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Fig 1.

Schematic diagram of the transient electromagnetic method.

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Fig 2.

Particle swarm optimization algorithm flowchart.

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Fig 3.

Firefly optimization algorithm flowchart.

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Fig 4.

Improved PSO-IFA hybrid optimization algorithm flowchart.

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Fig 5.

The image of the Aekley function.

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Fig 6.

The contrast curve of the algorithm convergence characteristics.

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Fig 7.

The inversion results and curve of the objective function of the G-type geoelectric model.

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Fig 8.

The inversion results and curve of the objective function of the H-type geoelectric model.

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Fig 9.

The inversion results and curve of the objective function of the AQ-type geoelectric model.

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Fig 10.

The curve of PSO-IFAH algorithm inversion results under the overburden layer model.

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Fig 11.

The curve of FA algorithm inversion results under the overburden layer model.

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Fig 12.

The curve of PSO algorithm inversion results under the overburden layer model.

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Fig 13.

The inversion results and curve of the objective function of AQ-type geoelectric model with noise.

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Table 1.

The table of inversion results of AQ type geoelectric model with no noise.

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Table 2.

The table of inversion results of AQ type geoelectric model with 5% noise.

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Table 3.

The table of inversion result of AQ type geoelectric model with 10% noise.

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Fig 14.

The primeval multi-channel map of the TEM method.

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Fig 15.

Comparison of inversion results for measured data.

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