Research Article
Temperature Field Data Reconstruction Using the Sparse Low-Rank Matrix Completion Method
Table 1
Comparison of original data and reconstruction data in red rectangle in Figure
3.
| Latitude (N) | Longitude (E) | | | | | | |
| (a) Original data | | 223.1 | 222.0 | 222.0 | 222.0 | 223.4 | 224.8 | | 226.8 | 225.3 | 224.8 | 224.2 | 225.3 | 226.3 | | 232.1 | 231.0 | 230.2 | 229.4 | 229.1 | 228.8 | | 236.7 | 235.5 | 234.3 | 233.0 | 231.6 | 230.2 | | 240.5 | 238.9 | 237.4 | 236.1 | 234.9 | 233.3 | | 245.0 | 243.1 | 241.6 | 240.2 | 239.1 | 237.8 | | 250.6 | 248.3 | 246.3 | 244.4 | 242.9 | 241.4 | | 255.0 | 252.2 | 250.0 | 248.0 | 246.3 | 244.6 |
| (b) Reconstruction results using MC | | 230.1 | 230.1 | 232.5 | 227.8 | 230.9 | 219.4 | | 231.8 | 232.4 | 230.7 | 229.4 | 230.3 | 192.6 | | 235.8 | 235.3 | 245.0 | 229.0 | 240.1 | 238.4 | | 239.3 | 239.9 | 237.1 | 235.9 | 235.4 | 191.7 | | 244.3 | 244.1 | 246.1 | 238.6 | 241.5 | 224.0 | | 247.2 | 248.9 | 231.8 | 242.8 | 233.9 | 142.4 | | 252.9 | 253.6 | 249.0 | 247.0 | 247.0 | 190.3 | | 257.5 | 258.1 | 251.7 | 252.6 | 249.2 | 195.2 |
| (c) Reconstruction results using SLR-MC | | 224.9 | 224.3 | 224.3 | 224.8 | 225.1 | 229.3 | | 227.2 | 227.4 | 225.9 | 226.1 | 226.2 | 228.4 | | 230.6 | 231.9 | 231.7 | 232.0 | 227.3 | 232.0 | | 237.6 | 237.4 | 235.8 | 235.6 | 233.4 | 233.2 | | 242.2 | 242.1 | 238.4 | 235.9 | 234.6 | 234.4 | | 248.0 | 246.1 | 245.5 | 242.6 | 238.5 | 239.0 | | 253.2 | 250.7 | 248.5 | 246.8 | 242.6 | 238.9 | | 257.5 | 255.1 | 251.9 | 249.9 | 245.4 | 245.6 |
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