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Fig 1.

The flow chart of seismic attributes selection method.

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Table 1.

Seismic attributes used in this study.

Code was used to refer to the name in figures.

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Table 2.

GRDs of the eight types seismic attributes.

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Table 3.

Number of seismic attributes and the corresponding RMSE.

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Fig 2.

Instantaneous amplitude attribute.

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Fig 3.

Instantaneous bandwidth attribute.

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Fig 4.

Instantaneous frequency attribute.

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Fig 5.

Minimum negative curvature attribute.

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Fig 6.

Prediction results of CBM content.

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Fig 7.

The diagram of coal seam thickness and CBM content.

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Fig 8.

The coal seam thickness distribution.

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Fig 9.

The multiple seismic information fusion results of reflected wave groups in 3coal seam [17].

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Fig 10.

Error analysis result when 8 attributes were used in stepwise regression.

Minimum errors occurred when 5 attributes were used.

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