets Ecol. Indic. 8 2008 14 25
28. D. Nowak, E. Greenfield, R. Hoehn, and E. Lapoint Carbon storage and sequestration by trees in urban and community areas of the United States Environ. Pollut. 178 2013 229 236
29. L. Pintér, P. Hardi, and P.I.I.S.D. Bartelmus Sustainable development indicators: proposals for the way forward Int. Inst. Sustain. Dev. 2005 35
30. L. Recatalá, and D. Sacristán A minimum indicator set for assessing resources quality and environmental impacts at planning level in a representative area of the European Mediterranean Region Ecol. Indic. 45 2014 160 170
31. M.S. Reed, E.D.G. Fraser, and A.J. Dougill An adaptive learning process for developing and applying sustainability indicators with local communities Ecol. Econ. 59 2006 406 418
32. A.C. Rencher Methods of Multivariate Analysis 1995 John Wiley and Sons New York 627
33. N. Rosales Towards the modeling of sustainability into urban planning: using indicators to build sustainable cities Proc. Eng. 21 2011 641 647
34. P.J. Rousseeuw Silhouettes: a graphical aid to the interpretation and validation of cluster analysis J. Comput. Appl. Math. 20 1987 53 65
35. T.L. Saaty The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation 1980 McGraw-Hill 0-07-054371-2
36. SAS Institute Inc. Base SAS® 9.3 Procedures Guide 2011 SAS Institute Inc. Cary, NC
37. O.M. Spohn Sustainable Development Indicators Within the German Water Industry - A Case Study Carried Out 2004 Chalmers University of Technology Sweden
38. United Nations Our Common Future - Brundtland Report 1987 Oxford University Press 204
39. United Nations The Millennium Development Goals Report 2015 2015 New York
40. V. Uhlmann, W. Rifkin, J.-A. Everingham, B. Head, and K. May Prioritising indicators of cumulative socio-economic impacts to characterise rapid development of onshore gas resources Extract. Ind. Soc. 1 2014 189 199
41. S. van Buuren Flexible Imputation of Missing Data 2012 CRC Press Boca Raton, FL 316
42. V. Visvaldis, G. Ainhoa, and P. Ralfs Selecting indicators for sustainable development of small towns: the case of Valmiera municipality Proc. Comput. Sci. 26 2013 21 32
43. M. Westfall, and G. Clarke The CDB process: developing and applying urban indicators M.S. Westfall, V.A. de Villa, Urban Indicators for Managing Cities 2001 Asian Development Bank