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Table 1 Results with different combinations of training set–validation set in study site Gorkha

From: Robustness of model-based high-resolution prediction of forest biomass against different field plot designs

Training set

Error stat.

Test against baseline, p values

RMSE %

BIAS %

Variance test

t test for mean

Validation set: Comm

 Comm (baseline)

59.2

0.0

  

 Prof

59.3

−1.8

0.994

0.794

 Comm + Prof

58.6

−0.2

0.888

0.977

Validation set: Prof

 Prof (baseline)

37.5

0.2

  

 Comm

34.4

1.9

0.586

0.839

 Comm + Prof

34.8

1.5

0.644

0.872