Table 7.
The 5 clusters’ contents in document co-citation network.
| ID | Size | Silhouette | Label (TFIDF) | Representative documents in Cluster | The most representative citing document | Label (MI) |
|---|---|---|---|---|---|---|
| #0 | 24 | 0.609 | (6.66) flood-prone area; (5.9) texa; (4.73) land use; (4.73) urban wildscape; (4.73) mombasa | Carl Folke (2006) “Resilience: The emergence of a perspective for social–ecological systems analyses” Rolf Pendall et al. (2010) “Resilience and regions: building understanding of the metaphor” |
Deanna Harlene Schmidt and Kathleen A. Garland (2012) “Bone dry in texas: resilience to drought on the upper texas gulf coast” (0.17) | resilience exploratory analysis |
| #1 | 15 | 0.924 | (9.49) disaster; (6.66) vulnerability; (5.86) disaster recovery; (5.86) evolution; (5.86) resiliency | Mark Pelling (2011) “Adaptation to Climate Change: From Resilience to Transformation” Piers Blaikie et al. (1994) “At Risk: Natural Hazards, People’s Vulnerability and Disasters” |
Mai Thi Nguyen and David Salvesen (2014) “Disaster recovery among multiethnic immigrants: a case study of southeast asians in bayou la batre (al) after hurricane katrina” (0.13) | disaster resilience |
| #2 | 15 | 0.507 | (5.86) residential neighborhood; (5.86) gardening; (5.86) green infrastructure; (5.86) ecology; (5.86) spatial contagion | Per Bolunda and Sven Hunhammar (1999) “Ecosystem services in urban areas” Steward T. A. Pickett et al. (2008) “Beyond Urban Legends: An Emerging Framework of Urban Ecology, as Illustrated by the Baltimore Ecosystem Study” |
Mary Carol R. Hunter and Daniel G. Brown (2012) “Spatial contagion: gardening along the street in residential neighborhoods” (0.2) | urban resilience |
| #3 | 12 | 0.736 | (4.73) co-existence; (4.73) arizona; (4.73) shopping venue; (4.73) urban retail system; (4.73) resilience assessment | James Simmie and Ron Martin (2010) “The economic resilience of regions: towards an evolutionary approach” J P Evans (2011) “Resilience, ecology and adaptation in the experimental city” |
Burcu H. Ozuduru et al. (2014) “Do shopping centers abate the resilience of shopping streets? the co-existence of both shopping venues in ankara, turkey” (0.17) | urban resilience practice |
| #4 | 7 | 0.827 | (8.6) ecological wisdom; (5) design; (4.73) modernity; (4.73) emerging field; (4.73) natural ecosystem | Fikret Berkes et al. (2003) “Navigating Social-Ecological Systems” Carl Folke et al. (2005) “Adaptive governance of social-ecological systems” |
Duncan T. Patten (2016) “The role of ecological wisdom in managing for sustainable interdependent urban and natural ecosystems” (0.29) | social-ecological systems |
Note: TFIDF is the label of different units in each cluster; MI is the combined label for each cluster.