Table 2 Regression coefficients of prediction models trained with different sets of data.

From: Validation of UAV-based alfalfa biomass predictability using photogrammetry with fully automatic plot segmentation

Training data

Area

Height

NDRE

NGRDI

Full

0.66

0.07

0.04

0.15

May and July

0.72

0.06

0.05

0.20

May and September

0.66

0.02

0.05

0.13

July and September

0.57

0.14

0.04

0.14

Rep 1 and 2

0.71

0.07

0.07

0.17

Rep 1 and 3

0.66

0.06

0.03

0.13

Rep 2 and 3

0.60

0.07

0.03

0.16

Cross-validation (± SD)

0.66 ± 0.01

0.07 ± 0.01

0.04 ± 0.01

0.15 ± 0.01

  1. SD standard deviation (100 replicates).