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Legacy ID

201

Creating Land-Use Scenarios by Cluster Analysis for Regional Land-Use and Transportation Sketch Planning

Joshua Smith Gannett Fleming, Inc.

Mitsuru Saito* Brigham Young University

Abstract

This study explores how cluster analysis can be used to categorize a large...

Figure 2 - Land Use in the Wasatch Front Region

Table 2 - Input Parameters for 38 Trial Cluster Analyses on Land-Use Distress

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Case Distance Linage Standardization No. of clusters Comments 1 Euclidean Single None 20 Produced single large clusters of over 300 districts with no cluster larger than 5 districts;...

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BTS - Journal of Transportation and Statistics - Volume 4, Number 1 Skip to content

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District R1 R2 R3 R4 R5 C1 C2 C3 C4 C5 AG OS VA Provo 3 4.6 1.6 7.7 1.8 0.0 16.4 22.1 4.8 1.3 16.2 0.4 9.3 13.9 Orem 2 70.1 0.0 0.0 0.0 0.0 9.0...

Table 3 - Land-Use Distribution in Percent of the Clustered Land-Use Scenarios for 343 Wasatch Front Region Planning Districts

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Scenario No. of districts Mean land-use distributions, percent Name of scenario R1 R2 R3 R4 R5 C1 C2 C3 C4 C5 AG OS VA 1 42 13.1 0....

Figure 3 - Classification of Land-Use Scenarios for 343 Districts Using Single Linkage

Figure 4 - Final Classification of Land-Use Scenarios for 343 Districts Using Cluster Analysis

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BTS - Journal of Transportation and Statistics - Volume 4, Number 1 Skip to content

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District R1 R2 R3 R4 C1 C2 C3 AG 1 0 0 0 0 0 0 0 0 2 0 0 2 5.67 0 0 0 0

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BTS - Journal of Transportation and Statistics - Volume 4, Number 1 Skip to content

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District R1 R2 R3 R4 C1 C2 C3 AG 1 10% 2% 2% 9% 4% 2% 1% 70% 2 70% 2% 2% 9% 4% 2% 1% 10%

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BTS - Journal of Transportation and Statistics - Volume 4, Number 1 Skip to content

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District R1 R2 R3 R4 C1 C2 C3 AG 1 68% 1% 1% 0% 3% 2% 2% 23% 2 60% 2% 2% 9% 4% 2% 1% 20%

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