Table 3 Satellite-based solar radiation (SSR) dataset.
From: Advanced solar radiation prediction using combined satellite imagery and tabular data processing
Feature | Description | Data type |
|---|---|---|
Satellite sensor | Satellite sensor (e.g., Sentinel-2, Landsat 8, MODIS) | Categorical |
Timestamp | Date and time | Datetime |
Geographical location | Latitude, longitude | Numeric |
Surface reflectance | Visible, near-infrared, shortwave infrared band reflectance | Numeric |
Cloud cover percentage | Percentage of cloud cover | Numeric |
Aerosol optical depth | Measure of aerosol concentration in the atmosphere | Numeric |
Water vapor content | Water vapor content in the atmosphere (g/m2) | Numeric |
Surface elevation | Elevation of the surface (m) | Numeric |
Derived solar radiation | Estimated GHI, DNI, DHI (W/m2) | Numeric |
Satellite imagery | Satellite images capturing the atmospheric and surface conditions | Image |
