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. 2025 Jan 4;15:775. doi: 10.1038/s41598-024-84738-w

Table 3.

Statistical tables of the weight values of the prediction indicators of flood inundation.

Evaluation factor Main weigh Secondary evaluation parameter Secondary evaluation weight
Analytic hierarchy process Mean square error The combined weight Analytic hierarchy process Mean square error The combined weight
Flood inundation 0.685 0.502 0.586 Elevation 0.184 0.191 0.189
Slope 0.157 0.175 0.165
Surface cutting 0.116 0.115 0.116
Lithology 0.112 0.088 0.103
NDVI 0.014 0.120 0.059
Drainage density 0.116 0.086 0.094
Roughness 0.122 0.042 0.092
Rainfall 0.109 0.104 0.105
Rain days 0.071 0.080 0.077