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. 2014 Jul 15;9(7):e102560. doi: 10.1371/journal.pone.0102560

Table 3. The best fitted VI-LAI relationships and their statistics.

Study areas VI VI = VI −(VI VI g)exp(−KVILAI) STDV (VI maxVI min) R 2 RMSE Normalized RMSE
Tiantongshan NDVI y = 1–0.354exp(−0.11x) 0.025 0.090 0.3703 0.0205 0.2278
SAVI y = 1–0.7837exp(−0.064x) 0.048 0.180 0.2600 0.0431 0.2389
OSAVI y = 1–0.672exp(−0.0619x) 0.035 0.128 0.3291 0.0305 0.2381
MSAVI y = 1–0.8693exp(−0.078x) 0.061 0.231 0.2571 0.0549 0.2380
RSR y = 10.5–10.5exp(−0.237x) 0.990 3.424 0.3648 0.8274 0.2417
MNDVI y = 0.7299–0.2589exp(−0.2271x) 0.042 0.151 0.0879 0.0425 0.2806
MAVI y = 1–0.6268exp(−0.067x) 0.024 0.091 0.6975 0.0137 0.1501
Maoershan NDVI y = 1–0.4002exp(−0.1724x) 0.068 0.224 0.5338 0.0487 0.2171
SAVI y = 1–0.6835exp(−0.0703x) 0.082 0.275 0.3902 0.0674 0.2454
OSAVI y = 1–0.6115exp(−0.0715x) 0.070 0.225 0.4409 0.0546 0.2423
MSAVI y = 1–0.7391exp(−0.0901x) 0.108 0.363 0.3802 0.0893 0.2459
RSR y = 11–11exp(−0.222x) 2.022 7.143 0.7580 1.0435 0.1461
MNDVI y = 0.6052–0.6052exp(−0.5351x) 0.101 0.360 0.6281 0.0644 0.1789
MAVI y = 0.6904–0.4266exp(−0.3107x) 0.068 0.238 0.7417 0.0361 0.1517
Hulunbeier NDVI y = 0.8482–0.4956exp(−0.5686x) 0.086 0.398 0.6667 0.0505 0.1269
SAVI y = 1–0.7754exp(−0.0978x) 0.056 0.274 0.6496 0.0340 0.1239
OSAVI y = 0.776–0.5105exp(−0.196x) 0.060 0.291 0.6622 0.0357 0.1228
MSAVI y = 1–0.8206exp(−0.1041x) 0.063 0.309 0.6382 0.0389 0.1258
RSR y = 9–9exp(−0.1739x) 1.234 5.927 0.6386 0.7569 0.1277
MNDVI y = 0.5713–0.5713exp(−0.3985x) 0.100 0.424 0.6449 0.0607 0.1430
MAVI y = 0.7205–0.5394exp(−0.2354x) 0.069 0.332 0.6924 0.0391 0.1176
Xilinhaote NDVI y = 1–0.7552exp(−0.2631x) 0.120 0.503 0.6647 0.0712 0.1415
SAVI y = 1–0.8425exp(−0.0936x) 0.078 0.348 0.5071 0.0562 0.1615
OSAVI y = 1–0.8181exp(−0.1163x) 0.083 0.366 0.5923 0.0541 0.1479
MSAVI y = 1–0.8784exp(−0.0957x) 0.086 0.386 0.4741 0.0640 0.1658
RSR y = 12.5–12.5exp(−0.1579x) 1.995 9.297 0.6669 1.1749 0.1264
MNDVI y = 0.825–0.825exp(−0.4007x) 0.186 0.691 0.6858 0.1065 0.1541
MAVI y = 1–0.8952exp(−0.1275x) 0.092 0.384 0.6627 0.0544 0.1418

Note: STDV is the standard deviation of each VI corresponding to the whole range of measured LAI. (VI maxVI min) is the difference between the maximum and minimum value of each VI corresponding to the whole range of measured LAI. The last column gives the normalized RMSE (i.e., RMSE/(VI maxVI min)) for each VI. Values in bold font indicate high performance.