mlsanityData to 14 Oct 2026

Analyzing Cloud Optical Properties Using Sky Cameras

arXiv 1708.08995 ↗First posted 24 Aug 2017cs.CV physics.ao-phcited by 1

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Abstract (arXiv)

Clouds play a significant role in the fluctuation of solar radiation received by the earth's surface. It is important to study the various cloud properties, as it impacts the total solar irradiance falling on the earth's surface. One of such important optical properties of the cloud is the Cloud Optical Thickness (COT). It is defined with the amount of light that can pass through the clouds. The COT values are generally obtained from satellite images. However, satellite images have a low temporal- and spatial- resolutions; and are not suitable for study in applications as solar energy generation and forecasting. Therefore, ground-based sky cameras are now getting popular in such fields. In this paper, we analyze the cloud optical thickness value, from the ground-based sky cameras, and provide future research directions.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 24 Aug 2017.

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