Table 5 Comparison of the classification results of traditional villages in Anyang (northern Henan) and Xinyang (southern Henan).
From: Multi-scale comparison of the formation mechanisms in landscape genes of traditional villages
Type 2 | |||||
|---|---|---|---|---|---|
Indicators | k-modes (main class) | Indicators | k-means (average) | ||
Anyang (10) | Xinyang (3) | Anyang (5) | Xinyang (15) | ||
Terrain | Hill/Plain | Hill | Elevation | 608.68 | 132.54 |
River System | Hai River | Huai River | Distance to River | 16,929.26 | 8885.56 |
Settlement Distribution | Clustered | Clustered | Shape Index | 3.61 | 4.97 |
Fractal Dimension | 1.12 | 1.18 | |||
Road Network | Fishbone | Fishbone | Closeness | 94.61 | 129.02 |
Connection | 0.13 | 0.21 | |||
Betweenness | 0.33 | 0.38 | |||
Residential Style | Complete | Complete | Mixing Degree | 0.34 | 0.55 |
Architectural Pattern | Clump | Clump | Area Consistency | 0.54 | 0.73 |
Distance Consistency | 1.93 | 2.21 | |||
Angle Consistency | 0.99 | 0.85 | |||
Type 3 | |||||
|---|---|---|---|---|---|
Indicators | k-modes (main class) | Indicators | k-means (average) | ||
Anyang (13) | Xinyang (9) | Anyang (8) | Xinyang (13) | ||
Terrain | Mountain | Mountain | Elevation | 547.57 | 125.88 |
River System | Hai River | Huai River | Distance to River | 5831.92 | 4874.14 |
Settlement Distribution | Clustered | Clustered | Shape Index | 2.86 | 3.47 |
Fractal Dimension | 1.08 | 1.12 | |||
Road Network | Fishbone | Fishbone | Closeness | 97.23 | 121.40 |
Connection | 0.30 | 0.35 | |||
Betweenness | 0.36 | 0.40 | |||
Residential Style | Complete | Complete | Mixing Degree | 0.58 | 0.74 |
Architectural Pattern | Line | Line | Area Consistency | 0.48 | 0.77 |
Distance Consistency | 1.21 | 1.94 | |||
Angle Consistency | 0.97 | 0.90 | |||
