Table 3 Average values (mean ± standard deviation) of indicators corresponding to different products, calculated based on the comprehensive results obtained for each site.
From: A harmonized global gridded transpiration product based on collocation analysis
Product | RMSE (mm day−1) | ubRMSE (mm day−1) | MAE (mm day−1) | RB | KGE | R |
---|---|---|---|---|---|---|
EIVD-Merged | 0.56 ± 0.18 | 0.29 ± 0.16 | 0.44 ± 0.21 | 0.39 ± 0.11 | 0.40 ± 0.15 | 0.74 ± 0.24 |
TC-Merged | 0.65 ± 0.21 | 0.37 ± 0.22 | 0.56 ± 0.33 | 0.48 ± 0.14 | 0.33 ± 0.14 | 0.72 ± 0.15 |
SA | 0.60 ± 0.28 | 0.38 ± 0.14 | 0.49 ± 0.25 | 0.42 ± 0.30 | 0.37 ± 0.11 | 0.68 ± 0.17 |
GLDAS | 0.71 ± 0.25 | 0.31 ± 0.15 | 0.62 ± 0.41 | 0.58 ± 0.28 | 0.32 ± 0.11 | 0.71 ± 0.12 |
GLEAM | 0.65 ± 0.18 | 0.37 ± 0.16 | 0.54 ± 0.30 | 0.49 ± 0.18 | 0.36 ± 0.14 | 0.73 ± 0.14 |
PMLv2 | 0.63 ± 0.17 | 0.54 ± 0.27 | 0.50 ± 0.27 | 0.44 ± 0.25 | 0.35 ± 0.13 | 0.77 ± 0.13 |