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. 2019 Mar 23;14:2. doi: 10.1186/s13021-019-0117-9

Table 2.

R2, RMSE and bias of height and biomass with the one-scene-out cross validation (CV) and the leave-30%-out cross validation

Metric CV method R2 RMSE Bias R2 total RMSE total Bias total
H (in m) One-scene-out 0.45 4.33 0.02 0.71 4.65 − 0.13
30% out 0.72 4.66 0.11
AGB (in Mg/ha) One-scene-out 0.45 46.45 0.74 0.68 50.24 − 1.07
30% out 0.68 50.56 1.18