Identifying Clusters of Complex Urban-Rural Issues as Part of Policy Making Process Using a Network Analysis Approach: A Case Study in Bahia de Los Angeles, Mexico

被引:4
作者
Sandoval, Javier [1 ]
Castanon-Puga, Manuel [1 ]
Gaxiola-Pacheco, Carelia [1 ]
Suarez, Eugenio Dante [2 ]
机构
[1] Autonomous Univ Baja Calif, Dept Comp Engn, Tijuana 22390, BC, Mexico
[2] Trinity Univ, Finance & Decis Sci Dept, San Antonio, TX 78212 USA
关键词
clustering; urban issues; complexity; public policy; network theory;
D O I
10.3390/su9061059
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Improving human settlements diagnosis is a key factor in effective urban planning and the design of efficient policy making. In this paper, we illustrate how network theory concepts can be applied to reveal the topological structure of functional relationships in a network of heterogeneous urban-rural issues. This mapping is done using clustering algorithms and centrality value techniques. By analyzing emergent groups of urban-rural related issues, our methodology was applied to a rural community, considering in this exercise environmental matters and real estate interests as a way to better understand the structure of salient issues in the context of its urban development program design. Results show clusters that arrange themselves not by an obvious similarity in their constituent components, but by relations observed in urban-rural settings that hint on the issues that the urban development program must focus. Due to its complex nature, the classification of these emerging clusters and how they must be treated in traditional planning instruments is a new challenge that this novel methodology reveals.
引用
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页数:17
相关论文
共 31 条
[1]  
Albert R., 2006, LACUS FORUM 32 NETWO
[2]  
Alberti Marina., 2008, ADV URBAN ECOLOGY IN, DOI DOI 10.1007/978-0-387-75510-6
[3]  
Alves B., 2015, MODELING COMPLEX SYS, V37
[4]  
[Anonymous], 2010, SCIENCE, DOI DOI 10.1017/CBO9780511761942
[5]  
[Anonymous], 2012, Complexity Theories of Cities Have Come of Age: An Overview with Implications to Urban Planning and Design Heidelberg
[6]  
[Anonymous], ARXIVCONDMAT0308217
[7]  
[Anonymous], 2007, P 16 INT C WORLD WID
[8]  
Ball P., 2012, Why society is a complex matter: Meeting twenty-first century challenges with a new kind of science
[9]   Land use changes modelling using advanced methods: Cellular automata and artificial neural networks. The spatial and explicit representation of land cover dynamics at the cross-border region scale [J].
Basse, Reine Maria ;
Omrani, Hichem ;
Charif, Omar ;
Gerber, Philippe ;
Bodis, Katalin .
APPLIED GEOGRAPHY, 2014, 53 :160-171
[10]  
Batty M., 2008, WORKING PAPERS SERIE