Table 4 RF tuned parameters settings in GEE for the first (7 major classes) and second (19 arable land classes) classification phases, valid for both primary and supplementary classification stages.

From: European Union crop map 2022: Earth observation’s 10-meter dive into Europe’s crop tapestry

Parameter

Optimized value for classification Level-1

Optimized value for classification Level-2

Number of trees

130 for primary map

115 for gap-filled process

150 for primary map

130 for gap-filled process

Min_Leaf Population

2

2

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