Table 1 The detailed information for constructing the sample dataset of different sensors.

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

 

Bands (wavelength)

Model

N

Cloud

Clear

MODIS (Aqua)

B29–B35 (8.4–13.785 μm)

MYD_LGB

403,554

387,876

GF-5 (02)

B9–B12 (8.01–12.5 μm)

GF_LGB_Day

(GF_LGB_Night)

151,968

139,702

188,032

110,346

Himawari-8

B11–B16 (8.6–13.3 μm)

HMW_LGB

322,801

124,219

Back to article page