Research Article

Enhancing the Applicability of Satellite Remote Sensing for Estimation Using Machine Learning Models in China

Table 1

Supporting features used in this study.

Data categoryData type

StaticGeographic and land useArea of wood land cover ()
Area of grass land cover ()
Area of construction land ()
Area of ocean ()
POIs (19 categories)
AOIs (19 categories)
Digital elevation (m)

DynamicMeteorologyRH (%)
Temperature (°C)
Wind speed (m/s)
Remote sensingAOD retrievals