Table 1.
Confusion matrix of land cover validation based on the areas of interest (AOIs) from very high resolution images of Google Earth and the National Geospatial-Intelligence Agency (NGA) Commercial Archive Data as well as the field photos from the Global Field Photo Library (eomf.ou.edu/photos). Accuracy measures are adjusted with the area of each stratum and presented with a 95% confidence interval (Card, 1982; Olofsson et al., 2013).
Region | Class | Rice | Non-rice | Classif. total | User’s acc. | Producer’s acc. | Overall acc. |
---|---|---|---|---|---|---|---|
NE Asia | Rice | 17,536 | 1460 | 18,996 | 0.92 ± 0.004 | 0.73 ± 0.01 | 0.98 ± 0.001 |
Non-rice | 1351 | 61,637 | 62,988 | 0.98 ± 0.001 | 0.995 ± 0.0002 | ||
Sample total | 18,887 | 63,097 | 81,984 | ||||
Japan | Rice | 1877 | 191 | 2068 | 0.91 ± 0.01 | 0.52 ± 0.02 | 0.97 ± 0.003 |
Non-rice | 448 | 15,849 | 16,297 | 0.97 ± 0.003 | 0.997 ± 0.0004 | ||
Sample total | 2325 | 16,040 | 18,365 | ||||
NE China | Rice | 13,064 | 1064 | 14,128 | 0.93 ± 0.005 | 0.83 ± 0.01 | 0.98 ± 0.001 |
Non-rice | 427 | 29,434 | 29,861 | 0.99 ± 0.001 | 0.99 ± 0.0003 | ||
Sample total | 13,491 | 30,498 | 43,989 | ||||
N Korea | Rice | 1409 | 54 | 1463 | 0.96 ± 0.009 | 0.61 ± 0.03 | 0.97 ± 0.003 |
Non-rice | 207 | 7854 | 8061 | 0.97 ± 0.004 | 0.998 ± 0.0004 | ||
Sample total | 1616 | 7908 | 9524 | ||||
S Korea | Rice | 1186 | 151 | 1337 | 0.89 ± 0.02 | 0.50 ± 0.03 | 0.97 ± 0.004 |
Non-rice | 269 | 8500 | 8769 | 0.97 ± 0.004 | 0.996 ± 0.001 | ||
Sample total | 1455 | 8651 | 10,106 |