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. 2024 Sep 2;14:20410. doi: 10.1038/s41598-024-71330-5

Table 1.

Performance metrics of population comparison from the reference dataset (SCB—Swedish Statistical Bureau) to those from the generated datasets at different administrative boundary levels, using WorldPop and GHSPop datasets.

Administrative boundaries n R-squared RMSE MAPE %MAE
WorldPop Grid (1 km) 534,712 0.49 13 118.42 73.41
DeSo 5985 0.41 140 121.85 67.68
RegSo 3363 0.53 191 115.17 61.57
Municipality 290 0.74 1484 47.34 38.13
GHSPop Grid (1 km) 534,712 0.63 11 168.87 74.07
DeSo 5985 0.50 105 149.91 65.2
RegSo 3363 0.67 138 126.73 55.66
Municipality 290 0.80 1003 43.18 31.32

The administrative levels include Grid (1 km), Demographic Statistical Areas (DeSo), Regional Statistical Areas (RegSo), and Municipality. The performance is evaluated based on R-squared, Root Mean Squared Error (RMSE), Mean Absolute Error (MAPE) and Percentage Mean Absolute Error (%MAE).