Table 6 Descriptive analysis of the three types of traditional villages.

From: Reimagining heritage villages’ sustainability: machine learning-driven human settlement suitability in Hunan

 

Cluster

F

p

cluster_2(n = 373)

cluster_1(n = 252)

cluster_0(n = 63)

Topographic index (B1)

0.51 ± 0.11

0.70 ± 0.10

0.74 ± 0.13

203.016

0.000**

Climatic index (B2)

0.59 ± 0.16

0.75 ± 0.11

0.57 ± 0.22

64.172

0.000**

Hydrological index (B3)

0.72 ± 0.17

0.75 ± 0.18

0.77 ± 0.13

2.85

0.037*

Ecological index (B4)

0.05 ± 0.02

0.07 ± 0.02

0.13 ± 0.09

391.498

0.000**

Economic index (B5)

0.12 ± 0.10

0.13 ± 0.11

0.42 ± 0.28

109.613

0.000**

Traffic index (B6)

0.35 ± 0.09

0.46 ± 0.07

0.54 ± 0.12

134.539

0.000**

Pollution index (B7)

0.52 ± 0.10

0.62 ± 0.09

0.67 ± 0.16

72.514

0.000**

Social index (B8)

0.96 ± 0.05

0.93 ± 0.07

0.72 ± 0.20

211.989

0.000**

  1. *p < 0.05 **p < 0.01.
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