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. 2012 Feb 2;12(2):1468–1481. doi: 10.3390/s120201468

Table 3.

Results of location-based Data Completion: a reading is predicted using other readings of the same magnitude at different, nearby locations. The table shows mean errors for each case. In red, situations where the Nearest Neighbor completion performs better than the AAN.

Depth Density Salinity Temperature

ANN Nearest Neighbor ANN Nearest Neighbor ANN Nearest Neighbor
1 m 1.74% 0.78% 0.45% 0.73% 6.17% 1.66%
50 m 0.30% 1.13% 0.27% 2.47% 7.90% 15.31%
150 m 0.48% 0.51% 1.30% 3.04% 1.09% 17.00%