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Fig 1.

Flowchart of the gradient flow method.

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Fig 2.

Procedure for the TFBI-based approach.

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Fig 3.

Consistency rates between the TFBI and NRI with different sampling ratios.

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Fig 4.

The V/C ratio and traffic flow of all links in the Changchun road network.

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Fig 5.

Critical links based on the NRI in the Changchun road network.

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Fig 6.

Betweenness of each link.

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Fig 7.

Traffic flow of each link.

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Fig 8.

Sample road network.

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Fig 9.

Traffic zones of the sample road network.

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Table 1.

Results for TFBI (r = 0.55) compared with those for NRI.

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Fig 10.

Critical links based on the TFBI in the Changchun road network.

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Table 2.

Consistency rates of critical links and Spearman’s rank correlation coefficient ρ between the TFBI and NRI.

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Fig 11.

Correlation ρ between NRI and TFBI rankings when r = 0.55.

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Table 3.

Consistency rates of critical links between TFBI (r = 0.55) and NRI.

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Table 4.

Computational performance of the TFBI-based approach.

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