Table 4 Nighttime cloud detection accuracy metrics statistics of MODIS(Aqua), GF-5(02) and Himawari-8.

From: Cloud detection sample generation algorithm for nighttime satellite imagery based on daytime data and machine learning application

  

OA

Precision

Recall

F1

N

MODIS(Aqua) vs. VFM

MYD_LGB_Day

0.8219

0.8929

0.8032

0.8426

6427

MYD35_L2

0.7817

0.8839

0.7678

0.8131

6427

GF-5(02) vs. Manual labels

GF_LGB_Day

0.8871

0.8562

0.9962

0.9182

87,461

GF_LGB_Night

0.7580

0.7426

0.9411

0.8137

87,461

Himawari-8 vs. VFM

HMW_LGB

0.7934

0.8241

0.9506

0.8826

35,352

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