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. 2023 Feb 25;52(11):1777–1792. doi: 10.1007/s13280-023-01838-z

Table 2.

Validation and test set results for land cover predictions, for 256×256 pixel image patches

Validation Test
Pre Rec F1 IoU Pre Rec F1 IoU
Fields 0.972 0.974 0.973 0.948 0.962 0.978 0.970 0.941
Mires 0.884 0.898 0.891 0.804 0.872 0.925 0.898 0.815
Roads 0.853 0.902 0.877 0.781 0.846 0.920 0.882 0.788
Watercourses 0.747 0.799 0.772 0.629 0.783 0.819 0.801 0.668
Water bodies 0.991 0.995 0.993 0.986 0.987 0.992 0.989 0.979
Overall 0.890 0.914 0.915 0.829 0.890 0.927 0.920 0.838